Title :
A new personalization approach by case-based reasoning and fuzzy logic
Author :
Mahdi, Walid ; Soui, Makram ; Abed, Mourad
Author_Institution :
Higher Inst. of Manage., Gabes, Tunisia
Abstract :
Nowadays, facing the diversity of users profiles, the emergence of new technologies (mobile phones, PDA...) and the variety of environments (office, home...), searching for relevant information becomes a very difficult process. In this context, personalization can be an appropriate solution to overcome this issue. It aims to provide the user with relevant information corresponding to his/her preferences. Our contribution is a new personalization approach based on both case-based reasoning and fuzzy logic. The aim is to recommend a personalized itinerary taking in consideration the context of use. Finally, we present some experimentation results in the transport field to validate the mentioned approach.
Keywords :
case-based reasoning; fuzzy logic; information systems; case-based reasoning; fuzzy logic; information systems; personalization approach; personalized itinerary taking; user preferences; users profiles; Adaptation models; Cognition; Context; Context modeling; Fuzzy logic; Recommender systems; Silicon; Personalization; case-based reasoning; context of use; fuzzy logic; transportation;
Conference_Titel :
Advanced Logistics and Transport (ICALT), 2014 International Conference on
Conference_Location :
Hammamet
DOI :
10.1109/ICAdLT.2014.6864094