WSDM (pronounced “wisdom”) is one of the premier conferences on web-inspired research involving search and data mining. The 15th ACM International WSDM Conference will take place in Arizona, USA, between 2/21-2/25, 2022.

WSDM is a highly selective conference that includes refereed full papers as well as invited talks. WSDM publishes original, high-quality papers related to search and data mining on the Web and the Social Web, with an emphasis on practical yet principled approaches.

Original papers emphasizing novel algorithmic approaches are particularly encouraged. Application-oriented papers that make innovative technical contributions to research are welcome. Visionary papers on new and emerging topics are particularly encouraged.

Authors are explicitly discouraged from submitting papers that do not clearly present their contribution with respect to previous works, that contain only incremental results, and that do not provide significant advances over existing approaches.

Important Dates

Papers Due August  9, 2021
Notifications October 11, 2021
Camera-readyJanuary 10, 2022
ConferenceFebruary 21, 2022 – February 25, 2022

All deadlines are 11:59pm, anywhere in the world.

List of Topics

WSDM proceedings are published in the ACM Digital Library. We invite papers in the areas below, with example topics listed for each area.

Web Search

Algorithms for web-scale search; Adversarial search; Search user interfaces and interaction; Distributed search, metasearch, peer-to-peer search; Local and mobile search; Multimedia web search; Query analysis and query processing; Search benchmarking and evaluation; Search user behavior and log analysis.

Web Mining and Content Analysis

Crawling and indexing web content; Web recommender systems and algorithms; Clustering, classification, and summarization of web data; Data, entity, event, and relationship extraction; Knowledge acquisition and automatic construction of knowledge bases; Large-scale graph analysis; Semantic search, faceted search, and knowledge graphs; Multimodal data mining; Scalable algorithms for mining web data; Opinion mining and sentiment analysis; Web traffic and log analysis; Web measurements, web evolution, and web models.

Web of Things, Ubiquitous and Mobile Computing

Geo and location data analysis, mobility and behavior data mining; Location-based social networks; User activity modeling and exploitation.

Privacy, Fairness, Interpretability

Fairness and accountability in ranking, recommendation and advertising; Explainability in web systems; Model and algorithm transparency; Interpretable models of individual and social behavior; Web search and data mining under privacy constraints.

Social Networks

Link prediction and community detection; Social network analysis and graph algorithms; Computational social science; Influence and viral marketing in social networks; Social sensing; Searching social and real-time content; Social network dynamics; Sampling, experiments, and evaluation in social networks; Social media analysis: blogs and friendship networks; Social network analysis, theories, models and applications; Social reputation and trust.

Intelligent Assistants

Voice search, conversational search, and dialog systems; Personal assistants, dialogue models, and conversational interaction; Task-driven search; Zero-query and implicit search.

Crowdsourcing and Human Computation

Collaborative search and question answering; Human-in-the-Loop and Collaborative Human-AI systems.

Web-Based Health Applications

Public health techniques on the Web; Healthcare delivery on the Web; Personal health on the Web; Web-based mental health and well-being support.

Authors are explicitly discouraged from submitting papers that do not clearly present their contribution with respect to previous works, that contain only incremental results, and that do not provide significant advances over existing approaches.

Submission Guidelines

Originality of Submissions

Submissions must represent new and original work. Concurrent submissions are not allowed. Papers that have been published in or accepted to any peer-reviewed journal or conference or workshop with published proceedings, or that are currently under review, or that will be submitted to other meetings or publications while under review, may not be submitted to WSDM 2022. However, submissions that are available online (e.g., on a preprint server such as Arxiv) and/or have been previously presented orally or as posters in non peer-reviewed venues with no formal proceedings, are allowed. Additionally, the ACM has a strict policy against plagiarism and self-plagiarism. All prior work must be appropriately cited.

Format of Submissions

Papers must be submitted in PDF according to the new ACM format published in ACM guidelines, selecting the generic “sigconf” sample. Submissions should not exceed eight pages including any diagrams or appendices, plus up to one additional page of references. The PDF files must have all non-standard fonts embedded. Submissions must be self-contained and in English. After uploading your submission, please verify the copy stored on the Easychair site. Submissions that do not follow these guidelines, or do not view or print properly, may be rejected without review.

