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

Iraqi Journal of Science

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 Topic

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