© 2020

Advances in Knowledge Discovery and Data Mining

24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part I

  • Hady W. Lauw
  • Raymond Chi-Wing Wong
  • Alexandros Ntoulas
  • Ee-Peng Lim
  • See-Kiong Ng
  • Sinno Jialin Pan
Conference proceedings PAKDD 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12084)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 12084)

Table of contents

  1. Front Matter
    Pages i-xxxvii
  2. Recommender Systems

    1. Front Matter
      Pages 1-1
    2. Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen
      Pages 16-27
    3. M. Vijaikumar, Shirish Shevade, M. Narasimha Murty
      Pages 28-40
    4. Xianjing Wang, Flora D. Salim, Yongli Ren, Piotr Koniusz
      Pages 53-64
    5. Dimitris Paraschakis, Bengt J. Nilsson
      Pages 65-77
    6. Xiaodong Wang, Zhen Liu, Nana Wang, Wentao Fan
      Pages 104-117
    7. Zhifeng Xie, Wenling Zhang, Huiming Ding, Lizhuang Ma
      Pages 142-154
    8. Weiwen Liu, Feng Liu, Ruiming Tang, Ben Liao, Guangyong Chen, Pheng Ann Heng
      Pages 155-167
    9. Xiangmeng Wang, Qian Li, Wu Zhang, Guandong Xu, Shaowu Liu, Wenhao Zhu
      Pages 168-180
    10. Xin Zhou, Zhu Sun, Guibing Guo, Yuan Liu
      Pages 181-193
  3. Classification

    1. Front Matter
      Pages 195-195
    2. Hengzhu Tang, Yanan Cao, Zhenyu Zhang, Jiangxia Cao, Fang Fang, Shi Wang et al.
      Pages 197-209
    3. Tong Wu, Yiqiang Chen, Yang Gu, Jiwei Wang, Siyu Zhang, Zhanghu Zhechen
      Pages 210-221

Other volumes

  1. Advances in Knowledge Discovery and Data Mining
    24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part I
  2. 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part II
  3. PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers

About these proceedings


The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic.

The 135 full papers presented were carefully reviewed and selected from 628 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing.


artificial intelligence classification clustering algorithms computational linguistics computer networks computer systems computer vision data mining databases image analysis image processing image reconstruction image segmentation information retrieval machine learning Natural Language Processing (NLP) neural networks recommender systems signal processing social networks

Editors and affiliations

  1. 1.School of Information SystemsSingapore Management UniversitySingaporeSingapore
  2. 2.Department of Computer Science and EngineeringHong Kong University of Science and TechnologyHong KongHong Kong
  3. 3.Department of Informatics and TelecommunicationsNational and Kapodistrian University of AthensAthensGreece
  4. 4.School of Information SystemsSingapore Management UniversitySingaporeSingapore
  5. 5.Institute of Data ScienceNational University of SingaporeSingaporeSingapore
  6. 6.School of Computer Science and EngineeringNanyang Technological UniversitySingaporeSingapore

Bibliographic information

Industry Sectors
Chemical Manufacturing
IT & Software
Consumer Packaged Goods
Materials & Steel
Finance, Business & Banking
Energy, Utilities & Environment
Oil, Gas & Geosciences