![03/2012–
07/2012
老老老年年年人人人健健健康康康平平平台台台. 面向老年人健康管理，收集老年人健康数据，构建健康数据
存储、查询与索引的前后台. 涉涉涉及及及工工工具具具：：： Spring, Hibernate, Mongodb, Nginx,
MySQL等. 角色：组长与开发人员.
专利
尹建伟，徐悦甡 等，一种基于地理位置的Web Service服务质量预测方法，国
内专利，已受理
尹建伟，徐悦甡 等，一种基于服务邻域的Web Service服务质量预测方法，国
内专利，已受理
尹建伟，徐悦甡 等，一种基于用户邻域的Web Service服务质量预测方法，国
内专利，已受理
获奖情况
2014 国家留学基金委访问学者奖学金
2012 浙江大学优秀研究生二等奖学金
2011 校优秀本科毕业生，省优秀本科毕业生
2010 国家奖学金
2009 国家大学生数学建模全国二等奖
2009 国家奖学金
2008 校特等奖学金
2008 校一等奖学金
期刊论文
[EAAI] Yueshen Xu and Jianwei Yin. Collaborative Recommendation with User Generated
Content. Engineering Applications of Arti?cial Intelligence (EAAI). Jul. 2015.
[Impact Factor = 2.207].
[IJWGS] Yueshen Xu, Jianwei Yin and Ying Li. A Collaborative Framework of Web Service
Recommendation with Clustering-Extended Matrix Factorization. International
Journal of Web and Grid Services (IJWGS). Jul. 2015. [Impact Factor = 1.579].
[IJWGS] Jianwei Yin(My Tutor) and Yueshen Xu. Personalized QoS-based Web Service
Recommendation with Service Neighborhood-Enhanced Matrix Factorization. Inter-
national Journal of Web and Grid Services (IJWGS). Oct. 2013. [Impact Factor =
1.579].
[AMIS] Yanming Ye, Yuyu Yin, Yueshen Xu, Bin Cao and Jianwei Yin. BFS Se-
quence Based Method for Process Retrieval. Journal of Applied Mathematics and
Information Sciences (AMIS). Nov. 2013. [Impact Factor = 1.232].
[TSWJ] Yanming Ye, Jianwei Yin and Yueshen Xu. Social Network Supported Process
Recommender System. The Scienti?c World Journal (TSWJ). Nov. 2013. [Impact
Factor = 1.730].
2/3](https://image.slidesharecdn.com/random-150826022257-lva1-app6892/85/-2-320.jpg)
![[CMNT] Yanming Ye, Yueshen Xu and Zhilin Feng. Tag-based Process Recommendation
for Social Business Process Modeling. Computer Modelling and New Technologies
(CMNT). Jun. 2014. [EI].
[CJC] Bin Cao, Jianwei Yin, Shuiguan Deng, DongjingWang and Yueshen Xu. A
Near Neighbourand Maximal Subgraph First Based Business Process Recommenda-
tion Technique. Chinese Journal of Computers (CJC). 2012. [国内一级].
会议论文
Under Review Yueshen Xu, Bing Liu, etc. About Hierarchical Topic Modeling
Under Review Yueshen Xu, Bing Liu, etc. About Topic Modeling.
[WAIM] Yueshen Xu, Zhiyuan Chen, Jianwei Yin, Zizheng Wu and Taojun Yao. Learn-
ing to Recommend with User Generated Content. International Conference on
Web-Age Information Management (WAIM). Jun. 2015. [EI].
[WISE] Yueshen Xu, Jianwei Yin,Wei Lo, ZhaohuiWu. Personalized Location-Aware
QoS Prediction for Web Services using Probabilistic Matrix Factorization. Inter-
national Conference on Web Information System Engineering (WISE). Oct. 2013.
[EI].
[SOCA] Yueshen Xu, Jianwei Yin, Zizheng Wu, Dongqing He and Yan Tang. Pre-
diction for Service-Oriented System via Matrix Factorization in a Collaborative
Way.International Conference on Service Oriented Computing and Applications
(SOCA). Nov. 2014. [EI].
[SOCA] Yueshen Xu, Jianwei Yin,Wei Lo. A Uni?ed Framework of QoS-based Web
Service Recommendation with Neighborhood-Extended Matrix Factorization. Inter-
national Conference on Service Oriented Computing and Applications (SOCA). Dec.
2013. [EI].
[DEBS] Bin Cao, Jianwei Yin, ShuiGuang Deng, Yueshen Xu, Youneng Xiao, Zhao-
huiWu. A Highly E?cient Cloud-based Architecture for Large-scale STB Event
Processing. International Conference on Distributed Event-Based Systems (DEBS).
