A grounder for SPINdle defeasible logic reasoner

作者:

Highlights:

• Proposed a grounder for defeasible logic bottom-up programs focused on stratified theories.

• Introduced an algorithm for theory stratification.

• The grounder exploits classical backtracking algorithm for instantiation.

• Proposed a query optimization technique to achieve an efficient performance in the grounder.

• The grounder evaluated by large-scale datasets based on the web data model and behaved efficiently.

摘要

•Proposed a grounder for defeasible logic bottom-up programs focused on stratified theories.•Introduced an algorithm for theory stratification.•The grounder exploits classical backtracking algorithm for instantiation.•Proposed a query optimization technique to achieve an efficient performance in the grounder.•The grounder evaluated by large-scale datasets based on the web data model and behaved efficiently.

论文关键词:Defeasible logic,Grounder,Reasoning engine,Semantic web

论文评审过程:Available online 1 May 2015, Version of Record 2 June 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.04.065