Akademik Dersler - Tanıtım


Code - Course Title	BİL607 - Advanced Information Retrieval Systems
Course Type	Elective Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
Course Instructor(s)	DOÇENT DOKTOR AHMET ARSLAN
Mode of Delivery	Face to face.
Prerequisites	No Prerequisites or co-requisites.
Courses Recomended	None.
Recommended Reading List	Information retrieval on Turkish texts: https://onlinelibrary.wiley.com/doi/abs/10.1002/asi.20750
Assessment methods and criteria	1 Midterm, 1 Final, 1 Project
Work Placement	Yoktur.
Sustainability Development Goals

Weeks	Topics
Week - 1	Scoring, term weighting & the vector space model.
Week - 2	Evaluation in information retrieval.
Week - 3	Relevance feedback & query expansion.
Week - 4	Probabilistic information retrieval models.
Week - 5	Language models for information retrieval.
Week - 6	Midterm examination.
Week - 7	Web search basics.
Week - 8	Web tarama ve dizinleme.
Week - 9	Link analysis.
Week - 10	Learning to Rank for Information Retrieval.
Week - 11	Feature engineering for learning to rank.
Week - 12	Repeatability and reproducibility in information retrieval.
Week - 13	Final Examination.
Week - 14	The collection of feedback for continuous improvement.

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
Toplam (%)		0