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):