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Construction of Frame-Struture Logic Capable of Structural Knowledge Representation and the Semantic Analysis for Natural Language

Research Project

Project/Area Number 10680369
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionYamagata University

Principal Investigator

NISHIHARA Noritaka  Yamagata University, Faculty of Engineering, Associate Professor, 工学部, 助教授 (00202242)

Co-Investigator(Kenkyū-buntansha) KOMATSU Koji  Yamagata University, Faculty of Engineering, Research Assistant, 工学部, 助手 (90282243)
YOKOYAMA Shoichi  Yamagata University, Faculty of Engineering, Professor, 工学部, 教授 (20250946)
Project Period (FY) 1998 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2000: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1999: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1998: ¥900,000 (Direct Cost: ¥900,000)
KeywordsLogic System / Frame Expression / Knowledge Representation / Semantics / 自然言語意味解析 / 完全性 / 推論手続き
Research Abstract

In this research, we proposed a new type logic system called "Frame-Structure Logic". The proposed logic system has a mathematical semantics. This logic is capable of describing a compound object corresponding to a noun phrase in natural language, class hierarchy between objects and attribute inheritance between objects, as direct relations between symbols. Consequently, Frame-Structure Logic is a formal system which is capable of "structural knowledge representation", similar to natural language or semantic networks. The construction of Frame-Structure Login was done as follows :
1.Firstly, we proposed the basic axiom system and its semantics, and proved the completeness theorem and the decidability of this logic.
2.Secondly, we introduced object operators of negation and disjunction into Frame-Structure Logic. The extended system can treat compound noun concepts produced by using these object operators, such as "animal and plant" and "Tom, Mary and John".
3.In order to enrich the expressive power of the attribute relation, attribute functions and quantifiers were introduced into Frame-Structure Logic. In result, the objects such as students who has all kinds of fruits as the value of the attribute "favorite", and the value of the attribute "pet" for John, can be represented in this logic.
4.Finaly, we extended Frame-Structure Logic so that it can treat event objects corresponding to sentences having verb predicates. In predicate logic, verbs are treated as relation symbols, and such sentences are described as propositions. On the other hand, in this extended logic, not only noun phrases but also verbs are treated as objects. Consequently, the meanings of sentences that can't be represented whithout using higher order predicate logic can be described in this logic. We defined the syntax and the mathematical semantics for this logic.

Report

(4 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • 1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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