Dr. Aixin SUN

School of Computer Engineering, Nanyang Technological University, Singapore

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Publicatoin Listing

my research
  1. ACM author profile @ [ACM Portal]
  2. My papers @ [DBLP]
  3. My papers @ [Google Scholar]
  4. Selected publications listed blow

2009

  1. To Trust or Not to Trust? Predicting Online Trusts using Trust Antecedent Framework Viet-An Nguyen, Ee-Peng Lim, Aixin Sun, Jing Jiang, and Hwee Hoon Tan. In Proc. of IEEE International Conference on Data Mining (ICDM09). Miami, FL, Dec 2009. (Acceptance rate: 70+70 / 786 =17.8%).
  2. Blog Cascade Affinity: Analysis and Prediction. Hui Li, Sourav S. Bhowmick, and Aixin Sun. In Proc. of the 18th ACM Conference on Information and Knowledge Management (CIKM09). Hong Kong, China, Nov 2009. (Acceptance rate: 14.5%).
  3. What Makes Categories Difficult to Classify? A Study on Predicting Classification Performance for Categories. Aixin Sun, Ee-Peng Lim, and Ying Liu. In Proc. of the 18th ACM Conference on Information and Knowledge Management (CIKM09). Hong Kong, China, Nov 2009. (Acceptance rate: 20.2%). [PDF]  [Poster]
  4. On Strategies for Imbalanced Text Classification Using SVM: A Comparative Study. Aixin Sun, Ee-Peng Lim, and Ying Liu. Decision Support Systems (DSS), Elsevier, 49(1):191-201, Dec 2009. [PDF]
  5. Image Tag Clarity: In Search of Visual-Representative Tags for Social Images. Aixin Sun and Sourav S. Bhowmick. In Proc. of the 1st ACM SIGMM Workshop on Social Media (WSM09) in conj. with ACM MM, Beijing, China. Oct 2009. (Nominated for best paper award) [PDF]  [Slides]  [Dataset and Exp results]
  6. Quality-Aware Collaborative Question Answering: Methods and Evaluation. Maggy Anastasia Suryanto, Ee-Peng Lim, Aixin Sun and Roger Chiang. In Proc. of the 2nd ACM International Conference on Web Search and Data Mining (WSDM09), Barcelona, Spain. Feb 2009 (Acceptance rate: 17%). [Video]
  7. On Stability, Clarity, and Co-occurrence of Self-Tagging. Aixin Sun and Anwitaman Datta. In Proc. of the 2nd ACM International Conference on Web Search and Data Mining (WSDM09), Barcelona, Spain. Feb 2009.(Late-Breaking Results Track, Acceptance rate: 19%). [PDF] [Video].

2008

  1. On Visualizing Heterogeneous Semantic Networks from Multiple Data Sources. . Maureen , Aixin Sun, Ee-Peng Lim, Anwitaman Datta and Kuiyu Chang.. In Proc. of the 11th International Conference on Asian Digital Libraries, (ICADL08), Bali, Indonesia, December 2-5, 2008. [PDF]
  2. Event Detection with Common User Interests. Meishan Hu, Aixin Sun, and Ee-Peng Lim. In Proc. of the 10th ACM International Workshop on Web Information and Data Management (WIDM08), Napa Valley, California, USA. Oct, 2008.[PDF]
  3. Comments-Oriented Document Summarization: Understanding Documents with Readers’ Feedback. Meishan Hu, Aixin Sun, and Ee-Peng Lim. In Proc. of 31st Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR08). Pages 291 -- 298. Singapore. July 2008 (Acceptance rate: 17%). [PDF]   [Dataset]
  4. Searching Blogs and News: A Study on Popular Queries. Aixin Sun, Meishan Hu, and Ee-Peng Lim. In Proc. of 31st Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR08). Pages 729 -- 730. Singapore. July 2008 [PDF]
  5. On Ranking Controversies in Wikipedia: Models and Evaluation. Ba-Quy Vuong, Ee-Peng Lim, Aixin Sun, Minh-Tam Le, Hady W. Lauw and Kuiyu Chang. In Proc. of 1st ACM International Conference on Web Search and Data Mining (WSDM08). Pages 171-182. Stanford, California, USA, Feb. 2008. [PDF]

