Multimedia Recommendation Systems

A Special Issue of the International Journal of Multimedia Information Retrieval

Edited by Yashar Deldjoo and Markus Schedl
 
Contact for inquiries: Yashar Deldjoo (deldjooy@acm.org)



Recommendation systems have become a crucial means to manage the ever increasing amount of multimedia content available today, and to help users discover interesting new items. While the recommender systems and the multimedia communities have researched great tools to address problems in their areas, the innovative combination of state-of-the-art recommender systems technology and multimedia content analysis to build content-based and hybrid recommendation systems for media or other items has not been subject of a wider discussion yet. With this Special Issue we aim to bridge this gap between communities and provide a venue for exciting new research on recommender systems that leverage multimedia content.

Call for Papers

We solicit original research that either use multimedia content (e.g., audio, visual, textual content) to recommend media items (e.g., movies, music, images) or non-media items (e.g., fashion products or e-commerce products). Also hybrid and context-aware recommendation approaches are welcome, as long they leverage at least one content modality, irrespective of its representation, e.g., including raw signal data as well as semantic descriptors extracted from knowledge bases or graphs. Purely CF-based methods are out-of-scope.

We encourage original submissions of excellent quality that are not submitted to or accepted by any other journal or conference. Substantially extended versions of conference or workshop papers (at least 30% novel content) are welcome as well. Papers should not exceed 14 pages in the Springer double-column format.

All submissions to this Special Issue will be peer-reviewed by at least three members of the Guest Advisory Board. The review process will be single-blind. After a first review cycle, we will select according to the reviewing results a small number of submissions which might be considered for acceptance. In a second review cycle the authors of the selected submissions will have the chance to modify their submissions according to the reviewers suggestions, before a final decision for acceptance or rejection will be made.

Topics of interest include the following:

Important Dates

Paper Submission Deadline: October 1, 2019
Notification After First Review Cycle: December 1, 2019
Paper Revisions Deadline:
January 15, 2020
Final Notification:
March 15, 2020
Submission of Camera Ready Paper:
April 15, 2020

Submission

Submissions will be managed by Springer Editorial Manager. Please create a user account if you have not already done so, login and follow the instructions to submit a new contribution.

Guest Editorial Board

Yashar Deldjoo
Politecnico di Bari, Italy
Markus Schedl Johannes Kepler University Linz, Austria