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Research Article

Latent Semantic Analysis: five methodological recommendations

, &
Pages 70-86 | Received 20 Sep 2009, Accepted 21 Sep 2010, Published online: 19 Dec 2017

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Sumeet Kaur Sehra, Yadwinder Singh Brar, Navdeep Kaur & Sukhjit Singh Sehra. (2017) Research patterns and trends in software effort estimation. Information and Software Technology 91, pages 1-21.
Crossref
Sudhanshu Joshi, Manu Sharma & Shalu Rathi. 2017. Advances in Business and Management Forecasting. Advances in Business and Management Forecasting 181 212 .
Shaheen Syed & Marco Spruit. (2017) Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet Allocation. Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet Allocation.
Masoud Kargar, Ayaz Isazadeh & Habib Izadkhah. (2017) Semantic-based software clustering using hill climbing. Semantic-based software clustering using hill climbing.
Hadeel Alazzam & Abdulsalam Alsmady. (2017) A distributed Arabic text classification approach using latent semantic analysis for big data. A distributed Arabic text classification approach using latent semantic analysis for big data.
Daniela Luna, Rodrigo Vásquez, Manuel Rojas & Tamara Tadich. (2017) Welfare Status of Working Horses and Owners′ Perceptions of Their Animals. Animals 7:12, pages 56.
Crossref
Laura A. Pasquini & Nicholas Evangelopoulos. (2016) Sociotechnical stewardship in higher education: a field study of social media policy documents. Journal of Computing in Higher Education 29:2, pages 218-239.
Crossref
Benjamin Matthies & André Coners. (2017) Exploring the Conceptual Nature of e-Business Projects. Journal of Electronic Commerce in Organizations 15:3, pages 33-63.
Crossref
Sukhjit Sehra, Jaiteg Singh & Hardeep Rai. (2017) Using Latent Semantic Analysis to Identify Research Trends in OpenStreetMap. ISPRS International Journal of Geo-Information 6:7, pages 195.
Crossref
Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili & Erzhu Li. (2017) Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification. Remote Sensing 9:4, pages 337.
Crossref
Yinying Wang, Alex J. Bowers & David J. Fikis. (2016) Automated Text Data Mining Analysis of Five Decades of Educational Leadership Research Literature. Educational Administration Quarterly 53:2, pages 289-323.
Crossref
G. Shankaranarayanan & Roger Blake. (2017) From Content to Context. Journal of Data and Information Quality 8:2, pages 1-28.
Crossref
Heeyeul Kwon, Jieun Kim & Yongtae Park. (2017) Applying LSA text mining technique in envisioning social impacts of emerging technologies: The case of drone technology. Technovation 60-61, pages 15-28.
Crossref
Linda A. Leon, Kala Chand Seal, Zbigniew H. Przasnyski & Ian Wiedenman. (2017) Skills and Competencies Required for Jobs in Business Analytics. International Journal of Business Intelligence Research 8:1, pages 1-25.
Crossref
Faisal Rehman, Osman Khalid & Sajjad Ahmad Madani. (2017) A comparative study of location-based recommendation systems. The Knowledge Engineering Review 32.
Crossref
Michael J. Mortenson & Richard Vidgen. (2016) A computational literature review of the technology acceptance model. International Journal of Information Management 36:6, pages 1248-1259.
Crossref
Gloria Natividad Beltran Del Rio, J. Michael Spector & Nicholas Evangelopoulos. (2016) An Analysis of Educational Technology Publications from January 1995 to December 2014. An Analysis of Educational Technology Publications from January 1995 to December 2014.
Jan Recker & Dominik Lekse. (2016) A field study of spatial preferences in enterprise microblogging. Journal of Information Technology 31:2, pages 115-129.
Crossref
Xun Xu & Yibai Li. (2016) The antecedents of customer satisfaction and dissatisfaction toward various types of hotels: A text mining approach. International Journal of Hospitality Management 55, pages 57-69.
Crossref
Elena Gorbacheva, Armin Stein, Theresa Schmiedel & Oliver Müller. (2016) The Role of Gender in Business Process Management Competence Supply. Business & Information Systems Engineering 58:3, pages 213-231.
Crossref
Gabe Ignatow, Nicholas Evangelopoulos & Konstantinos Zougris. 2016. Communication and Information Technologies Annual. Communication and Information Technologies Annual 259 284 .
S. Asharaf, V. S. Anoop & A. L. Afzal. 2016. Encyclopedia of E-Commerce Development, Implementation, and Management. Encyclopedia of E-Commerce Development, Implementation, and Management 1386 1398 .
James Love & Rudy Hirschheim. (2015) Reflections on Information Systems Journal ' s thematic composition . Information Systems Journal 26:1, pages 21-38.
Crossref
Nicholas Evangelopoulos. (2015) Thematic orientation of the ISJ within a semantic space of IS research . Information Systems Journal 26:1, pages 39-46.
Crossref
Giacomo di Tollo, Stoyan Tanev, Giacomo Liotta & Davide De March. (2015) Using online textual data, principal component analysis and artificial neural networks to study business and innovation practices in technology-driven firms. Computers in Industry 74, pages 16-28.
