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Mustafa Jarrar
Mustafa Jarrar
Full Professor of Artificial Intelligence
Hamad Bin Khalifa University, Qatar
Birzeit University, Palestine

Advanced Artificial Intelligence


The course aims to enrich students with quick Review of the main concepts of Artificial Intelligence, Description logics, Logical foundations of Ontology Engineering, Lexical Semantics, WordNet, Arabic Ontology, Natural Language Processing and Information Retrieval.

Course Outline
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Part I: Artificial Intelligence Review

Video lecture    Introduction to Artificial Intelligence (Slides)
Video lecture    Introduction to Natural Language Processinge (Slides)
Video lecture    Probabilistic Language Modeling - Introduction to N-grams (Slides)
Video lecture    Un-informed Search (Slides)
Video lecture    Informed Search (Slides)
Video lecture    Games (Slides)
Video lecture    Introduction to Information Retrieval (Slides)

Part II : Knowledge Representation and Reasoning

Video lecture    Introduction to Logic (Slides)
Video lecture    Inference Methods in Propositional Logic (Slides)
Video lecture    Introduction to First Order Logic (Slides)
Video lecture    Inference Methods in First Order Logic (Slides)
Video lecture    Description Logic and Business Rules (Slides)

Part III : Advanced Topics in Ontology Engineering

Video lecture    Ontology Modeling challenges and OntoClean Methodology (Slides)
Video lecture    Lexical Semantics and Multilingualism (Slides)
Video lecture    WordNet and Global WordNet (Slides)
Video lecture    Arabic Ontology (Slides)
Video lecture    Research Seminar

Part IV : Other Lectures

Video lecture    Language and Intelligence
Video lecture    Arabic Language Processing
Video lecture    Artificial Neural Networks (Slides)
Video lecture    Introduction to Machine Learning (Slides)
Video lecture    Intelligent Agents (Slides)
Video lecture    Invited lecture - Prof. Nada Ghneim
Video lecture    أثر اللبس على الترجمة الآلية
Video lecture    Prof. Mahdi Arar - Invtited Lecture - اللسانيات
Video lecture    InvitedLecture: Prof. Karim Bouzoubaa
Video lecture    Invited Lecture - Dr. Imed Zitouni
Video lecture    التشكيل الآلي للنصوص العربية - Diacritization
Video lecture    ANLP: From text segmentation to summarization
Video lecture    Entity Relational Extraction