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 2020

Dozent

Umfang (SWS)

  • 2/2/0

Module

Leistungskontrolle

  • Mündliche Prüfung


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


Schedule and Location

During the winter term 2020/21, the lecture and tutorials will be virtual.

All dates are published on this page (see Dates & Materials above)

  • The weekly lecture sessions will be prerecorded as video and uploaded ahead of the corresponding Monday.
  • For the weekly exercise session, exercise sheets will be made available and there will be a Q&A session on Mondays DS3 (11:10 to 12:40), starting 2nd of November.

Zoom link for the tutorial:

https://tu-dresden.zoom.us/j/81434535336?pwd=RkE3N09SZ2tQellITjF2U0lYQjlOQT09
  • 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 DS2, 26. Oktober 2020 in Asynchronous Download
Video
Vorlesung Lecture 2 DS2, 2. November 2020 in Asynchronous
Video
Übung Tutorial 1 DS3, 2. November 2020 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 3 DS2, 9. November 2020 in Asynchronous
Video
Übung Tutorial 2 DS3, 9. November 2020 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 4 DS2, 16. November 2020 in Asynchronous Download
Video
Übung Tutorial 3 DS3, 16. November 2020 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 5 DS2, 23. November 2020 in Asynchronous Download
Übung Tutorial 4 DS3, 23. November 2020 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 6 DS2, 7. Dezember 2020 in Asynchronous
Übung Tutorial 5 DS3, 7. Dezember 2020 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 7 DS2, 14. Dezember 2020 in Asynchronous
Übung Tutorial 6 DS3, 14. Dezember 2020 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 8 DS2, 4. Januar 2021 in Asynchronous Download
Übung Tutorial 7 DS3, 4. Januar 2021 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 9 DS2, 11. Januar 2021 in Asynchronous Download
Übung Tutorial 8 DS3, 11. Januar 2021 in Videokonferenz Download 1 Download 2
Vorlesung Lecture 10 DS2, 18. Januar 2021 in Asynchronous Download
Übung Tutorial 9 DS3, 18. Januar 2021 in Videokonferenz Download 1 Download 2
Vorlesung Q/A Session DS2, 25. Januar 2021 in Videokonferenz
Übung Tutorial 10 DS3, 25. Januar 2021 in Videokonferenz Download


Kalender