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Interactive Interpretation of Serial Episodes: Experiments in Musical Analysis

Abstract : We propose an interactive approach for post-processing serial episodes mined from sequential data, i. e. time-stamped sequences of events. The strength of the approach rests upon an interactive interpretation that relies on a web interface featuring various tools for observing, sorting and filtering the mined episodes. Features of the approach include interestingness measures, interactive visualization of episode occurrences in the mined event sequence, and an automatic filtering mechanism that remove episodes depending on the analyst's previous actions. We report experiments that show the advantages and limits of this approach in the domain of melodic analysis.
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Contributor : Béatrice Fuchs Connect in order to contact the contributor
Submitted on : Wednesday, March 17, 2021 - 5:10:23 PM
Last modification on : Friday, September 30, 2022 - 11:34:15 AM
Long-term archiving on: : Monday, June 21, 2021 - 8:55:52 AM


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Béatrice Fuchs, Amélie Cordier. Interactive Interpretation of Serial Episodes: Experiments in Musical Analysis. 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW-2018), Amedeo Napoli; Yannick Toussaint, Nov 2018, Nancy, France. pp.131-146, ⟨10.1007/978-3-030-03667-6_9⟩. ⟨hal-01933264⟩



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