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Transmute: an Interactive Tool for Assisting Knowledge Discovery in Interaction Traces

Pierre-Loup Barazzutti 1 Amélie Cordier 1 Béatrice Fuchs 1
1 TWEAK - Traces, Web, Education, Adaptation, Knowledge
LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
Abstract : Analysis of traces is an increasingly active issue in knowledge discovery (kd). Unfortunately, to date, few tools are designed to help interactively the analyst during the knowledge discovery process. In this paper, we present Transmute, a tool to assist the analyst throughout an interactive kd process in traces. Transmute displays the results of the mining together with the source trace so that it is easier for the analyst to understand them and thus to refine the parameters of the algorithm accordingly. Transmute is developed as a web platform and relies on a Python implementation of the kd process.
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https://hal.archives-ouvertes.fr/hal-01172013
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Submitted on : Monday, July 6, 2015 - 4:32:53 PM
Last modification on : Wednesday, July 8, 2020 - 12:43:50 PM
Long-term archiving on: : Wednesday, April 26, 2017 - 12:20:32 AM

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  • HAL Id : hal-01172013, version 1

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Pierre-Loup Barazzutti, Amélie Cordier, Béatrice Fuchs. Transmute: an Interactive Tool for Assisting Knowledge Discovery in Interaction Traces. [Research Report] Universite Claude Bernard Lyon 1; Universite Jean Moulin Lyon 3. 2015. ⟨hal-01172013⟩

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