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UM_Handbook/Dataset/Manual_Index/UM_Manual_Core_Question_Index.json DELETED
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UM_Handbook/Dataset/SFT Dataset Core Questions Draft/SFT_QA_Draft_Build_Report.json DELETED
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UM_Handbook/Dataset/SFT Dataset Core Questions Draft/SFT_QA_Metadata_Draft.jsonl DELETED
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UM_Handbook/Dataset/SFT Dataset Core Questions Draft/SFT_QA_Training_Draft.jsonl DELETED
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UM_Handbook/Dataset/SFT_Dataset/SFT_QA_Metadata.jsonl DELETED
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UM_Handbook/Dataset/Source Chunk Dataset/Source_Chunks_Dataset_report.json DELETED
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UM_Handbook/Dataset/markdown/general_handbook_structured.md DELETED
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- # General Handbook (Structured Markdown)
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-
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-
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-
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- ## Faculty Objectives :: Faculty Objectives
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-
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- - scope_label: general
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- - source_doc: General Handbook
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- - pages: 9-9
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-
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- ### Page 9
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- VISION
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- A global faculty impacting the world
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- MISSION
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- Propelling computing technology and
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- producing world class leaders
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- OBJECTIVES
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- To sustain an outstanding faculty dedicated to excellence in
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- undergraduate and postgraduate teaching, learning and research.
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- To contribute towards the development of the nation through the
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- production of quality research and publications.
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- To provide innovative academic programs that can respond to the
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- changing needs of the society.
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- To produce quality graduates who are equipped with advanced
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- knowledge and skills of computer science and information technology.
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-
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-
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- ## History of the Faculty :: History Overview
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-
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- - scope_label: general
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- - source_doc: General Handbook
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- - pages: 10-11
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-
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- ### Page 10
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- The provision of computer facilities and services at the Universiti Malaya
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- (UM) began soon after the Computer Centre was officially formed in 1965.
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- This made the university one of the pioneers in computer usage in Malaysia.
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- In December 1969, the Computer Centre took on an additional role of
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- teaching and research of computer science and information technology. The
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- Computer Centre Board was formed, comprising the Vice-Chancellor (as
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- Chairman), the Director of Computer Centre (as Secretary), and a
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- representative from each Faculty, Institute, Centre and the University
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- Senate.
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- In 1974, the Diploma in Computer Science programme was introduced.
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- From its inception in the 1974/1975 Session to the 1997/1998 Session, a
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- total of 300 students had been awarded the Diploma. The Master of
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- Computer Science (MCS) and Doctor of Philosophy (Ph.D.) programme
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- were two (2) higher degree programme by research approved by the Senate
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- and had been administered by the Computer Centre since 1985. In addition,
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- the Computer Centre offered a four (4) years Bachelor of Computer Science
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- programme. The first undergraduate enrolment for the 1990/1991 Session
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- was 50 students.
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- In April 1st, 1993, the University Senate agreed to the formation of the
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- Computer Centre Study Board. The Board proposed the establishment of a
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- faculty to be called the Faculty of Computer Science and Information
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- Technology (FCSIT). The existing Computer Centre was to be annulled and
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- replaced by a Computer Services Division which was placed under the
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- Chancellery.
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- On September 22nd, 1994, the University of Malaya Council agreed to the
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- formation of the Faculty of Computer Science and Information Technology
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- (FCSIT), and the Computer Services Division. A sum of 4.2 million was
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- obtained from the Ministry of Education under the Sixth Malaysian Plan to
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- put up a new building for the faculty, with the necessary infrastructure for
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- teaching, learning and research. The building was officially declared open by
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- the Minister of Education, Dato' Sri Najib Tun Abdul Razak on September
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- 26th, 1996.
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- HISTORY OF THE FACULTY
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-
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- ### Page 11
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- The Bachelor of Information Technology programme started in the
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- 1996/1997 Session, with an initial intake of 50 students. To accommodate
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- an increase student population, an additional building was built which was
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- officially opened by Datuk Fong Chan Onn, Deputy Minister of Education on
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- September 21st, 1998.
