State of the art on mechanisms for personalization of information
Authors: 
Mouhamadou Saliou Diallo, Moustapaha Cissé, Marie N'diaye, Ousmane SallAuthors Info & Claims
Article No.: 10, Pages 1 - 4
Abstract
With the exponential growth in the volume of data and the heterogeneity of information, users are facing increasing difficulties in identifying relevant information, irrelevant information, or even noise. To overcome these issues, mechanisms for customizing information have emerged.
The personalization of information consists in adapting the information according to the preferences and/or access context of the user. Context can be seen as any information that describes an entity. The user's preferences are combined in a profile. The user profile can be seen as a setting in factor of the invariant part of the user's preferences.
The mechanisms for personalizing information are mainly based on the user profile and the user's access context. The personalization of information cannot be seen as a domain in itself because it is used in various technological fields, namely: the field of information retrieval, the field of databases and the field of human-machine interfaces.
The objective of this work is to provide an overview of the mechanisms of information personalization by presenting their foundations and showing you how information personalization is used in the various technological areas mentioned above.
References
[1]
Dimitre KOSTADINOV. Personnalisation de l'information: une approche de gestion de profils et de reformulation de requêtes. Versailles Saint-Quentin-en-Yvelines University, France 2007.
[2]
Mokrane Bouzeghoub, Dimitre Kostadinov: Personnalisation de l'information: aperçu de l'état de l'art et définition d'un modèle flexible de profils. CORIA 2005: 201--218
[3]
Imane Zaoui, Faouzia Wadjinny, Dalila Chiadmi, Laila Benhlima: Construction du profil utilisateur dans le contexte de la mediation. Conference: Proceedings of WOTIC 2009, WorkShop sur les Technologies de l'Information et de la Communication, 10 - 12 Décembre 2009, At: Agadir, Morocco.
[4]
Xavier Amatriain: Mining large stream of user data for personalized recommandations. SIGKDD Explorations Newsletter, Volume 14 Issue 2, December 2012 Pages 37--48.
[5]
Lynda Lechani Tamine, Mohand Boughanem: Accès personnalisé à l'information: Approches et Techniques. IRIT, 2005
[6]
Imane Zaoui, Faouzia Wadjinny, Dalila Chiadmi, Laila Benhlima: Construction du profil utilisateur dans le contexte de la mediation. Conference: Proceedings of WOTIC 2009, WorkShop sur les Technologies de l'Information et de la Communication, 10 - 12 Décembre 2009, At: Agadir, Morocco.
[7]
Thanh-Trung Van: Utilisation de profils utilisateurs pour l'accès à une bibliothèque numérique. PhD Thesis Ecole Nationale Supérieure des Mines de Saint-Etienne, Décembre 2008.
[8]
Ilhem Boussaid: Personnalisation de l'information et gestion de profils utilisateurs: une approche fondée sur les ontologies. Mémoire pour obtenir le diplome de magistère en informatique, Avril 2005.
[9]
Wahiba Nesrine Zemirli: Modèle d'accès personnalisé à l'information basé sur les diagrammes d'influence intégrant un profil utilisateur évolutif. PhD thesis Université Paul Sabatier de Toulouse III, Juin 2008.
[10]
Rafael D. Araujo, Taffarel Brant-Ribeiro, Renan G. Cattelan, Sandra A. de Amo, Hiran N. M. Ferreira: Personalization of Interactive Digital Media in Ubiquitous Educational Environments. 2013 IEEE International Conference on Systems, Man, and Cybernetics
[11]
Jérôme Gensel, Marlène Villanova-Oliver et Manuele Kirsch-Pinheiro: Modèles de contexte pour l'adaptation à l'utilisateur dans des Systèmes d'Information Web collaboratifs. 8ème Journées Francophones Extraction et gestion des Connaissances, Sophia Antipolis 29 Janvier 2008
[12]
Stephan Borzsonyi, Donald Kossmann, Konrad Stocker: The Skyline operator. IEEE, 2001
[13]
Grégory Smits, Olivier Pivert, Thomas Girault: PostgreSQLf: un système d'interrogation floue. Journées Bases de Données Avancées (BDA'12) - Session démo, Oct 2012, ClermontFerrand, France.
[14]
Ludovic Liétard, Daniel Rocacher: Requêtes à préférences et bipolarité. Actes du 15ème Colloque National de la Recherche en IUT (CNRIUT), Villeneuve d'Ascq, 2009.
[15]
Tarmo Robal, Ahto Kalja: Applying User Profile Ontology for Mining Web Site Adaptation Recommendations. Local Proceedings of ADBIS 2007, pp. 126--135
[16]
Ali Mroué et Jean Caussanel: Recherche de patrons de navigation pour les systèmes de recommandations. 8ème Journées Francophones Extraction et gestion des Connaissances, Sophia Antipolis 29 Janvier 2008
- State of the art on mechanisms for personalization of information
Recommendations
Comparative study of the mechanisms for personalization of information
ICIST '19: Proceedings of the 9th International Conference on Information Systems and TechnologiesThe relevance of the information provided, its intelligibility and its adaptation to customer usage and preferences are key factors in the rejection or success of an information system. Thus, in a context of information superabundance and heterogeneity, ...
The relation between user intervention and user satisfaction for information recommendation
SAC '12: Proceedings of the 27th Annual ACM Symposium on Applied ComputingAlthough recommender systems have come to give recommendations with high precision, users are not always satisfied with the recommendations. User satisfaction is apparently influenced by many other factors. We specifically examined user intervention as ...
User Personality and User Satisfaction with Recommender Systems
In this study, we show that individual users' preferences for the level of diversity, popularity, and serendipity in recommendation lists cannot be inferred from their ratings alone. We demonstrate that we can extract strong signals about individual ...
Comments
Please enable JavaScript to view thecomments powered by Disqus.Information & Contributors
Information
Published In
December 2018
201 pages
ISBN:9781450361019
DOI:10.1145/3330089
Copyright © 2018 ACM.
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 26 December 2018
Check for updates
Author Tags
Qualifiers
- Research-article
- Research
- Refereed limited
Conference
ICSENT 2018
ICSENT 2018: 7th International Conference on Software Engineering and New Technologies
December 26 - 28, 2018
Hammamet, Tunisia
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 41Total Downloads
- Downloads (Last 12 months)0
- Downloads (Last 6 weeks)0
Reflects downloads up to 23 Dec 2024
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in