2013 MappingDependencyRelationshipsI

• (Silva et al., 2013) ⇒ Nayanthara De Silva, Chiran N. Fernando, M. K. D. T. Maldeniya, Dileep Wijeratne, A. S. Perera, and Ben Goertzel. (2013). “Mapping Dependency Relationships Into Semantic Frame Relationships.”

Subject Headings: RelEx System; RelEx2Frame System, OpenCog System; Relation Extraction System.

Notes

• Previous Version/Edition(s):
  • (Silva et al., 2011) ⇒ Nayanthara De Silva, Chiran N. Fernando, M. K. D. T. Maldeniya, Dileep Wijeratne, A. S. Perera, and Ben Goertzel. (2011). “SeMap - Mapping Dependency Relationships Into Semantic Frame Relationships.” In: Proceedings of the 17th ERU Research Symposium, 2011.

Cited By

• Google Scholar: ~ 5 Citations (Retrieved:2019-10-17).

Quotes

Author Keywords

• FrameNet; WordNet; Drools; Common Sense Knowledgebase.

Abstract

We describe the refactoring process of the RelEx2Frame component of OpenCog AGI Framework, a method for expanding concept variables used in RelEx and automatic generation of a common sense knowledge base specifically with relation to concept relationships. The wellknown Drools rule engine is used instead of hand-coded rules; an asynchronous concurrent architecture and an indexing mechanism are designed to gain performance of re-factored RelEx2Frame. WordNet aided supervised learning mechanism and a statistical learning mechanism, are applied to expand concept variables. Association mining is used on semantic frames acquired through processing an instance of Wikipedia in order to generate a common sense knowledge base. Keywords-FrameNet; WordNet; Drools; Common Sense Knowledgebase

I. Introduction

(...)

 RelEx, which is a component, developed for the OpenCog [1] framework is an English-language semantic dependency relationship extractor, built on the Carnegie-Mellon Link Grammar parser [2]. Subject, object, indirect object and many other syntactic dependency relationships between words in a sentence can be identified by RelEx.

(...)

References

• [1] “The Open Cognition Project – OpenCog Wiki,” [Online]. Available: http://wiki.opencog.org/w/The_Open_Cognition_Project . [Accessed: 23- Sep -2010].
• [2] “RelEx Dependency Relationship Extractor – OpenCog Wiki,” [Online]. Available : http://wiki.opencog.org/w/RelEx. [Accessed: 23- Sep -2010].
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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2013 MappingDependencyRelationshipsI	Ben Goertzel Nayanthara De Silva Chiran N. Fernando M. K. D. T. Maldeniya Dileep Wijeratne A. S. Perera			Mapping Dependency Relationships Into Semantic Frame Relationships						2011 2013