2006年，浙江大学，软件工程专业学士学位；

2009年，浙江大学，计算机科学与技术专业，工学硕士学位；

2013年，中国科学院计算技术研究所，计算机软件与理论专业，工学博士学位。

研究方向：深度学习、机器学习、推荐系统、自然语言处理、数据挖掘、数据集成、服务计算等

以第一作者国内外学术刊物和国际会议上发表SCI/CSSCI/EI收录论文三十余篇。

入选“青岛西海岸新区第一批区外引进高层次紧缺人才”计划，入选“必威betway西汉姆联网站菁英计划人才”。

作为主持人承担教育部人文社科研究青年基金、教育部博士点基金新教师类联合基金项目、山东省统计科研重点课题、青岛市博士后研究人员应用研究项目、青岛市哲学社会科学规划项目和必威betway西汉姆联网站人才引进科研启动基金各1项，作为骨干成员先后参与并完成国家自然科学基金、山东省自然科学基金、山东省高等学校科技计划项目、必威betway西汉姆联网站科研创新团队支持计划等与研究方向密切相关的课题和项目。

主讲“面向对象程序设计”“Web系统与开发”“网络程序设计”“软件开发与生成实习”等课程，教学严谨细致，连续多年获得“员工心目中的好老师”、“必威betway西汉姆联网站优秀教师”荣誉称号，荣获山东省青年教师教学竞赛三等奖。

指导员工参加“全国软件设计大赛”、“蓝桥杯全国软件和信息技术人才大赛”“老员工数学建模竞赛”“天池杯大数据竞赛”等科创竞赛中屡获佳绩。连续多年被评为“必威betway西汉姆联网站员工科技创新优秀指导教师”。

Research Projects

[1] 2024.01-2026.12 “Research on Petri Nets-based Modeling of Response Processes and Follow-up Resource Recommendation for Emergency Event Chain”, Natural Science Foundation of China, 500,000 yuan, participated

[2] 2022.01-2025.12 Top Talent Young Teachers Cultivating program of Shandong University and Technology, 50,000 yuan, presided

[3] 2020.01-2024.12 “Research on recommender systems based on heterogeneous network representation learning”, Elite Talent Program of Shandong University and Technology, 120,000 yuan, presided

[5] 2019.1-2021.12 "Research on User led Multi source Education Data Integration Methods in the Big Data Environment", Humanities and Social Science Research Youth Fund of Ministry of Education, 80,000 yuan, participated

[6] 2018.05-2020.05 “Research on the high-level graduate training model in the artificial intelligence area”, The guidance ability promotion program for the graduate supervisors in Shandong Province, 60,000 yuan, presided

[7] 2018.01-2020.12, "Research on Online Social Network Information Dissemination Model Based on Representation Learning", National Natural Science Foundation of China, 240,000 yuan, participated

[8] 2017.07-2020.06 "Dynamic Tracking and Evaluation Method of Social Impact of Sudden Disasters Based on Network Big Data", Humanities and Social Science Research Youth Fund of Ministry of Education, 80,000 yuan, presided

[9] 2017.08-2020.06 "Research on Business Process Mining and Verification Technology for Cross organizational Collaboration Privacy Protection"  Natural Science Foundation of Shandong Province, 140,000 yuan, participated

[10] 2017.01-2019.12, "Research on Structured Recommendation Technology and Its Applications for User Groups", National Natural Science Foundation of China, 200,000 yuan, participated

[11] 2016.01-2018.12 "Demonstration of Human-Physical Information Perception and Emergency Assistance Decision Support Technology and Application for Mining Emergencies", The Key Research & Development Program (Major Key Technologies) of Shandong Province, 2.2 million yuan, participated

[12] 2016.01-2018.12 "Analysis of Large scale Social Network Characteristics and Community Structure Mining at the Time Evolution Scale", National Natural Science Foundation of China, 190,000yuan, participated

[13] 2014.09-2016.09 “Research on On Demand Integration Technology of Non open Data Sources in the Internet Environment”, Qingdao Postdoctoral Researcher Application Research Project, 50,000yuan, presided

[14] 2014.05-2015.05 “Research on Uncertainty On Demand Integration Method of Large scale Non open Data Sources in the Internet Environment”,  Key Statistical Research Project of Shandong Provincial Bureau of Statistics, 10,000yuan, presided

[15] 2014.01-2016.12 “Research on Internet Data Integration on Demand for End Users”, Doctoral Program Foundation for New Teachers Joint Fund Project of Ministry of Education, 40,000yuan, presided

Selected Publications

[1] Yan Wen, Huizheng Sun, Wei Bian. Multi Meta Information Fusion Graph Neural Networks for Session-based Recommendation. Journal of Computational Science, accepted

