Combining Physical and Data-Driven Knowledge in Ubiquitous Computing
Ubicomp 2023 Workshop
Ubicomp 2023 Workshop
With the proliferation of connected devices with advanced sensing, computing, and communication capabilities, ubiquitous computing systems have become prevalent nowadays. They have the potential to revolutionize various industries by enabling new applications and services (e.g., patient monitoring, personalized recommendations, traffic control, home energy management). However, in real-world ubiquitous computing systems, data collection can be expensive or impossible. Due to the limited quantity and quality of data available, pure data-driven methods may not perform well. A promising approach to overcome these limitations is to utilize physical knowledge, including domain knowledge from experts, heuristics based on experience, and analytic models of physical phenomena.
The theme of this workshop is to advance the theoretical understanding, algorithmic development and system implementations of ubiquitous computing systems that integrate physical knowledge with data-driven methods. The workshop will provide an inclusive gathering for researchers and practitioners from various fields and facilitate future collaborations. The overall goal is to grow the community who are dedicated to improving ubiquitous computing systems by fusing physical knowledge into data-driven methods. The workshop welcomes research papers as well as position papers.
Authors must cite and relate their submissions to relevant prior publications of their own. If applicable, ethical approval for experiments with human subjects should be demonstrated as part of the submission.
Submission Deadline: June 15, 2023 (AoE)
Notification of acceptance: June 30, 2023
Deadline of camera-ready papers: July 31, 2023
Workshop: October 8, 2023
Submissions can be made at PCS.
Please submit short papers that are at most 5 single-spaced 8.5” x 11” pages, including figures and tables, but excluding references, two-column format, using 10-point type on 11-point (tight single-spaced) leading, with a maximum text block of 7” wide x 9” deep with an inter-column spacing of .25”. Submissions may include as many pages as needed for references.
ACM Template can be found here.
The CPD 2023 workshop is part of Ubicomp 2023, which will be held at Cancun.