BIW Proforma 20222023

i Information contained in this proforma is true at the time of printing and the University has the right to make any amendment according to needs. All rights reserved. No part of this proforma may be reproduced in any form or by any means, electronic, photocopying, recording, visual, or otherwise, without prior written permission of the Vice Chancellor of Universiti Tun Hussein Onn Malaysia. Centre for Academic Development and Excellence Universiti Tun Hussein Onn Malaysia July 2022

ii Contents Foreword from Vice Chancellor 3 Foreword from Deputy Vice Chancellor (Academic and International) 4 Foreword from Dean, Faculty of Computer Science and Information Technology 5 Vision of University 6 Mission of University 6 Education Philosophy of University 6 Logo of University 6 Board of Directors of University 8 Members of Senate 9 Faculty of Computer Science and Information Technology 12 Adjunct Professor at Faculty of Computer Science and Information Technology 14 Visiting Professor at Faculty of Computer Science and Information Technology 14 External Examiner at Faculty of Computer Science and Information Technology 14 Industrial Advisor at Faculty of Computer Science and Information Technology 14 Faculty of Computer Science and Information Technology Staff Directory 15 Aims of Programme 23 Programme Educational Objectives (PEO) 23 Programme Learning Outcomes (PLO) 23 Curriculum Structure 24 Synopsis of University Courses 26 Synopsis of Faculty of Computer Science and Information Technology Core Courses 36 Synopsis of Core Specialisation Courses 42 Synopsis of Elective Courses 45 Synopsis of Free Modules 51 Career and Further Education Prospect 53 Further Education Pathway 54

3 Foreword from Vice Chancellor Assalammualaikum Warahmatullahi Wabarakatuh and greetings. First and foremost, I would like to congratulate and welcome all new students to UTHM. As the need for formal education progressed within each of you, you have entrusted us to become one of your milestones. And for this, the honour is mine. Looking forward past the pandemic of Coronavirus, the endemic era seems promising - especially towards the nation’s education landscape. Hardship over the past two years has made us mature and agile, where reliance on the traditional way of doing things has subsided. Thus, do expect an array of positive changes and implementation en route to your success. 3333Inline, due to our responsibility and mandate, continuous improvement is something that we have implanted in our DNA - since our inception. Critical consideration of your journey towards essential education lifecycle (i.e. before, during, and after) has been made perpetually. Thus, parallel to our direction towards a global technopreneur university by 2030, four main pillars have been established - Edu-Train, Technopreneur, Prihatin, and Governance. All pillars are being convoluted within a holistic ecosystem, which synergises the staff, the industries, the communities, the environment, and of course, you – as the focal point. Nevertheless, given the current state of VUCA (volatile, uncertain, complex, and ambiguous) that we faced, initiatives within our pillars have been supported by the Ministry of Higher Education Malaysia (MoHE). Therefore, edges including Experiential Learning and Competency-Based Education (EXCEL), High Impact Educational Practices (HIEPs), Future Ready Curriculum (FRC), and Entrepreneurship Integrated Education (EIE) have been materialised especially in our curriculum. Thus, we strongly believe that the initiatives, together with our exceptional physical and non-physical facilities, will produce all-inclusive graduates and later professionals, as promised in our tagline, ‘UTHM Produces Professional”. Last but definitely not least, I am openheartedly welcoming all new students to become our people. Notwithstanding striving to bring pleasant experiences along your journey, I prayed for your success throughout. “Education is the passport to the future, for tomorrow belongs to those who prepare for it today” (Malcolm X) Best wishes. “WITH WISDOM WE EXPLORE” “VISION OF COMMON PROSPERITY” YBHG. PROFESSOR Ts. Dr. RUZAIRI BIN ABDUL RAHIM Vice Chancellor Universiti Tun Hussein Onn Malaysia

4 Foreword from Deputy Vice Chancellor (Academic and International) Assalammualaikum Warahmatullahi Wabarakatuh and greetings. Primarily, I am profoundly congratulating and welcoming all new students of the academic session 2022/2023 to Universiti Tun Hussein Onn Malaysia (UTHM). Hopefully you will achieve success in education as desired, in addition to gaining experience while at UTHM. I also would like to thank and congratulate the Centre for Academic Development and Excellence (CAD) and the faculties for successfully publishing this academic proforma. It is hoped that the information provided in this academic proforma can be a reference and help students in planning their learning path throughout their studies. As is well known, the spread of COVID-19 which began at the end of 2019 has affected not only the daily lives of individuals and the national economy, but also educational institutions are also faced with the issue of sustainability of academic programs. To address these issues, UTHM has acted to adjust the operation and implementation of academic programs based on the situation. UTHM is also determined to remain agile and relevant in the academic field in the current endemic transition era. In addition, with the support of the adoption of new initiatives from the Ministry of Higher Education Malaysia (MOHE) and also UTHM itself, I am confident that the university's academic excellence will continue to be preserved and enhanced. Allow me to share briefly about UTHM’s focus on Technical and Vocational Education and Training (TVET) based education. UTHM's efforts started from before the registration of students, where UTHM has considered the need for credit transfer, especially for higher levels of study. UTHM also provides solutions either for the articulation of academic programs internally at UTHM or externally involving other institutions. Then during the study period, extensive improvements in terms of program content, physical and non -physical facilities continued to be carried out. Afterward, UTHM has also provided a centralized support system to graduates. All these stated efforts are only part of UTHM's sustainable academic ecosystem towards a Technopreneur University by 2030. Finally, I hope that all the agendas that have been and will be implemented by UTHM will give you valuable experience in exploring and acquiring the competencies you dream of. I pray that you will continue to gain knowledge and forge outstanding success. “The more that you read, the more things you will know, the more that you learn, the more places you’ll go” (Dr. Seuss) “WITH WISDOM WE EXPLORE” “VISION OF COMMON PROSPERITY” YBHG. PROFESSOR TS. DR. AZME BIN KHAMIS Deputy Vice Chancellor (Academic and International) Universiti Tun Hussein Onn Malaysia

5 Foreword from Dean of Faculty of Computer Science and Information Technology Assalamualaikum Warahmatullahi Wabarakatuh and Warm Greetings, First and foremost, I would like to welcome you to the Faculty of Computer Science and Information Technology (FSKTM) for the current academic session of 2022/2023. My heartiest congratulation to all of you for being part of us. With UTHM’s primary mission and vision to produce creative and high-quality graduates, FSKTM is offering various courses to our students. These courses are specially tailored based on findings from the market research conducted in the field of Computer Science and Information Technology (IT). You will be exposed to learning and teaching with appropriate dose of theory and practice in the field of Computer Science and Information Technology including educational visits to the related IT industries and industrial attachment as well. Together with the Department of Software Engineering, FSKTM has grown to include two (2) more departments, namely the Department of Information Security and Web Technology and Department of Multimedia. Through these three (3) departments, five (5) Bachelor programmes, two (2) Master by mixmode programmes, a Master by research programme and a Doctor of Philosophy (PhD) programme are offered. Since FSKTM was established and until June 2022, a total of 4085 numbers of alumni have been produced by FSKTM. With the Bachelor programmes offered at FSKTM, you should take the opportunity to work exhaustively to fulfill your own goal and finally contribute to the goals of your nation and the industry. Systematic planning coupled with good preparation throughout your studies will produce good academic posture and a satisfying students’ life. Aim high and work both hard and smart! Last but not least, congratulations and all the best! Thank you. Ts. DR. AZIZUL AZHAR BIN RAMLI Dean Faculty of Computer Science and Information Technology Universiti Tun Hussein Onn Malaysia

6 Vision Towards a world class university in engineering, science and technology for sustainable development. Mission UTHM is committed to generate and disseminate knowledge, to meet the needs of industry and community and nurturing creative and innovative human capital, based on the tauhidic paradigm. Education Philosophy of University The education and training practice in this university is a continuous effort to become the leader in market oriented academic programmes. These programmes are student-focused and are conducted through experiential learning in order to produce well trained human resource and professionals who are catalysts for sustainable development. Logo of University The logo of UTHM displays a proton, a book, a tiered mortar board (levels of learning), a book-rest and a shield. Symbolism: • Red Bravery • Blue Collaboration • Silver Quality/ Prestige • Book-rest Knowledge • Proton Science and Technology • Book Knowledge • Mortar board Levels of study • Circle Resilient and related to global characteristics • Shield Confidence The whole concept of the logo represents UTHM as a learning institution that supports knowledge expansion and development at all levels of study in science and technology. Blue represents the close relationship among UTHM community in ensuring successful and resilient implementations of the University programmes as well as its education and research activities that are carried out for the benefit of mankind. Red symbolises the adventurous nature of UTHM in exploring new fields to establish itself as a leader in the applications of science and technology. Thus, this reflects the spirit and self-esteem of the UTHM community.

7 Chancellor Duli Yang Amat Mulia Tunku Mahkota Ismail Ibni Sultan Ibrahim Pemangku Raja D.K., SPMJ, P.I.S

8 Board of Directors of University Chairman YBhg. Dato’ Sri Ibrahim bin Ahmad Members YBhg. Prof. Ts. Dr. Ruzairi Bin Abdul Rahim Vice Chancellor, Universiti Tun Hussein Onn Malaysia YB. Dato’ (Dr.) Haji Nooh bin Gadot Advisor, Majlis Agama Islam Johor YBhg. Dato’ Dr. Mohd. Padzil bin Hashim Putra Business School, Universiti Putra Malaysia YBhg. Dato’ Seri Dr. Ir. Haji Abdul Rashid bin Maidin Managing Director, Pusat Bertauliah Akademik Profesional Koperasi Serbaguna Anak-anak Selangor Berhad (KOSAS) YBrs. Dr. Sharifah Adlina binti Syed Abdullah Ministry of Finance Malaysia YBrs. Mr. Shahril Anwar Mohd Yunos Managing Partner, Virtus Capital Partners Sdn. Bhd. YBrs. Mdm. Elain Lockman Chief Executive Officer and Co-Founder, Ata Plus Sdn. Bhd. YBrs. Ts. Zainab binti Ahmad Director-General, Polytechnic and Community College Education Department, Ministry of Higher Education Malaysia YBrs. Prof. Dr. Yusri bin Yusof Professor, Universiti Tun Hussein Onn Malaysia Alternate Member YBrs. Ts. Haji Mohamad Amin bin Hamat Deputy Chief Director, Ministry of Higher Education Secretary YBrs. Mr. Abdul Halim bin Abdul Rahman Registrar/Chief Operating Officer (COO), Universiti Tun Hussein Onn Malaysia

9 Members of Senate Chairman YBhg. Prof. Ts. Dr. Ruzairi Bin Abdul Rahim Vice Chancellor Members Prof. Ts. Dr. Azme bin Khamis Deputy Vice Chancellor (Academic and International) Prof. Dr. Mohd Shahir Shamsir Bin Omar Deputy Vice Chancellor (Research and Innovation) Prof. Sr. Ts. Dr. Lokman Hakim bin Ismail Deputy Vice Chancellor (Student Affairs and Alumni) Assoc. Prof. Ts. Dr. Mohd Kamarulzaki bin Mustafa Provost UTHM Pagoh Campus Prof. Ir. Dr. Md Saidin Bin Wahab Assistant Vice Chancellor / Chief Digital Officer (CDO) (Digitalization and Infrastructure ) Assoc. Prof. Dr. Mas Fawzi bin Mohd Ali Assistant Vice Chancellor (Strategic Planning and Quality) Prof. Dr. Shahruddin bin Mahzan @ Mohd Zin Dean, Centre for Graduate Studies Prof. Ir. Ts. Dr. Mohd Irwan bin Juki Dean, Faculty of Civil Engineering and Built Environment Assoc. Prof. Dr. Rosli bin Omar Dean, Faculty of Electrical and Electronic Engineering Assoc. Prof. Ir. Ts. Dr Bukhari bin Manshor Dean, Faculty of Mechanical and Manufacturing Engineering Prof. Dr. Wan Fauzi@Fauziah binti Wan Yusoff Dean, Faculty of Technology Management and Business Assoc. Prof. Ts. Dr. Abdul Rasid bin Abdul Razzaq Dean, Faculty of Technical and Vocational Education Ts. Dr. Azizul Azhar bin Ramli Dean, Faculty of Computer Science and Information Technology Assoc. Prof. Dr. Mohamad Zaky Bin Noh Dean, Faculty of Applied Science and Technology Assoc. Prof. Ts. Dr. Jumadi bin Abdul Sukor Dean, Faculty of Engineering Technology

