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 has 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.
Knowledge based approach to semantic composition of teams in an organization / Colucci, S.; Di Noia, T.; Di Sciascio, E.; Donini, F. M.; Piscitelli, G.; Coppi, S.. - ELETTRONICO. - (2005), pp. 1314-1319. (Intervento presentato al convegno 20th Annual ACM Symposium on Applied Computing, SAC '05 tenutosi a Santa Fe, NM nel March 13-17, 2005) [10.1145/1066677.1066974].
Knowledge based approach to semantic composition of teams in an organization
S. Colucci;T. Di Noia;E. Di Sciascio;F. M. Donini;G. Piscitelli;
2005-01-01
Abstract
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 has 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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
