Let's talk about our "being": A linguistic-based ontology framework for coordinating agents

In open scenarios, agents willing to cooperate must impact the communication barrier between them and their unknown partners. If agents are not relying on any agreement about the meaning they ascribe to the symbols used in the conversation, semantic misalignments will arise on the discourse domain as well, thus making the communication impossible. In wide and heterogeneous scenarios offered by the Web (and its newborn semantic incarnation), traditional and meaning-safe methodologies for communication need to keep abreast of new dynamic communicative interaction modalities. The uncertainties arising from communication between actors which base their behavior on different and heterogeneous knowledge models have to be taken into account, wisely balancing the extent of “reachable knowledge” with the trustworthiness of its information. Main objective of this work is to augment the FIPA Ontology Service Specification with linguistically-aware methodologies for communication, describing a wide-scope framework for multi-agent systems design, semantic integration and coordination.

[1]  Armando Stellato,et al.  The Protégé Ontoling Plugin - Linguistic Enrichment of Ontologies in the Semantic Web , 2005 .

[2]  Maria Teresa Pazienza,et al.  Ontology integration in a multilingual e-retail system , 2003 .

[3]  Katrin Schulz,et al.  Exhaustive Interpretation of Complex Sentences , 2004, J. Log. Lang. Inf..

[4]  Michael Uschold,et al.  Infrastructure for Semantic Interoperability and Integration: Breakout Discussion Summary , 2005, Semantic Interoperability and Integration.

[5]  Willem Robert van Hage,et al.  A Method to Combine Linguistic Ontology-Mapping Techniques , 2005, SEMWEB.

[6]  Nicholas R. Jennings,et al.  Negotiating the Semantics of Agent Communication Languages , 2002, Comput. Intell..

[7]  Maria Teresa Pazienza,et al.  An Environment for Semi-automatic Annotation of Ontological Knowledge with Linguistic Content , 2006, ESWC.

[8]  George A. Miller,et al.  Introduction to WordNet: An On-line Lexical Database , 1990 .

[9]  Maria Teresa Pazienza,et al.  Agents Based Ontological Mediation in IE Systems , 2002, SCIE.

[10]  Li Li,et al.  Semantic mapping with multi-agent systems , 2005, 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service.

[11]  Asunción Gómez-Pérez,et al.  Six challenges for the Semantic Web , 2002, KR 2002.

[12]  M. Wooldridge,et al.  Cooperation and Agreement between Semantic Web Services , 2005 .

[13]  Maria Teresa Pazienza,et al.  ALINAs: un'architettura multi-layer ad agenti per il supporto alla comunicazione linguistica , 2002, WOA.

[14]  Jos de Bruijn,et al.  Towards an Ontology Mapping Specification Language for the Semantic Web , 2004 .

[15]  Maria Teresa Pazienza,et al.  Linguistic Enrichment Of Ontologies : a methodological framework , 2006 .

[16]  Agostino Poggi,et al.  Jade - a fipa-compliant agent framework , 1999 .

[17]  Maria Teresa Pazienza,et al.  Linguistically motivated Ontology Mapping for the Semantic Web , 2005, SWAP.

[18]  Peter D. Karp,et al.  OKBC: A Programmatic Foundation for Knowledge Base Interoperability , 1998, AAAI/IAAI.

[19]  Robert van Rooy,et al.  SIGNALLING GAMES SELECT HORN STRATEGIES , 2004 .

[20]  Christiane Fellbaum,et al.  Book Reviews: WordNet: An Electronic Lexical Database , 1999, CL.

[21]  Valentina Tamma,et al.  A conceptual model to facilitate knowledge sharing in multi-agent systems , 2001 .

[22]  Vipul Kashyap,et al.  InfoSleuth: agent-based semantic integration of information in open and dynamic environments , 1997, SIGMOD '97.

[23]  Maria Teresa Pazienza,et al.  Exploiting Linguistic Resources for building linguistically motivated ontologies in the Semantic Web , 2006 .

[24]  Luciano Serafini,et al.  Peer-to-peer semantic coordination , 2004, J. Web Semant..

[25]  Erhard Rahm,et al.  A survey of approaches to automatic schema matching , 2001, The VLDB Journal.

[26]  Gerhard Jäger,et al.  An Introduction to Game Theory for Linguists , 2006 .

[27]  Jérôme Euzenat,et al.  A Survey of Schema-Based Matching Approaches , 2005, J. Data Semant..

[28]  Roberto Basili,et al.  Integrating ontological and linguistic knowledge for conceptual information extraction , 2003, Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003).

[29]  G. Jäger,et al.  Evolutionary Game Theory and Typology: A Case Study , 2007 .

[30]  Maria Teresa Pazienza,et al.  An Open and Scalable Framework for Enriching Ontologies with Natural Language Content , 2006, IEA/AIE.

[31]  Andrea Omicini,et al.  Proceedings of the 7th WOA 2006 Workshop, From Objects to Agents (Dagli Oggetti Agli Agenti), Catania, Italy, September 26-27, 2006 , 2006, WOA.

[32]  Maria Teresa Pazienza,et al.  J-ALINAs: A JADE-based Architecture for Linguistic Agents , 2006, WOA.

[33]  Paul Buitelaar,et al.  LingInfo: Design and Applications of a Model for the Integration of Linguistic Information in Ontologies , 2006 .

[34]  Boris Motik,et al.  MAFRA - A MApping FRAmework for Distributed Ontologies , 2002, EKAW.

[35]  Michael Uschold,et al.  Architectures for Semantic Integration , 2005, Semantic Interoperability and Integration.

[36]  Mustafa Jarrar,et al.  Position paper: towards the notion of gloss, and the adoption of linguistic resources in formal ontology engineering , 2006, WWW '06.

[37]  Jos de Bruijn,et al.  D4.2.1 State-of-the-art survey on Ontology Merging and Aligning V1 , 2004 .

[38]  Patrizia Paggio,et al.  Ontology mapping to support multilingual ontology-based question answering , 2005 .

[39]  Yannis Kalfoglou,et al.  Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.