Plenary Lecture
Agent Based Semantic Analysis
Professor George Rzevski
Complexity Science and Design, The Open University, UK
Founder, Magenta Corporation, London, UK and Samara, Russia
E-mail: rzevski@googlemail.com
Abstract: The speaker will describe a new method for semantic analysis
of text using multi-agent technology. The problem of semantic analysis is
reformulated as the allocation of meanings to words and software agents are
given the task to negotiate the matching. A comprehensive ontology contains
general knowledge on text understanding, language oriented rules and specific
knowledge on the problem domain. Every word in the text under consideration is
given the opportunity to autonomously and practically search for its own
meaning consulting knowledge available in ontology.
To simplify the process of extracting meanings, the method includes an initial
morphological and syntactic analysis of the text, followed by semantic
analysis. After that, a pragmatics program implements user-defined
applications using the semantics descriptor, which has been generated during
semantic analysis.
The method has been commercially applied to abstract selection.
Brief biography of the speaker:
George Rzevski is Emeritus Professor of the Open University, Milton Keynes,
UK, engaged in research into Complexity Science Applications and Multi-Agent
Technology. He is also Founder of Magenta Corporation Ltd, London, UK and
Samara, Russia, an international company developing large-scale intelligent
multi-agent systems for applications such as logistics, e-commerce, semantic
search and knowledge discovery. George has edited nine books and published a
very large number of papers in the areas of Applied Complexity Science,
Design, Artificial Intelligence, Multi-Agent Technology and Information
Society.
|