jia.zhang@sv.cmu.edu

 

 


Refereed Journal Papers/Book/Book Chapters|| Refereed Conference Papers||Invited Papers ||Talks

JOURNAL PAPERS

  1. H. Lin, Y. Fan, J. Zhang, B. Bai, "MSP-RNN: Multi-Step Piecewise Recurrent Neural Network for Predicting the Tendency of Services Invocation", IEEE Transactions on Services Computing, in press. (Impact Factor: 5.823)
  2. J. Zhang, Y. Fan, J. Zhang, B. Bai, "Learning to Build Accurate Service Representations and Visualization", IEEE Transactions on Services Computing, in press. (Impact Factor: 5.707)
  3. F. Bhuyan, S. Lu, R. Reynolds, J. Zhang, and I. Ahmed, "A Security Framework for Provenance Access Control Policies", IEEE Transactions on Services Computing (TSC), in press. (Impact Factor: 5.823)
  4. K. Huang, J. Zhang, W. Tan, and Z. Feng, "Shifting to Mobile: Network-based Empirical Study of Mobile Vulnerability Market", IEEE Transactions on Services Computing, 13(1), 2020, pp. 144-157. (Impact Factor: 5.823)
  5. B. Bai, Y. Fan, W. Tan, and J. Zhang, "DLTSR: A Deep Learning Framework for Recommendation of Long-tail Web Services", IEEE Transactions on Services Computing (TSC), 13(1), 2020, pp. 73-85. (Impact Factor: 5.823)
  6. K. Huang, J. Zhang, W. Tan, Z. Feng, and S. Chen, "Optimizing Semantic Annotations for Web Service Invocation", IEEE Transactions on Services Computing, 12(4), 2019, pp. 590-603. (Impact Factor: 5.707)
  7. K. Huang, J. Yao, and J. Zhang, "When Human Service Meets Crowdsourcing: Emerging in Human Service Collaboration", IEEE Transactions on Services Computing, 12(3), 2019, pp. 460-473. (Impact Factor: 5.707).
  8. Z. Gao, Y. Fan, C. Wu, W. Tan, J. Zhang, Y. Ni, B. Bai, and S. Chen, "SeCo-LDA: Mining Service Co-occurrence Topics for Composition Recommendation", IEEE Transactions on Services Computing, 12(3), 2019, pp. 446-459. (Impact Factor: 5.707).
  9. Y. Zhong, Y. Fan, W. Tan, and J. Zhang, "Service Recommendation with Reconstructed Service Profile from Mashup Descriptions", IEEE Transactions on Automation Science and Engineering (TASE), 15(2), 2018, pp. 468-478. (Impact Factor: 3.502)
  10. B. Bai, Y. Fan, W. Tan, J. Zhang, K. Huang, and J. Bi, "End-to-End Web Service Recommendation by Extending Collaborative Topic Regression", International Journal of Web Services Research (IJWSR), 15(1), 2018, pp. 89-112.
  11. S. Chen, Y. Fan, W. Tan, J. Zhang, B. Bai, and Z. Gao, "Service Recommendation based on Separated Time-aware Collaborative Passion Factorization", Journal of Web Engineering (JWE), 16(7&8), 2017, pp. 595-618.
  12. J. Bi, H. Yuan, W. Tan, M. Zhou, Y. Fan, J. Zhang, and J. Li, "Application-Aware Dynamic Fine-Grained Resource Provisioning in a Virtualized Cloud Data Center", IEEE Transactions on Automation Science and Engineering (TASE), 14(2), 2017, pp. 1172-1184.
  13. B. Xia, Y. Fan, W. Tan, K. Huang, J. Zhang, and C. Wu, "Category-Aware API Clustering and Distributed Recommendation for Automatic Mashup Creation", IEEE Transactions on Services Computing (TSC), 8(5), 2015, pp. 674-687. (Impact Factor: 3.049)
  14. Y. Zhong, Y. Fan, K. Huang, W. Tan, and J. Zhang, "Time-Aware Service Recommendation for Mashup Creation", IEEE Transactions on Services Computing (TSC), 8(3), 2015, pp. 356-368. (Impact Factor: 3.049)
  15. J. Yao, W. Tan, S. Nepal, S. Chen, J. Zhang, David D. Roure and Carole Goble, "ReputationNet: Reputation-based Service Recommendation for e-Science", IEEE Transactions on Services Computing (TSC), 8(3), 2015, pp. 439-452. (Impact Factor: 3.049)
