• Cohesive Subgraph Search in Large Graphs

    主講人👩‍🚒:祝園園

     

    主講人簡介🧑🏼‍🌾:祝園園,女🙇🏽‍♂️,副教授🤹‍♂️,博士生導師,武漢大學計算機沐鸣副教授。現為中國計算機學會數據庫專委會執行委員🧘🏼‍♀️,ACM SIGMOD China專委會委員🧑‍🧒‍🧒。主要研究方向為圖數據管理與分析,圖機器學習,大數據計算與分析等,目前已國內外學術期刊和會議上發表論文30余篇,包括The VLDB Journal🥷🏻、TKDE VLDB❣️🚣、ICDE☔️、CIKMEDBT👨🏼‍💻、DASFAABIBM等等。主持多項國家及省部級科研項目🙆🏻‍♀️,包括國家自然科學基金面上項目兩項和青年項目1項、湖北省自然科學基金基面上2項和青年項目1項🏃🏻‍♂️‍➡️、蘇州市科技發展計劃項目等🔝⛴。擔任國內外頂級期刊和學術會議IEEE Transactions on Knowledge and Data EngineeringWorld Wide Web JournalInternational Journal of Cooperative Information SystemData Science and Engineering🦄、軟件學報、計算機學報等審稿人⛪️。擔任 ICDM International Workshop on Graph Analytics 2018以及ACM SIGMOD China Forum 2018的程序委員會主席。擔任VLDB👎🏻、ICDE🫶、KDDAAAIIJCAISIGIR🫲、CIKMWSDM🤸🏽‍♀️、 DSAFAAPAKDD30多個著名國際會議的程序委員會委員🦿。

     

    報告摘要:Graph is a powerful tool for modeling structural relationships between data objects in many application domains. In many real-world applications, finding cohesive subgraphs is an essential way to understand real-world graph data. In this talk, first, I will introduce recent cohesive graph models including k-core and k-truss, and the state-of-the-art methods. Then, I will share our recent progress on cohesive subgraph search, including finer grained community search, location based on community search, and keyword based community search.

     

    時間:2022.11.25🫦,上午10:00

    地點:騰訊會議:145-538-018

     

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