Computing semantic relatedness using Wikipedia features

MAH Taieb, MB Aouicha, AB Hamadou - Knowledge-Based Systems, 2013 - Elsevier
Measuring semantic relatedness is a critical task in many domains such as psychology,
biology, linguistics, cognitive science and artificial intelligence. In this paper, we propose a …

A graph-based semantic relatedness assessment method combining wikipedia features

P Li, B Xiao, W Ma, Y Jiang, Z Zhang - Engineering applications of artificial …, 2017 - Elsevier
Semantic relatedness assessment between concepts is a critical issue in many domains
such as artificial intelligence, information retrieval, psychology, biology, linguistics and …

LWCR: multi-layered wikipedia representation for computing word relatedness

MB Aouicha, MAH Taieb, AB Hamadou - Neurocomputing, 2016 - Elsevier
The measurement of the semantic relatedness between words has gained increasing
interest in several research fields, including cognitive science, artificial intelligence, biology …

Computing semantic similarity based on novel models of semantic representation using Wikipedia

R Qu, Y Fang, W Bai, Y Jiang - Information Processing & Management, 2018 - Elsevier
Abstract Computing Semantic Similarity (SS) between concepts is one of the most critical
issues in many domains such as Natural Language Processing and Artificial Intelligence …

Feature-based approaches to semantic similarity assessment of concepts using Wikipedia

Y Jiang, X Zhang, Y Tang, R Nie - Information Processing & Management, 2015 - Elsevier
Semantic similarity assessment between concepts is an important task in many language
related applications. In the past, several approaches to assess similarity by evaluating the …

[PDF][PDF] Computing semantic relatedness using Wikipedia-based explicit semantic analysis.

E Gabrilovich, S Markovitch - IJcAI, 2007 - ijcai.org
Computing semantic relatedness of natural language texts requires access to vast amounts
of common-sense and domain-specific world knowledge. We propose Explicit Semantic …

An approach for measuring semantic similarity between Wikipedia concepts using multiple inheritances

MJ Hussain, SH Wasti, G Huang, L Wei, Y Jiang… - Information Processing …, 2020 - Elsevier
Wikipedia provides a huge collaboratively made semi-structured taxonomy called Wikipedia
category graph (WCG), which can be utilized as a Knowledge Graph (KG) to measure the …

An efficient approach for measuring semantic similarity combining WordNet and Wikipedia

F Li, L Liao, L Zhang, X Zhu, B Zhang, Z Wang - IEEE Access, 2020 - ieeexplore.ieee.org
The measurement of semantic similarity between concepts is an important research topic in
natural language processing. In the past, several approaches for measuring the semantic …

[PDF][PDF] Using Wiktionary for Computing Semantic Relatedness.

T Zesch, C Müller, I Gurevych - AAAI, 2008 - cdn.aaai.org
We introduce Wiktionary as an emerging lexical semantic resource that can be used as a
substitute for expert-made resources in AI applications. We evaluate Wiktionary on the …

Wikipedia-based information content and semantic similarity computation

Y Jiang, W Bai, X Zhang, J Hu - Information Processing & Management, 2017 - Elsevier
Abstract The Information Content (IC) of a concept is a fundamental dimension in
computational linguistics. It enables a better understanding of concept's semantics. In the …