ENHANCING LITERATURE REVIEW METHODS - TOWARDS MORE EFFICIENT LITERATURE RESEARCH WITH LATENT SEMANTIC INDEXING

作者: André Koukal , Michael H. Breitner , Christoph Gleue

DOI:

关键词:

摘要: Nowadays, the facilitated access to increasing amounts of information and scientific resources means that more effort is required conduct comprehensive literature reviews. Literature search, as a fundamental, complex, time-consuming step in every research process, part many established methods. However, it still predominantly supported by search techniques based on conventional term-matching We address lack semantic approaches this context proposing an enhancement review For purpose, we followed design science (DSR) principles order develop artifacts implement prototype our Tool for Semantic Indexing Similarity Queries (TSISQ) core concepts latent indexing (LSI). Its applicability demonstrated evaluated case study. Results indicate presented approach can help save valuable time finding basic desired field or comprehensiveness efficiently identifying sources otherwise would not have been taken into account. The target audience findings includes researchers who need gain overview specific field, deepen their knowledge refine theoretical foundations research.

参考文章(58)
Michael H. Breitner, Tim A. Rickenberg, Bernd Hohler, Markus Neumann, TOWARDS A PROCESS-ORIENTED APPROACH TO ASSESSING, CLASSIFYING AND VISUALIZING ENTERPRISE CONTENT WITH DOCUMENT MAPS european conference on information systems. pp. 118- ,(2012)
Wilfried N. Gansterer, Andreas G. K. Janecek, Robert Neumayer, Spam Filtering Based on Latent Semantic Indexing Springer, London. pp. 165- 183 ,(2008) , 10.1007/978-1-84800-046-9_9
David Arnott, , Graham Pervan, , Design science in decision support systems research: An assessment using the Hevner, March, Park, and Ram guidelines Journal of the Association for Information Systems. ,vol. 13, pp. 923- 949 ,(2012) , 10.17705/1JAIS.00315
Radim Řehůřek, Petr Sojka, Software Framework for Topic Modelling with Large Corpora University of Malta. ,(2010)
Susan T. Dumais, LSI meets TREC: a status report text retrieval conference. pp. 137- 152 ,(1992)
Anna Sidorova, Nicholas Evangelopoulos, Joseph S. Valacich, Thiagarajan Ramakrishnan, Uncovering the intellectual core of the information systems discipline Management Information Systems Quarterly. ,vol. 32, pp. 467- 482 ,(2008) , 10.5555/2017388.2017390
Jan vom Brocke, Ralf Plattfaut, Alexander Simons, Bjorn Niehaves, Anne Cleven, Bjoern Niehaves, Kai Reimer, Reconstructing the Giant: On the Importance of Rigour in Documenting the Literature Search Process european conference on information systems. pp. 2206- 2217 ,(2009)
Chitu Okoli, Kira Schabram, A Guide to Conducting a Systematic Literature Review of Information Systems Research Social Science Research Network. ,vol. 10, ,(2010) , 10.2139/SSRN.1954824
Mark D. Yandell, William H. Majoros, Genomics and natural language processing Nature Reviews Genetics. ,vol. 3, pp. 601- 610 ,(2002) , 10.1038/NRG861