Supporting Creativity: Towards Associative Discovery of New Insights

Berthold, Michael R.; Dill, Fabian; Kötter, Tobias; Thiel, Kilian

Supporting Creativity: Towards Associative Discovery of New Insights

Dateien

BDKT08_TowardsAssociativeDiscoveryOfNewInsights.pdfGröße: 1.53 MBDownloads: 481

Datum

2008

Autor:innen

Berthold, Michael R.

Dill, Fabian

Kötter, Tobias

Thiel, Kilian

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

WASHIO, Takashi, ed. and others. Advances in Knowledge Discovery and Data Mining. Berlin: Springer, 2008, pp. 14-25. Lecture Notes in Artificial Intelligence. 5012. ISSN 0302-9743. ISBN 978-3-540-68124-3. Available under: doi: 10.1007/978-3-540-68125-0_3

Zusammenfassung

In this paper we outline an approach for network-based information access and exploration. In contrast to existing methods, the presented framework allows for the integration of both semantically meaningful information as well as loosely coupled information fragments from heterogeneous information repositories. The resulting Bisociative Information Networks (BisoNets) together with explorative navigation methods facilitate the discovery of links across diverse domains. In addition to such chains of evidence , they enable the user to go back to the original information repository and investigate the origin of each link, ultimately resulting in the discovery of previously unknown connections between information entities of different domains, subsequently triggering new insights and supporting creative discoveries.

Fachgebiet (DDC)

004 Informatik

Schlagwörter

BisoNet, Bisociative Information Networks, Bisociation, Discovery Support Systems

Konferenz

12th Pacific-Asia Conference, PAKDD 2008, 20. Mai 2008 - 23. Mai 2008, Osaka, Japan

Zitieren

ISO 690

BERTHOLD, Michael R., Fabian DILL, Tobias KÖTTER, Kilian THIEL, 2008. Supporting Creativity: Towards Associative Discovery of New Insights. 12th Pacific-Asia Conference, PAKDD 2008. Osaka, Japan, 20. Mai 2008 - 23. Mai 2008. In: WASHIO, Takashi, ed. and others. Advances in Knowledge Discovery and Data Mining. Berlin: Springer, 2008, pp. 14-25. Lecture Notes in Artificial Intelligence. 5012. ISSN 0302-9743. ISBN 978-3-540-68124-3. Available under: doi: 10.1007/978-3-540-68125-0_3

BibTex

@inproceedings{Berthold2008Suppo-5500,
  year={2008},
  doi={10.1007/978-3-540-68125-0_3},
  title={Supporting Creativity: Towards Associative Discovery of New Insights},
  number={5012},
  isbn={978-3-540-68124-3},
  issn={0302-9743},
  publisher={Springer},
  address={Berlin},
  series={Lecture Notes in Artificial Intelligence},
  booktitle={Advances in Knowledge Discovery and Data Mining},
  pages={14--25},
  editor={Washio, Takashi},
  author={Berthold, Michael R. and Dill, Fabian and Kötter, Tobias and Thiel, Kilian}
}

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Universitätsbibliographie

Ja