Details
| Originalsprache | Englisch |
|---|---|
| Publikationsstatus | Veröffentlicht - 2014 |
| Veranstaltung | Building a Better World through Information Systems: 2014 International Conference on Information Systems (ICIS 2014) - Auckland, Neuseeland Dauer: 14 Dez. 2014 → 17 Dez. 2014 |
Konferenz
| Konferenz | Building a Better World through Information Systems |
|---|---|
| Kurztitel | ICIS 2014 |
| Land/Gebiet | Neuseeland |
| Ort | Auckland |
| Zeitraum | 14 Dez. 2014 → 17 Dez. 2014 |
Abstract
Literature search, as a fundamental and time-consuming step in a literature research process, is part of many established scientific research methods. The facilitated access to scientific resources requires an increasing effort to conduct comprehensive literature reviews. We address the lack of semantic approaches in this context by proposing and evaluating our Tool for Semantic Indexing and Similarity Queries (TSISQ) for the enhancement of established literature review methods. Its applicability is evaluated in different environments and search cases covering realistic applications. Results indicate that TSISQ can increase efficiency by saving valuable time in finding relevant literature in a desired research field, improve the quality of search results, and enhance the comprehensiveness of a review by identifying sources that otherwise would not have been considered. The target audience includes all researchers who need to efficiently gain an overview of a specific research field and refine the theoretical foundations of their research.
ASJC Scopus Sachgebiete
- Informatik (insg.)
- Information systems
- Informatik (insg.)
- Angewandte Informatik
Zitieren
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- Harvard
- Apa
- Vancouver
- BibTex
- RIS
2014. Beitrag in Building a Better World through Information Systems, Auckland, Neuseeland.
Publikation: Konferenzbeitrag › Paper › Forschung › Peer-Review
}
TY - CONF
T1 - Enhancing Literature Review Methods - Evaluation of a Literature Search Approach based on Latent Semantic Indexing.
AU - Koukal, André
AU - Gleue, Christoph
AU - Breitner, Michael H.
N1 - DBLP's bibliographic metadata records provided through http://dblp.org/search/publ/api are distributed under a Creative Commons CC0 1.0 Universal Public Domain Dedication. Although the bibliographic metadata records are provided consistent with CC0 1.0 Dedication, the content described by the metadata records is not. Content may be subject to copyright, rights of privacy, rights of publicity and other restrictions.
PY - 2014
Y1 - 2014
N2 - Literature search, as a fundamental and time-consuming step in a literature research process, is part of many established scientific research methods. The facilitated access to scientific resources requires an increasing effort to conduct comprehensive literature reviews. We address the lack of semantic approaches in this context by proposing and evaluating our Tool for Semantic Indexing and Similarity Queries (TSISQ) for the enhancement of established literature review methods. Its applicability is evaluated in different environments and search cases covering realistic applications. Results indicate that TSISQ can increase efficiency by saving valuable time in finding relevant literature in a desired research field, improve the quality of search results, and enhance the comprehensiveness of a review by identifying sources that otherwise would not have been considered. The target audience includes all researchers who need to efficiently gain an overview of a specific research field and refine the theoretical foundations of their research.
AB - Literature search, as a fundamental and time-consuming step in a literature research process, is part of many established scientific research methods. The facilitated access to scientific resources requires an increasing effort to conduct comprehensive literature reviews. We address the lack of semantic approaches in this context by proposing and evaluating our Tool for Semantic Indexing and Similarity Queries (TSISQ) for the enhancement of established literature review methods. Its applicability is evaluated in different environments and search cases covering realistic applications. Results indicate that TSISQ can increase efficiency by saving valuable time in finding relevant literature in a desired research field, improve the quality of search results, and enhance the comprehensiveness of a review by identifying sources that otherwise would not have been considered. The target audience includes all researchers who need to efficiently gain an overview of a specific research field and refine the theoretical foundations of their research.
KW - Information retrieval
KW - Latent semantic indexing (LSI)
KW - Literature review
KW - Literature search
KW - Similarity search
UR - http://www.scopus.com/inward/record.url?scp=84923420798&partnerID=8YFLogxK
M3 - Paper
T2 - Building a Better World through Information Systems
Y2 - 14 December 2014 through 17 December 2014
ER -