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- Since its establishment, the Faculty of Computer Science and Information
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- Technology have been led by a number of distinguished persons. The
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- following have served as Directors/Dean:
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- HISTORY OF THE FACULTY
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- 1967 – 1973
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- 1973 – 1975
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- 1975 – 1978
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- 1978 – 1982
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- 1982 – 1990
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- 1990 – 1992
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- 1992 – 2000
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- 2000 – 2002
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- 2002 – 2004
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- 2004 – 2005
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- 2005 – 2006
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- 2006 – 2007
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- 2007 – 2009
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- 2009 – 2010
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- 2010 – 2011
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- 2011 – 2014
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- 2014 – 2017
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- 2017 – 2019
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- 2019 - 2021
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- 2022 –2024
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- 2024 - 2025
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- 2025 - Current
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- Mr. Ong Yin Fook
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- Professor Paul Peach
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- Dr. R.K. Pillay
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- Dr. Tan Bock Thiam
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- Assoc. Prof. Ir. Dr. Mashkuri Yaacob
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- Professor Lee Poh Aun
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- Professor Ir. Dr. Mashkuri Yaacob
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- Assoc. Prof. Dr. Siti Salwah Salim
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- Assoc. Prof. Dr. Zainab Awang Ngah
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- Professor Ir. Dr. N. Selvanathan
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- Assoc. Prof. Dr. Siti Salwah Salim
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- Professor Dato' Dr. Ir. Mashkuri Hj. Yaacob
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- Professor Dr. Mohd Sapiyan Baba
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- Professor Dr. David Ngo Chek Ling
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- Professor Dr. Wan Ahmad Tajuddin Wan Abdullah
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- Professor Dr. Siti Salwah Salim
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- Professor Dr. Abdullah Gani
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- Professor Dr. Abrizah Abdullah
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- Professor Datin Dr. Sameem Abdul Kareem
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- Professor Dr. Loo Chu Kiong
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- Professor Ir. Dr. Chan Chee Seng
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- Associate Professor Dr. Norisma Idris
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-
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-
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- ## Academic Calendar 2025/2026 :: Master and Doctorate Level Academic Calendar
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-
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- - scope_label: postgraduate
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- - source_doc: General Handbook
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- - pages: 4-4
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-
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- ### Page 4
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- Lampiran B2
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- ACADEMIC CALENDAR 2025/2026 ACADEMIC SESSION
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- (MASTER AND DOCTORATE LEVEL)
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- AMENDMENT
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- ‘SEMESTER |
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- ‘Orientation (Week of Welcome)-WOW 1 week 05.10.2025 = «= 12.10.2025
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- Lectures, 6 weeks" 19.10.2028 - 23.11.2025
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- Mid Semester | Break 1 week 24.11.2025 = © 30.11.2025
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- Lectures. 8 weeks" 01.12.2025 = �� 25.01.2026
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- Revision Week 1 weeks" 26.01.2028 © - 01.02.2026
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- ‘Semester | Final Examination 3 weeks" 02.02.2026 - © 2202.2026
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- ‘Semester | Break 2 week 23.02.2028 - 08.03.2026
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- 22 weeks
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- ‘SEMESTER I
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- Lectures: 7 weeks" 09.03.2026 - 26.04.2026
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- ‘Mid Semester II Break 1 week 27.04.2028 © - 03.05.2026
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- Lectures, 7 weeks* 04052026 - 21.06.2026
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- Revision Week 1 week* 22.06.2026 - 28.06.2026
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- ‘Semester II Final Examination 3 weeks" 29.06.2026 - 19.07.2026
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- ‘Semester Il Break 4 _weeks 20.07.2028 - 16.08.2026
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- 23 weeks
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- ‘SPECIAL SEMESTER
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- Lectures: 7 weeks" 27.07.2026 - ~— 13.09.2026
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- ‘Special Semester Final Examination 1 week* 14092028 © - 20.09.2026
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- Special Semester Break 1_week 21.09.2026 28.09.2026
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- 9 weeks
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- Notes:
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- (1) The Module Registration and Examination Schedule can be referred to at tips /umsitsquide um edu my. All,
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- information is subject to change.