10 Ts. Dr. Mohd Shahir Bin Yahya Dean, Centre for Diploma Studies Assoc. Prof. Dr. Khairul Azman bin Mohamad Suhaimy Dean, Centre for General Studies and Co-curricular Dr. Hj. Azmi Bin Abdul Latiff Dean, Centre for Language Studies Prof. Dr. Erween bin Abdul Rahim Director, Centre for Academic Development and Excellence Assoc. Prof. Ts. Dr. Razali bin Hassan Director, Malaysia Research Institute for Vocational Education and Training Assoc. Prof. Dr. Amran Bin Harun Institute for Social Transformation and Regional Development (TRANSFORM) Prof. Ts. Dr. Aeslina Binti Abdul Kadir Faculty of Civil Engineering and Built Environment Prof. Dr. Mohammad Faiz Liew bin Abdullah Faculty of Electrical and Electronic Engineering Prof. Dr. Yusri bin Yusof Faculty of Mechanical and Manufacturing Engineering Prof. Dr. Zawati Binti Harun Faculty of Mechanical and Manufacturing Engineering Prof. Dr. Abdul Talib bin Bon Faculty of Technology Management and Business Prof. Ts. Dr. Rosziati binti Ibrahim Faculty of Computer Science and Information Technology Prof. Dr. Abdul Mutalib Bin Leman Faculty of Engineering Technology Prof. Dr. Nazri Bin Mohd Nawi Director, Centre of Information Technology Ir. Ts. Dr. Raha Binti Abdul Rahman Industry Fellow Mr. Abdul Halim bin Abdul Rahman Registrar / Chief Operating Officer (COO) / Secretary of Senate Mr. Norzaimi Bin Hamisan Bursar / Chief Financial Officer (CFO)

11 Mdm. Zaharah Binti Abd Samad Chief Librarian Mdm. Norliah Binti Yaakub Legal Advisor

12 Faculty of Computer Science and Information Technology The Faculty of Computer Science and Information Technology (FSKTM) started with the establishment of the Department of Information Technology and Multimedia (JTMM) at the Faculty of Engineering Technology, Kolej Universiti Tun Hussein Onn Malaysia (KUiTTHO) in September 2000. In May 2004, the department was promoted to the Faculty of Information Technology and Multimedia which operated at the UTHM’s Parit Raja City Campus in Parit Raja, Batu Pahat, Johor. On the 24th of August 2010, the UTHM Board of Director agreed to rebrand FTMM as Faculty of Computer Science and Multimedia (Fakulti Sains Komputer dan Teknologi Maklumat, FSKTM). In the rebranding process, three departments were established, namely the Department of Software Engineering, Department of Multimedia, and Department of Information Security and Web Technology. The faculty offers academic programmes to students at Bachelor and Post Graduate levels. FSKTM is established with the goal to conduct programmes which have been planned to assist in the implementations towards realising the vision and mission as well as to conduct research and innovative development in accordance to the nation needs. Apart from conducting competitive academic programme, members of FSKTM hope to create better success in the future by playing important roles in producing skilled professionals in the various field of Computer Science and Information Technology while meeting the needs of industries, locally and internationally. FSKTM organisation chart is shown in diagram below.

13 Faculty Organization Chart

14 Adjunct Professor Ts. Dr. Zahri bin Yunos Chief Operating Officer of CyberSecurity Malaysia. Visiting Professor Profesor Dr. Jemal Hussein Abawajy Faculty of Science, Engineering and Built Environment, Deakin University, Australia. External Examiners Profesor Emeritus Dr. Abdul Razak bin Hamdan Universiti Kebangsaani Malaysia Profesor Ts. Dr. Wan Mohd Nasir bin Wan Kadir Universiti Teknologi Malaysia Profesor Ts. Dr. Shukor bin Abd Razak Universiti Teknologi Malaysia Profesor Dr. Norshuhada binti Shiratuddin Universiti Utara Malaysia Profesor Ts. Dr. Rafidah binti Md Noor Universiti Malaya Industry Advisors Col. (R) Dato’ Dr. Husin bin Jazri Senior Vice President (Cybersecurity) Serba Dinamik Holdings Berhad En. Ahmad Amran bin Kapi Chief Technology Officer WAHDAH technologies Sdn. Bhd. En. Jahari bin Abdul Wahab Software Development Section Head SENA Traffic System Sdn. Bhd. En. Ridzwan bin Azhal Chief Technology Officer Asel Technology Sdn. Bhd. En. Zaiful Akman Abdul Rahman Head, Governance & Planning Pengerang Refinery Petrochemical Corporation

15 Faculty Staff Directory Administration Dean Ts. Dr. Azizul Azhar b. Ramli PhD. (Management Engineering), Waseda University, Japan Deputy Dean (Academic & International) Ts. Dr. Zubaile bin Abdullah PhD. (Information Technology), Universiti Sains Islam Malaysia, Malaysia Deputy Dean (Research, Development and Publication) Associate Prof. Ts. Dr. Hj. Hairulnizam b. Mahdin PhD. Information Technology, Deakin University, Australia Deputy Dean (Student's Affairs & Alumni) Mrs. Munirah bt. Mohd Yusof MSc. Knowledge Based Intelligent System, Universiti Utara Malaysia, Malaysia Deputy Registrar Mrs. Zuraida binti Bosri Dean's Secretary Mr. Roshaidi b. Md. Daud Deputy Dean's Secretary Mrs. Noris binti Mansor Asst. Administrative Officer (Undergraduate) Mrs. Faridah bt. Mohd. Supanji Asst. Administrative Officer (Postgraduate) Mr. Mohd Izar bin Mustari Senior Administrative Assistant (Administration & Finance) Mr. Sahran b. Amzah Administrative Assistant (Undergraduate) Mr. Norashid b. Hassan Administrative Assistant (Postgraduate) Mr. Norwan b. Ab Jalal Administrative Assistant (Finance) Mrs. Zam Zarina bt. Zainal Abidin Administrative Assistant (Administration) Mrs. Siti Aida Binti Md Noor General Administration Assistant Mr. Mohd. Azman b. Md. Wahab

16 Department of Multimedia Head of Department Dr. Rahayu binti A. Hamid PhD. (Computer Science), RMIT, University Melbourne, Australia Associate Professor Associate Prof. Dr. Noorhaniza binti Wahid PhD. (Computer Science), University of Sydney, Australia Associate Professor Associate Prof. Ts. Dr. Hj. Mohd Farhan bin Md Fudzee PhD. (Multimedia Computing), Deakin University, Australia Senior Lecturer Dr. Norhalina binti Senan PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Head of Program & Senior Lecturer Dr. Norhanifah binti Murli PhD. (Computer Science), Auckland University of Technology, New Zealand Senior Lecturer Dr. Ezak Fadzrin bin Ahmad Shaubari PhD (Multimedia Computing), Manchester Metropolitan University, United Kingdom Senior Lecturer Dr Noraziahtulhidayu binti Kamarudin PhD. (Computer and Embedded System Engineering), Universiti Putra Malaysia, Malaysia Senior Lecturer Dr Che Samihah binti Che Dalim PhD. (Computer Science), Universiti Teknologi Malaysia, Malaysia Senior Lecturer Mr. Muhammad Fakri bin Othman MSc. (Computer Science), Universiti Putra Malaysia, Malaysia Senior Lecturer Mr. Azizan bin Ismail MSc. (Computer Science), Universiti Putra Malaysia, Malaysia Senior Lecturer Mrs. Suriawati binti Suparjoh MSc. (Information System), Universiti Malaya, Malaysia

17 Department of Software Engineering Head of Department & Senior Lecturer Dr. Mohamad Aizi bin Salamat PhD. (Information Technology), Universiti Utara Malaysia, Malaysia Professor Professor Ts. Dr. Hjh. Rosziati binti Ibrahim PhD. (Software Engineering), Queensland University of Technology, Australia. Professor Prof. Dr. Hjh. Rozaida binti Ghazali PhD. (Computer Science), Liverpool John Moores University, England Professor & Director of Information Technology Center, UTHM Professor Dr. Hj. Nazri bin Mohd Nawi PhD. (Data Mining), Swansea University, England Professor & Head of Soft Computing and Data Mining Centre (SMC), UTHM Prof. Dr. Abd Samad bin Hasan Basari PhD. (Information and Communication Technology), Universiti Teknikal Malaysia Melaka, Malaysia Associate Professor Associate Prof. Dr. Hj. Mohd. Najib bin Mohd. Salleh PhD. (Computer Science), University of La Rochelle, France Associate Professor Associate Prof. Dr. Noor Azah binti Samsudin PhD. (Information Technology), The University of Queensland, Australia Senior Lecturer & Dean Faculty Ts. Dr. Azizul Azhar bin Ramli PhD. (Management Engineering), Waseda University, Japan Head of Program Software Engineering & Senior Lecturer Dr. Mohd. Hamdi Irwan bin Hamzah Phd. (Information Technology), Universiti Utara Malaysia, Malaysia Senior Lecturer Dr. Hj. Mohd. Zainuri bin Saringat PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Nureize binti Arbaiy PhD. (Management Engineering), Waseda University, Japan Senior Lecturer Dr. Noraini binti Ibrahim PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Radiah binti Mohamad PhD. (Science), Universiti Tun Hussein Onn Malaysia, Malaysia

18 Senior Lecturer Dr. Muhaini binti Othman PhD. (Computer Science), Auckland University of Technology, New Zealand Senior Lecturer Dr. Yana Mazwin binti Mohmad Hassim PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Nur Ariffin bin Mohd Zin PhD. (Computer Science), Universiti Teknologi Malaysia, Malaysia Senior Lecturer Dr. Mohamad Firdaus bin Abin Aziz PhD. (Computer Science), Universiti Teknologi Malaysia, Malaysia Senior Lecturer Dr. Mohd. Amin bin Mohd Yunus PhD. (Computer Science), Universiti Malaya, Malaysia Senior Lecturer Dr. Nurezayana binti Zainal PhD. (Computer Science), Universiti Teknologi Malaysia, Malaysia Senior Lecturer Dr. Suhaila binti Mohd. Yasin PhD. (Computer Science), The University of Queensland, Australia Senior Lecturer Dr. Mohd Zanes bin Sahid PhD. (Software Engineering), Universiti Putra Malaysia, Malaysia Senior Lecturer Dr. Mazidah binti Mat Rejab PhD. (Software Engineering), Universiti Teknologi Malaysia, Malaysia Senior Lecturer (Contract) Dr. Salama A. Mostofa PhD. (Information Technology and Communication), Universiti Tenaga Nasional, Malaysia Senior Lecturer (Contract) Dr. Mohammed Saeed Jawad PhD. (Electronic), Universiti Sains Malaysia, Malaysia Senior Lecturer (Contract) Dr. Gede Pramudya Ananta PhD. (Information Technology in Education & Training), University of Wollongong, Australia Senior Lecturer & Deputy Dean (Student's Affairs & Alumni) Mrs. Munirah binti Mohd Yusof MSc. (Intelligent Knowledge Based System), Universiti Utara Malaysia, Malaysia Senior Lecturer Mrs. Ruhaya binti Abin Aziz MSc. (Computer Science), Universiti Teknologi Malaysia, Malaysia

19 Senior Lecturer Mrs. Hannani binti Aman MSc. (Computer Science), Universiti Putra Malaysia, Malaysia Senior Lecturer Mrs. Norlida binti Hassan MSc. (Intelligent System), Universiti Utara Malaysia, Malaysia Senior Lecturer Mrs. Norhanim binti Selamat MSc. (Real Time Software Engineering), Universiti Teknologi Malaysia, Malaysia Head of Program Information Technology & Lecturer Ts. Dr. Hjh. Suziyanti binti Marjudi PhD. (Visual Informatics), Universiti Kebangsaan Malaysia, Malaysia Lecturer Dr. Rabatul Aduni binti Sulaiman PhD. (Computer Science), Universiti Teknologi Malaysia, Malaysia Lecturer Dr. Norhamreeza binti Abdul Hamid PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Lecturer Mrs. Rozlini bt Mohamed MSc. (Computer Science), Universiti Teknologi Malaysia, Malaysia Lecturer Hj. Mohd. Zaki bin Mohd. Salikon MSc. (Intelligent System), Universiti Utara Malaysia, Malaysia

