hh.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Interactive Clustering: A Comprehensive Review
University of Skövde, Skövde, Sweden.ORCID iD: 0000-0002-2415-7243
University of Skövde, Skövde, Sweden.ORCID iD: 0000-0001-6245-5850
Jönköping University, Jönköping, Sweden & University of Skövde, Skövde, Sweden.
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS), CAISR - Center for Applied Intelligent Systems Research.ORCID iD: 0000-0002-7796-5201
Show 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. © 2020 Copyright held by the owner/author(s).

Place, publisher, year, edition, pages
New York, NY: ACM Digital Library, 2020. Vol. 53, no 1, article id 1
Keywords [en]
Clustering, Interactive, Interaction, User, Evaluation, Feedback, Survey, Machine Learning, Data Mining
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:hh:diva-41634DOI: 10.1145/3340960OAI: oai:DiVA.org:hh-41634DiVA, id: diva2:1392785
Funder
Knowledge Foundation, BIDAF 20140221Swedish Research Council, EXPLAIN VR 2018-03622Available from: 2020-02-10 Created: 2020-02-10 Last updated: 2020-02-18Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full text

Authority records BETA

Nowaczyk, SławomirBouguelia, Mohamed-Rafik

Search in DiVA

By author/editor
Bae, JuheeHelldin, ToveNowaczyk, SławomirBouguelia, Mohamed-RafikFalkman, Göran
By organisation
CAISR - Center for Applied Intelligent Systems Research
In the same journal
ACM Computing Surveys
Computer Systems

Search outside of DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 42 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf