Amila Rukshan

student

An undergraduate at the University of Moratuwa studying a computer science degree, a former Interactive Media Developer at Arimac Lanka (Pvt) Ltd and worked as a Frontend Developer at Heavenz.lk. My academic interests lie in the fields of Algorithms, Distributed Systems and, Compiler Construction. I published a research paper in the Bioinformatics category at ICBBB 2019. I enjoy music and computer games when I’m free.

I’m working on the project Automating web table columns to knowledge base mapping using translation embedding.

Brief Description of Project

We introduce a novel supervised learning-based approach to automate the mapping of web table columns to classes from an ontology. Our model is easy to learn and we only utilize the features found on the tables itself. Primarily we exploit the behavior of binary relations of columns in the tables to derive mappings. Secondarily we utilize column headers and column cell values. We outperform the current state of the art by a recall and F1 measure.

Details of Publications

Automating web table columns to knowledge base mapping using translation embedding, 2019 ICSC, Under review

Link to Paper - https://ieeexplore.ieee.org/abstract/document/9031447

Links to Resources

https://www.github.com/kavinduchamiran/fyp2

Team Members - Kavindu Chamiran