The Impact of the Latent Semantic Analysis on Science and Technology: a Bibliometric Analysis
| dc.contributor.author | Darvish, H. | |
| dc.date.accessioned | 2025-05-13T13:10:52Z | |
| dc.date.available | 2025-05-13T13:10:52Z | |
| dc.date.issued | 2008 | |
| dc.description | World Organization of Systems and Cybernetics (WOSC); The International Federations for Systems Research (IFSR); Inter-American Organization for Higher Education (IOHE); Energy Institute of the Americas; Centre for Energy Environment Resources Development | en_US |
| dc.description.abstract | Latent Semantic Analysis (LSA) has been in use in several different fields of science. Several modeling techniques including Boolean, set-theoretic, vector space, and probabilistic models studied. In this paper, we first describe the concept of "LSA" and then present the preliminary results of an exploratory study. We carried out a small-scale bibliometric analysis to find out the impact of LSA on various scientific and technological fields. We downloaded bibliographic records with "Latent Semantic Analysis" in their titles from Thomson's Science Citation Index Expanded and used Bibexcel and Pajek to perform several bibliometric and network analyses such as co-citation, co-authorship and co-word. It appears that LSA has had an impact on a wide variety of scientific disciplines from discourse analysis to cognitive science to machine learning. | en_US |
| dc.identifier.isbn | 1934272345 | |
| dc.identifier.isbn | 9781934272343 | |
| dc.identifier.scopus | 2-s2.0-84869409619 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/9874 | |
| dc.language.iso | en | en_US |
| dc.relation.ispartof | WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc. -- 12th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2008, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 -- 29 June 2008 through 2 July 2008 -- Orlando, FL -- 93740 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Bibliometric Analysis | en_US |
| dc.subject | Latent Semantic Analysis | en_US |
| dc.subject | Latent Semantic Indexing | en_US |
| dc.subject | Social Network | en_US |
| dc.title | The Impact of the Latent Semantic Analysis on Science and Technology: a Bibliometric Analysis | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Darvish, H. | |
| gdc.author.scopusid | 35242002400 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | Darvish H., Hacettepe University, Ankara, Turkey, Computer Engineering Department, Cankaya University, Ankara, Turkey | en_US |
| gdc.description.endpage | 228 | en_US |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | N/A | |
| gdc.description.startpage | 224 | en_US |
| gdc.description.volume | 4 | en_US |
| gdc.description.wosquality | N/A | |
| gdc.scopus.citedcount | 3 | |
| relation.isOrgUnitOfPublication | 0b9123e4-4136-493b-9ffd-be856af2cdb1 | |
| relation.isOrgUnitOfPublication.latestForDiscovery | 0b9123e4-4136-493b-9ffd-be856af2cdb1 |