Education
- Advanced algorithms
- Data analysis
- Machine learning fundamentals
- Semantic Web
- Security…
Experiences
Exploiting knowledge graphs in an AI system of security cameras : Expand the database with semantic networks and knowledge graphs.
- In a system that saves data collected from security cameras for automatic detection, is it beneficial to use semantic networks and knowledge graphs to expand the database ?
Creating a training dataset in Python from Wikipedia summaries, leading to a publication in LREC Miyazaki 2018.
- Creating modules to extract data from Wikipedia summaries and knowledge bases from DBPedia and Wikidata.
- Creating aligners to link entities and form usable triples in the dataset.
- Making statistics from the obtained triples.
- Correcting the errors the modules made, and refine the workflow.
Projects
Creation of an application for Android/iOS
- Creating a custom itinerary linking points of interest (cultural places, stores...) by theme, distance and time.
Creation of a personal bot for Discord
- Using the API wrapper discord.py (in Python).
Publications
LREC Miyazaki, 2018