Fiches de cours 2017-2018

PDF
 

Distributed information systems

CS-423

Enseignant(s) :

Aberer Karl

Langue:

English

Summary

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

Content

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

Learning Prerequisites

Recommended courses

Introduction to Database Systems

Learning Outcomes

By the end of the course, the student must be able to:

Teaching methods

Ex cathedra + exercises

Assessment methods

25% Continuous evaluations with bonus system during the semester
75% Final written exam (180 min) during exam session

Supervision

Office hours Yes
Assistants Yes
Forum Yes

Resources

Websites
Moodle Link

Dans les plans d'études

Semaine de référence

 LuMaMeJeVe
8-9     
9-10     
10-11     
11-12     
12-13     
13-14     
14-15     
15-16     
16-17     
17-18     
18-19     
19-20     
20-21     
21-22     
En construction
 
      Cours
      Exercice, TP
      Projet, autre

légende

  • Semestre d'automne
  • Session d'hiver
  • Semestre de printemps
  • Session d'été
  • Cours en français
  • Cours en anglais
  • Cours en allemand