A KNOWLEDGE REPRESENTATION LANGUAGE FOR NATURAL LANGUAGE PROCESSING, SIMULATION AND REASONING

Author:

McSHANE MARJORIE1,NIRENBURG SERGEI1

Affiliation:

1. Department of Computer Science and Electrical Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250, USA

Abstract

OntoAgent is an environment that supports the cognitive modeling of societies of intelligent agents that emulate human beings. Like traditional intelligent agents, OntoAgent agents execute the core functionalities of perception, reasoning and action. Unlike most traditional agents, they engage in extensive "translation" functions in order to render perceived inputs into the unambiguous, ontologically-grounded knowledge representation language (KRL) that is used to model their knowledge, memory and reasoning. This paper describes the KRL of OntoAgent with a special focus on the many runtime functions used to translate between perceived inputs and the KRL, as well as to manipulate KRL structures for reasoning and simulation.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Linguistics and Language,Information Systems,Software

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Natural Language Understanding and Generation;The Cambridge Handbook of Computational Cognitive Sciences;2023-05-11

2. Computational Modeling in Various Cognitive Fields;The Cambridge Handbook of Computational Cognitive Sciences;2023-05-11

3. On achieving human-level knowledge representation by developing a natural language of thought;Procedia Computer Science;2021

4. Context for language understanding by intelligent agents;Applied Ontology;2019-11-12

5. Typical event sequences as licensors of direct object ellipsis in Russian;Lingvisticæ Investigationes. International Journal of Linguistics and Language Resources;2018-12-31

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