This course studies the theory, design, and implementation of text-based information retrieval systems. The Information Retrieval core components of the course include statistical characteristics of text, representation of information needs and documents, several important retrieval models (Boolean, vector space, probabilistic), clustering algorithms, automatic text categorization, and experimental evaluation. The software architecture components include design and implementation of high-capacity text retrieval and text filtering systems. A variety of current research topics are also covered, including cross-lingual retrieval and multi-media retrieval.
- Teacher: Humphery Adun
- Teacher: Erbug Celebi