教育背景

博士, 中国科学技术大学, 2010年9月-2015年11月

访问学者, 悉尼科技大学,2014年2月-2015年1月

工商管理学士(双学位), 中国科学技术大学, 2006-2010

工学学士, 中国科学技术大学, 2006-2010

导师

陈恩红 教授

操龙兵 教授

徐贯东 副教授

研究兴趣

情境数据挖掘,用户行为分析,关联规则

社交网络SNS,地理位置信息系统LBSN,推荐系统RecSys

教育数据挖掘EDM,学习分析LA

多模态数据分析,脑疾病早筛与检测

专著

《数据产品经理必修课:从零经验到令人惊艳》,电子工业出版社, 2018年4月, 京东亚马逊有售

社会活动

全球软件开发大会(Qcon)2018 上海站 Session出品人

全球软件开发大会(Qcon)2018 北京站 明星讲师

全球软件开发大会(Qcon)2017 北京站 讲师

行为经济社会计算国际会议工业委员会共同主席,杜克大学, 2016年11月

论文

  1. Yan Chen, Xin Li, et al, Understand and Assess People’s Procrastination by Mining Computer Usage Log, submitted to KSEM 2018
  2. 李琳, 刘锦行, 孟祥福, 苏畅, 李鑫, 钟珞, 融合评分矩阵与评论文本的商品推荐模型, 《计算机学报》, 2018Vol41(7), 1559-1573
  3. 孙曙辉, 刘邦奇, 李鑫, 基于智慧课堂的教育大数据分析实证研究, 《远程教育杂志》,2018
  4. 刘邦奇, 李鑫, 智慧课堂数据挖掘分析与应用实证研究, 《电化教育研究》,2018
  5. 孙曙辉,刘邦奇,李鑫, 面向智慧课堂的数据挖掘与学习分析框架及应用[J]. 中国电化教育, 2018(2):59-66.
  6. Pan Liao, Yuan Sun, Shiwei Ye, Xin Li, Guiping Su and Yi Sun, Predicting Learners' Multi-Question Performance Based on Neural Networks, The 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing ,(BESC2017)
  7. Yunfeng Chen, Lei Zhang, Xin Li, Yu Zong, Guiquan Liu, Enhong Chen, Incorporating User Preferences across Multiple Topics into Collaborative Filtering for Personalized Merchant Recommendation, The Asia Pacific Web and Web-Age Information Management Joint Conference on Web and Big Data(Apweb-WAIM 2017)
  8. Feiyang Xu, Baisuo Jin, Yihua Xu, Bangqi Liu, Xin Li, Yafei Wang, Does Learning Stickiness of Students on Network Educational Platform Affect Students’ Academic Performance?, he 6th International Conference of Educational Innovation through Technology ,(EITT 2017)
  9. Liangyi Tao, Yihua Xu, Xin Li, Qian Huang, Yafei Wang, Guoping Hu, Feiyang Xu, A Study on the Relationship among Students' Burden, Teaching Strategies and Academic Level Based on Structural Equation Model, The 6th International Conference of Educational Innovation through Technology ,(EITT 2017)
  10. Tao Zhang, Yihua Xu, Peng Qi, Xin Li, Guoping Hu, Feiyang Xu, Predicting the Performance Fluctuation of Students Based on the Learning Behavior Data via Support Vector Machine, The 6th International Conference of Educational Innovation through Technology ,(EITT 2017)
  11. 李鑫, 丁君美, 李琳, 刘贵全, 吴宗大, "LBSN上基于兴趣圈中社会关系挖掘的推荐算法" (《计算机研究与发展》2016已录用,扩展自CCF big Data 2015)
  12. Junmei Ding, Yan Chen, Xin Li, Guiquan Liu, Aili Shen, Xiangfu Meng, "Unsupervised Expert Finding in Social Network for Personalized Recommendation", (WAIM 2016)
  13. Hao Guo, Xin Li, Guandong Xu, Guiquan Liu and Qi Liu, "CoSoLoRec:Joint Factor Model with Content, Social, Location for Heterogeneous Point-of-Interest Recommendation", (KSEM 2016)
  14. Yan Chen, Xin Li, Lin Li, Guiquan Liu, Guandong Xu, "Modeling User Mobility via User Psychological and Geographical Behaviors towards Point of-Interest Recommendation", (DASFAA 2016)
  15. Xin Li, Guandong Xu, Enhong Chen, Lin Li, "Learning User Preferences across Multiple Aspects for Merchant Recommendation", The 15th IEEE International Conference on Data Mining, (ICDM 2015)
  16. 李鑫, 丁君美, 李琳, 刘贵全, "LBSN上基于兴趣圈和社会关系挖掘的推荐算法", CCF bigData 2015 (录用)
  17. Yifan Sun, Xin Li, Qi Liu, Lin Li and Enhong Chen, "Mining User's Location Intention from Mobile Search Log",The 8th International Conference on Knowledge Science, Engineering and Management (KSEM 2015), accepted
  18. Chu Guan, Qi Liu, Jingsong Lv, Enhong Chen, Hengshu Zhu, and Xin Li, "Consolidation: Metric+Active Learning and Its Applications For Cross-domain Recommendation", The 2015 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology,(WI 2015) accepted
  19. Xin Li, Guandong Xu, Enhong Chen, and Yu Zong. "Learning recency based comparative choice towards point-of-interest recommendation." Expert Systems with Applications 42, no. 9 (2015): 4274-4283.
  20. Xin Li, Guandong Xu, Enhong Chen, Lin Li, "MARS: A Multi-Aspect Recommender System for Point-of-Interest", The 31st IEEE International Conference on Data Engineering,(ICDE 2015), 1436-1439
  21. Ping Jin, Shichao Qu, Yu Zong, Xin Li (2014). CUDAP: A Novel Clustering Algorithm for Uncertain Data Based on Approximate Backbone. Journal of Software, 9(3), 732-737.
  22. Hanchao Wang, Yu Zong, Lei Zhang, Enhong Chen, Jun Chen, Qi Liu and Xin Li, "An Intelligent Search Platform for Business News", The 15th International Conference on Web-Age Information Management,(WAIM 2014), 744-755
  23. Xin Li, Lei Zhang, Ping Luo, Enhong Chen, Guandong Xu, Yu Zong and Chu Guan, "Mining User Tasks from Print Logs", The International Joint Conference on Neural Networks, (IJCNN 2014), 1250-1257
  24. Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu, "Mining Frequent Patterns in Print Logs with Semantically Alternative Labels", the 9th International Conference on Advanced Data Mining and Applications, (ADMA 2013), 107-119
  25. Xin Li, "Webpage Automatically Label Technique Based on Concept Model", the 4th Chinese Student Symposium on Machine Learning and Applications student poster show, (MLA 2009)

联系

电子邮件: xinli2@iflytek.com