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- (0) The Academic Calendar has taken into account public and festive holidays and is subject to change
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- Deepavali 20 October 2025 (Monday)
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- CChvistnas Day 2 December 2025 (Thursday)
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- New Year 04 Janvary 2026 (Thursday)
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- ‘Thaipusam 01 February 2026 (Sunday)
166
- Federal Tertitory Day 01 February 2026 (Sunday)
167
- ‘Chinese New Year 17 & 18 Fetruary 2026 (Tuesday & Wednesday)
168
- Nuzul Al-Quran, 07 March 2026 (Saturday)
169
- Edu Fn 20.21 March 2026 (Friday & Saturday)
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- Labour Day 1 May 2026 (Friday)
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- idl Adhal 27 May 2026 (Wednesday)
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- Wesak Day 34 May 2026 (Sunday)
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- His Majesty the King's Birthday (1 June 2026 (Monday)
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- ‘Awal Muharram 16 June 2028 (Tuesday)
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- Prophet Munammads (Mauidur Rasu) 26 August 2026 (Tuesday)
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- atonal Day 31 August 2026 (Monday)
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- Malaysia Day 16 September 2026 (Wednesday)
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- (DUM PG est 2026 (09.11 June 2026 (Tuesday - Thursday)
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- *Senate August 28, 2025
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-
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-
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- ## Academic Calendar 2025/2026 :: Bachelor Degree Level Academic Calendar
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-
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- - scope_label: undergraduate
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- - source_doc: General Handbook
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- - pages: 12-12
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-
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- ### Page 12
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- Ey
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- ACADEMIC CALENDAR et
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- SESSION 2025/2026 A
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- eee
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- ACADEMIC CALENDAR 2025/2026 ACADEMIC SESSION
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- (BACHELOR DEGREE LEVEL)
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- AMENDMENT
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- SEMESTER |
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- Orientation (Week of Welcome)-WOW 1 week 05.10.2025 - 12.10.2025
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- Lectures 6 weeks* 13.10.2025 - = 23.11.2025
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- Mid Semester | Break 1 week 24.11.2025 - 30.11.2025
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- Lectures, 8 weeks* 01.12.2025 - — 26.01.2026
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- Revision Week 1 weeks* 26.01.2026 - 01.02.2026
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- ‘Semester | Final Examination 3 weeks* 02.02.2026 - 22.02.2026
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- ‘Semester | Break 2 week 23.02.2026 - 08.03.2026
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- 22 weeks
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- ‘SEMESTER I
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- Lectures 7 weeks* 09.03.2026 - 26.04.2026
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- Mid Semester II Break 1 week 27.04.2026 - 03.05.2026
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- Lectures. 7 weeks* 04.05.2026 - 21.06.2026
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- Revision Week 1 week" 22.06.2026 - 28.06.2026
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- ‘Semester II Final Examination 3 weeks* 29.06.2026 - 19.07.2026
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- ‘Semester II Break 4_weeks 20.07.2026 - 16.08.2026
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- 23 weeks
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- ‘SPECIAL SEMESTER
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- Lectures: 7 weeks* 27.07.2026 - — 13.09.2026
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- ‘Special Semester Final Examination 1 week" 14.09.2026 - 20.09.2026
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- ‘Special Semester Break 1_week 21.09.2026 28.09.2026
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- 9 weeks
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- Notes:
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- (1) The Module Registration and Examination Schedule can be referred to at https://umsitsquide um edumy, All
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- information is subject to change.
