Reimagining RecSys Research and Practice

More workshops at ACM Conference on Recommender Systems 2026

• Interdisciplinarity of Recommender Systems — Beyond Algorithms brings disciplines that study recommendation from outside computer science into the room: psychology,...
• Context-Aware Recommender Systems — CARS is the long-running venue for context-aware recommendation, where the right suggestion depends not only...
• Causality and Sequential Decision-Making for RecSys — The fifth CONSEQUENCES workshop treats recommendation as sequential decision-making under uncertainty rather than prediction. Topics...
• Data Quality-Aware Multimodal Recommendation — The second edition of DaQuaMRec focuses on data quality in multimodal recommendation, where models draw...
• Rethinking Research Assessment in RecSys — FRAME puts research methodology itself on the agenda, arguing that the field's measured progress depends...
• Agentic and Generative AI for E-Commerce — The third edition of GenAI-eCom covers generative and agentic AI in online retail, an area...
• Interfaces and Human Decision Making for RecSys — Now in its thirteenth edition, IntRS covers the half of recommendation that happens on screen:...
• Music Recommender Systems — The fourth Music Recommender Systems workshop covers what makes music awkward: catalogues of millions of...
• Online Adaptive Recommender Systems — OARS looks at recommenders that keep learning after deployment, rather than being retrained on a...
• RecSys for Sustainability and Social Good — The third RecSoGood workshop asks what recommenders should optimise for when the objective is not...
• Recommender Systems for Human Resources — The sixth RecSys in HR workshop covers recommendation in hiring and the labour market: matching...
• Temporal Reasoning in Recommendation — RecTemp is about time as a first-class signal rather than an index into a log....
• Recommenders in Tourism — RecTour reaches its tenth edition covering recommendation for travel and hospitality, a domain that breaks...
• Unified Search and Recommendation — USRW covers the convergence of search and recommendation, two fields that historically evolved separate models,...