Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation.

@inproceedings{pomo-2025-recommender, author = {Claudio Pomo and Matteo Attimonelli and Danilo Danese and Fedelucio Narducci and Tommaso Di Noia}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2377--2387}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761398}, doi = {https://doi.org/10.1145/3746252.3761398} }