posted by organizer: wwtpcsuper || 2039 views || tracked by 3 users: [display]

U2BigData 2021 : The 2nd User Understanding from Big Data Workshop - in conjunction with IEEE Big Data 2021

FacebookTwitterLinkedInGoogle

Link: https://u2bigdata.github.io/
 
When Dec 10, 2021 - Dec 13, 2021
Where Virtually
Submission Deadline Oct 15, 2021
Notification Due Nov 1, 2021
Final Version Due Nov 15, 2021
Categories    data science   machine learning   user research   big data
 

Call For Papers

The availability of massive amounts of data has driven significant progress in the field of AI, in particular, data driven methods to understand human behavior has been an emerging topic in social science and human studies. Most internet companies need to leverage user level data from different sources to understand how users interact with their products in various scenarios and contexts. Quantitative techniques would increase generalizability of research conclusions regarding user mental models to provide frameworks for user understanding. On the other hand, large scale data can be critical to customize approaches in gaining user traction, improve user experience and monetization for different user groups. We’ve seen tremendous applications in this space, including but not limited to recommendation, marketing, online experiments, to name just a few. Fundamental understanding also requires methods such as statistical sampling, data visualization, funnel analysis, experimental design, causal inference etc.

This workshop aims to provide a platform for researchers from related fields to exchange ideas on how to use data-driven technologies for better user understanding through data analytics & modeling, experimental design and user research. The workshop will focus on both theoretical and practical challenges. Furthermore, it will place particular emphasis on algorithmic approaches in the context of learning, optimization, decision making, fairness and data privacy that raise fundamental challenges for existing techniques.

Perspective and vision papers are also welcome. 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.

Related Resources

ICoSR 2025   2025 4th International Conference on Service Robotics
SPIE-Ei/Scopus-DMNLP 2025   2025 2nd International Conference on Data Mining and Natural Language Processing (DMNLP 2025)-EI Compendex&Scopus
IEEE BDAI 2025   IEEE--2025 the 8th International Conference on Big Data and Artificial Intelligence (BDAI 2025)
BDE 2025   2025 7th International Conference on Big Data Engineering (BDE 2025)
AIBD 2025   6th International Conference on Artificial Intelligence and Big Data
BDAI 2025   IEEE--2025 the 8th International Conference on Big Data and Artificial Intelligence (BDAI 2025)
BIBC 2024   5th International Conference on Big Data, IOT and Blockchain
IEEE AMCAI 2025   IEEE Afro-Mediterranean Conference on Artificial Intelligence
iDSC 2025   Interdisciplinary Data Science Conference 2025