Interactive clustering: A comprehensive reviewShow others and affiliations
2020 (English)In: ACM Computing Surveys, ISSN 0360-0300, E-ISSN 1557-7341, Vol. 53, no 1, article id 1Article in journal (Refereed) Published
Abstract [en]
In this survey, 105 papers related to interactive clustering were reviewed according to seven perspectives: (1) on what level is the interaction happening, (2) which interactive operations are involved, (3) how user feedback is incorporated, (4) how interactive clustering is evaluated, (5) which data and (6) which clustering methods have been used, and (7) what outlined challenges there are. This article serves as a comprehensive overview of the field and outlines the state of the art within the area as well as identifies challenges and future research needs.
Place, publisher, year, edition, pages
Association for Computing Machinery (ACM), 2020. Vol. 53, no 1, article id 1
Keywords [en]
Clustering, Evaluation, Feedback, Interaction, Interactive, User, Surveys, Computer science
National Category
Computer Sciences Human Computer Interaction
Research subject
Skövde Artificial Intelligence Lab (SAIL)
Identifiers
URN: urn:nbn:se:his:diva-18266DOI: 10.1145/3340960ISI: 000582585800001Scopus ID: 2-s2.0-85079573488OAI: oai:DiVA.org:his-18266DiVA, id: diva2:1403063
Note
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2020-02-282020-02-282020-11-17Bibliographically approved