atomczak / SSoLDAC_Hack_Group_2

This repository contains the solution of one of the groups participating in the LDAC2023 hackathon. https://github.com/SSoLDAC-2023

This repository contains the solution of one of the groups participating in the LDAC2023 hackathon.

Group 2

Challenge name: Data Dictionaries

Group name: "Be as DoDos"

Idea

When adding content to the bSDD you can link your classes and definitions to existing resources. However, many content creators do not link their terms -- they may not even be aware which similar terms have been defined elsewhere. In this solution we provide code to suggest related terms within bSDD in three ways:

1. Within a term's description, identify potential hyperlinks to bSDD terms.
2. Identify similar terms based on its name and description:

• Semantic similarity, which relies on sentence-transformers/all-mpnet-base-v2 embeddings
• Span overlap similarity, following some work on Intelligent Regulatory Compliancy (iReC)

Group members

• Rebekka Benfer
• Aaron Costin
• Ruben Kruiper
• Giulia Maslov
• Artur Tomczak

Challenge-related links with more information towards bSDD:

bSDD page: http://bsdd.buildingsmart.org/ Documentation: https://github.com/buildingSMART/bSDD Data model: https://github.com/buildingSMART/bSDD/.../bSDD Search GUI: https://search.bsdd.buildingSMART.org API docs: https://app.swaggerhub.com/apis/buildingSMART/Dictionaries/v1 Management platform: https://manage.bsdd.buildingsmart.org/ Same three on test server:

• https://search-test.bsdd.buildingsmart.org/
• https://test.bsdd.buildingsmart.org/swagger/index.html
• https://manage-test.bsdd.buildingsmart.org/ Forum: https://forums.buildingsmart.org/c/users/bsdd/14 Support mail: [e-mail] Validation service: https://validate.buildingsmart.org/