20 Department of Information Security and Web Technology Head of Department Dr. Nurul Azma bt. Abdullah PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Associate Profesor Associate Prof. Dr. Hj. Sapi’ee b. Hj. Jamel PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Associate Professor & Deputy Dean (Research, Development and Publication) Associate Prof. Ts. Dr. Hj. Hairulnizam b. Mahdin PhD. (Information Technology), Deakin University, Australia Associate Professor Associate Prof. Dr. Shahreen bt. Kasim PhD. (Computer Science), Universiti Teknologi Malaysia, Malaysia Senior Lecturer Ts. Dr. Isredza Rahmi bt. A Hamid PhD. (Information Technology), Deakin University, Australia Senior Lecturer Ts. Dr. Nurul Hidayah bt. Ab Rahman PhD. (Information Technology and Communication), University of South Australia, Australia Senior Lecturer & Deputy Dean (Academic & International) Ts. Dr. Zubaile b. Abdullah PhD. (Information Technology), Universiti Sains Islam Malaysia, Malaysia Senior Lecturer Dr. Cik Feresa bt. Mohd Foozy PhD. (Computer Science), Universiti Teknikal Malaysia Melaka, Malaysia Senior Lecturer Dr. Chuah Chai Wen PhD. (Information Technology), Queensland University of Technology, Australia Senior Lecturer Dr. Hazalila bt. Kamaludin PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Kamaruddin Malik b. Mohamad PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Noor Zuraidin b. Mohd. Safar PhD. (Computer Science), University of Portsmouth, United Kingdom Head of Program Information Security & Senior Lecturer Dr. Nordiana bt. Rahim PhD. (Digital Forensic), Universiti Malaya, Malaysia

21 Senior Lecturer Dr. Norfaradilla bt. Wahid PhD. (Computer Science), La Trobe University, Australia Senior Lecturer Dr. Noryusliza bt. Abdullah PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Nor Bakiah bt. Abd. Warif PhD. (Digital Forensic), Universiti Malaya, Malaysia Senior Lecturer Dr. Nurul Aswa bt. Omar PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Nur Ziadah bt. Harun PhD. (Computer Network), Universiti Putra Malaysia, Malaysia Senior Lecturer Dr. Shamsul Kamal b. Ahmad Khalid, CISSP, CEH PhD. (Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Dr. Sofia Najwa bt. Ramli PhD. (Information Security), Universiti Teknikal Malaysia Melaka, Malaysia Senior Lecturer Dr. Suhaimi b. Abd Ishak PhD. (Computer Science and Engineering), University of New South Wales, Australia Senior Lecturer Ts. Dr. Mohd Azahari Bin Mohd Yusof PhD (Computer Science), Universiti Teknologi MARA, Malaysia Senior Lecturer Dr. Rosmamalmi bt. Mat Nawi PhD (Computer Science), Universiti Kebangsaan Malaysia, Malaysia Lecturer (Contract) Dr. Nayef Abdulwahab Mohammed Alduais PhD. (Electrical Engineering), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Lecturer Mr. Firkhan Ali b. Hamid Ali MSc. (Information Technology), Universiti Teknologi Mara, Malaysia Head of Program Web Technology & Senior Lecturer Mrs. Hanayanti bt. Hafit MSc. (Information Technology), Universiti Putra Malaysia, Malaysia Senior Lecturer Mrs. Rozanawati bt. Darman MSc. (Computer Science), Universiti Putra Malaysia, Malaysia

22 Lecturer Mr. Khairul Amin b. Mohd Sukri MSc. (Information Technology), Universiti Teknologi Mara, Malaysia Technical Staff Lab Manager Senior Lecturer Ts. Dr. Mohd Norasri bin Ismail PhD.(Information Technology), Universiti Tun Hussein Onn Malaysia, Malaysia Senior Asst. Engineer Mr. Abdul Kadir bin Hanafi Asst. Engineer Mr. Razalee bin Md. Yusof Mr. Faizannizam bin Shahbudin Mrs. Rafidah binti Abu Bakar Mrs. Siti Marlinee binti Zainal Azizan Mr. Mohammad Hafiz bin Mt. Saidun Mr. Mohd. Al Hafiz bin Nordin Mr. Mohd. Asrul Nizam bin Mustari Mr. Mohamad Afiq bin Mazni Mrs. Azizah binti Ali

23 Programme Name Bachelor of Computer Science (Web Technology) with Honours Aims of Programme To produce graduates that can apply knowledge and skills; solve problems analytically, effectively, innovatively and fit to market trends; communicate effectively and work in team; abide to high moral and ethical standards and lead as able and responsible leaders. Programme Educational Objectives (PEO) These are the PEOs for Bachelor of Computer Science (Web Technology) with Honours: PEO 1 Involve in software / system / application development using the best strategy and latest technology to fulfil works specification; PEO 2 Lead in software / system / application production, service delivery and management; PEO 3 Contribute to community and nation. Programme Learning Outcomes (PLO) These are the PLOs for Bachelor of Computer Science (Web Technology) with Honours: PLO 1 Explain and understand of important facts, concepts, principles and theories related to Computer Science in Web Technology. (Cluster: Knowledge & Understanding); PLO 2 Analyze suitable techniques in Web Technology to solve problems using analytical and critical thinking skills (Cluster: Cognitive Skills); PLO 3 Apply knowledge of Web Technology in planning, analyzing, modeling, designing, developing and assessing computer solution effectively (Cluster: Functional WorkPractical Skills); PLO 4 Demonstrate teamwork, interpersonal and social skills effectively. (Cluster: Functional Work- Interpersonal Skills); PLO 5 Communicate in verbal and written to convey information, problems and solutions to the problems effectively. Cluster: Functional Work- Communication Skills PLO 6 Use various technology applications, media and information to support in learning and working environment. (Cluster: Functional Work- Digital Skills) PLO 7 Use and analyze data in learning and working environment. (Cluster: Functional WorkNumeracy Skills) PLO 8 Perform leadership and decision making in a team. (Cluster: Functional WorkLeadership, Autonomy and Responsibility) PLO 9 Apply skills and life long learning principles in continuous learning and career development. (Cluster: Personal Skills) PLO10 Demonstrate social and entrepreneur skills. (Cluster: Entrepreneurial Skills) PLO11 Practise value, attitude and responsibility professionally in social, ethical, environment and humanity aspects. (Cluster: Ethics and Professionalism)

24 Curriculum Structure Table 1: Summary of curriculum for the Bachelor of Computer Science (Web Technology) with Honours Year Semester Course Code Courses Credit Total 1 I UHB 10102 English for Higher Education 2 20 UQI 10102/ UQI 10202 Islamic Studies/ Moral Studies * 2 UQU 10103 Nationhood and Current Development of Malaysia ** 3 UQ* 1***1 Co-Curricular I 1 BIC 10303 Algebra 3 BIC 10204 Algorithm and Programming 4 BIC 10503 Computer Architecture 3 BIC 21102 Professional Ethics and Occupational Safety 2 II UWB 1**02 / UHB 1**02 International Language 2 18 UQI 11202 Philosophy and Current Issues *** 2 UQ* 1***1 Co-Curricular II 1 BIC 21003 Systems Analysis and Design 3 BIC 10603 Statistics 3 BIC 10404 Data Structure 4 BIW 10103 Fundamental of Web Technology 3 2 I UHB 20102 Essential Academic English 2 18 BIC 20803 Operating System 3 BIC 10103 Discrete Structure 3 BIC 20904 Object-Oriented Programming 4 BIM 30503 Human Computer Interaction 3 BIW 10203 Web Application 3 II BIC 31502 Creativity and Innovation 2 18 UQU 10702 Appreciation, Ethics and Civilization 2 BIC 21303 Computer Network 3 BIC 21404 Database 4 BIW 20404 Web Service Technology 4 BIE 33103 DotNet Programming 3 3 I UHB 30102 English for Technical Purposes 2 18 BIC 31802 Cyberpreneurship 2 BIC 31602 Degree Project I 2 BIC 21203 Web Development 3 BIW 30503 Web Project Management 3 BIW 33003 Content Management System 3 BIW 33x03 Elective I 3 II UHB 40102 English for Occupational Purposes 2 18 BIC 31704 Degree Project II 4 BIS20303 Web Security 3 BIW ***** Elective II 3 BIW ***** Elective III 3 BIW ***** Elective IV 3 4 I BIC 41812 Industrial Training 12 12 Total Credit 122 Note * UHB 10100 English for Higher Education is exempted to students with MUET Band 3 and above For international students, this course will be replaced by UQI 10902: Islam in Malaysia ** *** For international students, this course will be replaced by UWB 11002: Bahasa Melayu For international students, this course will be replaced by UQU 10303: Malaysian Studies and Culture

25 Table 2: List of elective courses in Bachelor of Computer Science (Web Technology) with Honours Fields Course Code Elective Courses Credit Web Technology BIW33103 Distributed Database 3 BIW33403 Pervasive Computing 3 BIW33503 Special Topics in Web Technology 3 BIW33603 E-commerce 3 BIW33703 Cloud Computing 3 BIW33803 Internet of Things 3 BIM30603 Mobile Applications Development 3 BIT 20903 Artificial Intelligence 3 BIT 30303 Decision Support System 3 BIT 33603 Data Mining 3 BIT 34303 Machine Learning 3 BIT 34403 Deep Learning 3 BIT 34503 Data Science 3 UQU40103 Profesional@Works 3

26 Synopsis of University Courses UHB 10102 English for Higher Education Synopsis This course focuses on 4 main skills; reading, writing, listening and speaking and is designed to help students use and understand English for everyday situations. Students will be exposed to topics of personal and professional interests. By the end of the course, students should be able to use English for a wide range of real world situations, converse about familiar topics, narrate and describe reactions as well as write personal letters. References 1. Abd. Aziz, A., et al. (2005). English for Academic Communication. Kuala Lumpur: Mc Graw Hill Malaysia. (PE1128.A2 .E53 2005) 2. Kaur, B., Richards, C., Ratnam, P., Rajaretnam, T. & Kaur, N. (2011). Text MUET A Strategic Approach. Petaling Jaya : Pearson Longman. (PE1114 .T49 2011) 3. Koh, S.L. (2005). MUET Moments: Malaysia University English Test. Selangor: Pearson. (PE1128 .K63 2005) 4. Mohd Don, Z. (2002). Excel in MUET. Malaysia: Fajar Bakti. (PE1112.E93 2002) 5. Richards, C. (2009). Longman Text MUET: A Strategic Approach. Petaling Jaya: Pearson Malaysia (PE1128 .K97 2009) UHB 20102 Essential Academic English Synopsis The course enhances students’ English language skills, emphasizing on listening, writing and reading skills necessary for academic contexts. It provides opportunities for students to learn the strategies to help them understand information and develop listening to differentiate between facts and opinions. Besides, it presents opportunities for students to critically respond to video learning materials by producing essays such as descriptive, compare and contrast, as well as cause and effect. Also, this course aims to boost students’ confidence in speaking when delivering impromptu speech. References 1. Fairbairn, G.J, 2011. Reading, writing and reasoning: A guide for students. Maidenhead: Open University Press. 2. Lewis, J. 2002. Reading for Academic Success: reading and strategies. Boston: Houghton Mifflin. LB2395.3. L48 2002 3. Metcalfe, M. 2006. Reading Critically at University. Los Angeles: Sage. LB2395.3 .M47 2006. 4. Owen, E, 2010. Listening in broadcasts, speeches and interviews. Edinburgh: Edinburgh University Press. 5. Shipside, S . 2007. Effective Communication: Get your message across and learn how to listen. London: Dorling Kindersley.HF5718 .S54 2007. 6. Smith, L.C.2005. Exploring Content 1: Reading for academic success. White Plains, NY: Longman. PE1122.S64 2004. 7. Wright, L. 2001. Critical Thinking: An introduction to analytical reading and reasoning. Oxford: Oxford University Press. B809.2. W74 200.1

