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FACULTY OF COMPUTER SCIENCE & INFORMATION TECHNOLOGY, UNIVERSITY OF MALAYA Vision To be an internationally renowned centre of excellence in research and education in Computer Science and Information Technology. Mission To advance and disseminate knowledge through research, teaching and learning in Computer Science and Information Technology in line with the hopes and aspirations of the people and the nation. Objectives To sustain an outstanding faculty dedicated to excellence in undergraduate and postgraduate teaching, learning and research. To contribute towards the development of the nation through the production of quality research and publications. To provide innovative academic programs that can respond to the changing needs of society. To produce quality graduates who are equipped with advanced knowledge and skills of computer science and information technology. Academic Programs Bachelor’s Degree Academic Programs Master’s PhD Bachelor of Computer Science Bachelor of Information Technology Bachelor’s Degree Programs Bachelor of Computer Science (Artificial Intelligence) Bachelor of Computer Science Bachelor of Computer Science (Management Information System) Bachelor of Computer Science (Software Engineering) Bachelor of Computer Science (Computer System and Networking) Bachelor’s Degree Programs Bachelor of Information Technology (Management) Bachelor of Information Technology Bachelor of Information Technology (Multimedia) Bachelor of Computer Science Specializations Bachelor of Computer Science (Artificial Intelligence) Bachelor of Computer Science (Management Information System) • Methods of making intelligent and knowledgeable computer that can act like human. • Topics : robotics, speech and natural language processing, image processing, cognitive science, machine learning, neural networks, fuzzy logic. • Focus on management and system development in the context of different organizations. • Topics : system analysis and design, database, information storage and retrieval and information systems development. Bachelor of Computer Science (Software Engineering) • Focus on software development process to produce quality and reliable software with minimum cost. • Topics : analysis, design, coding, testing and maintenance. Bachelor of Computer Science (Computer System and Networking) • Focus on the principles and applications of data communication : main function in computer network • Topics : computer architecture, network technology, system software, and the security of data and computer. Bachelor of Information Technology Bachelor of Information Technology (Management) •Focus on the use of technology to the development of information systems as well as gain knowledge in the management of business organizations. •Topics : accounting, business administration, marketing, financial management, human resource management and entrepreneurship. Bachelor of Information Technology (Multimedia) • Focus on the development of multimedia system in various application that are controlled by interactive computer system. •Topic : multimedia computer system, techniques and processes of development, web-based multimedia programming, project management, multimedia elements processing such as image, audio, and digital video, and computer graphics. Postgraduate Programmes • Faculty currently offers – 3 Masters programs • Master of Computer Science (MCS) • Master of Software Engineering (MSE) • Master of Library & Information Science (MLIS) – Doctor of Philosophy (PhD) Master of Computer Science (MCS) • Offered through – Coursework & Dissertation (KD) • 56 credits 3 core courses + 2 elective courses • Dissertation : 40 credits – Dissertation only (D) • Specialization in – – – – Data Communication and Networking Management Information Systems Artificial Intelligence