Towards to vector plain model
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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