Development:
Requirements:
-
maven
-
Java 8
-
recommended IntelliJ (not a must)
-
Run scripts:
sh scripts/local_libs.sh
sh scripts/download_large_data.sh
- 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