[2] Yan Wen, Huizheng Sun, Liang Liu, Session-based recommendation with dynamic hypergraph and refactoring ranking. International Journal of Computational Intelligence Systems. accepted

[3] Yan Wen, Wei Bian, Huizheng Sun, Ming Chen. TE-CRS: A conversational recommendation method based on Topic Enhancement-based Guidance.Journal Of Computing And Information Science In Engineering. accepted

[4] Yan Wen, Shitao Kang, Qingtian Zeng, Hua Duan, Xin Chen. Session-Based Recommendation with GNN and Time-Aware Memory Network, Mobile Information Systems, 2022, 2022: 1-12

[5] Yan Wen, Wenkai Li, Qingtian Zeng, Hua Duan, Feng Zhang. Syntactic Knowledge Embedding Network for Aspect-Based Sentiment Classification, Mobile Information Systems, 2022, 2022: 1-8

[6] Yan Wen, Shitang Kang, Ming Chen. Session-based Recommendation with Parallel Interest Extraction Networks. Computing In Science & Engineering, 2021, 561-574

[7] Yan Wen, Wenkai Li, Xin Chen, Feng Zhang. Target-oriented Opinion Words Extraction based on dependency tree. Journal of Computational Science, 2021, 1102-1116.

[8] Pengkun Zheng, Yan Wen, Ming Chen, Geng Chen. attr2vec: Learning Node Representations from Attributes of Nodes, 11th EAI International Conference Wireless and Satellite Systems - WiSATS 2020

[9] Cong Zhao, Yan Wen, Ming Chen, Geng Chen. Recommendation Based Heterogeneous Information Network and Neural Network Model, 11th EAI International Conference Wireless and Satellite Systems - WiSATS 2020

[10] Yan Wen, Jiansong Zhang, Qingtian Zeng, Xin Chen, Feng Zhang. Loc2Vec Based Cluster-Level Transition Behavior Mining for Successive POI Recommendation, IEEE ACCESS, 2019, 7(1): 109311-109319. 

[11] Yan Wen, Lijian Ma, Qingtian Zeng, Wenyan Guo. POI Recommendation Based on Geographic and Social Relationship Preferences, Data Analysis and Knowledge Discovery, 2019, 3(8): 32-40. 

[12] Yan Wen, Jiansong Zhang, Geng Chen, Xin Chen, Ming Chen. POI Recommendation Based on Heterogeneous Network, The 8th International Conference on Communications, Signal Processing, and Systems (CSPS).

[13] Yan Wen, Qingtian Zeng, Hua Duan, Feng Zhang, Xin Chen. An Automatic Web Data Extraction Approach based on Path Index Tree., International Journal Of Performability Engineering, 2018, 14(10): 2449-2460.

[14] Yan Wen，Liqing Qiu, Xin Chen, Feng Zhang.Interactive Data Integration Method Supporting Dynamic New Source Incorporation. Journal of Zhengzhou University(Science Edition). 2016, 48(4):36-43

[15] Bo Zhang, Yan Wen, Ming Chen, et al. Data service aggregation algebra for supporting heterogeneous ondemand data integration. Computer Engineering and Applications, 2017, 53(15):68-76.

[16] Yan Wen, Chen Liu, Yanbo Han, On-Demand Integration of Cross-Organizational Data in User-Guided Way. Journal of Xi’an Jiaotong University, 2013, 47(2): 116-123

[17] Yan Wen, Chen Liu, Yanbo Han. Just-in-time data aggregation approach supporting explorative business processes. Computer Integrated Manufacturing System. 2012,18(8):1785-1794

[18] Yan Wen, Chen Liu, Yanbo Han. iViewer: service-based view construction method for just-in-time sharing business data across organizations. Journal of Frontiers of Computer Science and Technology. 2012,6(3):221-236．

Honors and Awards in Research

[1] Large scale crowd coordination and evacuation technology for emergency response visualization platform, China Federation of Commerce Science and Technology Award, First Price, 2019

[2] Public Safety IoT Emergency Linkage Platform, Shandong IoT Association, Shandong IoT Association Science and Technology Progress Award, Special Prize, 2019

[3] A Visualization System for Social Impact Assessment of Disasters and Sudden Accidents Based on Multi source Data Collaborative Perception, Shandong IoT Association Science and Technology Progress Award, First Prize, 2020

[4] Development of mobile terminal software for emergency simulation and collaborative evacuation of large-scale dense crowds in underground spaces, Science and Technology Award of China Simulation Society, Second Prize of Innovation Technology Award, 2020