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
- 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
学术成果
Journal Papers
- Fang J, Zhang R, Wang X, et al. Distributed stream join under workload variance[J]. World Wide Web, 2017: 1-22.
- Rong Zhang,Ming Gao, Xiaofeng He, Aoying Zhou: 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 ComputerScience 9(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.
- Rong Zhang, WeiningQian, Aoying Zhou, Minqi Zhou: An efficient peer-to-peer indexing tree structure for multidimensional data. Future Generation Comp. Syst. 25(1): 77-88 (2009)
- Aoying Zhou, Rong Zhang, WeiningQian, QuangHieu Vu, TianmingHu: Adaptive indexing for content-based search in P2P systems. Data Knowl. Eng. 67(3): 381-398 (2008)
- Rong Zhang, Koji Zettsu, Yutaka Kidawara, 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, Rong Zhang*, ChaofengSha, Xiaofeng He, Aoying Zhou: A Hybrid Framework for Product Normalization in Online Shopping. DASFAA 2013.
- Wenzhe Yu, Rong Zhang*,Xiaofeng He, ChaofengSha: Selecting a Diversified Set of Reviews. DAMEN 2013.
- Rong Zhang, ChaofengSha, Minqi Zhou, Aoying Zhou: Credibility-based product ranking for C2C transactions. CIKM 2012: 2149-2153
- Rong Zhang, ChaofengSha, Minqi Zhou, Aoying Zhou: Exploiting shopping and reviewing behavior to re-score online evaluations. WWW (Companion Volume) 2012: 649-650
- Rong Zhang, Koji Zettsu, Yutaka Kidawara, YasushiKiyoki: Web Service Ranking Based on Context. CGC 2012: 375-382
- Rong Zhang, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki: Context-Sensitive Query Expansion over the Bipartite Graph Model for Web Service Search. DASFAA 2011: 418-433
- Rong Zhang, Koji Zettsu, Yutaka Kidawara, YasushiKiyoki: Exploiting Service Context for Web Service Search Engine. WAIM 2010: 363-375
- Minqi Zhou, Rong Zhang, DadanZeng, WeiningQian, Aoying Zhou, “Join optimization in the mapreduce environment for column-wise data store,” In Proceedings of the 6th Internal Conference on Semantic Knowledge Grid (SKG’2010), 2010.
- Minqi Zhou, Rong Zhang, Wei Xie, WeiningQian, Aoying Zhou, “Security and privacy in cloud computing: A survey,” In Proceedings of the 6th Internal Conference on Semantic Knowledge Grid (SKG’2010), 2010.
- Minqi Zhou, Rong Zhang, DadanZeng, WeiningQian, “Services in the cloud computing era: A survey,” In Proceedings of 4th International Universal Communication Symposium (IUCS’2010), 2010.
- Rong Zhang, Koji Zettsu, Takafumi Nakanishi, Yutaka Kidawara, YasushiKiyoki: SOBEX: distributed service Search engine that exploits service cOllaBorationcontEXt. IUCS 2009: 261-268
- Aoying Zhou, Rong Zhang, QuangHieu Vu, WeiningQian: COSTA: Adaptive Indexing for Terms in a Large-scale Distributed System. ICDE 2008: 1544-1547
- Minqi Zhou, Rong Zhang, WeiningQian, Aoying Zhou: GChord: Indexing for Multi-Attribute Query in P2P System with Low Maintenance Cost. DASFAA 2007: 55-66
- Rong Zhang, WeiningQian, Minqi Zhou, Aoying Zhou: SDI: a swift tree structure for multi-dimensional data indexing in peer-to-peer networks. Infoscale 2007: 15
- H. V. Jagadish, Beng Chin Ooi, QuangHieu Vu, Rong Zhang, Aoying Zhou: VBI-Tree: A Peer-to-Peer Framework for Supporting Multi-Dimensional Indexing Schemes. ICDE 2006: 34
- H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, QuangHieu Vu, Rong Zhang: 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.