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SoCial puRpose Organization Language modeL

The SCROLL project includes the following modules:

• NER model for extracting terms from descriptions of social purpose organizations
• Narrative building model from semantic roles
• Citation: Gajderowicz, B., Rosu, D., & Fox, M. S. (2022). Compass Event , Client , and Service Ontology : A Design Pattern for Social Services. The Eighth Joint Ontology Workshops (JOWO’22), CEUR Workshop Proceedings, 1--12.

Installation

1. Setup Python Environment

• conda env create -f PyScroll.yml python=3.9

2. Install StanfordCoreNLP packages

• cd corenlp
• chmod +x nlp_server.sh
• curl https://downloads.cs.stanford.edu/nlp/software/stanford-corenlp-4.3.1.zip > stanford-corenlp-4.3.1.zip
• open stanford-corenlp-4.3.1.zip
• curl https://downloads.cs.stanford.edu/nlp/software/stanford-parser-4.2.0.zip > stanford-parser-4.2.0.zip
• open stanford-parser-4.2.0.zip
• cd ..

3. Install Prolog

• Follow instructions here https://www.swi-prolog.org/download/stable

Run program

1. Start nlp server

• ./corenlp/nlp_server.sh

2. Run unit test code

• This will generate all files based on sentences in output/unit_test_sentences.txt
• python -i run_unit_tests.py

3. Load own file

• create and place in output/<file_prefix>/input/input_file.csv

   file_prefix = 'my_data_source'
   filename = 'output/%s/input/input_file.csv'%(file_prefix)
   posp = POSProcesses(col='Description', program_name=Program Name')
   posp.load_compass_paragraphs(
      filename=filename,
      file_prefix=file_prefix, random_n=None)