The 2nd International Workshop on User Understanding from Big Data Workshop (DMU2 2024)

This accepted workshop is to gain insights on how big data methodologies can be enhancing user understanding in the world of technology. The accepted papers will be presented in the workshop and be included in the workshop proceeding of IEEE ICDM 2024.

Call for Papers

Data mining has become a critical tool for understanding human behaviors and improving user experiences in the digital age. The availability of massive amounts of user-level data from different sources has enabled technology companies to leverage quantitative techniques such as statistical sampling, data visualization, funnel analysis, user journey analysis, and experimental design to gain insights into user mental models and provide frameworks for user understanding. Large-scale data has also been crucial in customizing approaches for gaining user traction, improving user experience and monetization for different user groups. The potential applications of data mining in this space are tremendous, including recommendation, marketing, online experiments, and more.

This workshop aims to provide a platform for researchers to exchange ideas on how to use data-driven technologies for better user understanding through data analytics & modeling, experimental design, and user research. Moreover, the workshop will emphasize algorithmic approaches in the context of learning, optimization, decision making, fairness, and data privacy, which raise fundamental challenges for existing techniques. Finally, the workshop welcomes papers that describe the public release of privacy-preserving datasets that the community can use to solve fundamental technical problems of interest in user understanding.

Topics

The topics for the workshop including but not limited to:

Paper Submission

Please submit a full-length paper (up to 10 page IEEE 2-column format) through the online submission system.

Please refer to the ICDM regular submission requirment for more information at https://www.cloud-conf.net/icdm2023/call-for-papers.html

The link of paper submission

Important dates

Program Chairs

Program Committee Members

Contact Information