宋 晖(教授)


宋 晖  教授 研究生导师  信息技术系 系主任

本科、研究生就读于西安交通大学计算数学与软件专业,于上海交通大学获得计算机系统结构博士学位,曾赴美国纽约州立大学做访问学者。毕业后就职于东华大学,担任“智能科学技术与应用”专业负责人。主要研究领域:自然语言处理、深度学习、智能信息系统。科研工作注重理论和实际应用相结合,研究成果在企事业单位中得到应用和推广,取得较好的社会服务效应。多年来已培养研究生30余名。主持参与了国家自然科学基金项目3项、上海市重点科技攻关项目2项以及企业应用项目20余项,在国内外期刊、会议上发表研究论文40余篇,主编教材6本,获得国家专利发明3项。

主要社会任职:

中国图学应用图学专委会委员、中国人工智能学会会员、中国计算机学会会员、上海市计算机学会NLP专委会委员、上海市计算机学会会员、上海市计算机基础教育协会理事、上海市大学生计算机应用能力大赛评审委员会委员、国家高科技司评审专家。

主要研究方向:
1.
面向领域的知识图谱构建、智能问答
2.
基于深度学习的知识获取
3.
智能信息系统、辅助决策

近期主持的科研项目:

1.电力行业知识图谱构建及智能语义查询的关键技术研究

2.面向企业服务智能助手的关键技术研究与实现

3.基于知识获取的企业风控预警系统

4.政务领域软件机器人的研究与开发

5.基于网络爬虫的Web应用漏洞扫描器研究

6.基于大数据的智慧政务平台关键技术研究与开发

7.Android软件性能的自动化测试技术研究

8.微信推广平台的开发与数据分析系统

9.多路流媒体合成服务器的研究与开发

10.电商与微博产品评论倾向性分析系统的研究与开发

11.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      

12.中国民族民间音乐知识库系统的研究与应用         

13.信息系统项目监理系统的设计与开发      

14.社会网络中新热点事件在线挖掘模型及关键技术的研究      

15.珍贵历史音频资料修复与数字化保存系统      

16.网络拓扑发现工具的适应性研究和开发设计      

17.安点电子商务网站      

18.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”      

19.Web信息抽取、检索系统模型,关键算法的设计与实现      

20.多策略的Web挖掘算法和模型的研究      

21.上海物流示范平台关键技术的研究      

22.基于ITILIT运维与监控系统       

23.上海冷藏公司物流系统      

24.分布式多Robot搜索引擎的研究与设计      

25.松江区知识产权服务网      

近几年的论著、专利:

1.Dong Cheng, Hui Song(B), Xianglong He, and Bo Xu. Joint Entity and Relation Extraction for Long Text, 14th International Conference of Knowledge Science, Engineering and Management, KSEM 2021. (CCF C, EI)

2.Shuyi Wang, Hui Song, Bo Xu, Hongkuan Zhang. Enhancing Embedding via Two-level Features for Machine Reading Comprehension. China Conference on Knowledge Graph and Semantic Computing. CCKS2020 (EI)

3.张洪宽, 宋晖, 徐波, 王舒怡, 基于BERT的端到端中文篇章事件抽取. 第十九届中国计算语言学大会论文集(CCL),P390-401.2020.(Ei)

4.Longqi Dai, Bo Xu, and Hui Song. Feature-level Attention based Sentence Encoding for Neural Relation Extraction. The 8th CCF International Conference on Natural Language Processing and Chinese Computing. NLPCC2019. (CCF C, EI)

5.WanChen Yue, Xutong Liu, Hui Song. Analysis for Smart Urban Management Event Based on SARIMA and Spatiotemporal Clustering. Proceedings of the 2018 2nd international conference on Big Data Research. ICBDR 2018.EI

6.Xutong Liu, Hui Song, Bo Xu, Longqi Dai. Text analysis of cases description in urban management field based on knowledge atlas. Proceedings of 2nd International Conference on Computer Science and Application Engineering(ACM International Conference Proceeding Series), CSAE. 2018.EI

7.Xutong Liu, WanChenYue, Hui Song, Bo Xu. Text Analysis of Cases Description in Urban Management Field Based on Knowledge Atlas. 2018.

8.Chao Zhang, Hui Song, Zhenyu Liu, MiSAS: A Multi-domain Feature-level Sentiment Analysis System on Micro-blog. The 3rd International Conference on Communication and Information Processing Proceedings. 2017.(EI)

9.汪龙庆、张超、宋晖. 基于未登录词识别的微博评价短语抽取方法. 软件工程,Vol(34):6. 2017.

10.Dechao Zhu, Huisong, A Weighted Topical Document Embedding based Clustering Method for News Text, 2016 IEEE INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE. 2016. (ISTP, EI)

11.Shan Chang, Ting Lu, Hui Song, “SmartDog: Real-time Detection of Smartphone Theft”, IEEE iThings 2016.

12.Yunjie Li, Hui Song, Applying Data Mining Techniques on Continuous Sensed Data for Daily Living Activity Recognition, Applied Mechanics & Materials, 2014, 738-739:191-196.

13.Hui Song, Jianfeng Chu, Semantic Analysis and Implicit Target Extraction of Comments from E-commerce Websites, The proceedings of 2013 4thWorld Congress on Software Engineering, 2013.

14.Hui Song, Botian Yang, Xiaoqiang Liu, Effective Comment Sentence Recognition for Feature-based Opinion Mining, 9th International Conference on Advanced Data Mining and Applications, LNAI 8347, 2013.

15.宋晖, 史南胜, 基于模式匹配与半监督学习的评价对象抽取, 计算机工程, Vol(39):10, P221-226, 2013.

16.Shan Chang, Hui Song, Li Lu, Qingsong Yao, Yong Qi, Random graph based benchmarking methodology for RFID security protocols, ICEBE2013, 2013.

17.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.

18.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.

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

20.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.

21.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.

22.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.

23.10. 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.

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

25.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.

26.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.

27.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.

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

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

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

31.Shui Yu, Hui Song, Fanyuan Ma, Novel SVM Performance Estimators for Information Retrieval Systems  Proceeding of Asia and Pacific Web Conference  Apr. 2004.

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

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

34.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.

35.Ma Fanyuan, Ling Zhang, Hui Song  A. Distributed Web Crawler Design and Java Implementation.  World Wide Web Technologies in China: Research, Development, & Application. Rinton press  June,  2002.

36.Hui Song, Ling Zhang  Object-Extraction-based Hidden Web Information Retrieval  The international Conference on Web-Age Information Management, LNCS 2419  August, 2002, Beijing.

37.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).

38.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.

39.发明专利,面向领域的中文文本主题句生成,2021

40.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. 2008.

41.发明专利,一种面向应用领域的软件质量基准测评方法. 2007.

讲授课程:

 •研究生:  深度学习技术、概率统计与随机过程、数据挖掘(英语)

 •本科生:  智能科学专业导论、数据科学、计算机系统与网络技术

 •本科生: Python语言程序设计、C语言程序设计

联系方式:

 •电话:021-67792289

 •邮箱:songhui@dhu.edu.cn

 •办公室:上海市松江区人民北路29991号学院楼233