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Console-application implementing Rational Closure for defeasible entailment

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General info

The goal of this project is to build on previous work to design and implement algorithms for the Rational Closure and to evaluate the extent to which these algorithms are scalable. Our approaches include ternary search and concurrency.

Knowledge bases and defeasible implications (queries) must be formatted according to the propositional logic syntax recommended by the TweetyProject documentation (i.e., a ~> b). (http://tweetyproject.org/)

Technologies

This project is created with/has the following dependencies:

  • Java version: 16.0.2
  • TweetyProject library and the built-in Sat4j version: 1.20

Run

To run this project, first compile in the main directory using Maven (https://maven.apache.org/users/index.html):

$ mvn package

and then run jar:

$ java -cp target/rationalclosure-1.0-SNAPSHOT-jar-with-dependencies.jar org.rationalclosure.App kb.txt

where kb.txt is the name of the knowledge base that the defeasible queries are based on.

Testing

First compile using Maven:

$ mvn package

and then run jar:

$ java -cp target/rationalclosure-1.0-SNAPSHOT-jar-with-dependencies.jar org.rationalclosure.TimedReasoner kb.txt queries1.txt queries2.txt

where queries1.txt and queries2.txt are sets of queries used to test both ternary and concurrent approaches. Note one or more query sets can be input.

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