Research topics, submission requirements, and review arrangements for AMI’27.
We welcome methodological, empirical, systems, dataset and position contributions that connect mobility data mining, recommendation, participant interaction and closed-loop learning.
A contribution does not need to implement an entire closed loop. Component-level work is welcome when it explains its implications for downstream decisions or interaction. Well-supported negative results and early-stage contributions are also encouraged.
Across these themes, we encourage attention to location privacy, equitable service access, robustness, user agency and responsible experimentation. Low-level vehicle control, autonomous-driving perception and infrastructure engineering are in scope only when clearly connected to platform-level mining, recommendation or interaction.
Methodological, empirical or systems research with a clear contribution.
Short, position, vision, system, dataset or demonstration papers.
References count toward the page limit. Use the ACM sigconf format. We plan to use double-blind review; please prepare an anonymized submission.
Position papers should present a substantive research question and a defensible argument. Systems and dataset papers should explain their scientific value, intended use and evaluation limitations.
The Microsoft CMT service was used for managing the peer-reviewing process for this conference. This service was provided for free by Microsoft and they bore all expenses, including costs for Azure cloud services as well as for software development and support.
We plan to obtain at least three reviews for each submission. Criteria include relevance, originality, technical or conceptual soundness, clarity, reproducibility where applicable, and potential to stimulate discussion.
We will require at least one author of each accepted paper to register and present in person. We plan to offer poster presentation opportunities to all accepted contributions, with selected papers also giving talks.
We plan to include eligible accepted papers in the WSDM Companion Proceedings, provided they are presented in person and meet the final conference requirements. We will confirm the final publication and presentation requirements in the official call.
Discuss relevant data-use constraints and potential privacy, safety or distributional impacts. Make assumptions about feedback and participant behavior explicit.
Contact the organizing team with questions about scope, submissions, or participation.