Distributed Information Systems Laboratory LSIR

teaching

Spring Semester

Distributed Information Systems

This course introduces in detail several key technologies underlying today's distributed information systems, including Web data management, information retrieval and data mining.

Course contents

Web Information Management: Semi-structured data - graph data model, web ontologies, schema integration.

Information Search: Web search - vector space retrieval, inverted files, advanced retrieval models, word embeddings, web search.

Big Data Analytics: Data mining - associations rules, clustering, classification, model selection; Crowd-sourcing; Recommender systems - collaborative filtering and content-based recommendation.


Access to the course information for students.