Multimedia Master of Library & Information Science (MLIS) • Offered through: – Coursework & Dissertation (KD) •56 credits 4 core courses + 1 elective courses •Dissertation : 40 credits – Dissertation only (D) Master of Software Engineering (MSE) • Offered through: – Coursework & Dissertation (KD) •56 credits 3 core courses + 2 elective courses •Dissertation : 40 credits Doctor of Philosophy (PhD) • By full research only Added Value Relations with industry • • • • • • Cisco Microsoft Oracle SUN –Java Mimos Malaysian Research Network The ICT Computational Science Cluster KNOWLEDGE KNOWLEDGE ENGINEERING ENGINEERING & & INFORMATICS (KEI) INFORMATICS (KEI) COMMUNITY & COMMUNITY & ORGANIZATIONAL ORGANIZATIONAL INFORMATICS (COI) INFORMATICS (COI) PERVASIVE PERVASIVE AND AND DISTRIBUTED DISTRIBUTED COMM COMM (PDC) (PDC) DISTRIBUTED DISTRIBUTED SYSTEMS, GRID & SYSTEMS, GRID & CLOUD COMPUTING CLOUD COMPUTING MOBILE MOBILE COMMUNICATION COMMUNICATION (OSI LAYER 3 AND (OSI LAYER 3 AND ABOVE) ABOVE) WIRED AND WIRELESS WIRED AND WIRELESS (OSI LAYER 3 AND (OSI LAYER 3 AND ABOVE) ABOVE) DATA ENGINEERING DATA ENGINEERING & VISUALIZATION & VISUALIZATION (DEV) (DEV) SELF-ORGANIZE SELF-ORGANIZE NETWORK NETWORK SOFTWARE SOFTWARE ENGINEERING ENGINEERING & & INNOVATION (SEI) INNOVATION (SEI) ICT ICT SECURITY SECURITY (SECreg) (SECreg) ARTIFICIAL ARTIFICIAL INTELLIGENCE INTELLIGENCE MM MM RESEARCH (AIM) RESEARCH (AIM) REQUIREMENT REQUIREMENT ENGINEERING ENGINEERING SECURE SECURE PROTOCOLS/ROUTING PROTOCOLS/ROUTING IMAGE IMAGE PROCESSING PROCESSING SOFTWARE SOFTWARE ARCHITECHTURE & ARCHITECHTURE & DESIGN DESIGN GROUP/MULTICAST GROUP/MULTICAST COMMUNICATION COMMUNICATION TEXT PROCESSING TEXT PROCESSING HUMAN COMPUTER HUMAN COMPUTER INTERACTION AND INTERACTION CSCW AND CSCW WIRELESS/MOBILE WIRELESS/MOBILE SECURITY SECURITY SOFTWARE REUSE SOFTWARE REUSE INTRUSION INTRUSION DETECTION AND DETECTION AND PREVENTION PREVENTION OBJECT-ORIENTED OBJECT-ORIENTED TECHNIQUES AND TECHNIQUES TOOLS AND TOOLS CRYPTOGRAPHY CRYPTOGRAPHY MULTILINGUAL MULTILINGUAL SPEECH PROCESSING SPEECH PROCESSING INFORMATION HIDING INFORMATION HIDING SOFTWARE QUALITY SOFTWARE QUALITY AND MAINTENANCE AND MAINTENANCE AUTHENTICATION AND AUTHENTICATION AND BIOMETRIC BIOMETRIC GEO-HEALTH GEO-HEALTH INFORMATICS INFORMATICS VIDEO CONTENT VIDEO CONTENT ANALYSIS ANALYSIS AUGMENTED VIRTUAL AUGMENTED VIRTUAL REALITY REALITY GAMES IN LEARNING GAMES IN LEARNING Existing Collaborative Project with Soton Natural Computation (Molecular Computing) : Designing self-organized computational devices using Ribonucleic Acids (RNA) as information processing substrate. Digital libraries,Open Access Repositories & Scholarly Communication • Concern with populating the Web with scholarly contents and local heritage through DLI and OAI Open Archive Initiatives Eprint Archives (Postprint/pre-print) Country initiatives to preserve cultural heritage Cultural heritage initiatives Country initiatives to preserve local collections Popular collection initiatives Community & Organizational Informatics Governance ICT Readiness Supportive laws, regulations and policies in OAI Info-structure Growth of repositories Accessibility of information Organization of information Current focus is People Readiness Adoption & Adaptation Appropriation of OAI Awareness and current practices Information competence Knowledge-sharing on scholarly communication to support the research community A field of investigation and practice concerned with principle and norms related to ICT with a focus on the personal, social, professional, cultural or economic development of, within and by communities as well as organizations User’s Intention-based Search of Video Visual Content Spatial Concept Association Based Search (SCABS) provides interface for users to express their query visual intention (image in mind) in retrieving