27 UHB 30102 English for Technical Purpose Synopsis This course aims to prepare students with the skills to write documents and express ideas or opinions competently. Students will be equipped with persuasive strategies that can be applied to writing term paper. The course will also enable them to practise these techniques by drafting and collaborating to produce assigned tasks. The students are also expected to orally present their report before an audience. References 1. Paige, W. (2015). The least you should know about english : writing skills. Stamford, CT : Cengage Learning. PE1408 .G43 2015 2. Randall, V. (2015).The College writer : a guide to thinking, writing, and researching. Australia : Wadsworth. PE1408 .C64 2015 3. Sullivan, N. (2015). Essential grammar for today's writers, students, and teachers. New York : Routledge.PE1112 .S94 2015 UHB 40102 English for Occupational Purposes Synopsis This course employs a task-based learning approach and focuses on developing students’ oral and written communication in job application, job interviews and meetings. Particular emphasis will be given to promote the mastery of self-directed learning, team-work, research, reasoning and creativity. This course also enables students to acquire the knowledge and skills necessary in dealing with the English language demands at the workplace. References 1. Editors of Socrates. (2015). Essential Business Letters. New York, NY: Socrates Media Llc. 2. Samsiah & Rosyati. (2012). Mastering English for employment. Malaysia: Cengage Learning Asia Pte Ltd. 3. Shak, P., & Kamlun, K. (2015). Ready to work: English for employment. Malaysia: Cengage Learning Asia Pte Ltd. 4. Toh, H. (2017). Get hired! Modern resume writing & interview techniques. Malaysia: MPH Group Publishing Sdn Bhd. 5. Wendleton, K. (2014). Mastering the job interview and winning the game.(5th ed.). Boston: Cengage Learning. HF5549.5.I6. W46 UQI 10102 Islamic Studies Synopsis This course explains about Islamic concept as ad-deen. It discusses the study of al-Quran and al-Hadith, Sunnism, schools of Islamic theology, development of schools of Fiqh, principles of muamalat, Islamic Criminal Law, Islamic work ethics, issues in Islamic family law and current issues. References 1. Harun Din (Dr.) (2001), Manusia Dan Islam, cetakan pertama, Kuala Lumpur: Dewan Bahasa dan Pustaka. [BP174. M36 1990] 2. Mustafa Abdul Rahman (1998), Hadith 40, Kuala Lumpur: Dewan Pustaka Fajar.[BP135. A2 M87 1998]

28 3. Ismail Haji Ali, (1995), Pengertian dan Pegangan Iktikad yang benar: Ahli Sunnah Wal Jamaah: Kuala Lumpur: Penerbitan al-Hidayah. [BP166.78. P46 1995] 4. Paizah Haji Ismail (1991), Undang-undang Jenayah Islam, Kuala Lumpur: Dewan Pustaka Islam, Angkatan Belia Islam Malaysia. [BP144. P35 1991] 5. Mustafa Haji Daud (1989), Institusi Kekeluargaan Islam, Kuala Lumpur: Dewan Pustaka dan Bahasa. [BP188.3. F3.M87 1989] UQI 10202 Moral Studies Synopsis This course explains on concepts of moral, aspects of moral and its importance in daily lives, Western moral theories, and moral values of great religions of the world, moral values in work and current moral issues. References 1. Mohd Nasir Omar. (2010). Falsafah Akhlak, Penerbit Universiti Kebangsaan Malaysia, Bangi. [BJ1291 .M524 2010]. 2. Hussain Othman. (2009). Wacana Asasi Agama dan Sains. Batu Pahat: Penerbit UTHM. [BL 240.3 H87 2009ª]. 3. Hussain Othman, S.M. Dawilah Al-Edrus, Berhannudin M. Salleh & Abdullah Sulaiman. (2009). PBL Untuk Pembangunan Komuniti Lestari.Batu Pahat: Penerbit UTHM. [LB 1027.42 P76 2009a]. 4. Eow Boon Hin. (2002). Moral Education. Longman. [LC268 .E48 2008]. 5. Ahmad Khamis. (1999). Etika Untuk Institusi Pengajian Tinggi. Kuala Lumpur: Kumpulan Budiman. [LC315.M3 .A35 1999]. UQI 10902 Islam in Malaysia Synopsis This course explains the knowledge about Islam in Malaysia. The scope of study includes the history of Islam in Malaysia; belief and practice of Muslims in Malaysia in accordance to aqidah Ahl Sunnah Wal Jamaah and Shafie Sect; Islamic institutions in Malaysia such as royal, social, political, financial and current Islamic issues. References 1. Ahmad Mohammed Ibrahim. (2000). The Administration of Islamic Law In Malaysia. Kuala Lumpur: Institute of Islamic Understanding Malaysia. KPG479.A56 2000. 2. Kamarulnizam Abdullah. (2003). The Politics of Islam in Contemporary Malaysia. Bangi: Penerbit Universiti Kebangsaan Malaysia. BP63.M4 .K35 2003. 3. Khaliq Ahmad. (2006). Management from Islamic Perspective. Kuala Lumpur: Penerbit UIA. BP190.5M28.K42 2006 4. Stauth, Georg. (2002). Politics and Cultures of Islamization in Southeast Asia: Indonesia and Malaysia in the Nineteen-nineties. Bielefeld: Transcript. BP63.I5 .S72 5. Hussin Mutalib (2008). Islam in Southeast Asia. Singapore: Institute of South East Asian Studies. BP63.A38 .H87 2008 UHB10502 / UWB10602 French Communication 1 Synopsis This course is designed for students to learn basic French. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using French.

29 References 1. Junainah binti Tarmidi, 2019. Module de Communication Française 1. Parit Raja, Batu Pahat: Penerbit UTHM 2. Junainah binti Tarmidi, 2016. Module de Français Niveau 1. Parit Raja, Batu Pahat: Penerbit UTHM. 3. Booth, Trudie Maria, 2008. French Verbs Tenses. Mc Graw-Hill. 4. Heminway, Annie, 2008. Complete French Grammar. Mc Graw-Hill. Call no. : PC2112, H45 2008. 5. Hatier, 1995. Le Nouveau Bescherelle Complete Guide 12 000 French Verbs. Paris: LIBRAIRIE HATIER. 6. Kaneman-Pougatch, Massia et al, 1997. Méthode de français: Café Crème 1. Paris: HACHETTE F.L.E. 7. Grégoir, Maïa et al, 1995. Grammaire Progressive du Français avec 500 exercices. Paris: CLE International. 8. Capelle, Guy et Gidon, Noëlle, 1995. Méthode de français: Le Nouvel Espaces 1. Paris: HACHETTE F.L.E UHB10902 / UWB10902 Mandarin Communication 1 Synopsis This course is designed for students to learn basic Mandarin. Students are exposed to the skills of listening, reading, speaking, and writing with basic vocabulary, grammar and structure. Students are also exposed to real daily situations which will help them to communicate using Mandarin. References 1. Lim Hong Swan, Yeoh Li Cheng, 2010. Mandarin Made Easy Through English. Batu Pahat: Penerbit UTHM. [PL1129.E5.L554 2009 a] 2. Liping Jiang, (2006). Experiencing Chinese. China: Higher Education Press. [PL1129.E5 .T59 2006] 3. Kang Yuhua,(2005). Conversational Chinese 301. China:Beijng Language and Culture University Press. [PL1121.C5 .K36 2005] 4. Kang Yuhua,(2007). Conversational Chinese 301:Vol. 2. China:Beijng Language and Culture University Press. [PL1121.C5 .K364 2007] 5. Liu Xun,(2010). New Practical Chinese Reader : textbook. China:Beijng Language and Culture University Press. [PL1129.E5 .L58 2010] UHB10402 / UWB11202 Arabic Communication 1 Synopsis This course is designed for students to learn basic Arabic. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using Arabic. References 1. Nurulisyazila Othaman; Abu Hanifa Abu Mukhtar; Nurul Sabrina Zan; Idayu NurIllyana Daud; Idayu NurIllyani Daud. 2017. Bahasa Arab Tahap 1. Batu Pahat: Penerbit UTHM. 2. Mohd Hisyam bin Abdul Rahim. 2005. Senang Berbahasa Arab. Batu Pahat: Penerbit KUiTTHO. (NO RUJUKAN: PJ6115 .M44 2005 a) 3. Ab. Halim Mohammed; Rabiyah Hajimaming; Wan Muhammad Wan Sulong. 2007. Bahasa Arab Permulaan. Serdang: Penerbit UPM. (NO RUJUKAN: PJ6065 .A32 2007) 4. Fuad Ni'mat. 1973. Mulakhass qawa'id al-lughatul 'arabiyyah. Damsyik: Darul Hikmah. (NO RUJUKAN: PJ5161 .F62 1973) 5. Abdullah, Mustaffa Siti Rohaya Sarnap Siti Sujinah Sarnap. 2006. Cara mudah belajar Bahasa Arab. Singapore: Jahabersa. (NO RUJUKAN: PJ6106 .A22 2006)

30 6. Abu 'Amiir 'Izzat. 2008. Kamus adik : bahasa Melayu-bahasa Inggeris-bahasa Arab. Kuala Terengganu: Pustaka Darul Iman. (NO RUJUKAN: PJ6640 ABU 2008) 7. Mohd Azani Ghazali, Abdul Aziz Hassan @ Yahya. 2000. Kamus ringkas Bahasa Melayu-Bahasa Arab. Johor Bahru : Jahabersa. (NO RUJUKAN: PL5091.8 .A7 .M393 2000 rd) UHB10802 / UWB10802 Japanese Communication 1 Synopsis This course is designed for students to learn basic Japanese. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using Japanese. References 1. Surie, Network (2010). AE Minna no Nihongo 1-2 Elementary: Translation and Grammatical Notes, Tokyo: 3A Corporation. [PL539.3 .M57 2010] 2. Surie, Network (2010). AE Minna no Nihongo 1-1 Elementary: Main Textbook, Tokyo: 3A Corporation. [TK7885.7 .V44 2000r] 3. Surie, Network (2009). AE Minna no Nihongo 1-1 Elementary: Translation and Grammatical Notes, Tokyo: 3A Corporation. [PL539.3 .M567 2009] 4. Surie, Network (2009). AE Minna no Nihongo 1-2 Elementary: Main Textbook, Tokyo: 3A Corporation. [PL539.3 .M569 2009] 5. Rosmahalil Azrol Abdullah, (2008) : Bahasa Jepun (UMJ 1312): Learning Module (2nd Edition), Batu Pahat. Penerbit UTHM. [PL539.3 .R67 2008a]. 6. Surie Network, (2000). Minna no Nihongo: Kaite Oboeru, Tokyo: 3A Corporation. [PL539.3 .M56 2000] 7. M. Rajendran, (1991) Malay Japanese English Dictionary, Petaling Jaya: Pelanduk Publications. [PL5125 .R34 1991rd]. 8. Surie Network, (1998). Minna no Nihongo: Main Textbook - Shokyu 1, Tokyo: 3A Corporation. [PL539.3 .M574 1998] 9. Yoshida, Masatoshi Nakamura, Yoshikatsu, (1996). Kodansha's Furigana English-Japanese dictionary: the essential dictionary for all students of Japanese, Tokyo: Kodansha International. [PL679. Y67 2006rd] 10. The AOTS, (1977). Shin Nihongo no Kiso: Japanese Kana Workbook, Tokyo: 3A Corporation. [PL539.3 .S54 1977] UHB10702/UWB10702 German Communication 1 Synopsis This course is designed for students to learn basic German. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using German. References 1. Vaic, N. (2018, October 02). German Definite Articles Der, Die, Das: Everything You Need to Know. Retrieved July 02, 2019, from https://www.clozemaster.com/blog/german-definite-articles/ 2. Flippo, H. (2019, February 02). How Do You Translate the World's Countries From English to German? Retrieved July 01, 2019, from https://www.thoughtco.com/countries-of-the-world-index4101906 3. Luscher, R, & Stevens, J (2011) Deutsch ganz leicht A1: Selbslernenkurs Deutsch für Anfänger: Zweisprachiges Arbeitsbuch = A german self-study course for beginners: Bilingual workbook. Ismaning, Regensburg: Hueber Verlag. 4. Swick, E. (2007). German vocabulary: Practice makes perfect. New York, USA: McGraw-Hill. doi:10.1036/0071482857

31 5. Amir Hamzah, N. Z. (2007). Guten Tag! Der deutschen Sprachen (Modul Pembelajaran). Johor. 6. Niebisch, D. (2006). Schritte 1 international: Kursbuch Arbeitsbuch. Ismaning, Deutschland: Hueber Verlag. 7. Henschel, A. (2006). German verb tenses;. New York, NY: McGraw-Hill UHB10602 / UWB11102 Spanish Communication 1 Synopsis This course is designed for students to learn basic Spanish. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using Spanish. References 1. Nurul Sabrina Zan. (2016). UWB11102 La lengua espanola –Nivel 1. 2nd Edition, Batu Pahat: Penerbit UTHM. 10-0150 2. Nurul Sabrina Zan. (2010). Hola! hablo español. First Edition, Batu Pahat: Penerbit UTHM. PC4445 .N72 2010 a 3. Salina Husain. (2005). Vamos a aprender español lengua extranjera. Batu Pahat: Penerbit UTHM. PC4121 .S24 2005 a 4. Maria Angeles Palomino. (2017). ¿Español ? ¡Porsupuesto!,Edelsa Grupo Didascalia, S.A 5. Alejandro B.T, Esther D.M & Miguel S.R.O. (2010) El Cronometro Nivel 1 A1. Edinumen Madrid UHB11302 / UWB11302 Javanese Communication 1 Synopsis This course is designed for students to learn basic Javanese. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using Javanese. References 1. Purwanto, Eko (2011). Pepah Bahasa Jawi. Cara mudah belajar cepat dan tuntas bahasa Jawa. Diva press. XX(131748.1) 2. Majendra, Maheswara (2010). Kamus lengkap Indonesia-Jawa, Jawa-Indonesia/ Majendra Maheswara. Pustaka Mahardika. XX(131732.1) 3. Budhi Santosa, Iman. (2010). Nguri-uri paribasan Jawi = Melestarikan peribahasa Jawa. Intan Pariwara.XX(131751.1) 4. Yrama, Widya (2008). Cara belajar membaca dan menulis huruf jawa, jilid 1. Yrama Widya. Publication info:, 2008 XX(131738.1) 5. Yrama, Widya (2008). Cara belajar membaca dan menulis huruf jawa, jilid 2. Yrama Widya .Publication info:, 2008 XX(131739.1) UHB11202 / UWB12402 Thai Communication 1 Synopsis This course is designed for students to learn basic Thai language. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using Thai language.

