[Infovis] [CfP] IUI Workshop on Visualization and Provenance Across Domains

[John Wenskovitch]

We are organizing a workshop at IUI focused on data and interaction
provenance, visualization, and intelligent systems and interfaces.  Please
see the details of the call below:


*Scope of Topics*

We aim to further the provenance endeavors in the IUI community by
targeting interface applications, user evaluations, and explanations of
provenance information. Examples of challenges in these areas include
training data provenance, the use of generative AI tools, and understanding
the user psychology surrounding interactions with provenance
visualizations. This also includes identifying emerging provenance research
opportunities, such as its role in supporting Machine Learning and
Explainable AI. Through this workshop, we aim to bridge connections with
diverse IUI communities, facilitating a deeper understanding of their
unique challenges and needs, and fostering discussions on innovative
solutions

While we are interested in any submissions at the intersection of
provenance and visualization, we are especially focused on:

- What are the opportunities for provenance in emerging research areas such
as machine learning reproducibility?
- What are the most pressing provenance-related challenges in the IUI
community? Are there any visualization-related solutions to them? For
example,
     - What visualization or user interface techniques may be used to
describe retrospective and prospective provenance data that are more
interactive, scalable, and user-friendly?
     - How can provenance visualizations (of the data collection, decision
processes, or current users interactions) support machine learning
explanations?
- What can we learn when contrasting the problems of these two communities?
Is there any interface design problem that can benefit from a data
provenance method?


*Important Dates*

January 16, 2024: Paper submission deadline
February 9, 2024: Paper author notification
March 1, 2024: Paper camera-ready version deadline
*All times are midnight Anywhere on Earth (AOE)*


*Submission*

We will accept research papers/extended abstracts or position papers. Your
submission should be commensurate with the level of contribution but is
required to be at least 2 pages (plus references). Papers must follow the
ACM IUI submissions guidelines (
https://iui.acm.org/2024/call_for_papers.html). Your submission should be
anonymized to facilitate a double-blind review between authors and the
conference organizers. Accepted authors will be invited to post their work
in an arXiv collection (which will not be considered archival).

For further details on submission, please see the workshop website:
https://visxprov.github.io/


*Organizers*

John Wenskovitch, PNNL
Kai Xu, University of Nottingham
Michelle Dowling, PNNL
Yilin Xia, University of Illinois Urbana-Champaign