SUSL Staff Directory

Dr. BTGS Kumara

Senior Lecturer

kumara@appsc.sab.ac.lk

Qualifications

PhD in Computer Science and Engineering, University of Aizu, Japan (2015)

MSc in Computer Science, University of Peradeniya, Sri Lanka (2010)

BSc (Hons) in Computer Science and Technology, Sabaragamuwa University of Sri Lanka (2006)


Membership of Professional Bodies/Associations

  • Sri Lanka Association for Advancement of Science (SLAAS), Life Member

 

Editor/ Reviewer/ PC Member in Journals and Conferences  

Guest Editor

  • Complexity - Special Issue "Advanced Sparse Machine Learning (ASML)."

Reviewer (Journal)

  • IEEE Transactions on Services Computing
  • Future Generation Computer Systems
  • International Journal of Web Services Research (IJWSR)
  • Multimedia Tools and Applications
  • Services Transactions on Internet of Things 
  • Ain Shams Engineering Journal

Program Committee Member

  • IEEE International Conference on Services Computing (SCC 2014, SCC 2015, SCC 2016, SCC 2017)
  • IEEE International Conference on Web Services ICWS 2017
  • IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016)
  • IEEE International Conference on Cloud Computing Technology and Science (CloudCom2014)
  • IEEE International Conference on Awareness Science and Technology (iCAST 2013)
  • Services Society International Conference on Internet of Things (S2 ICIOT 2016)
  • International Conference on Innovations in Info-business and Technology-2017 (ICIIT-2017)
  • 6th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2017)

Session Chair

  •  
  • IEEE International Conference on Web Services (ICWS 2016), USA, June 27 - July 2, 2016.
  • 12th IEEE International Conference on Services Computing (SCC 2015), USA, June 27 - July 2, 2015.
  • 5th IEEE International Conference on Awareness Science and Technology (iCAST), Japan, Nov2-4, 2013.
  • 6th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2017)

Research Interests

Web Service Clustering, Discovery, Selection and Composition

Big Data Analytics

Data Mining

Image Processing


Current Research Projects

Intelligent big data analytics using automatic web service composition


Recent Publications

Full papers published in indexed journals 

  • T. H. A. S. Siriweera, Incheon Paik, B. T. G. S. Kumara and C. K. Koswatta, "Architecture for Intelligent Big Data Analysis based on Automatic Service Composition", International Journal of Big Data (IJBD), Vol. 2, No. 2, pp. 1-14, 2015.
  • K. R. C. Koswatte, I. Paik, W. Park and B. T. G. S. Kumara, “Innovative Product Design using Metaontology with Semantic TRIZ”, International Journal of Information Retrieval Research (IJIRR), Vol. 5, No. 2, pp. 43-65, 2015.
  • B.  T. G. S. Kumara, Incheon Paik, K. R. C. Koswatte and Wuhui Chen, “Improving Web Service Clustering through Post Filtering to Bootstrap the Service Discovery,” International Journal of Services Computing (IJSC), Vol. 2, No. 3, pp. 1 – 13, 2014.
  • B. T. G. S. Kumara, I. Paik, W. Chen and K. Ryu, “Web Service Clustering using a Hybrid Term-Similarity Measure with Ontology Learning,” International Journal of Web Services Research (JWSR), Vol. 11, No. 2, pp. 24 - 45, 2014.
  • B. T. G. S. Kumara, Incheon Paik, Wuhui Chen, "Extract Features from WSDL Documents to Cluster Web Services with Ontology Learning", JCIT: Journal of Convergence Information Technology, Vol. 8, No. 5, pp. 920 - 929, 2013.
  • B. T. G. S Kumara and AAI Perera, “Automated System For Nurse Scheduling Using Graph Coloring,” Indian Journal of Computer Science and Engineering, Vol. 2, pp. 476-485, 2011.

 

Book Chapter

  • I. Paik, W. Chen, B. T. G. S. Kumara, T. Tanaka, Z. Li, and Y.  Yaguchi, “Linked data-based service publication for service clustering,” In Advanced in Computer Science and its Applications, Springer Berlin Heidelberg, pp 1429–1435, 2014.

 