  16. J. Zhang, C. Lee, S. Wang, V. Sriram, P. Votava, T.J. Lee, N. Saini, P. Rao, and R. Nemani, "A Trust-Powered Technique to Facilitate Scientific Tool Discovery and Recommendation", International Journal of Web Services Research (JWSR), 12(3), 2015, pp. 25-47.
  17. J. Zhang, C. Lee, P. Votava, T.J. Lee, R. Nemani, and I. Foster, "A Community-Oriented Workflow Reuse and Recommendation Technique", International Journal of Business Process Integration and Management (IJBPIM), 7(3), 2015, pp. 197-212.
  18. J. Zhang, D. Kuc, and S. Lu, "Confucius: A Tool Supporting Collaborative Scientific Workflow Composition", IEEE Transactions on Services Computing (TSC), 7(1), Jan.-Mar, 2014, pp. 2-17. (IMpact Factor: 3.049)[pdf]
  19. L.-J. Zhang and J. Zhang, "Service Oriented Solution Modeling and Variation Propagation Analysis based on Architectural Building Blocks", International Journal of Web Services Research (JWSR), 10(4), 2013.
  20. L.-J. Zhang and J. Zhang, "Technical Architecture of Enabling Body of Knowledge System for Effective Learning and Information Dissemination", International Journal of Web Services Research (JWSR), 10(2), 2013, pp. 41-62.[pdf]
  21. J. Zhang, J. Wang, P.C.K. Hung, Z. Li, J. Liu, and K. He, "Leveraging Incrementally Enriched Domain Knowledge to Enhance Service Categorization", International Journal of Web Services Research (JWSR), 9(3), 2012, pp. 43-66.
  22. J. Zhang, K. Akula, M. Karim, and R.K.R. Ariga, "A University-Oriented Web 2.0 Services Portal", Information System Frontiers (ISF), Springer, 13(2), 2011, pp. 251-264.[pdf]
  23. S. Lu and J. Zhang, "Collaborative Scientific Workflows Supporting Collaborative Science", International Journal of Business Process Integration and Management (IJBPIM), 5(2), 2011, pp. 185-199.[pdf]
  24. S.J.H. Yang, J. Zhang, S.T.C. Tsai, J.J.S. Huang, "Applying Semantic Segment Detection to Enhance Web Page Presentation on the Mobile Internet", Journal of Information Science and Engineering (JISE), 27(2), 2011, pp. 697-713.[pdf]
  25. J. Zhang, "A Mobile Agent-Based Tool Supporting Web Services Testing", Wireless Personal Communications (WPC), Springer, 56(1), Jan., 2011, pp. 147-172. [pdf]
  26. S.J.H. Yang, J. Zhang, A. Su, and J.J.P. Tsai, "A Collaborative Multimedia Annotation Tool for Enhancing Knowledge Sharing in CSCL", Interactive Learning Environment, 19(1), 2011, pp. 45-62.[pdf]
  27. W. Tan, J. Zhang, and I. Foster, "Network Analysis of Scientific Workflows: A Gateway to Reuse", IEEE Computer, Sep. 2010: pp. 54-61. [pdf]
  28. A.Y.S. Su, S.J.H. Yang, W.Y. Hwang, and J. Zhang, "A Web 2.0-Based Collaborative Annotation System for Enhancing Knowledge Sharing in Collaborative Learning Environments", Computer and Education, 2010.
  29. S.J.H. Yang, J. Zhang, S.T.C. Tsai, and J.J.S. Huang, "Applying Semantic Segment Detection to Enhance Web Page Presentation on the Mobile Internet", Journal of Information Science and Engineering (JISE), 27(2), 2010, pp. 697-713.
  30. R.C.S. Chen, S.J.H. Yang, and J. Zhang, "Enhancing the Precision of Content Analysis in Content Adaptation using Entropy-Based Fuzzy Reasoning", Expert Systems with Applications, 37(8), 2010, pp. 5706-5719.
  31. S.J.H. Yang, J. Zhang, J.J.S. Huang, and J.J.P. Tsai, "Using Description Logics for the Provision of Context-Driven Content Adaptation Services", International Journal of Systems and Service-Oriented Engineering (IJSSOE), 1(1), 2010, pp. 96-129.
  32. L.-J. Zhang and J. Zhang, "An Integrated Service Model Approach for Enabling SOA", IEEE IT Professional, Sep./Oct. 11(5), 2009, pp. 28-33.
