Ontology based Topic Model for analyzing text in Nanomaterial Informatics

Level: 30hp (Advanced level, Master's thesis)
Number of students: 1-2
Area: Computer Science

This thesis work is part of a larger research project on materials design and aims to interpret the result of a topic model for nanomaterials by using a nanoparticle ontology as a background knowledge or to enrich and learn a nanoparticle ontology by using the result of a topic model for nanomaterials. The project will be based on an existing framework of ontology-based topic models over nanomaterial data. The framework will be implemented and the use for interpretation of topic models and enrichment of an ontology will be evaluated.

Prerequisites:
It is an advantage to have knowledge about ontologies and/or topic models.

Contact: Huanyu Li, Patrick Lambrix.

Page responsible: Patrick Lambrix
Last updated: 2018-10-29