Introduction to Formal Concept Analysis

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Introduction to Formal Concept Analysis

Lehrveranstaltung mit SWS 2/2/0 (Vorlesung/Übung/Praktikum) in WS 2017

Dozent

Umfang (SWS)

  • 2/2/0

Module

Leistungskontrolle

  • Mündliche Prüfung



The first session will be the lecture on Oct 16, 11:10 - 12:40.

This course is an introduction into formal concept analysis (FCA), a mathematical theory oriented at applications in knowledge representation, knowledge acquisition, data analysis and visualization. It provides tools for understanding the data by representing it as a hierarchy of concepts or, more exactly, a concept lattice. FCA can help in processing a wide class of data types providing a framework in which various data analysis and knowledge acquisition techniques can be formulated. In this course, we focus on some of these techniques, as well as cover the theoretical foundations and algorithmic issues of FCA.

Prerequisites

  • basic knowledge of propositional and first-order logic
  • some familiarity with computational complexity

Organisation

The first lecture will be on Monday, 16th October 2017, 11:10-12:40 (DS 3) in room APB E005.

The lecture is scheduled for Mondays, 11:10-12:40 (DS 3) and the tutorial for Mondays, 09:20-10:50 (DS2) in room APB E005.
  • Bernhard Ganter and Rudolf Wille, Formal Concept Analysis: Mathematical Foundations, Springer, Berlin/Heidelberg, 1999.
  • Claudio Carpineto and Giovanni Romano, Concept Data Analysis: Theory and Applications, Wiley, 2004.
  • Proceedings of the International Conference on Formal Concept Analysis, Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, 2004-2012.

Veranstaltungskalender abonnieren (icalendar)

Vorlesung Lecture 1 DS3, 16. Oktober 2017 in APB E005 Datei 1 Datei 2 Datei 3
Übung Tutorial 1 DS2, 30. Oktober 2017 in APB E005 Datei
Vorlesung Lecture 2 DS3, 30. Oktober 2017 in APB E005
Übung Tutorial 2 DS2, 6. November 2017 in APB E005 Datei
Vorlesung Lecture 3 DS3, 6. November 2017 in APB E005
Übung Tutorial 3 DS2, 13. November 2017 in APB E005 Datei
Vorlesung Lecture 4 DS3, 13. November 2017 in APB E005
Übung Tutorial 4 DS2, 20. November 2017 in APB E005 Datei
Vorlesung Lecture 5 DS3, 20. November 2017 in APB E005 Datei
Übung Tutorial 5 DS2, 27. November 2017 in APB E005 Datei
Vorlesung Lecture 6 DS3, 27. November 2017 in APB E005 Datei
Übung Tutorial 6 DS2, 4. Dezember 2017 in APB E005 Datei
Vorlesung Lecture 7 DS3, 4. Dezember 2017 in APB E005
Übung Tutorial 7 DS2, 11. Dezember 2017 in APB E005 Datei
Vorlesung Lecture 8 DS3, 11. Dezember 2017 in APB E005 Datei
Übung Tutorial 8 DS2, 18. Dezember 2017 in APB E005 Datei
Vorlesung Lecture 9 DS3, 18. Dezember 2017 in APB E005 Datei
Übung Tutorial 9 DS2, 8. Januar 2018 in APB E005 Datei
Vorlesung Lecture 10 DS3, 8. Januar 2018 in APB E005 Datei
Übung Tutorial 10 DS2, 15. Januar 2018 in APB E005 Datei
Seminar Question and Answer Session DS2, 22. Januar 2018 in APB E005


Kalender