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The Impact of the Latent Semantic Analysis on Science and Technology: A Bibliometric Analysis   
Yazarlar
Doç. Dr. Hamid DERVİŞ
Kastamonu Üniversitesi, Türkiye
Özet
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.
Anahtar Kelimeler
Bibliometric analysis | Latent Semantic Analysis | Latent semantic indexing | Social network
Bildiri Türü Tebliğ/Bildiri
Bildiri Alt Türü Tam Metin Olarak Yayımlanan Tebliğ (Uluslararası Kongre/Sempozyum)
Bildiri Niteliği Alanında Hakemli Uluslararası Kongre/Sempozyum
Bildiri Dili İngilizce
Kongre Adı WMSCI 2008: 12TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL IV, PROCEEDINGS
Kongre Tarihi 29-06-2008 / 02-07-2008
Basıldığı Ülke Amerika Birleşik Devletleri
Basıldığı Şehir Orlando
BM Sürdürülebilir Kalkınma Amaçları
Atıf Sayıları
SCOPUS 3

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