32 References 1. Henry J. Amen IV，Kyubyong Park，2010. Thai for Beginners: Mastering Conversational Thai. North Clarendon: Tuttle Publishing. 2. Laura Armitage, 2015. Let's Learn Thai Kit: 64 Basic Thai Words and Their Uses. North Clarendon:Tuttle Publishing 3. Fuchs, Carl, (2001): Thai Made Nice & Easy! Piscataway, NJ: Research & EDucatioan Association. 4. In-Seok Sim, (1996): Colloquial Thai: The Complete Course For Beginners, London: Routledge. 5. Sang-Oak Lee (1999): Thai Through English, Elizabeth, NJ: Hollym UHB11102/UWB12802 Korean Communication 1 Synopsis This course is designed for students to learn basic Korean. Students are exposed to listening, reading, speaking, and writing skills with basic vocabulary, grammar and sentence structure. Students are also exposed to real daily situations which will help them to communicate using Korean. References 1. Henry J. Amen IV，Kyubyong Park，2010. Korean for Beginners: Mastering Conversational Korean. North Clarendon: Tuttle Publishing. 2. Laura Armitage, 2015. Let's Learn Korean Kit: 64 Basic Korean Words and Their Uses. North Clarendon: Tuttle Publishing 3. In-Seok Sim, (1996): Colloquial Korean: The Complete Course for Beginners, London: Routledge. 4. Rou, Seng Yoan, (2004): Bahasa Korea, Bangi: Penerbit UKM UQU 10103 Nationhood and Current Development of Malaysia Synopsis This course will provide students a fundamental concept, the processes of formation and development of Malaysia. The topics covered include the concept of state, Malacca Kingdom, implication of imperialism and colonization, spirit of patriotism and nationalism, independence and formation of Malaysia. Besides, students will also be exposed to the constitution of Malaysia, Malaysian Government System, Economic and Social Development Policy as the main policy in the national development. At the end of the course students will able to appreciate the roles and responsibilities of a good citizen to the country. References 1. Siti Sarawati Johar, Fauziah Ani, Harliana Halim, Rosman Md Yusoff, Shahidah Hamzah, Noranifitri Md.Nor, Zahrul Akmal Damin, Khairunesa Isa, Lutfan Jaes, Ku Hasnan Ku Halim, Shamsaadal Sholeh Saad, Khairul Azman Mohd Suhaimy, Md. Akbal Abdullah, Khairol Anuar Kamri, dan Adi Syahid Mohd Ali (2018). Modul Pembelajaran: UQU 10103/UWS 10103 Kenegaraan dan Pembangunan Mutakhir Malaysia Versi Ke-4. Batu Pahat: Penerbit UTHM. 2. Ruslan Zainudin, Mohd Mahadee Ismail & Zaini Othman. (2005). Kenegaraan Malaysia. Shah Alam: Fajar Bakti. [JQ715 .R87 2005]. 3. Nazaruddin Mohd Jali, Ma’rof Redzuan, Asnarulkhadi Abu Samah & Ismail Mohd Rashid. (2005). Pengajian Malaysia. Petaling Jaya: Prentice Hall. [DS596.6 .P46 2001 N2]. 4. Mohd Ashraf Ibrahim. (2004).Gagasan Bangsa Malayan yang Bersatu 1945-57. Bangi: Penerbit UKM. [DS597 .M37 2004]. 5. Noor Aziah Mohd Awal. (2003). Pengenalan kepada Sistem Perundangan di Malaysia. Petaling Jaya: International Law Book Services. [KPG68 .N66 2003].

33 UQU10303 Malaysian Studies And Culture Synopsis This course will provide students in basic understanding of Malaysia from various perspectives. Topics to be discussed include Malaysia in relation to its history and politic, constitution of Malaysia, system and administration structure of Malaysia, achievement and international affairs. In addition, students will also be exposed to the social community and solidarity, religion, cultural and heritage. Teaching and learning process through experiential learning, lecture and assignment enables students to acquire knowledge and appreciates the reality of life in Malaysia. References 1. Abdul Halim Nasir (2004). Mosque Architecture in the Malay World. Bangi : Penerbit Universiti Kebangsaan Malaysia. [NA4670 .A23 2004] 2. Andaya, B.W. and Andaya, L. Y. (2001). A History of Malaysia. Hampshire : Palgrave. [DS596.A52 2001 N1] 3. Chew Fong Peng. (2009). Culture, language and literature in Malaysian society : plural culture and society in Malaysia. Kuala Lumpur : Jabatan Kebudayaan dan Kesenian Negara [DS594 .C53 2009] 4. Harding, Andrew. (2012). The constitution of Malaysia : a contextual analysis. Portland: Hart [KPG1744.51957.H37] UQI11202 Philosophy and Current Issues Synopsis This course explains the relationship between philosophy, the National Education Philosophy and Rukun Negara. The usage of philosophy as a tools to purify the art of thought in life is through logical thinking and the essence of the concept of man. The main topics such as epistemology, metaphysics and ethics are discussed in the context of current issues. Emphasis is given to philosophy as the basis for establishing a dialogue between cultures and fostering common values. At the end of this course, students will be able to understand that various disciplines in knowledge as a comprehensive whole body of knowledge and relate with each other. References 1. Dzulkifli, A.R. & Rosnani, H. (2019) Pentafsiran Baharu Falsafah Pendidikan Kebangsaan dan Pelaksanaannya Pasca 2020. Kuala Lumpur: IIUM Press. 2. Al-Attas, S.M. Naquib. (1991). The Concept of Education in Islam. Kuala Lumpur: ISTAC. 3. Al-Farugi, I.R. (1994). Al-Tawhid: Its Implications for Thought and Life, (2nd Ed.). Herndon: IIIT. 4. Phillips, D.C. (Ed.) (2014). Encyclopaedia of Educational Theory and Philosophy, (1st Ed.). SAGE Publication. 5. Hospers, J. (1997). An Introduction to Philosophical Analysis, (4th Ed.). London: Routledge. Andaya, B.W. and Andaya, L. Y. (1982). A History of Malaysia. London: Macmillan. [DS596 .A52 2001]. 6. Mitchell, H.B. (2011). Roots of Wisdom: A Tapestry of Philosophical Traditions, (6th Ed.). Wadsworth: Cengage Learning. 7. Osman Bakar. (1999). The Classification of Knowledge in Islam. Cambridge, U.K.: The Islamic Texts Society 8. Rosnani Hashim. (2017). Revitalization of Philosophy and Philosophical Inquiry in Muslim Education. Kull of Education, IIUM. 9. Solomon, R.C. & Higgins, K.M. (2010). The Big Questions: A Short Introduction to Philosophy, (8th Ed.). Wadsworth: Cengage Learning. 10. Weiming, T. & Ikeda, D. (2011). New Horizons In Eastern Humanism: Buddhism, Confucianism and The Quest for Global Peace. London: I.B.Tauris.

34 UQU 10702 Appreciation, Ethics and Civilization Synopsis this course explains the concept of ethics from different civilization perspectives. It aims to identify the system, level of development, progress and culture of a nation in strengthening social cohesion. In addition, discussions related to contemporary issues in economic, political, social, cultural and environmental aspects from an ethical and civilization perspective can produce moral and professional students. The appropriate application of high-impact educational practices (HIEPs) is used in the delivery of this course. At the end of this course students will be able to relate ethics and civic-minded citizenship. References 1. Shamsul Amri Baharuddin. (2012). Modul Hubungan Etnik Edisi Dua. Bangi: Institut Kajian Etnik. Universiti Kebangsaan Malaysia. [DS595 .M62 2007]. 2. Dworkin, A.G. (1999). The minority report: An introduction to racial, ethnic and gender relations. Fort Worth: Harcourt Barce College Pub. [E184.A1 .M56 1999] 3. Holst, F. (2012). Ethnicization and identity construction in Malaysia. New York: Routledge. [DS595 .H64 2012 v. 12] 4. Wan Hashim Wan Teh. (2011). Hubungan Etnik di Malaysia. Kuala Lumpur: ITNM. [DS595.W36 2011]. 5. Zaid Ahmad. (2010). Hubungan Etnik di Malaysia. Oxford Fajar: Shah Alam. [DS595 .H822010] 6. Mohd. Ashraf Ibrahim. (2004).Gagasan Bangsa Malayan yang Bersatu 1945-57. Bangi : Penerbit UKM. [DS597.M37 2004] UHB11002 / UWB11002 Malay Communication 1 Synopsis This course is designed for international students to communicate in basic Malay in daily situations. Students are exposed to speaking and writing in simple Malay. Teaching and learning will be delivered through lecture, tutorial, assignment and indoor or outdoor experiential learning. At the end of this course, student will be able to speak and write using simple sentences effectively. References 1. Yong, C. C., Rohaidah Mashudi, Maarof Abd Rahman. (2012). Bahasa Kebangsaan untuk Pelajar Luar Negara: Malay Language for International Students. Petaling Jaya: Pearson Malaysia. 2. Zarina Othman, Roosfa Hashim & Rusdi Abdullah. (2012). Modul Komunikasi Bahasa Melayu Antarabangsa, KPT. Penerbit UKM Press.In-Seok Sim, (1996): Colloquial Korean: The Complete Course for Beginners, London: Routledge. 3. Mardian Shah Omar. (2016). Perbualan Mudah Bahasa Melayu Untuk Pelancong Asing. Kuala Lumpur: Dewan Bahasa dan Pustaka 4. Nik Safiah Karim, Farid M. Onn, Hashim Haji Musa dan Abdul Hamid Mahmood. (2004). Tatabahasa Dewan, Edisi Baru. Kuala Lumpur: Dewan Bahasa dan Pustaka. 5. Norhashimah Jalaluddin, Mardian Shah Omar dan Norzilawati Jais. (2006). Bahasa Melayu untuk Penutur Asing. Buku 1 dan 2. Kuala Lumpur: Dewan Bahasa dan Pustaka. 6. Siti Hajar Abdul Aziz. (2008). Siri Pendidikan Guru Bahasa Melayu I. Shah Alam: Oxford Fajar Sdn. Bhd UQ* 1xxx1 Co-Curricular I / Co-Curricular II Prerequisite Course(s): None Synopsis This course is offered in the form of multiple choices of activities for the diploma students and undergraduates. Eight categories of activities are offered which are Public Speaking, Entrepreneurship, Sports, Community Service, Volunteering, Leadership, Cultural, Effort and Innovation.

