Improving Semantic Similarity Measure Within a Recommender System Based-on RDF Graphs
July 20, 2023 Β· Declared Dead Β· π arXiv.org
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Authors
Ngoc Luyen Le, Marie-Hélène Abel, Philippe Gouspillou
arXiv ID
2307.10639
Category
cs.IR: Information Retrieval
Citations
12
Venue
arXiv.org
Last Checked
4 months ago
Abstract
In today's era of information explosion, more users are becoming more reliant upon recommender systems to have better advice, suggestions, or inspire them. The measure of the semantic relatedness or likeness between terms, words, or text data plays an important role in different applications dealing with textual data, as in a recommender system. Over the past few years, many ontologies have been developed and used as a form of structured representation of knowledge bases for information systems. The measure of semantic similarity from ontology has developed by several methods. In this paper, we propose and carry on an approach for the improvement of semantic similarity calculations within a recommender system based-on RDF graphs.
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