GENERAL INFORMATION:Instructors: Arampatzis Avgerinos
Semester: 8th
CREDITS:

ECTS Units: 3
Teaching Units: 4
Theory Hours: 2
Exercises Hours: 1
Lab Hours: 2

COURSE PAGE:https://eclass.duth.gr/courses/TMA361/

Course Description

Set-Theoretic Models. Text Document Processing, Zipf Law, Heaps Law. Index Construction. The Vector Space Model, Term Weighting, Scoring. Retrieval Evaluation. Relevance Feedback and Query Expansion. Probabilistic Models. Natural Language Processing. Categorization/Classification, Filtering, Clustering. Search on the WWW, Search Engines, Crawling, Link Analysis.