UMUAI - Special Issue on User Modeling for Personalized Interaction with Music
User Modeling and User-Adapted Interaction: The Journal of Personalization Research (UMUAI)
Submission deadline for extended abstracts: June 1, 2018
Submission deadline for full papers (for accepted abstracts):
31, 2018 August 15, 2018
Scope of the Special
Music search, retrieval, and recommendation systems have experienced a boom during the past few years due to streaming services providing access to huge catalogs anywhere and anytime. These streaming services collect the user behavior in terms of actions on music items, such as play, skip, playlist creation and modification. As a result, an abundance of user and usage data has been collected and is available to companies and academics, allowing for user profiling and to create personalized music search and recommendation systems. The importance and timeliness of research on such personalized music systems is evidenced by publications in venues including RecSys, UMAP, ISMIR, CHI, and IUI, as well as in journals including IEEE Transactions on Affective Computing and ACM Transactions on Intelligent Systems and Technology.
On the other hand, there are still plenty of unsolved challenges. In particular, scholars have identified as some of the most vital ones: user understanding and modeling, personalization of recommendation and retrieval systems, user adaptivity in interfaces, and context-awareness.
With this Special Issue, we intend to establish a high-impact forum for latest research on user modeling and personalization for finding, making, and interacting with music. We invite researchers from both academia and industry to submit their original excellent research on these topics.
The following represents a non-exhaustive list of topics. We solicit manuscripts covering all aspects of user modeling for adaptive and personalized music algorithms and applications, in particular for music search and recommendation. These include, but are not limited to the following general categories: models of music consumption, algorithms for personalization and recommendation, interfaces and interaction, and evaluation.
Example topics belonging to one or more of these categories include the following:
|Deadline for extended abstracts||June 1, 2018|
|Notification about extended abstracts||June 15, 2018|
|Deadline for full manuscript submission||July 31, 2018|
|Notification 1st cycle||October 8, 2018|
|Deadline for revised manuscripts||November 25, 2018|
|Notification 2nd and final cycle||January 13, 2019|
|Deadline for camera-ready manuscripts||March 3, 2019|
Paper Submission and
Authors must submit an extended abstract via EasyChair by the deadline indicated above. It must be at most 3 pages long, not counting references, and formatted according to the journal template. The guest editors of the special issue will then screen all submitted extended abstracts and will invite authors of submissions that pass this screening to submit a full manuscript to be submitted via the journal’s submission system.
Department of Computational Perception
Johannes Kepler University Linz, Austria
Faculty of Informatics
TU Wien, Austria
Faculty of Computer Science
Free University of Bozen-Bolzano, Italy