Welcome to my homepage.
My research interest lie at the intersection of Machine Learning and Semantic Web.
Previously I have worked at Samsung Research and Development Institute Bangladesh for 2 years as software engineer.
Research Interests: Machine Learning, Semantic Web, Linked Data, Information Retrieval
Current Research Projects:
1. Human Centered Big Data:
Machine learning algorithms work as black box and we only get the output from the model. The algorithm itself doesn't give any explanation why this output is chosen or why not. By using semantic background knowledge, we are trying to make explanation for machine learning algorithms.
2. Ontology Axiomatization:
Ontology Design Pattern Plugin for Desktop Protege
Accepted as a Software Demo at the 15th International Semantic Web Conference, ISWC2016, Kobe, Japan, October 2016: Md. Kamruzzaman Sarker, Adila A. Krisnadhi and Pascal Hitzler, OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming
Rule to OWL Axiom Conversion Plugin for Protege
Accepted as a Software Demo at the 15th International Semantic Web Conference, ISWC2016, Kobe, Japan, October 2016: Md. Kamruzzaman Sarker, David Carral, Adila A. Krisnadhi and Pascal Hitzler, Modeling OWL with Rules: The ROWL Protege Plugin.
Here is my Online Profiles: