InterSet: Interactive Redescription Set Exploration (CROSBI ID 656941)
Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Mihelčić, Matej ; Šmuc, Tomislav
engleski
InterSet: Interactive Redescription Set Exploration
We propose a novel approach for interactive redescription set exploration and redescription analysis realized through the tool InterSet. The tool is developed for interaction with possibly large redescription sets, produced on large datasets, and it enables better understanding of the underlying data and relations between attribute sets. New insights from redescription sets can be obtained through three different interaction modes based on: (i) similarity of entity occurrence in redescription support sets, (ii) attribute co- occurence in redescriptions and (iii) redescription quality measures. These modes provide additional contextualization, which is a major advantage compared to current state of the art approaches that allow interactive redescription set exploration, enabling users to obtain new knowledge in the form of interesting redescription subsets which can be analysed further on the level of individual redescriptions.
Knowledge discovery ; Redescription mining ; Redescription set Interactive exploration ; Self organising map ; Heatmap ; Crossfilter
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Podaci o prilogu
35-50.
2016.
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objavljeno
10.1007/978-3-319-46307-0_3
Podaci o matičnoj publikaciji
Lecture notes in computer science
Calders, Toon ; Ceci, Michelangelo ; Malerba, Donato
Springer
0302-9743
1611-3349
Podaci o skupu
Discovery Science - 19th International Conference, DS 2016
predavanje
19.10.2016-21.10.2016
Bari, Italija