Title :
Building profiles based on ontology for recommendation custom interfaces
Author :
Elyusufi, Yasyn ; Seghiouer, Hamid ; Alimam, Mohammed Amine
Author_Institution :
LIROSA, UAE/FS Tetuan, Tetuan, Morocco
Abstract :
The recommendation custom data is based primarily on the users´ classification, and their integration in a process to address these interests. In this very context figures our article, which is part of a series of researches conducted by our team within a build of user profiles based on Human-Computer interface (HCI) ontology for recommendation custom interfaces. The extension of this approach provides a semantic representation of the concepts of ergonomic interfaces using reference ontology HCI. In this context, we benefit from the internet users´ contributions, by answering the questionnaires suggested by system. These questionnaires will be integrated within ontology of the domain of HCI ergonomics. The answers to the suggested questionnaires will allow a semantic classification of profiles according to a vector model which will be defined later. This article consists of four sections. In the first section we present personalization techniques and recommendation. Secondly we set out construction techniques of user profiles based on ontology, In the third section, we present our approach to building profiles based on ontology for a recommendation custom interfaces in order to help the system make decisions according to the centers ergonomic interest profiles, We conclude in the last section by summarizing our contribution and providing opportunities for our work.
Keywords :
ergonomics; human computer interaction; ontologies (artificial intelligence); recommender systems; user interfaces; ergonomic interest profiles; ergonomic interfaces; human-computer interface ontology; personalization techniques; profile building; recommendation custom data; recommendation custom interfaces; reference ontology HCI; semantic representation; user classification; vector model; Context; Educational institutions; Ergonomics; Human computer interaction; Ontologies; Support vector machine classification; HCI; Ontology; Profiles; Recommendation; Semantic Web;
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4799-3823-0
DOI :
10.1109/ICMCS.2014.6911166