35 BIC31502 Creativity & Innovation Prerequisite Course(s): None Synopsis This course helps students to develop their creative and innovative thinking skill. Topics include the concept of creativity and innovation, basic thinking tools and creative problem solving. References 1. Turner, N. (2018). Yes, You Can Innovate: Discover Your Innovation Strengths and Develop Your Creative Potential. Pearson UK. 2. Birla, M., (2014) Unleashing creativity and innovation: nine lessons from nature for enterprise growth and career success. Hoboken, New Jersey: Wiley. Call Number: HD53.B57 2014. 3. Moeran, B. & Christensen, B. T., (2013) Exploring creativity: evaluative practices in innovation, design and the arts. New York: Cambridge University Press. Call Number: HD53.E96 2013. 4. Puccio, G. J., Mance, M., Switalski, L. B., & Reali, P. D., (2012) Creativity Rising: Creative Thinking and Creative Problem Solving in the 21st Century. Buffalo, NY: ICSC Press. 5. Wagner T., (2012) Creating innovators: the making of young people who will change the world. New York, NY: Scribner Publishing. BIC 31802 Cyberpreneurship Prerequisite Course(s): None Synopsis This course exposes students to the fundamental aspects of entrepreneurship and cyber entrepreneurship. It covers definitions, concepts and issues, operational processes, fund and product marketing. References 1. Hisrich, Robert D. (2014) Advanced introduction to entrepreneurship. Edward Elgar Publishing, 2014.Call Number : HB615 .H576 2014 2. Kuratko, D. F. (2014). Entrepreneurship: Theory, Process, and Practice, 9th Edition. Cengage Learning 3. Morato, Jr. E. A. (2013). A Trilogy on Entrepreneurship: Growing the Enterprise, eBookIt.com. 4. Baron, R. A. (2012). Entrepreneurship: An Evidence-Based Guide, Edward Elgar Pub. 5. Kariv, Dafna. (2011) Entrepreneurship: An international Introduction. Taylor & Francis. Call number: HB615 .K37 2011

36 Synopsis of Faculty of Computer Science and Information Technology Core Courses BIC 10603 Statistics Prerequisite Course(s): None Synopsis Descriptive Statistics: statistics definition, sampling technique, frequency distribution, graph, Central Tendency measure and variance. Random variable: Discrete and continuous random variables, expected value and variance. Probability distribution: Binomial, Poisson and Normal distribution. Sampling distribution: sampling distribution for mean, difference two means, variance and ratio of 2 variances, t-distribution, chi-square distribution and F-distribution. Estimation: point and interval estimation. Confidence interval for mean, difference two means, variance and ratio of 2 variances. Hypothesis testing: test of mean, difference two means, variance, ratio of 2 variances and difference between 2 samples. Matrices: Cramer Rule, Inverse Matrices. Calculus: Differentiation, Integration, Stock Control, Economic Ordered Quantity. References 1. Walpole M. M. Y. (2014). Probability and Statistics for Engineers and Scientists. 9th Ed.. Pearson International Edition. 2. Johnson M. F. (2014). Probability and Statistics for Engineers. 8th Ed. Pearson International Edition. 3. Michael B. (2014). Probability ans Statistics for Computer Scientists. 2nd Ed. Taylor and Francis Group. A Chapman & Hall Book. 4. Larsen, R. J. (2012). An Introduction to mathematical statistics and its applications. 5th Ed. Pearson Adison Wesley. Call Number: QA276 .L37 2012. 5. Bowerman, B L., (2012). Essentials of business statistics. 4th Ed. MacGraw Hill International Edition. Call Number: HF1017 .E87 2012 BIC 10103 Discrete Structure Prerequisite Course(s): None Synopsis This course discusses concept of discrete mathematics and its application in ICT. Topics include principles of basic logic and proving, set, mathematical induction, relations and functions, normal relation, algorithm and graph theory. References 1. Rosen, K., (2012) Discrete mathematics and its applications. 7th ed. New York: McGraw Hill. 2. Stanoyevitch, A.., (2011) Discrete structures with contemporary applications. Chapman & Hall/CRC Press. Call Number: QA76.9.M35 .S73 2011 3. Kolman, B., Busby, R., & Ross. S. (2014) Discrete mathematical structures. 6th ed. Pearson Education Limited, England. 4. Pace, G. J. (2012) Mathematical of Discrete Structures for Computer Science. First Edition. Springer-Verlag Berlin Heidelberg. 5. Jenkyns, T, & Stephenson, B. (2013) Fundamentals of Discrete Math for Computer Science-A Problem Solving Primer. First Edition. Springer-Verlag Berlin Heidelberg.

37 BIC 10204 Algorithm and Programming Prerequisite Course(s): None Synopsis This course introduces algorithm principles in problem solving and computer programming. Topics include introduction to computer programming, problem solving and algorithm, basic structure of programming, input and output data, control statement, function, array, data structure and pointer. References 1. Deitel, P. & Deitel, H., (2016) C How to Program. 8th ed. Pearson Higher Education. ISBN-13: 9780134227023. 2. Levitin, A. V., (2012) Introduction to the design and analysis of algorithms. 3rd ed. Harlow: Addision Wesley. Call Number: QA76.9.A43 .L48 2012. 3. McGrath, M. (2012) C programming in easy steps. 4th ed. Warwickshire: In Easy Steps. Call Number QA76.73 .M47 2012. 4. Stephen G. K., (2014) Programming in C. 4th ed. Addison-Wesley Professional. ISBN 9780132781190. 5. Thareja, R., (2012) Computer fundamentals & programming in C. New Delhi, India: Oxford University Press, 2012. ISBN: 9780198078883 BIC 10303 Algebra Prerequisite Course(s): None Synopsis Real Number: real number system, notation and inequality, exponent, surd and logarithm. Equation and Inequality: Linear equation, formula and application, quadratic equation and application, other equation, inequality, absolute inequality. Polynomial: Basic concept, algebra operation for polynomial, remainder theorem and factor theorem, synthetic divider, quadratic equation, inequality and partial fraction. Function and Graph: Relationship and function, domain and range, special graph function: constant function, linear function, quadratic function, cubic function, square function, ratio function, absolute value function and piecewise function, operation for functions, inverse function. Matrices: Definition and notation, algebra operation for matrices, elementary row operation, determinant, inverse of matrices. Linear Equation System: Introduction, linear equation system of two variables, linear equation system of multiple variables. Matrices method: Inverse matrices, Gauss-Jordan elimination, Cramer’s rule. References 1. Lial, M L., 2012. Beginning and intermediate algebra. Pearson Addison-Wesley. Call Number: QA152.3 .L524 2012. 2. Leon, S J., (2014) Linear algebra with applications, 9th Ed. Pearson, Call Number: QA184.2 .L46 2015. 3. Bittinger, M L., (2011) Intermediate algebra. Pearson Education. Call Number: QA154.3 .B57 2011. 4. Woodbury, G., (2009) Elementary and intermediate algebra. Pearson. Call Number: QA152.3.W66 2009. 5. Lipschutz, S., (2009) Schaum's outline of linear algebra. Singapore: Mc Graw Hill International Ed.Call Number: QA188 .L56 2009. 6. Patricia, F., (2004) College algebra student solutions manual. New York: Pearson Education.

38 BIC 10404 Data Structure Prerequisite Course(s): Taken BIC10204 Algoritm and Programming Synopsis This course introduces the concept of data structure in computer programming. Topics include introduction to data structure, data type and data abstraction, linked list, stack, queue, search and sorting, tree and graph. References 1. Thareja,R., (2012) Computer Fundamentals & Programming in C. New Delhi, India : Oxford University Press. 2. Karumanchi, N., (2016) Data structures and algorithmic. Bombay. CareeMonk Publications. 3. Weiss, M. A., (2014) Data Structures and Algorithm in C++. 4th ed. Boston : Pearson. Call Number: QA76.73.C153 .W44 2014. 4. Drozdek, A., (2013) Data structures and algorithm in C++. 4th ed. Boston, MA: course Technology. 5. Buell, Duncan A, 2013) Data structures using Using Java. Burlington, Mass: Jones & Bartlett Learning. Call Number: QA76.9.D35 .B83 2013. 6. Thareja, R., (2012) Computer Fundamentals & Programming in C. New Delhi, India : Oxford University Press BIC 10503 Computer Architecture Prerequisite Course(s): None Synopsis This course exposes students to the knowledge and skills in computer architecture. Topics include introduction to computer architecture, bus system, memory organization, input/output, computer arithmetic, instruction set, and central processing unit (CPU) and control unit. References 1. Stallings, W. (2013). Computer organization and architecture: designing for performance. 9th ed. Boston, MA: Pearson Education. Call number: QA76.9.C643 .S72 2013 2. Harris, D. & Harris, S., (2012). Digital design and computer architecture. San Francisco: Morgan Kaufmann Publishers. 3. Carter, N. (2016). Schaum's Outline of Computer Architecture (Schaum's Outlines), Boca Raton, FL: CRC Press. 4. Tanenbaum, A. S., (2013). Structured computer organization. 6th ed. Upper Saddle River, NJ: Prentice Hall. 5. Patterson, D. A. (2009). Computer organization and design: the hardware/software interface. 4th ed. San Francisco: Morgan Kaufmann. Call number: QA76.9.C643 .P37 2009 BIC 20803 Operating System Prerequisite Course(s): None Synopsis This course exposes students to the knowledge and skills in operating system management. Topics include introduction to operating system, computer system structure, operating system structure, process, CPU timetabling, deadlock, memory management, virtual memory and file system. References

39 1. Tanenbaum, A. S. & Bos, H., 2015. Modern Operating Systems. 4th ed. Pearson Education. ISBN 1-292-06142-1. 2. Stallings, W., 2014. Operating Systems: Internal and Design Principles. 8th ed., New York: Pearson Education International. ISBN: 978-0-13-380591-8. 3. Chauhan, N., 2014. Principles of Operating Systems. 1st ed.,Oxford University Press. ISBN 0198082878. 4. McHoes, A. M., 2011. Understanding operating systems. 6th ed., Boston: Course Technology. Call number: QA76.76.O63 .M46 2011 BIC 20904 Object-oriented Programming Prerequisite Course(s): Taken BIC10204 Algoritm and Programming Synopsis This course exposes students to the concept of object-oriented programming (OOP). Topicsinclude introduction to OOP, primitive data types and operators, fundamentals of OOP language, object and class, andinheritance and polymorphism. References 1. Deitel, H. M. & Deitel, P. J. (2012) C++ How to program. 9th ed. Pearson Education International. Call Number: QA76.73.J38 .D44 2012. 2. Yeager, Dorian P. (2014) Object-oriented programming languages and event-driven programming. Mercury Learning and Information. Call Number: QA76.64.Y33 2014. 3. Farrell, J. (2009) Object-oriented programming using C++. 4th ed. Thomson Course Technology. Call Number: QA76.64.F37 2009. QA76.64.F37 2009. 4. Farrell, J. (2008) An object-oriented approach to program logic and design. 2nd ed. Thomson Course Technology. Call Number: QA76.64.F374 2008. 5. Ibrahim, R., (2008) Introduction to object-oriented programming with UML using Borland C++. Batu Pahat: Penerbit Universiti Tun Hussein Onn Malaysia. Call Number: QA76.64 .R67 2008 a. BIC 21003 System Analysis and Design Prerequisite Course(s): None Synopsis This course exposes students to system and analysis design. Topics include software development environment, introduction to system analysis and design, identification and project selection, determining system requirements, process and logical models, data models, transition of analysis to design, designing input, output, interface and system architecture. References 1. Kendall, K. E. & Kendall, J. E., (2014) Systems analysis and design. 9th ed. Upper Saddle River: Prentice Hall. 2. Hoffer, J. A., George, J. F. & Valacich, J.S., (2014) Modern systems analysis and design. 7th ed. Upper Saddle River: Prentice Hall. 3. Shelly, G. B. & Rosenblatt, H. J., (2011) Systems analysis and design. 8th ed. Boston: Course Technology. Call Number: T57.6 .S33 2011. 4. Dennis, A., Wixom, B. H., & Roth, R. M., (2015) Systems analysis and design. 6th ed. New Jersey: John Wiley and Sons. Call Number : QA76.9.S88 .D46 2015. 5. Marakas. G. M., (2006) Systems analysis and design: an active approach. 2nd ed. Boston: McGraw Hill. Call Number : QA76.9.S88 .M37 2006.