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- (() The Academic Calendar has taken into account public and festive holidays and is subject to change’
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- Deepavali 20 October 2028 (Monday)
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- ‘Christmas Day 25 December 2025 (Thursday)
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- New Year 01 January 2026 (Thursday)
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- ‘Thaipusam 01 February 2026 (Sunday)
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- Federal Tertory Day (01 February 2026 (Sunday)
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- Chinese New Year 17 & 18 February 2026 (Tuesday & Wednesday)
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- ‘Nuzul Al-Quran 07 March 2026 (Saturday)
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- Eidul Ft 20 & 21 March 2026 (Friday & Saturday)
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- Labour Day, 01 May 2026 (Friday)
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- Eidul Adna (27 May 2026 (Wednesday)
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- Wesak Day 31 May 2026 (Sunday)
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- His Majesty the King's Birthday 1 June 2026 (Monday)
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- ‘Awal Muharram 16 June 2026 (Tuesday)
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- Prophet Muhammad's (Maulidur Rasul) 25 August 2026 (Tuesday)
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- ‘National Day 31 August 2026 (Monday)
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- Malaysia Day 16 September 2026 (Wednesday)
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- () UM UG Fest 2026 (09-11 June 2026 (Tuesday - Thursday)
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- *Senate August 28, 2025
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-
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-
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- ## Teaching and Learning Facilities :: Teaching Labs
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-
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- - scope_label: general
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- - source_doc: General Handbook
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- - pages: 13-14
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-
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- ### Page 13
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- (A) TEACHING LABS
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- The Faculty of Computer Science and Information Technology provide 9 laboratories for
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- teaching and learning purposes. The laboratories are as follows:
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- BLOCK A
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- Micro Lab 1 (MM1)
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- This lab has 50 units of computer that are connected to Windows Active Directory servers and
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- the Internet. The operating system for these PCs is Windows 10. This lab is opened to all
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- FSKTM undergraduate students.
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- Micro Lab 2 (MM2)
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- This lab has 12 units of computer that are connected to Windows Active Directory servers and
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- the Internet. The operating system for these PCs is Windows 10. This lab is opened to all
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- FSKTM undergraduate students.
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- Postgraduate Lab (ML)
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- This lab has 33 units of computer. All the computers are connected to Windows Active Directory
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- servers and the Internet. The operating system for these PCs is Windows 10. This lab is opened
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- to all FSKTM postgraduate students.
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- CCNA LAB (CCNA)
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- This lab has 41 units of computer. The operating system for these workstations is Windows 10.
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- There are also 25 units of Cisco 1700 Series Router, 4 units Cisco 1760 Series Router and 12
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- units switch Cisco 2950 CATALYST Series. This lab is opened to all FSKTM students.
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- Robotic Teaching Lab
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- The Robotic Teaching Lab @ FCSIT is part of the Department of Artificial Intelligence effort to
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- provide conducive intelligent learning environment to students taking the 'Intelligent Robotics'
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- course. Equipped with six mobile robots, the lab allows space for hands-on and robotic
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- experiments designed to help students understand the concept of robotic intelligence and
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- acquire the needful skills for the course.
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- TEACHING AND LEARNING FACILITIES
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- FACULTY OF COMPUTER SCIENCE AND
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- INFORMATION TECHNOLOGY
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-
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- ### Page 14
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- BLOCK B
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- Micro Lab 3 (MM3)
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- This lab has 60 units of computer that are connected to Windows Active Directory servers and
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- the Internet. This lab is opened to undergraduate and postgraduate students.
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- Micro Lab 4 (MM4)
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- This lab has 60 units of computer that are connected to Windows Active Directory servers and
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- the Internet. This lab is opened to undergraduate and postgraduate students.
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- Micro Lab 6 (MM6)
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- This lab has 45 units of computer that are connected to Windows Active Directory servers and
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- the Internet. This lab is opened to all FSKTM students but priority is given to multimedia courses.
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- Operating system – Windows 10.
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- Stroustrup Lab 1
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- This lab has 42 units of computer that are connected to the Internet. This lab is opened to
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- undergraduate students. Operating system – Windows 10.
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- (B) RESEARCH LABS
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- 29 research labs to support postgraduate students research activities, managed by various
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- departments in the faculty:
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- BLOCK A
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- Computer Technology Lab
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- This lab is opened to post-graduate student, priority given to students who are taking courses
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- related to the field Computer Technology.
