Location aspect based sentiment analyzer for hotel recommender system
Other Title(s)
نظام توصية جغرافي للفنادق معتمد على تحليل الشعور لتعليقات الزبائن
Joint Authors
Abd al-Wahhab, Ahmad Baha al-Din
Abd al-Hasan, Alya Karim
Source
Issue
Vol. 60, Issue 1 (31 Mar. 2019), pp.143-156, 14 p.
Publisher
University of Baghdad College of Science
Publication Date
2019-03-31
Country of Publication
Iraq
No. of Pages
14
Main Subjects
Information Technology and Computer Science
Abstract EN
Recently personal recommender system has spread fast, because of its role in helping users to make their decision.
Location-based recommender systems are one of these systems.
These systems are working by sensing the location of the person and suggest the best services to him in his area.
Unfortunately, these systems that depend on explicit user rating suffering from cold start and sparsity problems.
The proposed system depends on the current user position to recommend a hotel to him, and on reviews analysis.
The hybrid sentiment analyzer consists of supervised sentiment analyzer and the second stage is lexicon sentiment analyzer.
This system has a contribute over the sentiment analyzer by extracting the aspects that users have been mentioned in their reviews like (cleanness, service, etc.) by using accurate parsing system built on latent semantic analysis results.
The accuracy measurements of the proposed sentiment analyzer were perfect
American Psychological Association (APA)
Abd al-Hasan, Alya Karim& Abd al-Wahhab, Ahmad Baha al-Din. 2019. Location aspect based sentiment analyzer for hotel recommender system. Iraqi Journal of Science،Vol. 60, no. 1, pp.143-156.
https://search.emarefa.net/detail/BIM-892051
Modern Language Association (MLA)
Abd al-Hasan, Alya Karim& Abd al-Wahhab, Ahmad Baha al-Din. Location aspect based sentiment analyzer for hotel recommender system. Iraqi Journal of Science Vol. 60, no. 1 (2019), pp.143-156.
https://search.emarefa.net/detail/BIM-892051
American Medical Association (AMA)
Abd al-Hasan, Alya Karim& Abd al-Wahhab, Ahmad Baha al-Din. Location aspect based sentiment analyzer for hotel recommender system. Iraqi Journal of Science. 2019. Vol. 60, no. 1, pp.143-156.
https://search.emarefa.net/detail/BIM-892051
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 156
Record ID
BIM-892051