Full papers published in conference proceedings

  • B. T. G. S. Kumara, Incheon Paik, T. H. A. S. Siriweera and K.  R. C. Koswatte, “QoS Aware Service Clustering to Bootstrap the Web Service Selection,” IEEE International Conference on Service Computing (SCC), USA, June 25 - 30, 2017.
  • T. H. A. S. Siriweera, Incheon Paik, and B. T. G. S. Kumara, “QoS and Customizable Transaction-aware Selection for Big Data Analytics on Automatic Service Composition,” IEEE International Conference on Service Computing (SCC), USA, June 25 - 30, 2017.
  • T. H. A. S. Siriweera, Incheon Paik, and B. T. G. S. Kumara, “Constraint-Driven Dynamic Workflow for Automation of Big Data Analytics based on GraphPlan,” IEEE International Conference on Web Services (ICWS), USA, June 25 - 30, 2017.
  • R. A. H. M. Rupasingha, Incheon Paik, and B. T. G. S. Kumara, “Improving Web Service Clustering through a Novel Ontology Generation Method by Domain Specificity,” IEEE International Conference on Web Services (ICWS), USA, June 25 - 30, 2017.
  • R. A. H. M. Rupasingha, Incheon Paik, B. T. G. S. Kumara,T. H. A. S. Siriweera, “Domain-aware Web Service Clustering based on Ontology Generation by Text Mining”, Proceedings of IEEE IEMCON 2016, Vancouver, Oct. 2016.
  • T. H. Akila S. Siriweera,  Incheon Paik and  B T. G. S. Kumara, "QoS-aware Traffic-efficient Web Service Selection over BigData Space", IEEE International Conference on Computer and Information Technology,  Fiji, December 2016.
  • B. T. G. S. Kumara, Incheon Paik, T. H. A. S. Siriweera and  K.  R. C. Koswatte, “Cluster-Based Web Service Recommendation,” IEEE International Conference on Service Computing, San Francisco, U.S.A, June-July, 2016.
  • T. H. A. S. Siriweera, Incheon Paik, Jia Zhang, and B. T. G. S. Kumara, “Big Data Analytic Service Discovery using Social Service Network with Domain Ontology and Workflow Awareness,” IEEE International Conference on Web Services, San Francisco, U.S.A, June-July, 2016.
  • R. A. H. M. Rupasingha, Incheon Paik and B. T. G. S. Kumara, "Calculating Web Service Similarity using Ontology Learning with Machine Learning," 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), India, December 2015.
  • T. H. A. S. Siriweera, Incheon Paik, B. T. G. S. Kumara, Onotology-Based Service Discovery for Intelligent Big Data Analytics, IEEE International Conference on Awareness Science and Technology (iCAST 2015), Qinhuangdao, China, Sep. 2015.
  • T. H. A. S. Siriweera, Incheon Paik, B. T. G. S. Kumara, and K. R. C. Koswatte, “Intelligent Big Data Analysis Architecture based on Automatic Service Composition,” IEEE Services Visionary Track on Big Data, USA, June 27-July 2, 2015.
  • B. T. G. S. Kumara, Incheon Paik, Jia Zhang, T. H. A. S. Siriweera, K. R. C. Koswatte, “Ontology-Based Workflow Generation for Intelligent Big Data Analytics,” . IEEE International Conference on Web Services (ICWS2015), USA, June 27-July 2, 2015.
  • Wuhui Chen, B. T. G. S. Kumara, Incheon Paik and Zhenni Li, “A Topology-aware Optimal Data Allocation Algorithm for Big Data Infrastructure,” IEEE BigDataService 2015, USA, March 30 – April 2, 2015.
  • K. R.C. Koswatte, I. Paik, B. T. G. S. Kumara, T.H.A.S. Siriweera, “Meta-Ontology for Innovative Product Design with Semantic TRIZ,” IEEE 2015 International Conference on Electrical and information Technologies (ICEIT2015), Morocco, March 25-27, 2015.
  • B. T. G. S. Kumara, Incheon Paik, K. R. C. Koswatte and Wuhui Chen, "Ontology Learning with Complex Data Type for Web Service Clustering," IEEE Symposium on Computational Intelligence and Data Mining, USA, Dec 9-12, 2014.
  • B. T. G. S. Kumara, Incheon Paik, K. R. C. Koswatte and Wuhui Chen, "Recommendation for Web Services with Domain Specific Context Awareness," IEEE Symposium on Computational Intelligence and Data Mining, USA, Dec 9-12, 2014.
  • K.R.C. Koswatte, Incheon Paik and B. T. G. S. Kumara, "Meta-Framework for Semantic TRIZ," IEEE Symposium on Independent Computing, USA, Dec 9-12, 2014.
  • B. T. G. S. Kumara, Incheon Paik, Hiroki Ohashi, Wuhui Chen, K. R. C Koswatte, “Context Aware Post-Filtering for Web Service Clustering,” in Proc. IEEE International Conference on Service Computing(SCC), USA, June 27-July 2, 2014.
  • B. T. G. S. Kumara, Incheon Paik, Yuichi Yaguchi, Hiroki Ohashi, Wuhui Chen, “Context Aware Filtering and Visualization of Web Service Clusters,” in Proc. IEEE International Conference on Web Services (ICWS2014), USA, June 27-July 2, 2014.
  • B. T. G. S. Kumara, Incheon Paik, Yuichi Yaguchi, Hiroki Ohashi, “Web Service Filtering and Visualization with Context Aware Similarity to Bootstrap Clustering,” in Proc. 5th IEEE International Conference on Awareness Science and Technology (iCAST), Japan, Nov 2-4, 2013.
  • Hiroki Ohashi, Incheon Paik, B. T. G. S. Kumara, “Calculating Word Similarity for Context Aware Web Service Clustering,”  in Proc. 5th IEEE International Conference on Awareness Science and Technology (iCAST), Japan, Nov2-4, 2013.
  • B. T. G. S. Kumara, Incheon Paik , Wuhui Chen, “ Web Service Clustering with Hybrid of Ontology Learning and Information Retrieval Based Term Similarity,” in Proc. IEEE International Conference on Web Services(ICWS), USA, June 27-July 2, 2013.
  • B. T. G. S. Kumara , Incheon Paik , Yuichi Yaguchi, Wuhui Chen, “ Clustering and Spherical Visualization of Web Services,” in Proc. IEEE International Conference on Service Computing(SCC), USA, June 27-July 2, 2013.
  • W. Chen, I. Paik, T. Tanaka, B. T. G. S. Kumara, “Awareness of Social Influence for Service Recommendation,” in Proc. IEEE International Conference on Service Computing (SCC), USA, June 27-July 2, 2013.
  • Wuhui Chen, Incheon Paik, B. T. G. S Kumara, Takazumi Tanaka and Junbo Wang, “Awareness of Social Influence on Linked Social Service, IEEE International Conference on Cybernetics,”  Switzerland , june 12-15, 2013.
  • B. T. G. S. Kumara, Incheon Paik, G. Lee, “Ontology Learning Method for Web Services Clustering,”  in Proc  7th International Conference on Computer Sciences and Convergence Information Technology (ICCIT2012), Seoul ,South Korea, Dec 3-5,  2012.