Interactive Data Exploration on Top of Linguistic Summaries

Grégory Smits 1 Ronald R. Yager Olivier Pivert 1
1 SHAMAN - Symbolic and Human-centric view of dAta MANagement
IRISA-D7 - GESTION DES DONNÉES ET DE LA CONNAISSANCE
Abstract : Extracting useful and interpretable knowledge from raw data is a crucial issue that has been largely addressed by the data mining community especially. In this paper we provide an interactive data exploration approach that relies on two steps. First, a personalized linguistic summary of the data set concerned is built and displayed as a tag cloud. Then, exploration functionalities are provided on top of the summary to let the user discover interesting properties in the data as frequent/atypical/diversified associations between properties.
Type de document :
Communication dans un congrès
In Proc. of the 26th IEEE International Conference on Fuzzy Systems (Fuzz-IEEE'17), Jul 2017, Naples, Italy
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https://hal.inria.fr/hal-01502871
Contributeur : Grégory Smits <>
Soumis le : jeudi 6 avril 2017 - 12:12:05
Dernière modification le : jeudi 15 juin 2017 - 09:09:25

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  • HAL Id : hal-01502871, version 1

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Grégory Smits, Ronald R. Yager, Olivier Pivert. Interactive Data Exploration on Top of Linguistic Summaries. In Proc. of the 26th IEEE International Conference on Fuzzy Systems (Fuzz-IEEE'17), Jul 2017, Naples, Italy. <hal-01502871>

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