Knowledge based approach to semantic composition of teams in an organization

S. Colucci, T. Di Noia, E. Di Sciascio, F. M. Donini, G. Piscitelli, S. Coppi
2005 Proceedings of the 2005 ACM symposium on Applied computing - SAC '05  
Finding rapidly suitable experts in an organization to compose a team able to solve specific tasks is a typical problem in large consulting firms. In this paper we present a Description Logics approach to the semantic-based composition of ad-hoc teams based on individuals skill profiles and on task description. The selection process is carried out using a novel Concept Covering algorithm that exploits the recently proposed Concept Abduction inference service in Description Logics. The approach
more » ... as been deployed as part of a skill management system that takes text files with curricula and project specifications as inputs and extracts from them available individual profiles and task descriptions, according to an ontology modeling skills.
doi:10.1145/1066677.1066974 dblp:conf/sac/ColucciNSDPC05 fatcat:7q6t4zumhfb4zaouc6xwbxgtlm