2007 and Before

  1. Comments-Oriented Blog Summarization by Sentence Extraction. Meishan Hu, Aixin Sun, Ee-Peng Lim. In Proc. of 16th ACM International Conference on Information and Knowledge Management (CIKM07). Pages 901-904. Lisboa, Portugal, Nov, 2007. [PDF]
  2. Measuring Article Quality in Wikipedia: Models and Evaluation. Meiqun Hu, Ee-Peng Lim, Aixin Sun, Hady W. Lauw, Ba-Quy Vuong. In Proc. of 16th ACM International Conference on Information and Knowledge Management (CIKM07). Pages 243 -- 252. Lisboa, Portugal, Nov, 2007. [PDF]
  3. Web Unit Based Mining of Homepage Relationships . Aixin Sun and Ee-Peng Lim. Journal of the American Society for Information Science and Technology (JASIST), 57(3):394-407. Feb. 2006. [Dataset: UnitSet] [PDF]
  4. Web Data Extraction Based on Structural Similarity. Zhao Li, Wee-Keong Ng and Aixin Sun. Knowledge and Information Systems: An International Journal (KAIS), 8(4):438-461, Nov 2005. Springer. [PDF]
  5. On Assigning Place Names to Geography Related Web Pages . Wenbo Zong, Dan Wu, Aixin Sun Ee-Peng Lim and Dion H. Goh. In Proc. of ACM/IEEE Joint Conference on Digital Libraries (JCDL05). pp. 354 - 362, Denver, Colorado, USA, June 2005. (Nominated for best paper award) [PDF]
  6. Blocking Reduction Strategies in Hierarchical Text Classification . Aixin Sun, Ee-Peng Lim, Wee-Keong Ng and Jaideep Srivastava. IEEE Transactions on Knowledge and Data Engineering (TKDE). 16 (10):1305 – 1308, Oct. 2004. [PDF]
  7. Performance Measurement Framework for Hierarchical Text Classification . Aixin Sun, Ee-Peng Lim and Wee-Keong Ng. Journal of the American Society for Information Science and Technology (JASIST), 54(11):1014 - 1028, Sep. 2003. [PDF]
  8. Hierarchical Text Classification Methods and Their Specification. Aixin Sun, Ee-Peng Lim and Wee-Keong Ng. In Cooperative Internet Computing, edited by Alvin T. S. Chan, Stephen C. F. Chan, H. V. Leong, and Vincent T. Y. Ng, Pages 236 -- 256. Kluwer Academic Publishers, Boston, Mar. 2003. [PDF]
  9. Web Unit Mining – Finding and Classifying Subgraphs of Web Pages . Aixin Sun and Ee-Peng Lim. In Proc. of 12th ACM International Conference on Information and Knowledge Management (CIKM03), pp. 108-115, New Orleans, LA, USA, Nov. 2003. [Dataset: UnitSet] [PDF]
  10. Using Support Vector Machine for Terrorism Information Extraction. Aixin Sun, Myo-Myo Naing, Ee-Peng Lim and Wai Lam. In Proc. of 1st NSF/NIJ Symposium on Intelligence and Security Informatics (ISI03), pp. 1-12, Tucson, Arizona, USA, Jun. 2003. [PDF]
  11. Web Classification Using Support Vector Machines . Aixin Sun, Ee-Peng Lim and Wee-Keong Ng. In Proc. of 4th ACM International Workshop on Web Information and Data Management (WIDM02) held in conj. with CIKM 2002, pp. 96-99, Virginia, USA, Nov. 2002. [PDF]
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