PDF files submitted to WSDM 2022 must be double-blind: the submitted document should not include the author information and should not include citations or discussion of related work that would make the authorship apparent. Explicitly revealing the paper authorship will result in rejection without review. Note, however, that it is acceptable to explicitly refer in the paper to companies or organizations that provided datasets, hosted experiments, or deployed solutions. To this end, instead of stating, for instance, that an experiment “was conducted on the logs of a major search engine”, the authors should refer to the search engine by name. The reviewers will be informed that it does not necessarily imply that the authors are currently affiliated with the mentioned organization. To support the identification of reviewers with conflicts of interest, the full author list must be specified at submission time. To support the rapid dissemination of scientific results, we allow submissions that had earlier versions or code posted on preprint servers such as Arxiv.org or GitHub (with the understanding that these materials cannot be considered double-blind). In such cases, authors should exercise extra care and should not explicitly associate their submission with such publicly posted materials.

Authorship

We believe that the listed authors should have significant involvement with each paper bearing their name. If one submits numerous papers to the same conference, it is less likely that one has materially contributed to all such submissions. To this end, we limit the number of submissions per author to 10 maximum. If more than 10 papers are submitted with the same person listed as an author, the additional papers submitted after the initial 10, will be rejected without review.

Only in exceptional cases will the PC Chairs grant permission for modifications to be made to the author list of a paper once it has been submitted and accepted.

Review Process

Each paper will be reviewed by at least three PC members and a senior PC member. The acceptance decisions will take into account paper novelty, technical depth, elegance, practical or theoretical impact, and presentation. WSDM 2022 will use a combination of single-blind reviewing and double-blind reviewing. The papers will be double-blind to regular PC members, but the metadata (including authorship) of the papers will be available to SPC to check for undisclosed conflicts of interest and to help assure the integrity of the review process.

Reproducibility

The algorithms, resources and methods used within a paper should be described as completely as possible. Authors may reference supplementary material, including detailed descriptions, test datasets or code, but should only do so if strict author anonymity can be maintained. The additional content may or may not be considered when evaluating the paper, at the discretion of the reviewers. Wherever appropriate, the authors are encouraged to use publicly available test collections and state-of-the-art baselines, and are encouraged to share the experimental results, data, and code with the research community.

Conflict of Interest (COI) Policy

All authors and reviewers must declare conflicts of interest in Easychair.

You must declare a reviewer/author as a conflict of interest when the following associations exist:

  • employment at the same institution or company, regardless of geography/location, currently or in the last 12 months
  • candidate for employment at the same institution or company
  • received an honorarium, stipend, or grant from the institution or company within the last 12 months (except where of a modest nature, such as reimbursement of seminar expenses, honorarium for examination of a thesis, and so on).
  • co-author on book or paper in the last 24 months
  • co-principal investigator on a funded grant or research proposal in the last 24 months
  • actively working on any project together
  • family relationship or close personal relationship
  • graduate advisee/advisor relationship, regardless of time elapsed since graduation
  • deep personal animosity

In general, we expect authors, PC, the organizing committee, and other volunteers to adhere to ACM’s Conflict of Interest Policy as well as the ACM’s Code of Ethics and Professional Conduct.

Violations of Originality, Dual Submission or Conflicts of Interest

Submitted papers that do not meet the length, formatting or originality requirements, or are dually submitted to two venues (including papers with significant overlap), are subject to desk rejection without review. At the discretion of the PC Chairs and the Steering Committee, egregious violations (including plagiarism) may lead to additional penalties such as a temporary or permanent ban from the venue and sponsoring SIGs venues. Likewise, failure of an author to disclose all COIs, or cases of a referee providing a review on a paper for which they have an undisclosed COI, may lead to similar penalties. You are encouraged to contact the PC Chairs if you have questions as to the originality conditions, dual submission, or conflict of interest policy.

PC Co-chairs of WSDM 2022

General Chairs of WSDM 2022