40 BIC 21203 Web Development Prerequisite Course(s): Taken BIC10204 Algoritm and Programming Synopsis This course emphasizes on the knowledge and skills in web application development. Topics includeintroduction to Internet and WWW, markup language, style sheet, client server scripting, database access through web and latest web technology. References 1. Scobey, P. and Lingras, P., (2013) Web programming and Internet technologies : an E-commerce approach. Burlington, MA : Jones & Bartlett Learning. Call number: TK5105.888 .S36 2013. 2. Deitel, P. J., (2012) Internet & world wide web: how to program. 5th ed. New Jersey: Boston: Pearson. Call number: QA76.625.D443 2012. 3. Sklar, Joel, (2009) Principles of web design, 4th ed., Boston, MA : Course Technology, Call number: TK5105.888 .S55 2009. 4. Stobart, Simon and Parsons, David, (2008) Dynamic web application development using PHP and MySQL, London : Cengage Learning, Call number: TK5105.888 .S76 2008. 5. Bates, C., (2006) Web programming: building Internet applications. 3rd ed. New York: John Wiley & Sons. BIC 21303 Computer Network Prerequisite Course(s): None Synopsis This course emphasizes the knowledge and skills in computer networking. Topics include introducton to network and data communication, data communication, network: OSI model, network: TCP/IP model, Wide Area Network (WAN) and Internet and latest web technology. References 1. Forouzan, B. A., (2012). Data communications and networking. 5th ed. New York : McGraw-Hill. Call Number: TK5105.F67 2012 2. Kurose, J. F. & Ross, K. W., (2016). Computer networking: a top-down approach. 7th ed. Reading, MA: Addison Wesley. 3. Comer, D. E., (2014). Computer networks and internets. 6th ed. Upper Saddle River, NJ: Pearson. 4. Peterson, L. L. & Davie, B. S., (2011). Computer networks: a systems approach. 5th ed. San Francisco: Morgan Kaufmann Publishers. 5. Stallings, W., (2013). Data and computer communications. 10th ed. New Jersey: Prentice Hall. 6. Odom, W., (2016). CCNA Routing and Switching Official Certification Guide. New York: CISCO Press. BIC 21404 Database Prerequisite Course(s): None Synopsis This course exposes students to the knowledge and skills in database. Topics include introduction to database, database concept, entity relationship modelling, database normalization, database design, syntax query language (SQL) and online database technology.

41 References 1. Connoly, T. & Begg, C., (2015) Database system: a practical approach to design, implementation and management. 6th ed. New York: Addison-Wesley. 2. Michael, J. H., (2013) Database Design for Mere Mortals: A hands-on Guide to Relational Database Design, 3rd ed. Upper Saddle River: Addison-Wesley. 3. Silberschatz, A., Korth, H. & Sudarshan, S., (2011) Database system concepts. 6th ed. New York: McGraw-Hill. Call Number : QA76.9.D3 .K69 2011. 4. Nenad, J. (2013) Introduction to Database and Data Warehouses. Pearson. 5. Databases and information systems VI : selected papers from the ninth international baltic conference, DB&IS 2010. Call Number: QA76.9 .D374 2010. BIC 31602 Degree Project I Prerequisite Course(s): None Synopsis This course discusses on the research methodology of a degree project. Topics include introduction to computing projects, research, project formulation/selection, literature review, project planning and risk management, project implementation - software development, writing and presentation. References 1. Pusat Pengajian Siswazah UTHM, (2011) Panduan menulis tesis. 4th ed. Parit Raja: Penerbit UTHM. 2. Othman Talib, (2014) 10 Panduan Menulis Tesis dengan Cepat dan Efisyien. Bandar Baru Bangi: MPWS Rich Resources. Call Number : LB2369 .084 2014 3. Kumar, R., (2011) Research methodology: a step-by-step guide for beginners. New Jersey: Prentice Hall, Inc. London: SAGE. Call Number: Q180.55.M4 .K85 2010. 4. Dawson, C. W., (2009) Projects in computing and information systems: a student’s guide. 2nd ed. Essex Pearson Education Limited. 5. Avison, D. & Fitzgerald, G., (2008) Information systems development: methodologies, techniques and tools, 4th ed. Berkshire: McGraw Hills. BIC 31704 Degree Project II Prerequisite Course(s): Passed BIC31602 Degree Project I Synopsis This course discusses on the research methodology of a degree project. Topics include introduction to computing projects, research, project formulation/selection, literature review, project planning and risk management, project implementation - software development, writing and presentation. Rujukan/References 1. Pusat Pengajian Siswazah UTHM, 2012. Panduan menulis tesis. 4th ed. Parit Raja: Penerbit UTHM. 2. Othman Talib, (2014) 10 Panduan Menulis Tesis dengan Cepat dan Efisyien.Bandar Baru Bangi: MPWS Rich Resources. Call number : LB2369 .084 2014 3. Kumar, R., (2011) Research methodology: a step-by-step guide for beginners. New Jersey: Prentice Hall, Inc. London: SAGE. Call number: Q180.55.M4 .K85 2010. 4. Dawson, C. W., (2009) Projects in computing and information systems: a student’s guide. 2nd ed. Essex Pearson Education Limited.

42 5. Avison, D. & Fitzgerald, G., (2008) Information systems development: methodologies, techniques and tools, 4th ed. Berkshire: McGraw Hills. BIC 41812 Industrial Training Prerequisite: Students obtained 70% of program total credit Synopsis This course requires students to attend a 24-weeks industrial training in any government or private agencies. Two supervisors will be appointed to each student - faculty and industry. The students will be given an assignment or a project that should be discussed and approved beforehand. At the end of this course, the projects/assignments have to be presented to both supervisors. Rujukan/Reference UTHM Practical Training Log Book Synopsis of Core Specialisation Courses BIW 10103 Fundamental of Web Technology Prerequisite Course(s): None Synopsis The course focuses on the knowledge and web applications design and development. Topics of discussion include introduction to web technology, TCP/IP routing, domain name system (DNS), Web server and proxy, web security, web and internet management. References 1. Passant, A. (2011). Semantic Web Technologies for Enterprise 2.0. IOS Press, Germany. Call no.: TK5105.88815 .P37 2011 2. Kurose, J. F. dan Ross, K.W. (2009). Computer Networking: A Top-Down Approach Featuring the Internet (5th ed). Colorado: Addison-Wesley. Call no.: TK5105.89.I57 .R67 200. 3. Forouzan, B. A. (2012). Data Communications and Networking, 5th ed., Toronto: McGraw-Hill. Call no.: TK5105 .F67 2012 4. Stallings, W. (2010). Data and Computer Communications, 9th ed., New Jersey: Pearson Prentice Hall. 5. Jeffrey. C. J. (2007). Web Technologies: A Computer Science Perspective, NJ: Prentice Hall. BIW 10203 Web Application Prerequisite Course(s): None Synopsis The course focuses on the knowledge and skills in designing and developing web applications. Topics of discussion include introduction to web applications, web applications model, devices, softwares and communications in web applications, internet marketing and e-CRM, online industries and banking, elearning, e-entertainment, e-work, and issues in web and internet applications. References

43 1. Srinivas Sajja, P., (2012). Intelligent technologies for web applications. Boca Raton, FL : Taylor & Francis. Call Number TK5105.88815 .S74 2012. 2. David, M., (2013). HTML5 : designing rich internet applications. New York: Focal Press. Call Number QA76.76.H94 .D38 2013. 3. Gillispie, M., (2014). From notepad to iPad : using apps and Web tools to engage a new generation of students. New York, NY : Routledge. Call Number LB1028.5 .G55 2013. 4. Sullivan, B. (2012). Web application security: a beginner's guide. New York : McGraw-Hill. Call Number TK5105.59 .S94 2012. 5. Geddes, Brad (20132, Advanced Google AdWords Indianapolis, Ind. : John Wiley & Sons. Call Number HF6146.I58 .G42 2012 BIW 20404 Web Service Technology Prerequisite Course(s): None Synopsis The course focuses on the knowledge and skills of utilising and manipulating web services. Topics of discussion include current web services development, extensible markup language, web services, web service programming, web service security, and database linking through web. References 1. Douglas K. B., Dick, D., (2013) Web Services, Service-Oriented Architectures, and Cloud Computing: The Savvy’s Guide. Elsevier. Call Number: TK5105.88813 .B37 2013. 2. Burke, B., (2014) RESTful Java with JAX-RS 2.0. O'Reilly Media. Call Number: TK5105.8885.J38 .B87 2014. 3. Kalin, M., (2013) Java Web Services: Up and Running, (2nd Edition), O'Reilly Media. 4. Stanek, W., (2014) XML, DTDs, Schemas: The Personal Trainer. Reagent Press Books & Audio. 5. Papazoglou, M., (2012) Web services and SOA: principles and technology. Pearson Education. BIS 20303 Web Security Prerequisite Course(s): None Synopsis The course provides students with the theories and skills in web security. Topics discussed include introduction to internet security, validation methods, integrity messages, types of internet security threats, internet security protocols, electronic mail security, internet security infrastructures, and internet security risks management. References 1. Barnett, R. C. (2012). The Web Application Defender's Cookbook : Battling Hackers And Protecting Users, Indianapolis, IN : Wiley Pub. Call Number: TK5105.59 .B375 2012. 2. Harwood, M. (2016). Internet Security : How To Defend Against Attackers On The Web. 2nd ed., Jones & Bartlett Learning, Information Systems Security & Assurance Series. Call Number: HM742 .H38 2016. 3. Bernik, I. (2014). Cybercrime And Cyberwarfare, Hoboken, NJ : John Wiley. Call Number: HV6773 .B37 2014. 4. Sullivan, B. (2012). Web Application Security : A Beginner's Guide. New York : McGraw-Hill. Call Number: TK5105.59 .S94 2012. 5. Nahari, H. (2011). Web Commerce Security : Design And Development, Indianapolis : Wiley Pub. Call Number: QA76.9.A25 .N33 2011.

44 BIE 33103 DotNet Programming Prerequisite Course(s): Taken BIC 10204 Algorithm and Programming Synopsis The course introduces students to the theories and practicals of .NET programming. Topics of discussion include introduction to .NET framework, Visual Studio .NET, .NET programming, GUI programming, multithreading, files, Framework Class Library (FCL) and graphics. References 1. Spaanjaars, I., (2014) Beginning ASP.NET 4.5.1: in C# and VB. Indianapolis: John Wiley & Sons Inc. Call Number: TK5105.8885.A26 .S62 2014. 2. Halvorsen, H., (2014) ASP.NET and Web Programming. New Jersey: Prentice-Hall. 3. Johnson, B., (2015) Professional Visual Studio 2015. 1st. ed. Indianapolis: John Wiley & Sons Inc. 4. Mishra, B. B., (2016) Learning ASP.NET Web API. Birmingham: Packt. Publishing. 5. Price, J. M., (2016) C# 6 and .NET Core 1.0: Modern Cross-Platform Development. Birmingham: Packt. Publishing. 6. Sharp, J., (2015) Microsoft Visual C# step by step. 8th. ed. Redmond: Microsoft Press BIW 33003 Content Management System Prerequisite Course(s): None Synopsis The course focuses on the knowledge and skills in designing and developing content management applications. Topics of discussion include introduction to content management system (CMS) design, CMS development, and database. References 1. Barker, D., (2016). Web Content Management: Systems, Features, and Best Practices, 1st Ed., O’Reilly Media Inc. 2. Meghan Casey. (2015). The Content Strategy Toolkit: Methods, Guidelines, and Templates for Getting Content Right (Voices That Matter), 1st Ed., Brain Traffic Inc. 3. Cameron, S. A., (2011). Enterprise Content Management: A Business and Technical Guide. London: British Computer Society. Call Number: HD30.213 .C35 2011. 4. White, M. S., (2005). The Content Management Handbook. London: Facet Publishing. Call Number: TK5105.888 .W44 2005. 5. Boiko, B., (2005). Content Management Bible, 2nd Ed., New Jersey: John Wiley & Sons. BIM 30503 Human Computer Interaction Prerequisite Course(s): None Synopsis The course focuses on the knowledge and skills in designing and developing content management applications. Topics of discussion include introduction to content management system (CMS) design, CMS development, and database.

