Textual Similarity Measurement Approaches: A Survey (1)
Abo-Elghit, A., Al-Zoghby, A., Hamza, T. (2020). Textual Similarity Measurement Approaches: A Survey (1). EKB Journal Management System, 7(2), 41-62. doi: 10.21608/ejle.2020.42018.1012
Amira Hamed Abo-Elghit; Aya Mohammed Al-Zoghby; Taher Tawfeek Hamza. "Textual Similarity Measurement Approaches: A Survey (1)". EKB Journal Management System, 7, 2, 2020, 41-62. doi: 10.21608/ejle.2020.42018.1012
Abo-Elghit, A., Al-Zoghby, A., Hamza, T. (2020). 'Textual Similarity Measurement Approaches: A Survey (1)', EKB Journal Management System, 7(2), pp. 41-62. doi: 10.21608/ejle.2020.42018.1012
Abo-Elghit, A., Al-Zoghby, A., Hamza, T. Textual Similarity Measurement Approaches: A Survey (1). EKB Journal Management System, 2020; 7(2): 41-62. doi: 10.21608/ejle.2020.42018.1012

Textual Similarity Measurement Approaches: A Survey (1)

The Egyptian Journal of Language Engineering
Article 4, Volume 7, Issue 2, September 2020, Page 41-62  XML PDF (1.48 MB)
Document Type: Original Article
DOI: 10.21608/ejle.2020.42018.1012
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Authors
Amira Hamed Abo-Elghit email 1; Aya Mohammed Al-Zoghby2; Taher Tawfeek Hamza3
1Department of Computer science Faculty of Computers and Information Science Mansoura University Egypt
2Department of Computer Science, Faculty of Computers and Information Science Damietta University Damietta, Egypt
3Department of Computer Science Faculty of Computers and Information Science, Mansoura University, Egypt
Abstract
Survey research is appropriate and necessary to address certain research question types. This paper aims to provide a general overview of the textual similarity in the literature. Measuring textual similarity tends to have an increasingly important turn in related topics like text classification, recovery of specific information from data, clustering, topic retrieval, subject tracking, question answering, essay grading, summarization, and the nowadays trending Conversational Agents (CA), which is a program deals with humans through natural language conversation. Finding the similarity between terms is the essential portion of textual similarity, then used as a major phase for sentence-level, paragraph-level, and script-level similarities. In particular, we concern with textual similarity in Arabic. In the Arabic Language, applying Natural language Processing (NLP) tasks are very challenging indeed as it has many characteristics, which are considered as confrontations. However, many approaches for measuring textual similarity have been presented for Arabic text reviewed and compared in this paper.
Keywords
Semantic Similarity; Arabic Language; Lexical-Based Similarity; Textual Similarity; Hybrid-based Similarity
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