  33. S.J.H. Yang, J. Zhang, J.J.P. Tsai, and A.F.M. Huang, "SOA-based Content Delivery Model for Mobile Internet Navigation", International Journal on Artificial Intelligence Tools (IJAIT), 18(2), 2009.
  34. S.J.H., Yang, J. Zhang, L. Lin, and J.J.P. Tsai, "Improving Peer-to-Peer Search Performance through Intelligent Social Search", Expert Systems with Application, 36(3), 2009, pp. 10312–10324.
  35. J.J.P. Tsai, J. Zhang, J.J.S. Huang, and S.J.H. Yang, "Supporting CSCW and CSCL with Intelligent Social Grouping Services", International Journal of Software Science and Computational Intelligence, 1(1), Jan.-Mar., 2009, pp. 51-63.
  36. S.J.H. Yang, J. Zhang, and A.F.M. Huang, "Applying Web Page Adaptation Technique to the Augmentation of Mobile Learning", Research and Practice in Technology Enhanced Learning, 3(3), 2008, pp. 253-273.
  37. S.J.H. Yang, J. Zhang, and I.Y.L. Chen, "A JESS Enabled Context Elicitation System for Providing Context-Aware Web Services", Expert Systems with Applications, 34, 2008, pp. 2254-2266.
  38. P.A. Laplante, J. Zhang, and J. Voas, "Distinguishing between Software Oriented Architecture and Software as a Service: What's in a Name?", IEEE IT Professional, May/Jun. 2008, 10(3), pp. 46-50.
  39. J. Zhang, C.K. Chang, P.C.K. Hung, and L.-J. Zhang, "Toward a Service-Oriented Development Through a Case Study", IEEE Transactions on Systems, Man, and Cybernetics, Part A, 37(6), 2007, pp. 955-969.
  40. S.J.H. Yang, J. Zhang, R.C.S. Chen, and N.W.Y. Shao, "A Unit of Information-Based Content Adaptation Method for Improving Web Content Accessibility in the Mobile Internet", Electronics and Telecommunications Research Institute (ETRI) Journal, 29(6), Dec. 2007, pp. 794-807.
  41. S.J.H. Yang,J. Zhang, and I.Y.L. Chen, "Ubiquitous Provision of Context-Aware Web Services", International Journal of Web Services Research (JWSR), 4(4), Oct.-Dec. 2007, pp. 83-103.
  42. S.J.H. Yang, J. Zhang, and B.C.W. Lan, "Service Level Agreement-Based QoS Analysis for Web Services Discovery and Composition", Internet and Enterprise Management (IJIEM), 5(1), 2007, pp. 39-58.
  43. J. Zhang and J.-Y. Chung, "An Open Framework Supporting Multimedia Web Services", Journal of Multimedia Tools and Applications, 30(2), August, 2006, pp. 149-164.
  44. J. Zhang, N. Zhang, and L.-J. Zhang, "Auction-Based Pricing Model for Web Service Providers", International Journal of Web Services Research (JWSR), 3(3), 2006, pp. 82-107.
  45. H. Li, P.C.K. Hung, J. Zhang, and D. Ahn, "Privacy Issues of Applying RFID in Retail Industry", International Journal of Cases of Electronic Commerce (IJCEC), 2(3), 2006, pp. 33-52.
  46. J. Zhang, "A Mobile Agents-based Approach to Test Reliability of Web Services", International Journal of Web and Grid Services, 2(1), 2006, pp. 92-117.
  47. C.K. Chang, J. Zhang, and K.H. Chang, "Survey of Computer Supported Business Collaboration in Support of Business Processes", International Journal of Business Process Integration and Management (IJBPIM), 1(2), 2006, pp. 76-100.
  48. J. Zhang, "Trustworthy Web Services: Actions for Now", IEEE IT Professional, Jan./Feb. 2005, pp. 32-36.
  49. J. Zhang, L.-J. Zhang, F. Quek, and J.-Y. Chung, "A Service-Oriented Multimedia Componentization Model", International Journal of Web Services Research, 2(1), Jan-Mar. 2005, pp. 54-76.
  50. J. Zhang and J.-Y. Chung, "Mockup-driven Fast-prototyping Methodology for Web Application Development", Software Practice & Experience Journal, 33(13), 2003, pp. 1251-1272.