45 References 1. Rogers, Y., Sharp, H. & Preece, J. (2011) Interaction Design: Beyond Human-Computer Interaction. United Kingdom: John Wiley & Sons Ltd. Call Number: QA76.9.H85 .R63 2011 2. MacKenzie, I. Scott. (2013) Human-Computer Interaction : An Empirical Research Perspective. Amsterdam : Morgan Kaufmann. Call Number: QA76.9.H85 .M32 2013 3. Brejcha, Jan. (2015) Cross-Cultural Human-Computer Interaction and User Experience Design : A Semiotic Perspective. Boca Raton : CRC Press. Call Number: QA76.9.H85 .B73 2015 4. Shneiderman, Ben. (2010) Designing the User Interface : Strategies for Effective Human-Computer Interaction. Boston : Addison-Wesley. Call Number: QA76.9.H85 .S56 2010. 5. Te'eni, D., Carey, J. & Ping, Z.,(2007) Human computer interaction : developing effective organizational information systems. Hoboken, NJ : John Wiley. Call Number: QA76.9.H85 .T44 2007 Synopsis of Elective Courses BIW 33103 Distributed Database Prerequisite Course(s): Taken BIC 21404 Database Synopsis The course focuses on the knowledge and skills in designing distributed database. Topics of discussion include introduction to distributed database, distributed database architecture, distributed database design, distributed query processing, and distributed transaction management. References 1. Gnanasundaram, Somasundaram (2012). Information storage and management : storing, managing, and protecting digital information in classic, virtualized, and cloud environments. 2nd ed. New Jersey : Prentice Hall International Inc. Call Number: QA76.9.D3 .I54 2012 2. Augsten, Nikolaus, Michael H. Bohlen (2014). Similarity joins in relational database systems. San Rafael : Morgan & Claypool. Call Number: QA76.9.D3 .A93 2014 3. Connoly, T. & Begg, C., 2015. Database Systems: A Practical Approach to Design, Implementation and Management. London: Addison-Wesley (Sixth Edition). 4. Coronel, Carlos (2013). Database systems: design, implementation, and management. 11th ed., Stamford, CT : Cengage Learning. Call Number: QA76.9.D26 .C67 2013 5. Wijnhoven, Fons (2012). Information services design : a design science approach for sustainable knowledge. New York : Routledge, 2012. Call Number: ZA3157 .W54 2012 6. Saeed, R., Haug, F.S. (2010). Distributed database management systems : a practical approach. 2 nd ed. Hoboken, NJ : Wiley. Call Number: QA76.9.D3 .R36 2010 BIW 33403 Pervasive Computing Prerequisite Course(s): None Synopsis The course focuses on the knowledge and skills in designing and development of pervasive computing applications. Topics of discussion include introduction to pervasive and wireless computing, internet protocols and operational systems for pervasive technology, pervasive and wireless technology architecture, protokol internet dan sistem pengoperasian bagi teknologi pervasive, wireless protocols, file systems and database, pervasive computing programming, context-aware computing, and development in pervasive computing technology.

46 References 1. Minyi, G., Jingyu Z., Feilong, T. & Yao, S., (2017). Pervasive Computing: Concepts, Technologies and Applications. Taylor & Francis Group. 2. Obaidat, M. S., (2011). Pervasive Computing and Networking. John Wiley & Sons. Call Number: QA76.5915 .P47 2011. 3. Malatras, A., (2011). Pervasive Computing and Communications Design and Deployment: Technologies, Trends and Applications. Information Science Reference. 4. Wahe, P., (2015). Learning Internet of Things. Packt Publishing. 5. Hersent, O., Boswarthick, D. & Elloumi, O., (2015). The Internet of Things: Key Applications and Protocols. 2nd Ed., John Wiley & Sons Ltd., Call Number: TH6012 .H47 2015. 6. Norris, D., (2015). The Internet of Things: Do-It-Yourself at Home Projects for Arduino, Raspberry Pi and BeagleBone Black. 1st Ed., McGraw Hill Education, Call Number: QA76.8.R19 .N674 2015 BIW 33503 Special Topics in Web Technology Prerequisite Course(s): None Synopsis The course is student research oriented in the fields of web technologies, especially in technology transfer and new findings. The course requires direct student involvement during the discussions in class or online (newgroup/online forum). Topics discussed will be focused on current issues and challenges in web technology. References 1. Srinivas Sajja, Priti (2012) Intelligent technologies for web applications, Boca Raton, FL : Taylor & Francis. Call Number: TK5105.88815 .S74 2012 2. Anderson, Paul (2012) Web 2.0 and beyond : principles and technologies, Boca Raton : CRC Press. Call Number: TK5105.88817 .A52 2012. 3. Behmann, Fawzi (2015) Collaborative internet of things (C-IoT) : for future smart connected life and business, Chichester : John Wiley. Call Number: TK7895.E43 .B43 2015. 4. Chu, Wesley W. (2014) Data mining and knowledge discovery for big data : methodologies, challenge and opportunities, (1st ed.), Berlin, Heidelberg : Springer. Call Number: QA76.9.D343 .D379 2014. 5. Bonk, Curtis J. (2009) The world is open : how web technology is revolutionizing education, San Francisco : Jossey-Bass. Call Number: LB1044.87 .B66 2009 BIW 33603 E-Commerce Prerequisite Course(s): None Synopsis This course focuses on knowledge and skill in designing and development of E-commerce application. Topics covered in this course are History of E-commerce, Market opportunity analysis, Online business model, Marketing communication and branding, System implementation, Electronic payment system, Esommerce issues, Implementation and the future of E-commerce. References 1. Valverde, Raul. 2012. Information systems reengineering for modern business systems : ERP, supply chain and e-commerce management solutions. Hershey, PA : Information Science Reference. Call Number: QA76.758 .I53 2012 2. Lee, In. 2012. Transformations in e-business technologies and commerce : emerging impacts. Hershey, PA : Business Science Reference. Call Number: HF5548.32 .T72 2012.

47 3. Kumar, Muneesh. 2012. Trust and technology in B2B e-commerce : practices and strategies for assurance. Hershey, PA : Business Science Reference. Call Number: HF5548.32 .K85 2012. 4. Bak, Ozlem. 2011. Impact of e-business technologies on public and private organizations : industry comparisons and perspectives. Hershey, PA : Business Science Reference. Call Number: T58.5 .I46 2011. 5. Sanayei, Ali. 2011. E-business in developing countries. London : Koros Call Number: HF5548.32 .E38 2011 BIW 33703 Cloud Computing Prerequisite Course(s): None Synopsis This course emphasizes the knowledge and skills in constructing web application and existing applications transformation into cloud computing environment. This course discusses the introduction of cloud computing, technology, architecture and the roles of cloud computing, security and data protection in cloud computing environment. References 1. Chandrasekaran, K., (2015). Essentials of cloud computing. Boca Raton, FL : CRC Press Call Number : QA76.585 .C42 2015 2. Kale, Vivek, (2015), Guide to cloud computing for business and technology managers : from distributed computing to cloudware applications. Boca Raton, FL : CRC Press, Call Number: QA76.585 .K35 2015 3. Li, Kuan-Ching, (2014). Cloud computing and digital media : fundamentals, techniques, and applications. Boca Raton : Taylor & Francis, Call Number: QA76.585 .C57 2014 4. Yang, Chaowei, (2014). Spatial cloud computing : a practical approach. Boca Raton : CRC. Call Number: G70.217.G46 .Y36 2014 5. Gilster, Ron. (2015). CompTIA Cloud+ CV0-001 in depth. Independence, KY : Cengage Learning. Call Number: QA76.585 .G54 2015 BIW 33803 Internet of Things Prerequisite Course(s): None Synopsis This course covers the concepts of the Internet of Things (IoT) technologies. It introduces comprehensive knowledge about IoT sensors, sensor boards / IoT edge devices and IoT platforms. Students will learn how to build IoT systems and write suitable programs for IoT applications (smart buildings/cities, industry, healthcare, etc.). References 1. Rajkumar Buyya, Amir Vahid Dastjerdi (2016). Internet of things : principles and paradigms, Cambridge: MA Morgan Kaufmann is an imprint of Elsevier. 2. Hanes, D., Salgueiro, G., Grossetete, P., Barton, R., & Henry, J. (2017). IoT fundamentals: Networking technologies, protocols, and use cases for the internet of things. Cisco Press. 3. Minoli, D. (2013). Building the internet of things with IPv6 and MIPv6: the evolving world of M2m communications. John Wiley & Sons. 4. Buyya, R., & Dastjerdi, A. V. (Eds.). (2016). Internet of Things: Principles and paradigms. Elsevier.

48 BIM30603 Mobile Applications Development Prerequisite Course(s): None Synopsis This course focuses on the application development for mobile device. Topics include basic mobile computing, mobile application design, mobile programming, memory management, application and services, mobile commerce and technology growth in mobile computing. References 1. Mikkonen, T., 2007. Programming mobile devices: An introduction for practitioners. New Jersey: Wiley. QA76.59 .M54 2007 2. Leggett, R., Janousek, S., & de Boer, W., 2006. Foundation flash applications for mobile devices. Berkeley: Friends of ED. 3. Adelstein, F., Gupta, S. K., Richard III, G. & Schwiebert, L., 2005. Fundamentals of mobile and pervasive computing. London: McGraw-Hill. TK5103.2 .F86 2005 4. Knudsen, J. & Li, S., 2005. Beginning J2ME: from novice to professional. 3rd ed. New Jersey: Apress. 5. Head, M & Li, E. Y., 2009. Mobile and ubiquitous commerce: advanced e-business methods. Hershey, PA: Information Science Reference. BIT 20903 Artificial Intelligence Prerequisite Course(s): None Synopsis This course introduces topics such as searching and problem solving, knowledge representation, logic, knowledge engineering, machine learning, and artificial intelligence future. References 1. Russel, S., and Norvig, P., (2020). Artificial Intelligence: A Modern Approach. 4th Edition. Pearson Education. [ISBN-13: 978-0134610993, ISBN-10: 0134610997]. 2. Mitchell, M. (2019). Artificial Intelligence: A Guide for Thinking Humans. Farrar, Straus and Giroux Publications. [ISBN-10:0374257833, ISBN-13: 978-0374257835] 3. Stone, J. V., (2019). Artificial Intelligence Engines. Sebtel Press. [ISBN-13: 978-0956372819, ISBN10: 0956372813]. 4. Mehrotra, D., (2019). Basics of Artificial Intelligence & Machine Learning. Notion Press. [ISBN-10: 1645872823, ISBN-13: 978-1645872825]. 5. Wilkins, N., (2019). Artificial Intelligence. Bravex Publications. [ISBN-10: 1950922510, ISBN-13: 978-1950922512]. 6. Rothman, D., (2018). Artificial Intelligence by Example. Packt Publishing. [ISBN-10: 1788990544, ISBN-13: 978-1788990547]. 7. Li, D., & Du, Y. (2017). Artificial intelligence with uncertainty. CRC press. BIT 30303 Decision Support System Prerequisite Course(s): None Synopsis This course introduces topics such as Data and Model Management, Decision Making, Decision Making Process, Decision Making Modelling, Decision Support System Design and Development, User Interface

49 Component, Decision Support System Integration and Implementation, Group Decision Support System. References 1. Ramesh Sharda, Dursun Delen & Efraim Turban (2019) Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support (11th Edition). Pearson 2. S. Christian Albright (2015) VBA for Modelers: Developing Decision Support Systems with Microsoft Office Excel 5th Edition. Cengage Learning 3. Efraim, T., Aronson, J. E. Liang T. & McCarthy R.V. (2011). Decision support and businessintelligence systems. 9th ed. New York: Prentice Hall. Call Number: HD30.2 .D42 2007 4. Chiang S.J., (2011). Efficient Decision Support System : Practice and Challenges in Multidisciplinary Domains. Rijeka:INTECH OPEN ACCESS 5. Efraim.T., et.al. (2014). A Business Intelligence and Analytics: Systems for Decision Support. New York : Pearson. 6. Chiu, C. M., Liang, T. P., & Turban, E. (2014). What can crowdsourcing do for decision support?. Decision Support Systems, 65, 40-49. BIT 33603 Data Mining Prerequisite Course(s): None Synopsis This course provides detail explanation on data mining and machine learning, which include: classification, clustering, association rules and so on. Emphasis will be laid on performance and implementation issues, as well as on application such as web mining. References 1. Galit Shmueli, Peter C. Bruce, Peter Gedeck & Nitin R. Patel (2019). Data Mining for Business Analytics: Concepts, Techniques and Applications in Python. Wiley 2. Witten, I. H., Frank, E., Hall, M. A., & Pal, C. J. (2016). Data Mining: Practical machine learning tools and techniques. Morgan Kaufmann. 3. Larose, D.T. & Larose, C.D. (2015). Data mining and predictive analytics. Hoboken, NJ: John Wiley. Call Number: QA76.9.D343 .L375 2015. 4. Han, J., Kamber, M., & Pei, J. (2012). Data mining: concepts and techniques. Burlington, MA: Elsevier. Call Number: QA76.9.D343 .H36 2012. 5. Gupta, G.K. (2011). Introduction to data mining with case studies. New Delhi: Prentice-Hall. Call Number: QA76.9.D343 .G86 2011. 6. Kudyba, S. (2014). Big data, mining, and analytics: components of strategic decision making. CRC Press. BIT 34303 Machine Learning Prerequisite Course(s): None Synopsis An introduction to machine learning theories and algorithms. Topics include supervised Learning (artificial neural networks, support vector machines) and unsupervised learning (clustering, dimensionality reduction) References 1. Lee meng Wei. (2019). Python Machine Learning. Wiley.