宋 晖  (教授)

发布时间:2014-05-22浏览次数:3641

 

女 教授 硕士生导师 计算机信息技术系

 

宋 晖

   本科、研究生就读于西安交通大学计算数学与应用软件专业,后于上海交通大学攻读博士学位,获得系统结构方向工学博士。多年来,在Web数据挖掘和基于知识模型的信息处理等方面建立自己的研究特色,致力于研究基于机器学习和应用统计等智能处理方法,从海量信息特别是各类文本信息中获取有价值的知识。近年来承担了多项国家自然科学基金、上海市科委项目,以及企业应用项目,发表了多篇SCIEI检索学术论文。

主要研究方向:

  • Web信息挖掘
  • 智能信息处理
  • 信息与应用集成

 讲授课程:

  • 研究生:  概率统计与随机过程
  • 本科生:  计算机系统与网络技术
  • 本科生:  C语言程序设计

 近期主持的科研项目:

  1. 1. 电商与微博产品评论倾向性分析系统的研究与开发

    2. 中国民族民间音乐特征和噪声特点的知识数据库系统的研究与应用示范

    3. 中国民族民间音乐知识库系统的研究与应用   

    4. 信息系统项目监理系统的设计与开发

    5. 社会网络中新热点事件在线挖掘模型及关键技术的研究

    6. 珍贵历史音频资料修复与数字化保存系统

    7. 网络拓扑发现工具的适应性研究和开发设计

    8. 安点电子商务网站

    9. 国家自然科学基金重大国际合作项目中华民族音乐数字图书馆

    10. Web信息抽取、检索系统模型,关键算法的设计与实现

    11. 多策略的Web挖掘算法和模型的研究

    12. 上海物流示范平台关键技术的研究

    13. 基于ITILIT运维与监控系统

    14. 上海冷藏公司物流系统

    15. 分布式多Robot搜索引擎的研究与设计

    松江区知识产权服务网    

 近几年的论著、专利:

  1. 1. Hui Song, Yingxiang Fan, Xiaoqiang Liu,Frequent Pattern Learning based Feature-level Opinion Mining on Online Consumer Reviews,Journal of Advances in Information Sciences and Service Sciences,2012.

    2. Wang HongYa, Yin Wei, Song Hui, Shu LihChyun, Wang Mei. Schedulability test for multiprocessor scheduling based on hyperbolic bound. Ruan Jian Xue Bao/Journal of Software, Vol(8):23, PP 2223-2234, 2012.

    3. Song Hui, Sun Ke, Li Baiyan, Liu Xiaoqiang. HBS and HFS Feature Selection Methods for Chinese Folk Music Classification In Proceedings of the 2011 International Conference on Transportation on Mechanical and Electrical Engineering. 2011.12.

    4. Hui Song, Lifeng Wang, Baiyan Li, Xiaoqiang Liu. New Trending Events Detection based on the Multi-Representation Index Tree Clustering, International Journal of Intelligent Systems and Applications[J]. Vol( 3):3,26-32, 2011.

    5. Hui Song, Yingxiang Fan and Xiaoqiang Liu,Extracting Product Features from Online Reviews for Sentimental Analysis,In Proceedings of 6th International Conference on Computer Sciences and Convergence Information Technology,  2011.

    6. Yingxiang Fan, Ming Du, Hui Song. Analysis and Modeling on the GHG emissions in Dyeing and Finishing Processes. In proceedings of International Workshop on Computer Science for Environmental Engineering and EcoInformatics, 2011.7

    7. 10. Sun haifang, Cai Lizhi, Liu Xiaoqiang, Songhui, Yang Genxing, Liu Zhenyu, Meng zhiming. Domain-specific software benchmarking methodology based on fuzzy set theory and AHP. 2010 International Conference on Computational Intelligence and Software Engineering . 2010. 11.

    8. Hui Song, Lifeng Wang, Baiyan Li, Xiaoqiang LiuNew Cluster Detection based on Multi-representation Index Tree Text Clustering, In proceedings of the 2nd International Workshop on Database Technology and Applications,2010. 

    9. 吴周镜, 宋晖, 李柏岩, 刘晓强, 王府梅,纬编针织物在计算机中的三维仿真,东华大学学报,2010.

    10. 马黎,宋晖,李柏岩,基于wxWidgets的音频修复系统的研究与开发,微计算机信息,2009.

    11. Hui Song, Fanyuan Fa, Chen Wang,Clustering -based schema matching of Web data for Digital Library.International Workshop of Ubiquitous Web Systems and Intelligence, LNCS3481,2005.

    12. Hui Song, Le Yunpan, Fanyuan Ma,Ontology-based Automatically Hidden Web Portal IndexActa Electronica Sinica(电子学报英文版), 2004, 12.

    13. Hui Song, Fanyuan Ma, Suraj Giri,Automatic Data Extraction from Dynamic Web,ACM SAC Information Access and Retrieval Track, 2004.

    14. Hui Song, Suraj Giri, Fanyuan Ma,Data Extraction and Annotation for Dynamic Web Pages,Proceeding of IEEE EEE'04,March, 2004.

    15. Shui Yu, Hui Song, Fanyuan Ma, Novel SVM Performance Estimators for Information Retrieval SystemsProceeding of Asia and Pacific Web ConferenceApr. 2004.

    16. Leyun Pan, Hui Song and Fanyuan Ma,A Macro-committees Method of Combining Multi-strategy Classifiers for Heterogeneous Ontology MatchingAdvances in Web-Age Information Management, LNCS 3129August, 2004.

    17. Song Hui, MA Fan-yuan, LIU Xiaoqiang, CHENG Wenyuan,Ontology-based knowledge extraction from Hidden Web,JOURNAL OF DONGHUA UNIVERSITY,2004,4.

    18. 宋晖, 郑子颖, 张岭,URL分配和索引算法的设计和分析,上海交通大学学报,3, 2003.

    19. Ma Fanyuan, Ling Zhang, Hui SongA. Distributed Web Crawler Design and Java Implementation.World Wide Web Technologies in China: Research, Development, & Application. Rinton pressJune, 2002.

    20. Hui Song, Ling ZhangObject-Extraction-based Hidden Web Information RetrievalThe international Conference on Web-Age Information Management, LNCS 2419August, 2002, Beijing.

    21. 叶允明,余水,马范援,宋晖,张岭,分布式Web Crawler的研究:结构、算法和策略,电子学报,2002,12(A).

    22. 宋晖,张岭,叶允明等,基于Object Hidden Web 信息检索,计算机工程与应用,No.23, 2002.

    23. 发明专利,一种检测和消除数字音频信号中脉冲噪声的方法。

    24. 发明专利,一种面向应用领域的软件质量基准测评方法。
 

 联系方式:

  • 电话:021-67792289
  • 邮箱:songhui@dhu.edu.cn
  • 办公室:1号学院楼234室