A Credibility and Classification-Based Approach for Opinion Analysis in Social Networks

Lobna Azaza; Fatima Zohra Ennaji,; Zakaria Maamar; El Fazziki Abdelaziz; Marinette Savonnet; Mohamed Sadgal,; Eric Leclercq; Idir Amine Amarouche; Djamal Benslimane

doi:10.1007/978-3-319-45547-1_24

A Credibility and Classification-Based Approach for Opinion Analysis in Social Networks

Lobna Azaza ^{1, *} Fatima Zohra Ennaji, ² Zakaria Maamar ³ El Fazziki Abdelaziz ² Marinette Savonnet ¹ Mohamed Sadgal, ² Eric Leclercq ¹ Idir Amine Amarouche ⁴ Djamal Benslimane ⁵

* Auteur correspondant

1 Le2i - Laboratoire Electronique, Informatique et Image

2 LISI Lab., Université de Marrakecch

3 CITZU - CIT, Zayed University, Dubai

4 USTHB - Université des Sciences et de la Technologie Houari Boumediene [Alger]

5 SOC - Service Oriented Computing

LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information

Abstract : There is an ongoing interest in examining users' experiences made available through social media. Unfortunately these experiences like reviews on products and/or services are sometimes conflicting and thus, do not help develop a concise opinion on these products and/or services. This paper presents a multi-stage approach that extracts and consolidates reviews after addressing specific issues such as user multi-identity and user limited credibility. A system along with a set of experiments demonstrate the feasibility of the approach.

Keywords : Multi-identity Opinion Credibility Reputation Social media

Type de document :

Communication dans un congrès

Bellatreche, L; Pastor, O; Jimenez, JMA ; AitAmeur, Y. 6th International Conference on Model and Data Engineering (MEDI), Sep 2016, Almeria, Spain. SPRINGER INT PUBLISHING AG, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Model and Data Engineering, 9893 pp.303-316 Lecture Notes in Computer Science. 〈http://link.springer.com/chapter/10.1007/978-3-319-45547-1_24〉. 〈10.1007/978-3-319-45547-1_24〉

Domaine :

Informatique [cs]

Informatique [cs] / Recherche d'information [cs.IR]

Liste complète des métadonnées

https://hal-univ-bourgogne.archives-ouvertes.fr/hal-01442692
Contributeur : Le2i - Université de Bourgogne <>
Soumis le : vendredi 20 janvier 2017 - 19:28:30
Dernière modification le : jeudi 19 avril 2018 - 14:38:04

Lobna Azaza, Fatima Zohra Ennaji,, Zakaria Maamar, El Fazziki Abdelaziz, Marinette Savonnet, et al.. A Credibility and Classification-Based Approach for Opinion Analysis in Social Networks. Bellatreche, L; Pastor, O; Jimenez, JMA ; AitAmeur, Y. 6th International Conference on Model and Data Engineering (MEDI), Sep 2016, Almeria, Spain. SPRINGER INT PUBLISHING AG, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Model and Data Engineering, 9893 pp.303-316 Lecture Notes in Computer Science. 〈http://link.springer.com/chapter/10.1007/978-3-319-45547-1_24〉. 〈10.1007/978-3-319-45547-1_24〉. 〈hal-01442692〉

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