Proceedings of the 5th International Workshop "What can FCA do for Artificial Intelligence?", FCA4AI 2016 (co-located with ECAI 2016, The Hague, Netherlands, August 30th 2016) - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Proceedings Year : 2016

Proceedings of the 5th International Workshop "What can FCA do for Artificial Intelligence?", FCA4AI 2016 (co-located with ECAI 2016, The Hague, Netherlands, August 30th 2016)

Abstract

These are the proceedings of the fifth edition of the FCA4AI workshop (http://www.fca4ai.hse.ru/). Formal Concept Analysis (FCA) is a mathematically well-founded theory aimed at data analysis and classification that can be used for many purposes, especially for Artificial Intelligence (AI) needs. The objective of the FCA4AI workshop is to investigate two main main issues: how can FCA support various AI activities (knowledge discovery, knowledge representation and reasoning, learning, data mining, NLP, information retrieval), and how can FCA be extended in order to help AI researchers to solve new and complex problems in their domain. Accordingly, topics of interest are related to the following: (i) Extensions of FCA for AI: pattern structures, projections, abstractions. (ii) Knowledge discovery based on FCA: classification, data mining, pattern mining, functional dependencies, biclustering, stability, visualization. (iii) Knowledge processing based on concept lattices: modeling, representation, reasoning. (iv) Application domains: natural language processing, information retrieval, recommendation, mining of web of data and of social networks, etc.
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Dates and versions

hal-01425672 , version 1 (03-01-2017)

Identifiers

  • HAL Id : hal-01425672 , version 1

Cite

Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph. Proceedings of the 5th International Workshop "What can FCA do for Artificial Intelligence?", FCA4AI 2016 (co-located with ECAI 2016, The Hague, Netherlands, August 30th 2016). Sergei O. Kuznetsov; Amedeo Napoli; Sebastian Rudolph. FCA4AI at ECAI 2016, Aug 2016, The Hague, Netherlands. 1703, CEUR-WS.org, pp.135, 2016, CEUR Workshop Proceedings. ⟨hal-01425672⟩
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