[DaQuaMRec@RecSys2025] CfP Update: Submission Deadline Approaching & Potential Special Issue at ACM TORS

***Apologies for cross-posting ***

**DaQuaMRec: 1st International Workshop on Data Quality-Aware Multimodal =
Recommendation**=20=20
Held in conjunction with the 19th ACM Conference on Recommender Systems (=
RecSys 2025\)

Full details are available online: **https://sites.google.com/view/daquam=
rec2025/**

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)=20

**MOTIVATION & GOALS**

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.

**IMPORTANT DATES**

* **Paper submission deadline:** July 10, 2025=20=20
* **Author notification:** August 6, 2025=20=20
* **Camera-ready version deadline:** August 20, 2025=20=20
* **Workshop date:** TBA

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

**TOPICS OF INTEREST**

Topics of interest include, but are not limited to:

* Noisy Multi-Modal Data=20=20
* Incomplete Or Missing Multimodal Data=20=20
* Bias In Multimodal Data=20=20
* Preference Misalignment Across Modalities=20=20
* Fairness Issues In Multimodal Recommendation=20=20
* Assessing Multimodal Data Quality In Recommendation

**CONTRIBUTION FORMATS**

DaQuaMRec welcomes submissions that fall in the following three categorie=
s:

* Research Papers: (up to 8/4 pages) for novel contributions or early-sta=
ge ideas.=20=20
* Reproducibility and Resource Papers: (up to 8/4 pages) for tools, datas=
ets, or reproducibility studies.=20=20
* Position Papers (up to 2 pages) for visionary or critical contributions=
.=20=20
* (Page limits exclude references)

# **SUBMISSION & PUBLICATION**

Submissions are open\! Submit your paper at: [https://easychair.org/my/co=
nference?conf=3Drecsys2025workshops](https://easychair.org/my/conference?=
conf=3Drecsys2025workshops)

Submissions must be in English (PDF) using the CEUR-WS format.

All submissions will undergo a double-blind peer review. Accepted papers =
will be published in the CEUR Workshop Proceedings, provided one author r=
egisters and presents the work.

**ORGANIZING COMMITTEE**

* **Claudio Pomo** \- Politecnico di Bari, Italy=20=20
* **Dietmar Jannach** \- University of Klagenfurt, Austria=20=20
* **Yubin Kim** \- Vody, Inc., USA=20=20
* **Daniele Malitesta** \- Universit=C3=A9 Paris-Saclay, France=20=20
* **Alberto Carlo Maria Mancino** \- Politecnico di Bari, Italy=20=20
* **Julian McAuley** \- UC San Diego, USA=20=20
* **Alessandro B. Melchiorre** \- J. Kepler Universit=C3=A4t Linz, Austri=
a=20=20
* **Shah Nawaz** \- J. Kepler Universit=C3=A4t Linz, Austria

**CONTACT US**

For any questions or inquiries, feel free to contact us at: [**daquamrec@=
gmail.com**](mailto:[email protected])

**Potential Special Issue with ACM Transactions on Recommender Systems (T=
ORS)**

We are currently in close contact with the Editors-in-Chief of ACM Transa=
ctions on Recommender Systems (TORS) to propose a Special Issue on topics=
 similar to (and broader than) those discussed at DaQuaMRec. This represe=
nts a fantastic opportunity for authors of high-quality papers to submit =
extended versions of their work to a premier journal in our field. Stay t=
uned for more updates\! 

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