TY - GEN
T1 - Semantic resource adaptation based on generic ontology models
AU - Raufi, Bujar
AU - Ismaili, Florije
AU - Ajdari, Jaumin
AU - Ferati, Mexhid
AU - Zenuni, Xhemal
N1 - Publisher Copyright:
Copyright © 2014 SCITEPRESS - Science and Technology Publications.
PY - 2014
Y1 - 2014
N2 - In recent years, a substantial shift from the web of documents to the paradigm of web of data is witnessed. This is seen fromthe proliferation of massive semantic repositories such as Linked Open Data. Recommending and adapting resources over these repositories however, still represents a research challenge in the sense of relevant data aggregation, link maintenance, provenance and inference. In this paper, we introduce a model of adaptation based on user activities for performing concept adaptation on large repositories built upon extended generic ontology model for Adaptive Web-Based Systems. The architecture of the model is consisted of user data extraction, user knowledgebase, ontology retrieval and application and a semantic reasoner. All these modules are envisioned to perform specific tasks in order to deliver efficient and relevant resources to the users based on their browsing preferences. Specific challenges in relation to the proposed model are also discussed.
AB - In recent years, a substantial shift from the web of documents to the paradigm of web of data is witnessed. This is seen fromthe proliferation of massive semantic repositories such as Linked Open Data. Recommending and adapting resources over these repositories however, still represents a research challenge in the sense of relevant data aggregation, link maintenance, provenance and inference. In this paper, we introduce a model of adaptation based on user activities for performing concept adaptation on large repositories built upon extended generic ontology model for Adaptive Web-Based Systems. The architecture of the model is consisted of user data extraction, user knowledgebase, ontology retrieval and application and a semantic reasoner. All these modules are envisioned to perform specific tasks in order to deliver efficient and relevant resources to the users based on their browsing preferences. Specific challenges in relation to the proposed model are also discussed.
KW - Adaptive web-based systems
KW - Linked open data
KW - Semantic web
KW - User adaptive software systems
UR - http://www.scopus.com/inward/record.url?scp=84908868430&partnerID=8YFLogxK
U2 - 10.5220/0005096001030108
DO - 10.5220/0005096001030108
M3 - Conference contribution
AN - SCOPUS:84908868430
T3 - ICSOFT-PT 2014 - Proceedings of the 9th International Conference on Software Paradigm Trends
SP - 103
EP - 108
BT - ICSOFT-PT 2014 - Proceedings of the 9th International Conference on Software Paradigm Trends
A2 - Holzinger, Andreas
A2 - Cardoso, Jorge
A2 - Cardoso, Jorge
A2 - Cordeiro, Jose
A2 - Cordeiro, Jose
A2 - van Sinderen, Marten
A2 - Mellor, Stephen
PB - SciTePress
T2 - 9th International Conference on Software Paradigm Trends, ICSOFT-PT 2014
Y2 - 29 August 2014 through 31 August 2014
ER -