Ontology population as algebraic information system processing based on multi-agent natural language text analysis algorithms

The paper presents an approach to ontology population as operations with Scott information system. The deducibility relation in the ontology population information system corresponds to rules of input data processing and ontology population. To implement an ontology population process, we suggest a multi-agent approach based on natural language semantic analysis. In the proposed multi-agent model, agents of the following two types interact: information agents corresponding to meaningful units of the information being retrieved and rule agents implementing population rules of the given ontology based on the semantic-syntactic model of the language.

[1]  René Bañares-Alcántara,et al.  Multi-agent systems for ontology-based information retrieval , 2005 .

[2]  Glynn Winskel,et al.  The formal semantics of programming languages - an introduction , 1993, Foundation of computing series.

[3]  Natalya Olegovna Garanina,et al.  Distributed Termination Detection by Counting Agent , 2014, CS&P.

[4]  George Rzevski,et al.  Creating Contract Templates for Car Insurance Using Multi-agent Based Text Understanding and Clustering , 2007, HoloMAS.

[5]  Giovanni Guida,et al.  A distributed multi-agent architecture for natural language processing , 1988, COLING.

[6]  Rafael Valencia-García,et al.  Towards scott domains-based topological ontology models , 2001, FOIS.

[7]  Xianyi Cheng,et al.  Study of Multi-Agent Information Retrieval Model in Semantic Web , 2008, 2008 International Workshop on Education Technology and Training & 2008 International Workshop on Geoscience and Remote Sensing.

[8]  Renata Vieira,et al.  A Multi-agent Approach to Question Answering , 2006, PROPOR.

[9]  Mostafa Aref.  A multi-agent system for natural language understanding , 2003, IEMC '03 Proceedings. Managing Technologically Driven Organizations: The Human Side of Innovation and Change (IEEE Cat. No.03CH37502).

[10]  Andreas Hotho,et al.  Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies , 2004, ICFCA.

[11]  Keith L. Clark,et al.  A multi-agent system for distributed information retrieval on the World Wide Web , 1997, Proceedings of IEEE 6th Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises.