DocumentCode
3016074
Title
A recommender system architecture for an inter-application environment
Author
Vicente dos Santos, Eduardo Jose Marcelino ; Bezerra, Byron L. D. ; de Amorim, J.S. ; do Nascimento, Arthur Inacio
Author_Institution
Polytech. Sch. of Pernambuco, Univ. of Pernambuco, Recife, Brazil
fYear
2012
fDate
27-29 Nov. 2012
Firstpage
472
Lastpage
477
Abstract
Recommender systems help to show possible items of interest, but these recommendations are closely linked to the amount of available user information. This information is generated by user interaction with the system, which is generally absent, especially in the case of a new user. In this contribution, we intend to check the methods of filtering applied in the context of traditional recommendation systems by adapting them to an inter-application context by using collaborative filtering techniques. To this end, we propose the architecture and rules for building an environment of a recommendation system for inter-application. The resulting database was developed for evaluations of inter-analysis applications and it will be made available to the scientific community for future research.
Keywords
collaborative filtering; recommender systems; service-oriented architecture; collaborative filtering techniques; database; inter-analysis applications; inter-application environment; recommender system architecture; service oriented architecture; user information; user interaction; Collaboration; Context; Correlation; Databases; Euclidean distance; Recommender systems; Information filtering; Knowledge sharing; Recommender systems; Service Oriented Architecture; Systems Architecture;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location
Kochi
ISSN
2164-7143
Print_ISBN
978-1-4673-5117-1
Type
conf
DOI
10.1109/ISDA.2012.6416584
Filename
6416584
Link To Document