徐悅甡，男，博士，西安電子科技大學計算機科學與技術學院副教授，碩士生導師。
基本介紹
- 中文名：徐悅甡
- 畢業院校：浙江大學
- 學位/學歷：博士
- 職業：教師
- 專業方向：軟體工程、軟體服務工程與信息檢索
- 任職院校：西安電子科技大學
人物經歷,研究方向,學術成果,獲獎情況,
人物經歷
2007.9-2011.7，學士學位. 西安電子科技大學.
2011.9-2016.7，博士研究生, 浙江大學.
2013.10-2014.1，實習生. 網易杭州研究院.
2014-2015，聯合培養博士生，伊利諾伊大學芝加哥分校
2019.7~今，計算機科學與技術學院，智慧型軟體與系統新技術研究所
研究方向
1．面向軟體工程的信息檢索，包括軟體社區問答文本挖掘、話題分析、話題趨勢分析，面向軟體工程的異構信息網路與知識圖譜，軟體項目挖掘，代碼檢索，面向API的文本挖掘等；
2．面向軟體工程領域的推薦系統，包括圍繞面向Web API/API/APP的推薦等，圍繞軟體包(lib)/軟體項目/軟體開發團隊的推薦與（NFM, NCF, etc）、代碼與API推薦等；
3．移動計算與邊緣計算，特別是面向軟體服務工程的移動與邊緣計算，包括面向移動環境的微服務、移動計算環境中的服務推薦、選擇與組合等。
學術成果
科研項目：
教育部複雜系統重點實驗室開放課題，主持，2019~2020
三項橫向項目支持，關於教育信息化與電子商務平台上的推薦系統，2018~2020
江蘇省重點實驗室開放課題：融合非參數學習技術的推薦系統構建，主持，2019~2020
陝西省自然科學基金青年項目，課題：非參數情感分析方法研究，主持，2018~2019
國家自然科學基金青年項目，課題：評論文本上細粒度話題情感分析方法研究，主持，2018~2020
中央高校基本科研業務費，課題：非參數文本學習，主持，2017~2019
學術論文：
2013~2016
1. [ESWA]Yueshen Xu, Jianwei Yin, Shuiguang Deng, Neal. Xiong, Jianbin Huang. Context-aware QoS Prediction for Web Service Recommendation and Selection. Expert Systems with Applications (ESWA). Feb. 2016
2. [EAAI]Yueshen Xuand Jianwei Yin. Collaborative Recommendation with User Generated Content. Engineering Applications of Artificial Intelligence(EAAI). Jul. 2015
3. [IJWGS]Yueshen Xu, Jianwei Yin and Ying Li. A Collaborative fr[ant]amework of Web Service Recommendation with Clustering-Extended Matrix Factorization. International Journal of Web and Grid Services (IJWGS). Jul. 2015.
4. [IJWGS]Yueshen Xu, Jianwei Yin. Personalized QoS-based Web Service Recommendation with Service Neighborhood-Enhanced Matrix Factorization. International Journal of Web and Grid Services (IJWGS). Oct. 2013.
5. [AMIS] Yanming Ye, Yuyu Yin,Yueshen Xu, etc. BFS Sequence Based Method for Process Retrieval. Journal of Applied Mathematics and Information Sciences (AMIS). Nov. 2013.
6. [TSWJ] Yanming Ye, Jianwei Yin andYueshen Xu. Social Network Supported Process Recommender System. The Scientific World Journal (TSWJ). Nov. 2013.
7. [IJSEKE] Yin yuyu, Song aihu,Yueshen Xu, etc. QoS Prediction for Web Service Recommendation with Network Location-aware Neighbor Selection. International Journal of Software Engineering and Knowledge Engineering. Dec. 2015. [SCI]
8. [IJGDC] Zhou Mengxiong, Ye Yanming, Ren Yizhi andYueshen Xu. Collaborative Learning Group Formation with Density Clustering. International Journal of Grid and Distributed Computing. Dec. 2015. [EI]
9. [CMNT] Yanming Ye,Yueshen Xuand Zhilin Feng. Tag-based Process Recommendation for Social Business Process Modeling. Computer Modelling and New Technologies. Jun. 2014. [EI]
10. [CJC] Bin Cao, Jianwei Yin, Shuiguan Deng, DongjingWang andYueshen Xu. A Near Neighbourand Maximal Subgraph First Based Business Process Recommendation Technique. Chinese Journal of Computers (CJC). 2012.
11. [CIMS] Yanming Ye,Yueshen Xu, etc. Social Business Process Management and Process recommendation Method. Computer Integrated Manufacturing Systems, 2016.
12. [MobileSys] Yuyu Yin, Wenting Xu andYueshen Xu(Corresponding author and co-first author). Collaborative QoS Prediction for Mobile Service with Data Filtering and SlopeOne Model. Mobile Information Systems, April, 2017
13. [EAAI]Yueshen Xu, Yuyu Yin, Jianwei Yin. Tackling Topic General Word in Topic Modeling. Engineering Applications of Artificial Intelligence (EAAI), May 2017.
14. Yuyu Yin,Yueshen Xu(Corresponding author and co-first author), Wenting Xu, Min Gao.Collaborative Service Selection via Ensemble Learning in Mixed Mobile Network Environments.Entropy, July 2017
15. Yuyu Yin, Fangzheng Yu,Yueshen Xu(Corresponding author and co-first author), etc. Network Location-aware Service Recommendation with Random Walk in Cyber-Physical Systems. Sensors.
16. [ESA] One paper about hierarchical topic modeling and knowledge mining. Expert Systems with Applications, 2018 (first author and corresponding author)
17. [ICSOC] Two-phase Web service QoS prediction with symmeric restricted Boltzmann Machine. International Conference on Service Oriented Computing, ICSOC, 2018 (co-first author and corresponding author, CCF B)
18. [KBS] One paper about similarity computation in heterogeneous information networks. Knowledge-based systems , 2018, collaborative author
19. Zixiang Wang, Zhoubin Liu, Xiaolu Yuan, Yueshen Xu, Rui Li: Assessing Data Anomaly Detection Algorithms in Power Internet of Things. CollaborateCom 2018
20.Yuyu Yin, Lu Chen, Yueshen Xu, Jian Wan: Location-Aware Service Recommendation With Enhanced Probabilistic Matrix Factorization. IEEE Access 6
21. One paper about service recommendationis accepted byMobile Network and Applications (Corresponding author)
22. One paper about Sentiment Classificationis accepted by CollaborateCom 2019, International Conference on Collaborative Computing, 2019, First author
23. One paper about mobile computing is accepted by CollaborateCom 2019, International Conference on Collaborative Computing, 2019, First author
24. One paper about service recommendationis accepted by IEEE Access， Corresponding author
獲獎情況
2015 浙江大學優秀研究生，優秀博士生崗位金
2014 國家留學基金委訪問學者獎學金
2013 浙江大學三好研究生，優秀博士生崗位金，CCNT實驗室優秀博士研究生
2012 浙江大學優秀研究生
2011 西電優秀大學生報告團成員
2011 西電校優秀本科畢業生，陝西省優秀本科畢業生
2010 國家獎學金
2009 國家大學生數學建模全國二等獎
2009 國家獎學金
2008 西電校特等獎學金
2008 西電校一等獎學金