Jul. 2012. [EI].
[SCC] Yu Liu, Dongjin Yu, Yueshen Xu, Yuyu Yin. Personalized QoS Prediction for
Web Services using Latent Factor Models. International Conference on Services
Computing (SCC). Jun. 2014. [EI].
[MSN] Jianwei Yin, Jinwen Zhong, Xiaohua Pan, Dongqing He, Yueshen Xu. JTang
HSS: A Healthcare Service Platform for the Senior. International Conference on
Mobile Ad-hoc and Sensor Networks (MSN). Dec. 2013. [EI].
其它
期刊审稿人 1) International Journal of Web and Grid Services 2) Enterprise Information Systems
2012-至今 ACM 学生会员
2012-至今 中国计算机学会学生会员
3/3](https://image.slidesharecdn.com/random-150826022257-lva1-app6892/85/-3-320.jpg)
徐悦甡简历
- 1. 徐悦甡 浙江大学/伊利诺伊大学计算机系 联合培养博士生 杭州市文三路232号 东大楼五楼 邮编310028 + (86) 1886 881 8132 xyshzjucs@zju.edu.cn http://liu.cs.uic.edu/yueshenxu/ 教育经历 2014.9– 2015.9 联联联合合合培培培养养养博博博士士士生生生, 导导导师师师：：：Prof. Bing Liu. 伊利诺伊大学芝加哥分校. 计算机科 学系. 文本学习与话题模型. 2014.10– 2015.1 实实实习习习生生生. 网易杭州研究院. 云阅读组. 数据挖掘工程师. 2011–今 博博博士士士研研研究究究生生生在在在读读读, 导导导师师师：：：尹尹尹建建建伟伟伟. 浙江大学. 计算机科学与技术学院. 计算机应 用技术. 文本挖掘与推荐系统 2007–2011 学学学士士士学学学位位位，，，导导导师师师：：：张张张淑淑淑平平平. 西安电子科技大学. 计算机软件. 毕业论文:《面向 电子产物的垂直搜索引擎的设计与实现》. 校优秀论文 研究方向 文本学习/自 然语言处理 话话话题题题模模模型型型与与与半半半监监监督督督学学学习习习. 课题名称：多文本集下的半监督层次话题模型. 自动 地从多文本集中学习共享话题层次结构，设计半监督学习方法得到更好的话题 层次. 涉及：1) 自然语言处理的知识，工具与方法；2) pLSA, LDA, nCRP, 非 参贝叶斯等; 3) 概率图模型，如贝叶斯推断, Gibbs Sampling, 期望最大化方法, 波利亚桶采样等. 推荐系统 推推推荐荐荐算算算法法法与与与服服服务务务推推推荐荐荐. 课题名称：A-推荐系统中用户生成内容的研究；B-上 下文知识在服务推荐中的研究. A-设计话题模型从用户生成内容中学习用户兴 趣与商品特征，建立话题模型与推荐算法的联合推荐策略. B-研究以地理位置 为代表的上下文对用户与服务两方在服务质量上的影响，并设计推荐算法. 涉 及：1) 隐因子模型与矩阵分解. 2) 聚类分析与协同过滤. 3) 优化问题求解，如 梯度上/下降类，坐标上/下降类，最大期望化方法，变分方法等. 项目经验 05/2011– 09/2011 面面面向向向电电电子子子产产产物品品的的的垂垂垂直直直搜搜搜索索索引引引擎擎擎. 在分布式计算平台上，利用Lucene等工具，面 向电子商务领域，构建垂直搜索引擎. 涉涉涉及及及工工工具具具: Hadoop, Lucene, Webharvest, XML等. 涉涉涉及及及方方方法法法：：： 索引，匹配，相似度计算与信息抽取等. 角色：开发人员 10/2011– 02/2012 一一一种种种面面面向向向IPTV的的的实实实时时时发发发布布布订订订阅阅阅系系系统统统. 以发布-订阅系统为原型，利用数据分发 服务，构建实时计算平台. 涉涉涉及及及工工工具具具：：： Linux, 数据分发服务与虚拟机配置等. 角色：开发人员. 1/3
- 2. 03/2012– 07/2012 老老老年年年人人人健健健康康康平平平台台台. 面向老年人健康管理，收集老年人健康数据，构建健康数据 存储、查询与索引的前后台. 涉涉涉及及及工工工具具具：：： Spring, Hibernate, Mongodb, Nginx, MySQL等. 角色：组长与开发人员. 专利 尹建伟，徐悦甡 等，一种基于地理位置的Web Service服务质量预测方法，国 内专利，已受理 尹建伟，徐悦甡 等，一种基于服务邻域的Web Service服务质量预测方法，国 内专利，已受理 尹建伟，徐悦甡 等，一种基于用户邻域的Web Service服务质量预测方法，国 内专利，已受理 获奖情况 2014 国家留学基金委访问学者奖学金 2012 浙江大学优秀研究生二等奖学金 2011 校优秀本科毕业生，省优秀本科毕业生 2010 国家奖学金 2009 国家大学生数学建模全国二等奖 2009 国家奖学金 2008 校特等奖学金 2008 校一等奖学金 期刊论文 [EAAI] Yueshen Xu and Jianwei Yin. Collaborative Recommendation with User Generated Content. Engineering Applications of Arti?cial Intelligence (EAAI). Jul. 2015. [Impact Factor = 2.207]. [IJWGS] Yueshen Xu, Jianwei Yin and Ying Li. A Collaborative Framework of Web Service Recommendation with Clustering-Extended Matrix Factorization. International Journal of Web and Grid Services (IJWGS). Jul. 2015. [Impact Factor = 1.579]. [IJWGS] Jianwei Yin(My Tutor) and Yueshen Xu. Personalized QoS-based