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- TEACHING AND LEARNING FACILITIES
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- FACULTY OF COMPUTER SCIENCE AND
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- INFORMATION TECHNOLOGY
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-
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-
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- ## Teaching and Learning Facilities :: Research Labs
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-
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- - scope_label: general
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- - source_doc: General Handbook
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- - pages: 14-16
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-
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- ### Page 14
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- BLOCK B
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- Micro Lab 3 (MM3)
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- This lab has 60 units of computer that are connected to Windows Active Directory servers and
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- the Internet. This lab is opened to undergraduate and postgraduate students.
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- Micro Lab 4 (MM4)
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- This lab has 60 units of computer that are connected to Windows Active Directory servers and
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- the Internet. This lab is opened to undergraduate and postgraduate students.
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- Micro Lab 6 (MM6)
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- This lab has 45 units of computer that are connected to Windows Active Directory servers and
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- the Internet. This lab is opened to all FSKTM students but priority is given to multimedia courses.
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- Operating system – Windows 10.
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- Stroustrup Lab 1
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- This lab has 42 units of computer that are connected to the Internet. This lab is opened to
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- undergraduate students. Operating system – Windows 10.
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- (B) RESEARCH LABS
328
- 29 research labs to support postgraduate students research activities, managed by various
329
- departments in the faculty:
330
- BLOCK A
331
- Computer Technology Lab
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- This lab is opened to post-graduate student, priority given to students who are taking courses
333
- related to the field Computer Technology.
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- TEACHING AND LEARNING FACILITIES
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- FACULTY OF COMPUTER SCIENCE AND
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- INFORMATION TECHNOLOGY
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-
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- ### Page 15
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- TEACHING AND LEARNING FACILITIES
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- FACULTY OF COMPUTER SCIENCE AND
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- INFORMATION TECHNOLOGY
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- BLOCK B
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- Artificial Intelligence Research Lab
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- Qualitative reasoning, qualitative modeling, Intelligent Tutoring System, Case-based System,
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- Intelligent Interactive Multimedia System.
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- VLSI Research Lab
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- The study of the performance and the implementation of fast pipelined floating-point arithmetic
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- circuits and arithmetic algorithm, as well as on designing VLSI. Focus is given to the aspect of
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- VLSI circuits test.
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- Computer Systems and Network Research Lab
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- Focus on data security research through networking, ability of protocols and ATM studies.
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- Multimedia Research Lab
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- Research and development comprise:
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- Corporate training
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- Smart school education software
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- Distributed multimedia systems
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- Web-based multimedia systems
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- Multimedia Storage & retrieval technology
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- Multimedia input & output technology
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- Human Computer Interaction (HCI) Research Lab
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- This lab used is for conducting research on usability area, computer support cooperative work
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- (CSCW) and task analysis. It involves task analysis hierarchy chart for user understandability test
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- in implementing any task.
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-
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- ### Page 16
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- Information System Research Lab
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- This lab is used for conducting research on dissimilar information systems integration in
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- heterogeneous environment including operating system, hardware, language and the use of the
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- latest software industrial standard to integrate information systems.
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- Research and development on:
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- Business Oriented Systems/ Electronic Government Systems
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- Geographic Information Systems
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- Inter-organizational Information Systems
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- Web-based Information Systems
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- Smart Card Application
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- Stroustrup Lab 2
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- This lab has 18 units of computer that are connected to the Internet. This lab is opened to
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- undergraduate students taking courses related to electronic circuit.
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- (C) PROJECT BASED LAB
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- Artificial Intelligence 4 U (AI4U)
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- AI-based Machine Vision essentials. Key objective is to transfer ‘AI-based machine
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- vision’ knowledge to university lecturers and students.
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- Wisma R&D (15th floor):
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- Web Based Information System Lab & Knowledge Engineering Lab (Open-Space
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- Concept)
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- Both the Knowledge Engineering Lab and the Web-Based Information System Lab are open-
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- space concept labs accessible to all postgraduate students, regardless of their field. Students
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- can use the space and facilities provided in these labs, with permission for access. These labs
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- are located on the 15th floor of Wisma R&D
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- Robotedge AI Robotic Lab
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- This lab is previously known as Natural Language Processing Lab. This lab is equipped with
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- equipment for AI robotics research and development focusing on environmental, home services,
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- and search and rescue research areas.