    51. BOOKS

  51. G. Karypis and J. Zhang (Eds.), Proceedings of 2017 IEEE 6th International Congress on Big Data (BigData Congress), IEEE Computer Society Press, 2017.
  52. O. Altintas and J. Zhang (Eds.), Proceedings of 2017 IEEE 6th International Conference on Mobile Services (MS), IEEE Computer Society Press, 2015.
  53. B. Plale, M.R. Lyu, J. Zhang (Eds.), Proceedings of 2013 IEEE 20th International Conference on Web Services (ICWS), IEEE Computer Society Press, 2013.
  54. C.A. Goble, P.P. Chen, J. Zhang (Eds.), Proceedings of 2012 IEEE 19th International Conference on Web Services (ICWS), IEEE Computer Society Press, 2012, ISBN 978-1-4673-2131-0.
  55. I. Foster, L. Moser, and J. Zhang, (Ed.) Proceedings of 2011 IEEE International Conference on Web Services (ICWS), IEEE Computer Society Press, 2011.[Link]
  56. C. Pu, S. Singhal, and J. Zhang, (Ed.) Proceedings of 2010 IEEE International Conference on Web Services (ICWS), IEEE Computer Society Press, July, 2010.
  57. E. Damiani, R. Chang, and J. Zhang, (Ed.) Proceedings of IEEE International Conference on Web Services (ICWS 2009), IEEE Computer Society Press, 2009.
  58. J. Huai, M.-C. Shan, M.P. Singh, and J. Zhang, (Ed.) Proceedings of IEEE International Conference on Web Services (ICWS 2008), IEEE Computer Society Press, 2008.
  59. L.-J. Zhang, J. Zhang, and H. Cai, "Services Computing", ISBN: 978-3-540-38281-2, Springer & Tsinghua University Press, June, 2007.
  60. L.-J. Zhang, K.P. Birman, and J. Zhang, (Ed.) “Proceedings of IEEE International Conference on Web Services (ICWS 2007)”, IEEE Computer Society Press, 2007.

