张蓉 教授教授
数据科学与工程学院??????


导航
个人资料
研究方向
开授课程
科研项目
学术成果
荣誉及奖励







个人资料
部门： 数据科学与工程学院
毕业院校： 复旦大学
学位： 博士
学历： 博士研究生
邮编：
联系电话： +86-
传真：
电子邮箱： rzhang@dase.ecnu.edu.cn
办公地址： 地理馆317
通讯地址： 中山北路3663号，华东师范大学，数据科学与工程学院

教育经历

工作经历

个人简介
张蓉，教授。2007年在复旦大学获得计算机博士学位。在2011年加入华东师范大学之前，以资深研究员的身份就职于日本情报通信研究所。研究兴趣主要包括分布式数据管理，数据库基准评测，数据流管理等。主持多项国家自然科学基金，主持多项企业合作项目；已出版英文专著一部、参与翻译《海量数据分析前沿》和《Hadoop权威指南》（第2版和第3版）；发表论文50余篇，其中多篇获得优秀论文奖，包括APWEB最佳论文奖，WAIM最佳论文提名奖等；科研成果获得国家科技进步二等奖（第六完成人）、上海市科技进步一等奖（第四完成人）、上海市青年教师教学竞赛优秀奖等。


社会兼职
Activities:

2016: WAIM'2016 Demo Chair

2015: APWEB'2015 Demo Co-chair
2012: WWW'2012,CIKM'2012,VLDB Summer School
2011: DASFAA’2011, EMNLP'2011
2010: DASFAA'2010, WAIM'2010, IUCS’2010,NDBC’2010





研究方向
Distributed Data Processing:distributed data indexing; load balance; query processing;
Information Retrieval in Ecommerce:product recommendation; production search; spammer detection;
Web Service Management:web service search;web service indexing; web service organization;
Massive Data Management: online query processing; column-wise data storage management; data consistency management.



开授课程


科研项目


学术成果
Publications:

