Enhancing literature research processes: A glance at an approach based on latent semantic indexing

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OriginalspracheEnglisch
Titel des SammelwerksInformatik 2013 - 43. Jahrestagung der Gesellschaft fur Informatik e.V. (GI), Informatik Angepasst an Mensch, Organisation und Umwelt
Herausgeber/-innenMatthias Horbach
Herausgeber (Verlag)Gesellschaft fur Informatik (GI)
Seiten1937-1942
Seitenumfang6
ISBN (elektronisch)9783885796145
PublikationsstatusVeröffentlicht - 2013
Veranstaltung43. Jahrestagung der Gesellschaft fur Informatik e.V. ,GI, Informatik Angepasst an Mensch, Organisation und Umwelt, Informatik 2013 - 43rd Annual Meeting of the German Informatics Society (GI), Computer Science Adapting to Individuals, Organizations and Environment, Informatics 2013 - Koblenz, Deutschland
Dauer: 16 Sept. 201320 Sept. 2013

Publikationsreihe

NameLecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)
Band220
ISSN (Print)1617-5468

Abstract

Literature search as a fundamental, complex and time-consuming step in a literature research process is part of many established scientific methods. It is still predominantly supported by search techniques based on conventional term-matching methods. We address the lack of semantic approaches in this context by proposing an enhancement of the literature research process with a prototype of our Tool for Semantic Indexing and Similarity Queries (TSISQ), which is based on latent semantic indexing (LSI). Its applicability is evaluated in two cases. Results indicate that our approach can help to save valuable time discovering relevant literature in a desired research field or to increase the comprehensiveness of a review by identifying sources that otherwise would not have been considered. The target audience for our findings includes researchers who need to efficiently gain an overview of a research field, deepen their knowledge and refine the theoretical foundations of their research.

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Enhancing literature research processes: A glance at an approach based on latent semantic indexing. / Koukal, André; Gleue, Christoph; Breitner, Michael H.
Informatik 2013 - 43. Jahrestagung der Gesellschaft fur Informatik e.V. (GI), Informatik Angepasst an Mensch, Organisation und Umwelt. Hrsg. / Matthias Horbach. Gesellschaft fur Informatik (GI), 2013. S. 1937-1942 (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); Band 220).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Koukal, A, Gleue, C & Breitner, MH 2013, Enhancing literature research processes: A glance at an approach based on latent semantic indexing. in M Horbach (Hrsg.), Informatik 2013 - 43. Jahrestagung der Gesellschaft fur Informatik e.V. (GI), Informatik Angepasst an Mensch, Organisation und Umwelt. Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI), Bd. 220, Gesellschaft fur Informatik (GI), S. 1937-1942, 43. Jahrestagung der Gesellschaft fur Informatik e.V. ,GI, Informatik Angepasst an Mensch, Organisation und Umwelt, Informatik 2013 - 43rd Annual Meeting of the German Informatics Society (GI), Computer Science Adapting to Individuals, Organizations and Environment, Informatics 2013, Koblenz, Deutschland, 16 Sept. 2013.
Koukal, A., Gleue, C., & Breitner, M. H. (2013). Enhancing literature research processes: A glance at an approach based on latent semantic indexing. In M. Horbach (Hrsg.), Informatik 2013 - 43. Jahrestagung der Gesellschaft fur Informatik e.V. (GI), Informatik Angepasst an Mensch, Organisation und Umwelt (S. 1937-1942). (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); Band 220). Gesellschaft fur Informatik (GI).
Koukal A, Gleue C, Breitner MH. Enhancing literature research processes: A glance at an approach based on latent semantic indexing. in Horbach M, Hrsg., Informatik 2013 - 43. Jahrestagung der Gesellschaft fur Informatik e.V. (GI), Informatik Angepasst an Mensch, Organisation und Umwelt. Gesellschaft fur Informatik (GI). 2013. S. 1937-1942. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)).
Koukal, André ; Gleue, Christoph ; Breitner, Michael H. / Enhancing literature research processes : A glance at an approach based on latent semantic indexing. Informatik 2013 - 43. Jahrestagung der Gesellschaft fur Informatik e.V. (GI), Informatik Angepasst an Mensch, Organisation und Umwelt. Hrsg. / Matthias Horbach. Gesellschaft fur Informatik (GI), 2013. S. 1937-1942 (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)).
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abstract = "Literature search as a fundamental, complex and time-consuming step in a literature research process is part of many established scientific methods. It is still predominantly supported by search techniques based on conventional term-matching methods. We address the lack of semantic approaches in this context by proposing an enhancement of the literature research process with a prototype of our Tool for Semantic Indexing and Similarity Queries (TSISQ), which is based on latent semantic indexing (LSI). Its applicability is evaluated in two cases. Results indicate that our approach can help to save valuable time discovering relevant literature in a desired research field or to increase the comprehensiveness of a review by identifying sources that otherwise would not have been considered. The target audience for our findings includes researchers who need to efficiently gain an overview of a research field, deepen their knowledge and refine the theoretical foundations of their research.",
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AU - Koukal, André

AU - Gleue, Christoph

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