Title :
Towards an Agent-Based Approach for Automatic Generation of Researcher Profiles Using Multiple Data Sources
Author :
Holanda, Olavo ; Elias, Endhe ; Costa, Ernesto ; Fonseca, Benjamim ; Bittencourt, Ig Ibert
Author_Institution :
Comput. Inst., Fed. Univ. of Alagoas, Maceio, Brazil
Abstract :
In this paper, we study the problem concerning the automatic generation of user profiles as a function of multiple data sources. Hence, we introduce an agent-based approach for collecting and integrating data from multiple sources, such as Linked In, Google Scholar and Lattes, in order to automatically generate researcher profiles. We performed a simple evaluation involving seven users who have data in all the used sources. Preliminary, the results show the feasibility of our approach.
Keywords :
data integration; information retrieval; multi-agent systems; ontologies (artificial intelligence); social networking (online); Google Scholar; Lattes; Linked In; agent-based approach; data collection; data integration; multiple data sources; researcher profiles generation; user profiles generation; Books; Data mining; Databases; Education; Google; LinkedIn; Ontologies; Information Extraction; Intelligent Agents; Ontologies; Researcher Profile;
Conference_Titel :
Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2013 IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4799-2902-3
DOI :
10.1109/WI-IAT.2013.174