Akademik Dersler - Tanıtım


Code - Course Title	BİM490 - Introduction to Information Retrieval
Course Type	Area Elective Courses
Language of Instruction	İngilizce
Laboratory + Practice	3+0
ECTS	4.5
Course Instructor(s)	DOKTOR ÖĞRETİM ÜYESİ AHMET AYDIN
Mode of Delivery	This course is normally delivered face to face. However, in special circumstances such as pandemics and natural disasters, it is carried out in synchronous and/or asynchronous distance education format.
Prerequisites	There is no prerequisite or co-requisite for this course.
Courses Recomended	-
Required or Recommended Resources	Introduction to information retrieval by Schütze, H., Manning, C. D., & Raghavan, P.
Recommended Reading List	-
Assessment methods and criteria	1 Midterm, Quiz, Homework, and Final Exam
Work Placement	-
Sustainability Development Goals	Quality Education , Industry, Innovation and Infrastructure

Weeks	Topics
Week - 1	Course Presentation
Week - 2	Boolean Retrieval
Week - 3	Term vocabulary & Posting lists
Week - 4	Index Construction
Week - 5	Index Compression
Week - 6	Scoring, term weighting and the vector space model
Week - 7	Computing scores in a complete search system
Week - 8	Midterm
Week - 9	Evaluation in IR
Week - 10	Relevance Feedback & Query Expansion
Week - 11	Probabilistic IR
Week - 12	Language Models for IR
Week - 13	Learning to Rank
Week - 14	Course Overview

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