Authors: | Poulimenou, Sylvia Kapidakis, Sarantos Papavlasopoulos, Sozon Poulos, Marios |
Issue Date: | 29-Jun-2016 |
Conference: | 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments |
Book: | PETRA '16: Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments |
Series: | ACM International Conference Proceeding Series |
Keywords: | Indexing, Information retrieval, Term weighting, Tf-idf, Vector space model |
Abstract: | This paper presents a knowledge representation document model, which is based on the classic information retrieval vector model. The aim of this paper is to reduce the level of complexity of the classical vector space model (VSM) and to simplify it by presenting an implementation on the plane. Furthermore, a comparison of tf-idf weighting scheme with the introduced Vector Plain Model (VPM) is presented. This method constitutes a significant tool for searching terms through auto-correlation and an innovating link between the scientific fields of information retrieval and quantitative linguistics. |
ISBN: | 9781450343374 |
DOI: | 10.1145/2910674.2910693 |
URI: | https://uniwacris.uniwa.gr/handle/3000/434 |
Type: | Conference Paper |
Department: | Department of Archival, Library and Information Studies |
School: | School of Administrative, Economics and Social Sciences |
Affiliation: | University of West Attica (UNIWA) |
Appears in Collections: | Book Chapter / Κεφάλαιο Βιβλίου |
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