Naslov
InterSet: Interactive Redescription Set Exploration

Autori
Mihelčić, Matej ; Šmuc, Tomislav

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
International Conference on Discovery Science DS 2016 : Proceedings / Calders, Toon ; Ceci, Michelangelo ; Malerba, Donato - : Springer, 2016, 35-50

Skup
Discovery Science - 19th International Conference, DS 2016

Mjesto i datum
Bari, Italija, 19.10.2016. - 21.10.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Knowledge discovery ; Redescription mining ; Redescription set Interactive exploration ; Self organising map ; Heatmap ; Crossfilter

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA