I am pursuing research in Data Science at the International Institute of Information Technology, Bangalore. The Semantic Web, Knowledge Representation and Inference problems over arbitrary data sets are my research interests. Currently, I am working largely on structured datasets and associated inferencing and interpretation of knowledge that can be gleaned from datasets on data.gov.in and other public domain. My focus is on developing unique models that can bring Knowledge Representation and Reasoning models, Semantic Web technologies, Machine Learning and Graph Networks together to better understand data
and it’s context.
Prior to entering academics, I was working in the industry. I have over 20 years of IT experience that includes Large Program Management in the Retail, Telecom and Financial domains spanning diverse technologies (Business Intelligence and Analytics, Custom Applications, Managed Services Engagements) worth multi-million dollar revenues & spread across multiple geographies, Customer Acquisition and Retention, Process & Product Quality Assurance across delivery units, Managing Competency Groups / Centre of Excellence and Stakeholder Management covering Finance & Legal units & Partner Ecosystems.
I am part of the Web Sciences Lab (WSL) at IIIT Bangalore. Please checkout linkedin profile for more details.
- Asha Subramanian, Ved Kurien Mathai, Vikkurthi Manikanta, Janaki Vinesh Joshi and Srinath Srinivasa. Semantic Integration of Open Data Tables. Proceedings of the 15th International Conference on Ontologies, Databases and Applications of Semantics (ODBASE 2016), Rhodes, Greece, October 2016 (in press).
- Asha Subramanian. Inferencing in the Large: Characterizing Semantic Integration of Open Tabular Data. Doctoral Consortium of the International Semantic Web Conference (ISWC 2015), Pennsylvania, US, October 2015. pdf
- Asha Subramanian, Srinath Srinivasa, Vignesh S, Pavan Kumar R R. Semantic Integration of Structured Data Powered by Linked Open Data. Proceedings of 5th International Conference on Web Intelligence, Mining and Semantics (WIMS 15), Limassol, Cyprus, July 2015.pdf