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Computer Science

D-Index
69
Citations
23604
World Ranking
1946
National Ranking
35

Overview

Ee-Peng Lim is affiliated with Singapore Management University in Singapore. Their research primarily focuses on computer science, with significant contributions in artificial intelligence, information systems, computer vision and pattern recognition, statistical and nonlinear physics, and management science and operations research.

The scientist's work spans various topics including:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Complex Network Analysis Techniques
  • Recommender Systems and Techniques
  • Advanced Graph Neural Networks
  • Multimodal Machine Learning Applications
  • Opinion Dynamics and Social Influence

Recent papers authored under Ee-Peng Lim's research include:

  • "Characterizing Silent Users in Social Media Communities," 2021, Proceedings of the International AAAI Conference on Web and Social Media
  • "Explanation Guided Contrastive Learning for Sequential Recommendation," 2022, Proceedings of the 31st ACM International Conference on Information & Knowledge Management
  • "Virality and Susceptibility in Information Diffusions," 2021, Proceedings of the International AAAI Conference on Web and Social Media
  • "Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes With Semantic Consistency and Attention Mechanism," 2021, IEEE Transactions on Multimedia
  • "Understanding Continuance Intention toward Crowdsourcing Games: A Longitudinal Investigation," 2020, International Journal of Human-Computer Interaction

Ee-Peng Lim's frequent co-authors include:

  • Palakorn Achananuparp (11 joint publications)
  • Pei-Chi Lo (9 joint publications)
  • Lei Wang (8 joint publications)
  • Gary Ang (8 joint publications)
  • Roy Ka-Wei Lee (6 joint publications)

The scientist has published predominantly in venues such as:

  • arXiv (Cornell University) with 35 publications
  • Proceedings of the International AAAI Conference on Web and Social Media with 6 publications
  • IEEE Transactions on Multimedia with 3 publications
  • Proceedings of the AAAI Conference on Artificial Intelligence with 2 publications
  • ACM Transactions on Management Information Systems with 2 publications

In addition to journal and conference work, Ee-Peng Lim has contributed to book publications published by Springer Science+Business Media, including multiple editions of "Advances in Knowledge Discovery and Data Mining" and "Database Systems for Advanced Applications" published between 2020 and 2022.

Best Publications

  • TwitterRank: finding topic-sensitive influential twitterers

    Jianshu Weng;Ee-Peng Lim;Jing Jiang;Qi He

  • Comparing twitter and traditional media using topic models

    Wayne Xin Zhao;Jing Jiang;Jianshu Weng;Jing He

  • Detecting product review spammers using rating behaviors

    Ee-Peng Lim;Viet-An Nguyen;Nitin Jindal;Bing Liu

  • Mobile Commerce: Promises, Challenges and Research Agenda

    Keng Siau;Ee-Peng Lim;Zixing Shen

  • Hierarchical text classification and evaluation

    Aixin Sun;Ee-Peng Lim

  • Finding unusual review patterns using unexpected rules

    Nitin Jindal;Bing Liu;Ee-Peng Lim

  • Research Issues in Web Data Mining

    Sanjay Kumar Madria;Sourav S. Bhowmick;Wee Keong Ng;Ee-Peng Lim

  • Proceedings of the 2017 ACM on Conference on Information and Knowledge Management

    Ee-Peng Lim;Marianne Winslett;Mark Sanderson;Ada Fu

  • Measuring article quality in wikipedia: models and evaluation

    Meiqun Hu;Ee-Peng Lim;Aixin Sun;Hady Wirawan Lauw

  • Finding Bursty Topics from Microblogs

    Qiming Diao;Jing Jiang;Feida Zhu;Ee-Peng Lim

  • Topical Keyphrase Extraction from Twitter

    Xin Zhao;Jing Jiang;Jing He;Yang Song

  • Web classification using support vector machine

    Aixin Sun;Ee-Peng Lim;Wee-Keong Ng

  • TopicSketch: Real-Time Bursty Topic Detection from Twitter

    Wei Xie;Feida Zhu;Jing Jiang;Ee-Peng Lim

  • On strategies for imbalanced text classification using SVM: A comparative study

    Aixin Sun;Ee-Peng Lim;Ying Liu

  • Analyzing feature trajectories for event detection

    Qi He;Kuiyu Chang;Ee-Peng Lim

  • TopicSketch: Real-Time Bursty Topic Detection from Twitter

    Wei Xie;Feida Zhu;Jing Jiang;Ee-Peng Lim

  • Entity identification in database integration

    Ee-Peng Lim;Jaideep Srivastava;Satya Prabhakar;James Richardson

  • Dynamic Web Service Selection for Reliable Web Service Composition

    San-Yih Hwang;Ee-Peng Lim;Chien-Hsiang Lee;Cheng-Hung Chen

  • Business Intelligence and Analytics: Research Directions

    Ee-Peng Lim;Hsinchun Chen;Guoqing Chen

  • Predicting trusts among users of online communities: an epinions case study

    Haifeng Liu;Ee-Peng Lim;Hady W. Lauw;Minh-Tam Le

  • Extracting link chains of relationship instances from a Web site

    Myo-Myo Naing;Ee-Peng Lim;Roger H. L. Chiang

Frequent Co-Authors

Wee Keong Ng
Wee Keong Ng Nanyang Technological University
Aixin Sun
Aixin Sun Nanyang Technological University
Dion Hoe-Lian Goh
Dion Hoe-Lian Goh Nanyang Technological University
Feida Zhu
Feida Zhu Singapore Management University
Yin-Leng Theng
Yin-Leng Theng Nanyang Technological University
David Lo
David Lo Singapore Management University
Jaideep Srivastava
Jaideep Srivastava University of Minnesota
Jing Jiang
Jing Jiang Singapore Management University
Sourav S. Bhowmick
Sourav S. Bhowmick Nanyang Technological University
Ke Wang
Ke Wang Simon Fraser University

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