    61. BOOK CHAPTERS

  61. J. Wang, Z. Feng, J. Zhang, P.C.K. Hung, K. He, and L.-J. Zhang, "A Unified RGPS-Based Approach Supporting Service-Oriented Process Customization", accepted as a book chapter in Web Services Foundations, edited by Athman Bouguettaya and Schahram Dustdar, Springer Verlag, pp. 657-682.
  62. L.-J. Zhang and J. Zhang, "SOA Reference Architecture", book chapter of "Service-Oriented Architecture in Industries: Best Practices", IGI Global Inc., 2010.
  63. S.J.H. Yang, J. Zhang, and A.F.M. Huang, "Model, Properties, and Applications of Context-Aware Web Services", book chapter of "Machine Learning in Cyber Trust: Reliability, Security, Privacy", Springer, 2009.
  64. J. Zhang, N. Zhang, and L.-J. Zhang, "An SLA-Based Auction Pricing Method Supporting Web Services Provisioning", book chapter of "Web Services Research and Practices", IGI Global, Hershey, PA, USA, 2008.
  65. J. Zhang, L.-J. Zhang, F. Quek, and J.-Y. Chung, "A Service-Oriented Multimedia componentization Model", book chapter of "Modern Technologies in Web Services Research", IGI Global, Hershey, PA, USA, 2008.
  66. J. Zhang, C.K. Chang, and S.W. Kim, "A Petri Net-Based Specification Model towards Verifiable Services Computing", book chapter of "Enterprise Service Computing: From Concept to Deployment", Idea Group Inc., Hershey, PA, USA, 2007, pp. 285-321.
  67. J. Zhang and J.-Y. Chung, "A Case Study of E-Services Oriented Architecture Transition During Development", book chapter of "Management of E-Commerce and E-Government", Nova Science Publishers, Inc., New York, NY, USA, 2007, pp. 17-34.
  68. Z. Luo, J. Zhang, and R.M. Badia, "Service Grid for Business Computing", book chapter of "Grid Technologies: Emerging from Distributed Architectures to Virtual Organizations", WIT Press, Billerica, MA, USA, 2006.

    69. Editorial Preface

  69. J. Zhang, S.S. Yau, C. Pu, and O. Altintas, "Special Issue on Mobile & Cloud Computing Services", IEEE Transactions on Services Computing, 11(5), 2018, pp. 833-834.
  70. J.A. Miller, H. Zhu, and J. Zhang, "Advances in Web Services Research", IEEE Transactions on Services Computing, 10(1), 2017, pp. 5-8.
  71. W. He, S.S. Sarvestani, I. Yen, and J. Zhang, "Special Issue on Cyber-Physical Systems and Services", IEEE Transactions on Services Computing, 9(2), 2016, pp. 172-173.
  72. L.E. Moser, B.M. Thuraisingham, and J. Zhang, Services in the Cloud", IEEE Transactions on Services Computing, 8(2), 2015, pp. 172-174.
  73. I. Bojanova, J. Zhang, J.M. Voas, "Cloud Computing", IEEE IT Professional, 15(2), 2013, pp. 12-14.
  74. J. Fiaidhi, I. Bojanova, J. Zhang, L.-J. Zhang, "Enforcing Multitenancy for Cloud Computing Environments", IEEE IT Professional, 14(1), Jan./Feb. 2012, pp. 16-18.
  75. L.-J. Zhang, J. Zhang, L. Fiaidhi, and J.M. Chang, "Hot Topics in Cloud Computing", IT Professional, Sep./Oct., 2010, pp. 17-19.
  76. J. Voas and J. Zhang, "Cloud Computing: New Wine or Just A New Bottle?" IT Professional, Mar./Apr., 2009, pp. 15-17.
  77. J. Zhang and L.-J. Zhang, "A Framework to Ensure Trustworthy Web Services", International Journal of Web Services Research (JWSR), 2(3), Jul.-Sep. 2005, pp. 1-7.
  78. J. Zhang and L.-J. Zhang, "Web Services Quality Testing", International Journal of Web Services Research (JWSR), 2(2), Apr.-Jun. 2005, pp. 1-4.



Copyright © 2020 Jia Zhang