Web Service Recommendation with Service Neighborhood-Enhanced Matrix Factorization. Inter- national Journal of Web and Grid Services (IJWGS). Oct. 2013. [Impact Factor = 1.579]. [AMIS] Yanming Ye, Yuyu Yin, Yueshen Xu, Bin Cao and Jianwei Yin. BFS Se- quence Based Method for Process Retrieval. Journal of Applied Mathematics and Information Sciences (AMIS). Nov. 2013. [Impact Factor = 1.232]. [TSWJ] Yanming Ye, Jianwei Yin and Yueshen Xu. Social Network Supported Process Recommender System. The Scienti?c World Journal (TSWJ). Nov. 2013. [Impact Factor = 1.730]. 2/3
- 3. [CMNT] Yanming Ye, Yueshen Xu and Zhilin Feng. Tag-based Process Recommendation for Social Business Process Modeling. Computer Modelling and New Technologies (CMNT). Jun. 2014. [EI]. [CJC] Bin Cao, Jianwei Yin, Shuiguan Deng, DongjingWang and Yueshen Xu. A Near Neighbourand Maximal Subgraph First Based Business Process Recommenda- tion Technique. Chinese Journal of Computers (CJC). 2012. [国内一级]. 会议论文 Under Review Yueshen Xu, Bing Liu, etc. About Hierarchical Topic Modeling Under Review Yueshen Xu, Bing Liu, etc. About Topic Modeling. [WAIM] Yueshen Xu, Zhiyuan Chen, Jianwei Yin, Zizheng Wu and Taojun Yao. Learn- ing to Recommend with User Generated Content. International Conference on Web-Age Information Management (WAIM). Jun. 2015. [EI]. [WISE] Yueshen Xu, Jianwei Yin,Wei Lo, ZhaohuiWu. Personalized Location-Aware QoS Prediction for Web Services using Probabilistic Matrix Factorization. Inter- national Conference on Web Information System Engineering (WISE). Oct. 2013. [EI]. [SOCA] Yueshen Xu, Jianwei Yin, Zizheng Wu, Dongqing He and Yan Tang. Pre- diction for Service-Oriented System via Matrix Factorization in a Collaborative Way.International Conference on Service Oriented Computing and Applications (SOCA). Nov. 2014. [EI]. [SOCA] Yueshen Xu, Jianwei Yin,Wei Lo. A Uni?ed Framework of QoS-based Web Service Recommendation with Neighborhood-Extended Matrix Factorization. Inter- national Conference on Service Oriented Computing and Applications (SOCA). Dec. 2013. [EI]. [DEBS] Bin Cao, Jianwei Yin, ShuiGuang Deng, Yueshen Xu, Youneng Xiao, Zhao- huiWu. A Highly E?cient Cloud-based Architecture for Large-scale STB Event Processing. International Conference on Distributed Event-Based Systems (DEBS). Jul. 2012. [EI]. [SCC] Yu Liu, Dongjin Yu, Yueshen Xu, Yuyu Yin. Personalized QoS Prediction for Web Services using Latent Factor Models. International Conference on Services Computing (SCC). Jun. 2014. [EI]. [MSN] Jianwei Yin, Jinwen Zhong, Xiaohua Pan, Dongqing He, Yueshen Xu. JTang HSS: A Healthcare Service Platform for the Senior. International Conference on Mobile Ad-hoc and Sensor Networks (MSN). Dec. 2013. [EI]. 其它 期刊审稿人 1) International Journal of Web and Grid Services 2) Enterprise Information Systems 2012-至今 ACM 学生会员 2012-至今 中国计算机学会学生会员 3/3