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- TEACHING AND LEARNING FACILITIES
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- FACULTY OF COMPUTER SCIENCE AND
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- INFORMATION TECHNOLOGY
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-
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-
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- ## Teaching and Learning Facilities :: Project Based Labs
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-
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- - scope_label: general
402
- - source_doc: General Handbook
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- - pages: 16-16
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-
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- ### Page 16
406
- Information System Research Lab
407
- This lab is used for conducting research on dissimilar information systems integration in
408
- heterogeneous environment including operating system, hardware, language and the use of the
409
- latest software industrial standard to integrate information systems.
410
- Research and development on:
411
- Business Oriented Systems/ Electronic Government Systems
412
- Geographic Information Systems
413
- Inter-organizational Information Systems
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- Web-based Information Systems
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- Smart Card Application
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- Stroustrup Lab 2
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- This lab has 18 units of computer that are connected to the Internet. This lab is opened to
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- undergraduate students taking courses related to electronic circuit.
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- (C) PROJECT BASED LAB
420
- Artificial Intelligence 4 U (AI4U)
421
- AI-based Machine Vision essentials. Key objective is to transfer ‘AI-based machine
422
- vision’ knowledge to university lecturers and students.
423
- Wisma R&D (15th floor):
424
- Web Based Information System Lab & Knowledge Engineering Lab (Open-Space
425
- Concept)
426
- Both the Knowledge Engineering Lab and the Web-Based Information System Lab are open-
427
- space concept labs accessible to all postgraduate students, regardless of their field. Students
428
- can use the space and facilities provided in these labs, with permission for access. These labs
429
- are located on the 15th floor of Wisma R&D
430
- Robotedge AI Robotic Lab
431
- This lab is previously known as Natural Language Processing Lab. This lab is equipped with
432
- equipment for AI robotics research and development focusing on environmental, home services,
433
- and search and rescue research areas.
434
- TEACHING AND LEARNING FACILITIES
435
- FACULTY OF COMPUTER SCIENCE AND
436
- INFORMATION TECHNOLOGY
437
-
438
-
439
- ## Other Facilities :: Student Support and Campus Facilities
440
-
441
- - scope_label: general
442
- - source_doc: General Handbook
443
- - pages: 17-17
444
-
445
- ### Page 17
446
- Prayer Room (surau)
447
- Air-conditioned prayer rooms (surau) (one for Men, and the other for Women) are provided in Block A for
448
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449
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450
- cleanliness of the surau.
451
- Vending Machine (Drinks)
452
- There are 4 units of vending machine for cold drinks located at Block A and Block B.
453
- Cafeteria
454
- Cafeteria is located at the back of Block A.
455
- Postgraduate Lounge & Student Centre
456
- Space provided for student to relaxing their mind, having informal discussion and make a small gathering. A few
457
- facilities such as sofas, computers, discussion rooms and pantry are ready to use.
458
- Parking Lot
459
- The Faculty also provides parking lots for students to park their car or motorbike. Students can park their car or
460
- motorbike at the back of Block A. There are 150 parking lots for the motorbike and 45 for the car. Students are
461
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462
- and visitors.
463
- Water Purifiers
464
- Water purifiers are provided in both buildings and placed at every floor.
465
- Internet Access at the building of FCSIT
466
- There are WIFI Internet Access provided to students at every floor in each building. Students must obey the
467
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468
- SPeCTRUM (Student Powered e-Collaboration Transforming UM)
469
- This facility is for easy accessibility for student to upload their notes and information regarding their courses.
470
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471
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472
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473
- https://spectrumx.um.edu.my/
474
- All queries and suggestions can be directed to https://helpdesk.um.edu.my/
475
- Door Access
476
- Students must register for door access for using research labs, Student Center and Postgraduate Lounge.
477
- OTHER FACILITIES
478
- FACULTY OF COMPUTER SCIENCE AND
479
- INFORMATION TECHNOLOGY
480
- 1.
481
- 2.
482
- 3.
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- 4.
484
- 5.
485
- 6.
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- 7.
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- 8.
488
- 9.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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