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MustafaPhotoe
Mustafa Jarrar
Full Professor
Computer Science, Birzeit University
mjarrar(a)birzeit.edu
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

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

Part II : Knowledge Representation and Reasoning

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

Part III : Advanced Topics in Ontology Engineering

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

Part IV : Other Lectures

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