Research

My research activity since 2008 is aimed at designing of a sophisticated framework to perform semantic annotation to boost the information retrieval system. To this aim I applied semantic web technologies and probabilistic reasoning to perform semantic annotation of existing web documents. This research activity mainly concerns with information extraction, ontology, and Bayesian networks.

Publication

  1. Sameen Fatima and Quratulain Rajput, "A Comparison of Algorithms to Construct Ontologies from Relational Databases", The Seventh International Multi-Conference on Computing in the Global Information Technology (ICCGI), 2012
  2. Quratulain Rajput and Sajjad Haider, “BNOSA: A Bayesian Network and Ontology based Semantic Annotation Framework”, Journal of Web Semantics: Science, Services and agents on the World Wide Web, Vol. 9(2), 2011, pp. 99 - 112
  3. Quratulain Rajput and Sajjad Haider, “A Comparison of Ontology-based and Reference-set-based Semantic Annotation Frameworks”, Procedia Computer Science, Vol. 3, 2011, pp. 1535 – 1540
  4. Quratulain Rajput, “Semantic Annotation using Ontology and Bayesian Networks”, Lectures Notes in Computer Science, Vol. 6085, 2010, pp. 416 - 418
  5. Quratulain Rajput and Sajjad Haider, “A Comparison of Two Ontology based Semantic Annotation Frameworks”, Advances in Information and Communication Technologies, Vol. 339, 2010, pp. 187 – 194
  6. Quratulain Rajput, Sajjad Haider, “Use of Bayesian Network in Information Extraction from Unstructured Data Sources”, International Journal of Information and Communication Technology, Vol. 5(8) 2009, pp. 507-513
  7. Quratulain Rajput, Sajjad Haider, Nasir Touheed, “Information Extraction from Unstructured and Ungrammatical Data Sources for Semantic Annotation”, International Journal of Information and Communication Technology, Vol. 5(7), 2009, pp. 489-497
  8. Quratulain Rajput., Ahmed Ali Shah, “Estimated ODE Solutions for Numerical Computing”, Center for Advance Studies in Mathematics: Summer Conference in Mathematics, LUMS, Lahore Pakistan, July 2006.