饶洋辉

所属研究所、院系: 
大数据与计算智能研究所
职称: 
讲师
E-mail: 
raoyangh@mail.sysu.edu.cn
教师简介: 

饶洋辉,讲师。主持国家自然科学基金青年科学基金项目1项。作为第一或通讯作者在IEEE Intelligent Systems,Information Sciences,Neural Networks,World Wide Web,BigComp'16,AAAI'16等国际期刊及会议上发表10多篇论文。

研究领域: 

情感分析,主题建模,事件检测

教育背景: 

2011年9月-2014年9月,香港城市大学,计算机科学专业,博士学位

2007年9月-2010年1月,中国科学院文献情报中心,情报学专业,硕士学位

2003年9月-2007年6月,华中师范大学,电子商务专业,学士学位

工作经历: 

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2016年1月-至今,中山大学数据科学与计算机学院,讲师

2014年9月-2016年1月,中山大学移动信息工程学院,讲师

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科研项目: 
  1. 读者视角的跨领域隐式情感分析理论及关键技术研究,国家自然科学基金青年科学基金项目,合同经费25.92万。项目负责人。时间:2016年1月-2018年12月。
  2. 社交网络中基于语义分析的事件挖掘与建模研究,中山大学青年教师培育项目,合同经费10万。项目负责人。时间:2015年1月-2016年12月。
代表性论著: 
  1. Y. H. Rao*, Contextual sentiment topic model for adaptive social emotion classification, IEEE Intelligent Systems (SCI, IF=2.34), 2016, 31(1): 41-47.
  2. Q. Li*, R. W. H. Lau, E. Popescu, Y. H. Rao, H. Leung, and X. Z. Zhu, Guest editors’ introduction: Social media for ubiquitous learning and adaptive tutoring, IEEE Multimedia (SCI, IF=1.694), 2016, 23(1): 18-24.
  3. Y. H. Rao*, Q. Li, X. D. Mao, and L. Wenyin, Sentiment topic models for social emotion mining, Information Sciences (SCI, IF=4.038), 2014, 266: 90-100.
  4. Y. H. Rao*, Q. Li, L. Wenyin, Q. Y. Wu, and X. J. Quan, Affective topic model for social emotion detection, Neural Networks (SCI, IF=2.708), 2014, 58: 29-37.
  5. Y. H. Rao, J. S. Lei*, L. Wenyin, Q. Li, and M. L. Chen, Building emotional dictionary for sentiment analysis of online news, World Wide Web Journal (SCIE, IF=1.474), 2014, 17: 723-742.
  6. 饶洋辉*, 李青, 刘文印, 李晶晶, 公众文本之情感词典研究进展, 中国科学: 信息科学 (CSCD), 2014, 44(7): 825-835.
  7. J. S. Lei, Y. H. Rao*, Q. Li, X. J. Quan, and L. Wenyin, Towards building a social emotion detection system for online news, Future Generation Computer Systems (SCIE, IF=2.786), 2014, 37: 438-448.
  8. H. Zou, Z. Gong*, N. Zhang, Q. Li, and Y. H. Rao, Adaptive ensemble with trust networks and collaborative recommendations, Knowledge and Information Systems (SCIE, IF=1.782), 2015, 44(3): 663-688.
  9. H. R. Xie, Q. Li, X. D. Mao, X. D. Li, Y. Cai*, and Y. H. Rao, Community-aware user profile enrichment in folksonomy, Neural Networks (SCI, IF=2.708), 2014, 58: 111-121.
  10. X. Li, Y. H. Rao*, Y. J. Chen, X. B. Liu, and H. Huang, Social emotion classification via reader perspective weighted model, 30th AAAI Conference on Artificial Intelligence (AAAI), Phoenix, USA, poster paper, 2016, accepted.
  11. X. Li, H. R. Xie, Y. H. Rao*, Y. J. Chen, X. B. Liu, H. Huang, and F. L. Wang, Weighted multi-label classification model for sentiment analysis of online news, 2016 International Conference on Big Data and Smart Computing (BigComp), Hong Kong, P.R. China, 2016, pp. 215-222.
  12. X. B. Liu, S. Ye, X. Li, Y. H. Luo, and Y. H. Rao*, ZhihuRank: A topic-sensitive expert finding algorithm in community question answering websites, 14th International Conference on Web-based Learning (ICWL), Guangzhou, P.R. China, 2015, pp. 165-173.
  13. Z. W. Wu, Y. H. Rao*, X. Li, J. Li, H. R. Xie, and F. L. Wang, Sentiment detection of short text via probabilistic topic modeling, 2nd International Workshop on Semantic Computing and Personalization (SeCoP) co-located with the 20th International Conference on Database Systems for Advanced Applications (DASFAA), Hanoi, Vietnam, 2015, pp. 76-85, best paper.
  14. Y. H. Rao, J. Li*, X. Y. Xiang, and H. R. Xie, Intensive maximum entropy model for sentiment classification of short text, 2nd International Workshop on Semantic Computing and Personalization (SeCoP) co-located with the 20th International Conference on Database Systems for Advanced Applications (DASFAA), Hanoi, Vietnam, 2015, pp. 42-51.
  15. Y. H. Rao* and Q. Li, Term weighting schemes for emerging event detection, IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Macao, P.R. China, 2012, pp. 105-112.
  16. Y. H. Rao*, X. J. Quan, L. Wenyin, Q. Li, and M. L. Chen, Building word-emotion mapping dictionary for online news, in the 1st International Workshop on Sentiment Discovery from Affective Data (SDAD) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Bristol, UK, 2012, pp. 28-39.
  17. X. D. Mao*, Q. Li, H. R. Xie, and Y. H. Rao, Popularity tendency analysis of ranking-oriented collaborative filtering from the perspective of loss function, 19th International Conference on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia, 2014, pp. 451-465.
  18. T. Jin, H. R. Xie*, J. S. Lei, Q. Li, X. D. Li, X. D. Mao, and Y. H. Rao, Finding dominating set from verbal contextual graph for personalized search in folksonomy, in IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Atlanta, USA, 2013, pp. 367-372.