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活动简介

WSDM (pronounced "wisdom") is one of the premier conferences on web inspired research involving search and data mining. The 11th ACM International WSDM Conference will take place in Los Angeles, CA during Feb. 5-9, 2018.

WSDM is a highly selective, single track meeting that includes invited talks as well as refereed full papers.
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 novel models of search and data mining, algorithm design and analysis, economic implications, and in-depth experimental analysis of accuracy and performance.

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 also welcome.

征稿信息

重要日期

2017-08-04
摘要截稿日期
2017-08-12
初稿截稿日期
2017-10-23
初稿录用日期

征稿范围

Topics covered include but are not limited to:

Web Search

  • Adversarial search

  • Algorithms and systems for Web-scale search

  • Audio and touch interfaces to search

  • Distributed search, metasearch, peer-to-peer search

  • Indexing web content

  • Local search

  • Mobile search

  • Multimedia Web search

  • Query analysis and query processing

  • Retrieval and ranking

  • Search benchmarking and evaluation

  • Search user behavior and log analysis

  • Search user interfaces and interaction

  • Searching social and real-time content

  • Semantic search, faceted search, and knowledge graphs

  • Sponsored search

  • Task-driven search

  • Vertical portals and search

  • Voice search, conversational search, and dialog in search

  • Web crawling

  • Zero-query and implicit search

Web Mining

  • Algorithms and systems for Web-scale mining

  • Bridging unstructured and structured data

  • Clustering, classification, and summarization of Web data

  • Data, entity, event, and relationship extraction

  • Data integration and data cleaning

  • Discovery-driven Web and social network mining

  • Geo and location data analysis

  • Knowledge acquisition and automatic construction of knowledge bases

  • Large-scale graph analysis

  • Modeling trustworthiness and reliability of online information

  • Multimodal data mining

  • NLP for Web mining

  • Online and streaming algorithms

  • Opinion mining and sentiment analysis

  • Web traffic and log analysis

  • Web measurements, web evolution and web models

  • Web recommender systems and algorithms

  • Mobile Mining

Social Search, Mining and Applications

  • Collaborative search and question answering

  • Dynamics of social networks

  • Human computation and crowdsourcing

  • Influence spreading and viral marketing in social networks

  • Instant messaging and social networks

  • Link prediction and community detection

  • Location-based social networks

  • Mining crowd-generated data

  • Sampling, experiments, and evaluation in social networks

  • Searching social media and collaboratively generated content

  • Social media analysis: blogs and friendship networks

  • Social network analysis, theories, models, and applications

  • Social reputation, influence, and trust

  • Tags, users, and search

  • User activity modeling and exploitation

  • User profiling

Finally, this year we also encourage submissions in the following areas:

  • Machine learning and deep networks for web search and data mining

  • Personal assistants, dialogue models and conversational interaction

  • Web search and data mining under privacy constraints

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重要日期
  • 会议日期

    02月06日

    2018

    02月08日

    2018

  • 08月04日 2017

    摘要截稿日期

  • 08月12日 2017

    初稿截稿日期

  • 10月23日 2017

    初稿录用通知日期

  • 02月08日 2018

    注册截止日期

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