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Exception_Enriched_Rules/README.md

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Development:

Requirements:

  1. maven

  2. Java 8

  3. recommended IntelliJ (not a must)

  4. Run scripts:

sh scripts/local_libs.sh

sh scripts/download_large_data.sh

  1. Import the project as maven project

Installation:

To install the project run scripts

mvn compile

mvn package

mvn install

Running Experiments:

sh run_experiment.sh for yago experiments

sh run_IMDB_experiment.sh fo IMDB experiments

Note: fix the directories inside the scripst to point to facts_to_mine.tsv file

Important Scripts:

To convert the KB from RDF to different formats rdf2int.sh <required conversion [SPMF|DLV_SAFE|PrASP]> <input file path> <output prefix>

Ex: sh assemble/bin/rdf2int.sh DLV_SAFE /GW/D5data-5/gadelrab/imdb/facts_to_mine_imdb.tsv /GW/D5data-5/gadelrab/imdb/in/facts_to_mine_imdb

SPMF : outputs transactional KB in numbers 1,2,3 for projected predicates DLV_SAFE : outputs unary Encoding in format p1234t(s1234o) for projected predicates. PrASP : outputs in PrASP format without encoding for example isMarriedToScientist(X). (Good fro viewing but causes problems with PrASP)

A mapping will be generated in case of encoding

for running examples running_scripts_sample.txt for examples running the main rule mining script mine_rules.sh