[Deadline Extension] CfP - DaQuaMRec 2025 Workshop @ RecSys

Claudio Pomo <claudio.pomo-ZrEezxGRMK/[email protected]> Fri, 11 Jul 2025 07:52:17 +0100
Newsgroups gmane.comp.information-retrieval.bcs-irsg
Message-ID <[email protected]>
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**[Deadline Extension] CALL FOR PAPERS - DaQuaMRec 2025 Workshop**
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**DaQuaMRec: 1st International Workshop on Data Quality-Aware Multimodal =
Recommendation**
Held in conjunction with the 19th ACM Conference on Recommender Systems (=
RecSys 2025)

**We have decided to extend the paper submission deadline by one week.** =
We hope this extra time will allow everyone to prepare and submit their h=
igh-quality contributions.

**Workshop website:** https://sites.google.com/view/daquamrec2025=20=20
Follow us on social media: [=F0=9D=95=8F](https://x.com/DaQuaMRec) and [=F0=
=9F=A6=8B](https://bsky.app/profile/daquamrecws.bsky.social)

=3D=3D=3D **Important Dates (UPDATED)** =3D=3D=3D
*   **Paper submission deadline:** July 17, 2025 **(EXTENDED)**
*   **Author notification:** August 6, 2025
*   **Camera-ready version deadline:** August 20, 2025
*   **Workshop date:** TBA

*(All deadlines are 11:59 PM AoE)*

=3D=3D=3D **MOTIVATION & GOALS** =3D=3D=3D
Multimodal recommender systems transform how we experience digital servic=
es, powering smarter suggestions in fashion, music, food, and beyond. DaQ=
uaMRec brings the foundational concern of data quality to the forefront, =
offering a dedicated space to explore these pressing issues and catalyze =
new research on understanding, evaluating, and improving data quality in =
multimodal recommendation.

=3D=3D=3D **TOPICS OF INTEREST** =3D=3D=3D
Topics of interest include, but are not limited to:

*   Noisy Multi-Modal Data
*   Incomplete Or Missing Multimodal Data
*   Bias In Multimodal Data
*   Preference Misalignment Across Modalities
*   Fairness Issues In Multimodal Recommendation
*   Assessing Multimodal Data Quality In Recommendation

=3D=3D=3D **CALL FOR CONTRIBUTIONS** =3D=3D=3D
DaQuaMRec welcomes submissions that fall in the following three categorie=
s:

*   **Research Papers:** (up to 8/4 pages) for novel contributions or ear=
ly-stage ideas.
*   **Reproducibility and Resource Papers:** (up to 8/4 pages) for tools,=
 datasets, or reproducibility studies.
*   **Position Papers:** (up to 2 pages) for visionary or critical contri=
butions.
*(Page limits exclude references)*

In addition to state-of-the-art research, we strongly encourage submissio=
ns that include works in progress and preliminary findings.

=3D=3D=3D **SUBMISSION & PUBLICATION** =3D=3D=3D
Please submit your work in PDF format via the official submission system:=

**[https://easychair.org/my/conference?conf=3Drecsys2025workshops](https:=
//easychair.org/my/conference?conf=3Drecsys2025workshops)**

Submissions must be in English using the CEUR-WS format. All submissions =
will undergo a double-blind peer review. Accepted papers will be publishe=
d in the CEUR Workshop Proceedings, provided one author registers and pre=
sents the work at the workshop.

=3D=3D=3D **POTENTIAL SPECIAL ISSUE WITH ACM TORS** =3D=3D=3D
We are in close contact with the Editors-in-Chief of **ACM Transactions o=
n Recommender Systems (TORS)** to propose a Special Issue on topics simil=
ar to (and broader than) those discussed at DaQuaMRec. This represents a =
fantastic opportunity for authors of high-quality papers to submit extend=
ed versions of their work to a premier journal in our field. Stay tuned f=
or more updates!

=3D=3D=3D **ORGANIZING COMMITTEE** =3D=3D=3D
*   **Claudio Pomo** - Politecnico di Bari, Italy
*   **Dietmar Jannach** - University of Klagenfurt, Austria
*   **Yubin Kim** - Vody, Inc., USA
*   **Daniele Malitesta** - Universit=C3=A9 Paris-Saclay, France
*   **Alberto Carlo Maria Mancino** - Politecnico di Bari, Italy
*   **Julian McAuley** - UC San Diego, USA
*   **Alessandro B. Melchiorre** - J. Kepler Universit=C3=A4t Linz, Austr=
ia
*   **Shah Nawaz** - J. Kepler Universit=C3=A4t Linz, Austria

=3D=3D=3D **CONTACT US** =3D=3D=3D
For any questions or inquiries, feel free to contact us at: **daquamrec@g=
mail.com**

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