Crossref
Stoyan Tanev, Giacomo Liotta & Andrius Kleismantas. (2015) A business intelligence approach using web search tools and online data reduction techniques to examine the value of product-enabled services. Expert Systems with Applications 42:21, pages 7582-7600.
Crossref
Mehmet Yalcinkaya & Vishal Singh. (2015) Patterns and trends in Building Information Modeling (BIM) research: A Latent Semantic Analysis. Automation in Construction 59, pages 68-80.
Crossref
Andrew Karl, James Wisnowski & W. Heath Rushing. (2015) A practical guide to text mining with topic extraction. WIREs Computational Statistics 7:5, pages 326-340.
Crossref
Laura A. Pasquini & Nicholas Evangelopoulos. (2015) Organizational identity, meaning, and values. Organizational identity, meaning, and values.
Triss Ashton, Nicholas Evangelopoulos & Victor R. Prybutok. (2014) Quantitative quality control from qualitative data: control charts with latent semantic analysis. Quality & Quantity 49:3, pages 1081-1099.
Crossref
Matthias Lemke, Andreas Niekler, Gary S. Schaal & Gregor Wiedemann. (2015) Content Analysis between Quality and Quantity. Datenbank-Spektrum 15:1, pages 7-14.
Crossref
Anirban Kundu, Vipul Jain, Sameer Kumar & Charu Chandra. (2015) A journey from normative to behavioral operations in supply chain management: A review using Latent Semantic Analysis. Expert Systems with Applications 42:2, pages 796-809.
Crossref
Suranjan Chakraborty, Christoph Rosenkranz & Josh Dehlinger. (2015) Getting to the Shalls. ACM Transactions on Management Information Systems 5:3, pages 1-30.
Crossref
Serhiy Polyakov. (2016) Enhancing user search experience in digital libraries with rotated latent semantic indexing. Proceedings of the Association for Information Science and Technology 52:1, pages 1-4.
Crossref
Shailesh S. Kulkarni, Uday M. Apte & Nicholas E. Evangelopoulos. (2014) The Use of Latent Semantic Analysis in Operations Management Research. Decision Sciences 45:5, pages 971-994.
Crossref
Stefan Debortoli, Oliver M?ller & Jan vom Brocke. (2014) Comparing Business Intelligence and Big Data Skills. Business & Information Systems Engineering 6:5, pages 289-300.
Crossref
Stefan Debortoli, Oliver M?ller & Jan vom Brocke. (2014) Vergleich von Kompetenzanforderungen an Business-Intelligence- und Big-Data-SpezialistenComparing Business Intelligence and Big Data Skills. WIRTSCHAFTSINFORMATIK 56:5, pages 315-328.
Crossref
Triss Ashton, Nicholas Evangelopoulos & Victor Prybutok. (2013) Extending monitoring methods to textual data: a research agenda. Quality & Quantity 48:4, pages 2277-2294.
Crossref
Lucian L. Visinescu & Nicholas Evangelopoulos. (2014) Orthogonal rotations in latent semantic analysis: An empirical study. Decision Support Systems 62, pages 131-143.
Crossref
David Avison & Julien Malaurent. (2014) Qualitative Research in three IS journals: Unequal emphasis but common rigour, depth and richness. Systèmes d'information & management Volume 18:4, pages 75-123.
Crossref
A. Kundu & V. Jain. (2013) On development of supplier segmentation ontology using latent semantic analysis for supplier knowledge management in supply chain. On development of supplier segmentation ontology using latent semantic analysis for supplier knowledge management in supply chain.
Nicholas E. Evangelopoulos. (2013) Latent semantic analysis. WIREs Cognitive Science 4:6, pages 683-692.
Crossref
Behnam Taraghi, Martin Grossegger, Martin Ebner & Andreas Holzinger. (2013) Web analytics of user path tracing and a novel algorithm for generating recommendations in Open Journal Systems. Online Information Review 37:5, pages 672-691.
Crossref
Christoph Rosenkranz, Marianne Corvera Charaf & Roland Holten. (2013) Language Quality in Requirements Development: Tracing Communication in the Process of Information Systems Development. Journal of Information Technology 28:3, pages 198-223.
Crossref
Nicholas Evangelopoulos & Lucian Visinescu. (2012) Text-mining the voice of the people. Communications of the ACM 55:2, pages 62-69.
Crossref
Kai R. Larsen & Rajeev Sharma. (2020) The Theory of Construct and Instrument Development Process: Supplementing Human Judgment with Natural Language Processing Techniques. SSRN Electronic Journal.
Crossref
Walter Baets, Erna Oldenboom & Chris Hosken. (2019) The Potential of Semantic Analysis for Business (Education). SSRN Electronic Journal.
Crossref
Ahmed Gomaa & Yibai Li. (2019) Unveiling a Definition of the Blockchain Technology and Plotting the Landscape of the ICO Marketplace using the Text Mining Approach. SSRN Electronic Journal.
Crossref
Mahdi Moqri, Subhajyoti Bandyopadhyay & H. Kenneth Cheng. (2015) Identifying Research Trends in IS. SSRN Electronic Journal.
Crossref
Mahdi Moqri, Subhajyoti Bandyopadhyay & Brent Kitchens. (2014) Knowledgemap, an Automated Classification of Research Areas in a Scientific Discipline. SSRN Electronic Journal.
Crossref

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