videos. Spatial Concepts Transition Based Search (SCTBS) search mechanism grasps semantic and episodic (change from one scene to another) expectations of a user in generating retrieval results. Educational Content Video Search based on Question Answering Technique and Collaborative Profile Semantic Web Get domain specific videocontent (hits) Send query to get relevant video Record VQA Navigational History Collaborative Profile Input Video Links Repository Create & Update Collaborative Profile To improve content relevancy of the video source 2. To promote interoperable VQA (semantic webcompliant) 1. Expert/Local Repository Information Hiding Generally divided into two disciplines: (a) Data Embedding Ext. Info. Encoder Original content (b) Encryption Output content (Ext. info hidden inside) Scrambler Original content Output content (scrambled) Unify both disciplines Objectives A.1 High capacity A.2 Low distortion A.3 Low complexity A.4 Other requirements* Objectives A.1 High robustness A.2 Small bit stream size A.3 Low complexity Information Hiding Header Payload Network Packets TCP IP PTS PCR SCR PES With temporal Movie I-Frame prediction Motion vector FMO CABAC CAVLC Coefficient Quantization scale Pixel Audio Video Image SCF Bit-allocation Edges Zerorun Half-toning System layer MNR SMR Psychoacoustic Open space UniCode Text Goals: - Data embedding with scalable capacity - Scalable quality degradation A Support Environment for Novice Researches Using Semantic Approach 1 3 Identifying methods to support and enhance Scholarly Research Activity on the web. 4 2 Question Answering and Document Retrieval Engine Using Logical Linguistic Approach This research focuses on retrieving the answer to A 1 A 1 A 2 B 1 B 2 B 1 Design of the Indexing framework the question posed as well as stating the source document in which the answer is derived from. The research also presented a new approach in creating semantic Skolem Indexing matrix based on logical linguistic approach for automatically indexing multiple documents into single knowledge representation. A framework on IR for QA that uses this semantic matrix as its knowledge representation has been designed and implemented. To ensure the validity of the evidence, digital forensics help by providing essential information about an image. For example image forensics can be used to trace the source of a digital image. Individual CP Features average value Features Based Camera Model Identification 0.7 Casio Kodak NikonS NikonD Avg. Diff. 0.6 0.5 0.4 0.3 0.2 0.1 0 0 10 20 Figure 1: EXIF’s make and camera model information changed by using ExifTool software package 30 40 50 CP Features 60 70 Predicted •Inter-camera model •Intra-camera model Casio Kodak NikonS NikonD Casio 99% * * 1% Kodak * 100% * * NikonS * * 99% 1% NikonD * * * 100% Average * represents 0% 99.5% Confusion matrix for original images. 80 High Impact Research Project Principle Investigator Project Title Dr. Effirul Ikhwan Ramlan Natural computation via Molecular RM 1,046,000.00 Computing: Towards the design, development and implementation of self-organized molecules as information processing substrate. Mobile Cloud Computing: Device and RM1,500,000.00 Connectivity Mirror Neuron and Quantum Mechanics RM1,039,000.00 Based Neural Architecture for Humanoid Assoc. Prof. Dr. Abdullah Gani Prof. Dr. Loo Chu Keong Dr. Mohammed Ziaur Rahman Prof. Dr. Siti Salwah Salim Dr. Ng Liang Shing Recursive Approach for the Design of Asynchronous Sequential Circuits. Multimodal Engagement for Children with Communication Disabilities A Generic / Natural Language Expert System for Robotics and Bazaar Simulation. Amount (RM) RM2,772,000.00 RM900,000.00 RM1,053,000.00 For more information Visit Faculty website: www.fsktm.um.edu.my Thank you FCSIT Website http://www.fsktm.um.edu.my University of Malaya Website http://www.um.edu.my