Journal Papers:
Fang J, Zhang R, Wang X, et al. Distributed stream join under workload variance[J]. World Wide Web, 2017: 1-22.
RongZhang,MingGao,XiaofengHe, AoyingZhou: Learning usercredibility for product ranking. Knowledge and Information Systems: 2016,46(3):679-705.
房俊华,王晓桐，张蓉*，周傲英:分布式数据流上的高性能分发策略。软件学报2016.
Rong Zhang,Wenzhe Yu,ChaofengSha,Xiaofeng He,Aoying Zhou: Product-oriented reviewsummarization and scoring.Frontiers of ComputerScience9(2):210-223(2015).
Rong Zhang, Wenzhe Yu, Chaofeng Sha, Xiaofeng He, Aoying Zhou. Product-oriented review summarization and scoring. FCS 2015.
余文喆，沙朝锋，何晓丰，张蓉*.考虑观点多样性的评论选择问题.计算机研究与发展.
Rong Zhang, Minqi Zhou, Xueqing Gong, Xiaofeng He, Weining Qian, Shouke Qin, Aoying Zhou,Detecting Anomaly in Data Streams by Fractal Model, World Wild Web Journal, 2014.
王立,张蓉*,沙朝锋,王晓玲,周傲英.电子商务商品归一化方法研究.计算机学报, 2014. vol(37): 312-325.
Rong Zhang, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki, Aoying Zhou. Context-sensitive Web service discovery over the bipartite graph model. Journal of Frontiers of Computer Science. 2013, 7(6): 875–893.
余文喆，张蓉*，王立：电子商务系统中的商品推荐系统。华东师范大学学报。2013，5(3):46-53.
RongZhang,WeiningQian,AoyingZhou,MinqiZhou:An efficient peer-to-peer indexing tree structure for multidimensional data. Future Generation Comp. Syst. 25(1): 77-88 (2009)
AoyingZhou,RongZhang,WeiningQian,QuangHieuVu,TianmingHu:Adaptive indexing for content-based search in P2P systems. DataKnowl. Eng. 67(3): 381-398 (2008)
RongZhang, KojiZettsu, YutakaKidawara,YasushiKiyoki:Decentralized architecture for resource management of group-based distributed systems. Frontiers of Computer Science in China 2(3): 224-233 (2008)
张蓉,钱卫宁,周傲英:一种支持多维数据范围查询 的对等计算索引框架.计算机研究与发展. 2009年04期
周傲英,周敏奇,钱卫宁,张蓉:大规模分布式系统中的多属性查 询处理.计算机学报, vol. 31, no. 9, pp. 1563–1572, 2008.
Conference Papers:
Junhua Fang,RongZhang*,Xiaotong Wang,TomZ.J.Fu,Zhenjie Zhang, Aoying Zhou: Cost-Effective Stream JoinAlgorithm on Cloud System.CIKM2016:1773-1782
Junhua Fang, XiaotongWang, RongZhang*, and Aoying Zhou:Flexible and Adaptive Stream JoinAlgorithm.APWeb2016:3-16.
YanhongPan,YanfeiZhang,RongZhang*:Combo-RecommendationBasedonPotentialRelevanceofItems.APWeb2016:505-517
YifanGao,Yuming Li, Yanhong Pan, Jiali Mao, and RongZhang*：LearningUser Credibility on Aspects from Review Texts.WAIM2016:78-91
Rong Zhang,YifanGao, Wenzhe Yu, Pingfu Chao, Xiaoyan Yang, Ming Gao, Aoying Zhou: Review Comment Analysis forPredicting Ratings. WAIM 2015: 247-259.
LeiWang, Ming Gao, Rong Zhang*, CheqingJin, AoyingZhou: Computing Probability Threshold Set Similarity on Probabilistic Sets.WAIM 2015: 374-386.
Rong Zhang, Zhenjie Zhang, Xiaofeng He, Aoying Zhou. Dish Comment Summarization based on Bilateral Topic Analysis. ICDE 2015.
Yifan Gao, Wenzhe Yu,Rong Zhang*, Xiaoyan Yang, Aoying Zhou. A Restaurant Recommendation System by Analyzing Ratings and Aspects in Reviews. DASFAA 2015.
Pingfu Chao, Zhu Gao,Yuming Li, Junhua Fang,Rong Zhang*, Aoying Zhou. Efficient MapReduce-based Method for Massive Entity Matching. Waim 2015 (In Press).
Pingfu Chao,Yuming Li,Zhu Gao, Junhua Fang,Xiaofeng He,Rong Zhang*. SEMI: A Scalable Entity Matching System based on MapReduce. ADC 2015. (Accepted)
Rong Zhang, Xiaofeng He, Aoying Zhou, Chaofeng Sha. Online Evaluation Re-scoring based on Review Behavior Analysis. ASONAM 2014.
高祎璠，郑芷凌，余文喆，程文亮，张蓉*.一站式服务推荐系统. NDBC 2014.
Cheqing Jin,Rong Zhang*, Qiangqiang Kang, Zhao Zhang, Aoying Zhou. Probabilistic Reverse Top-k Queries. DASFAA 2014, Bali, Indonesia.
Li Wang,RongZhang*,ChaofengSha,XiaofengHe,AoyingZhou: A Hybrid Framework for Product Normalization in Online Shopping. DASFAA 2013.
WenzheYu,RongZhang*,XiaofengHe,ChaofengSha: Selecting a Diversified Set of Reviews. DAMEN 2013.
RongZhang,ChaofengSha,MinqiZhou,AoyingZhou:Credibility-based product ranking for C2C transactions. CIKM 2012: 2149-2153
RongZhang,ChaofengSha,MinqiZhou,AoyingZhou:Exploiting shopping and reviewing behavior to re-score online evaluations. WWW (Companion Volume) 2012: 649-650
RongZhang, KojiZettsu, YutakaKidawara,YasushiKiyoki: Web Service Ranking Based on Context. CGC 2012: 375-382
RongZhang, KojiZettsu, YutakaKidawara, YasushiKiyoki:Context-Sensitive Query Expansion over the Bipartite Graph Model for Web Service Search. DASFAA 2011: 418-433
RongZhang, KojiZettsu, YutakaKidawara,YasushiKiyoki:Exploiting Service Context for Web Service Search Engine. WAIM 2010: 363-375
MinqiZhou,RongZhang,DadanZeng,WeiningQian,AoyingZhou, “Join optimization in themapreduceenvironment for column-wise data store,” In Proceedings of the 6th Internal Conference on Semantic Knowledge Grid (SKG’2010), 2010.
MinqiZhou,RongZhang, WeiXie,WeiningQian,AoyingZhou, “Security and privacy in cloud computing: A survey,” In Proceedings of the 6th Internal Conference on Semantic Knowledge Grid (SKG’2010), 2010.
MinqiZhou,RongZhang,DadanZeng,WeiningQian, “Services in the cloud computing era: A survey,” In Proceedings of 4th International Universal Communication Symposium (IUCS’2010), 2010.
RongZhang, KojiZettsu,TakafumiNakanishi, YutakaKidawara,YasushiKiyoki:SOBEX: distributed service Search engine that exploits servicecOllaBorationcontEXt. IUCS 2009: 261-268
AoyingZhou,RongZhang,QuangHieuVu,WeiningQian:COSTA: Adaptive Indexing for Terms in a Large-scale Distributed System. ICDE 2008: 1544-1547
MinqiZhou,RongZhang,WeiningQian,AoyingZhou:GChord: Indexing for Multi-Attribute Query in P2P System with Low Maintenance Cost. DASFAA 2007: 55-66
RongZhang,WeiningQian,MinqiZhou,AoyingZhou:SDI: a swift tree structure for multi-dimensional data indexing in peer-to-peer networks.Infoscale2007: 15
H. V.Jagadish,BengChinOoi,QuangHieuVu,RongZhang,AoyingZhou:VBI-Tree: A Peer-to-Peer Framework for Supporting Multi-Dimensional Indexing Schemes. ICDE 2006: 34
H. V.Jagadish,BengChinOoi,Kian-Lee Tan,QuangHieuVu,RongZhang:Speeding up search in peer-to-peer networks with a multi-way tree structure. SIGMOD Conference 2006: 1-12

Books:

Zhang R, Zhou A, Yu W, et al. Review Comment Analysis for E-commerce[M]. World Scientific, 2016.
Tom White(著)，周敏奇，王晓玲，金澈清，钱卫宁，宫学庆，张蓉(译). Hadoop 权威指南(第2，3 版) 第十六章“实例分析”. 清华大学出版社，共76 万字，2011.数据科学与工程院（译），《海量数据分析前沿》（Frontiers in Massive Data Analysis），清华大学出版社.




荣誉及奖励
获奖：
支持互联网级关键核心业务的分布式数据库系统，国家科学技术进步奖二等奖，第六完成人. 2019.

基于云服务的实时分析型内存数据管理系统关键技术及应用，上海市科技进步一等奖，第四完成人. 2017.
青年教师教学竞赛，优秀奖，上海市总工会. 2016.
大数据创新与创业大赛，全国三等奖. 2013.
数据密集型计算技术及其在互联网广告中的应用,国家教育部科技进步二等奖，第十一完成人. 2013.



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