# Beginning of Quentin's PhD

## Ontology of ring roads

What to read about ontologies and descrption logics:
- [A Description Logic Primer](https://arxiv.org/pdf/1201.4089.pdf)
- [An Introduction to Description Logic](https://www.cambridge.org/core/books/an-introduction-to-description-logic/6D329698AFC2E6C6C5C15801ED9B6D07)
- [Foundations of Semantic Web Technologies](https://www.amazon.com/Foundations-Semantic-Technologies-Textbooks-Computing/dp/142009050X)
- [OWL 2 Web Ontology Language
Primer](https://www.w3.org/TR/owl2-primer/)
- [Description Logics](https://www.cs.ox.ac.uk/people/ian.horrocks/Publications/download/2007/BaHS07a.pdf)

## Literature review

Ontologies, patterns and Gestalt in maps, deep learning in cartography.

Literature review paper in this [Special issue of the IJC](https://cogvis.icaci.org/22_siStateOfArt.html)? (Deadline **30 September**)

## ENSG research project

2 students, every Wednesday from October to the end of January.

Try machine learning techniques to find some anchors (cities? ring roads?) in several images of the same location taken at different scales.