Information Retrieval
Master's programme(s):
Course code(s):
DSC06, -
Instructors:
Course type:
Elective, Elective
Semester:
2, 2
Learning outcomes:
On completing the course, the student will be able to:
- Understand key concepts of information retrieval techniques.
- Apply information retrieval principles to locate relevant information in large collections of documents.
- Apply information retrieval models.
- Understand and deploy efficient techniques for the indexing of documents.
- Analyse the performance of retrieval systems.
- Know the basic concepts of modeling and searching the Web.
General competences:
- Search for, analysis and synthesis of data and information, with the use of the necessary technology
- Decision Making
- Production of free, creative, and inductive thinking
Syllabus:
The course overviews basic principles and techniques of information retrieval. The students will familiarize themselves with fundamental data models, organization schemes and data processing - searching techniques that allow for efficient information retrieval over a collection of documents located in the world wide web. The topics covered include:
- Boolean Model
- Term Vocabulary
- Indexing
- Vector Space Model
- Scoring
- IR Evaluation
- Web Search and Crawling
- Link Analysis
Full course outline (PDF):