师资队伍

全职教师
访问教授

Full-time teachers

全职教师
  • 姓 名:徐睿峰
  • 职 称:教授、博导
  • 职 务:
  • 邮 件:xuruifeng@hit.edu.cn
  • 研究方向:自然语言处理、文本情绪计算、互联网文本挖掘、社会媒体分析、自然人机接口、脑电信号与脑机接口
  • 电 话:
  • 个人主页:http://www.hitsz.edu.cn/body/shizi/detailcn.php?strID=492
  • 通讯地址:深圳市南山区西丽大学城哈工大校区C栋303B (518055)
教育经历
1991.09-1995.07
哈尔滨工业大学计算机科学与工程系 学士
1998.11-2001.06
香港理工大学电子计算学系 硕士
2002.07-2006.01
香港理工大学电子计算学系 博士
工作经历
1995.07-1997.11
哈尔滨工业大学计算机科学系 研究实习员
1997.11-1998.10
香港理工大学电子计算学系 项目助理 Project Assistant
2001.01-2002.07
深圳国际创新技术研究院 高级软件工程师
2006.01-2006.09
香港中文大学系统工程与工程管理学系 博士后研究员 Postdoctoral Fellow
2006.10-2008.03
香港理工大学电子计算学系 副研究员 Research Associate
2008.04-2008.10
香港中文大学系统工程与工程管理学系副研究员 Research Associate
2008.10-2010.10
香港城市大学中文、翻译及语言学系 研究员 Research Fellow
2009.11-
哈工大深圳研究生院计算机科学与技术学院 副教授
科研项目
2011-2012
《基于语言无关框架和迁移学习的跨语言情感分析技术》,哈尔滨工业大学创新科技基金 HIT.NSFIR.201012
2011-2012
《面向网络突发事件应急的情感分析和早期预警软件开发》,横向课题
2012
《新媒体智能分析关键技术研究》,中兴通讯子课题
2012
《细粒度情感标注语料库开发》,国家自然科学基金协作项目
2012-2013
《基于用户生成内容分析的信息推送软件开发》,横向课题
2013
《面向微博文本的情感语料库建设》,国家自然科学基金协作项目
2013-2014
《面向社会媒体的文本情绪分析和预测研究》,深圳市基础研究计划 JCYJ20120613152557576
2013-2014
《基于互联网挖掘的智能金融信息服务系统》,深圳市国际合作计划 GJHZ20120613110641217
2013-2014
《跨语言情感倾向性分析中的关键问题研究》,国家重点实验室开放课题基金
2013-2015
《文本情绪分析中的关键问题研究》,国际自然科学基金青年基金,第一参与 61203378
2013-2015
《文本中情绪自动分类、归因和预测中的关键问题研究》,高等院校博士点基金20122302120070
2014-2017
《文本情绪计算框架、模型和方法研究》,国家自然科学基金面上项目 61370165
2013-2014
《面向微博信息抽取软件开发》,横向课题,舆情香港有限公司
2014-2015
《文本情绪计算框架、模型和方法》,广东省自然科学基金 自由申请项目 S2013010014475
2014
《面向消费决策的情感分析技术研究》,百度公司高校合作项目
2015-2016
《结合脑科学和深度学习的文本情绪计算研究及其在社会群体情绪分析的应用》,深圳市孔雀计划技术创新项目 主持 Shenzhen Peacock Plan Research Grant KQCX20140521144507925
2015
深圳数字舞台表演机器人技术工程实验室组建项目(副主任) Shenzhen Engineering Laboratory of Performance Robots at Digital Stage Shenzhen Peacock Plan Research Grant KQCX20140521144507925
发表论文
Ruifeng Xu, Jiyun Zhou, Hongpeng Wang, Yulan He, Xiaolong Wang, Bin Liu*, Identifying DNA-binding proteins by combining support vector machine and PSSM distance transformation, BMC System Biology. 2015, 9(Suppl 1):S10 (SCI, JCR 1区) http://www.biomedcentral.com/qc/1752-0509/9/S1/S10 DOI:10.1186/1752-0509-9-S1-S10 Published: 6 February 2015 

Ruifeng Xu, Tao Chen, Yunqing Xia, Qin Lu, Bin Liu, Xuan Wang, Word Embedding Composition for Data Imbalances in Sentiment and Emotion Classi cation. Cognitive Computation. 
(SCI IF 1.1) DOI 10.1007/s12559-015-9319-y 
Published online: 03 Feb 2015 
http://link.springer.com/article/10.1007/s12559-015-9319-y 

Bin Liu*, Deyuan Zhang, Ruifeng Xu, Jinghao Xu, Xiaolong Wang, Qingcai Chen, Qiwen Dong, Kuo-Chen Chou, Combining evolutionary information extracted from frequency profiles with sequence-based kernels for protein remote homology detection. Bioinformatics (2014) 30 (4): 472-479.doi: 10.1093/bioinformatics/btt709 
First published online: December 5, 2013 (SCI IF 4.621 JCR 1区) http://bioinformatics.oxfordjournals.org/content/30/4/472.short 

Ruifeng Xu, Jiyun Zhou, Bin Liu*, Yulan He, Quan Zou, Xiaolong Wang, Kuo-Chen Chou, Identification of DNA-binding proteins by incorporating evolutionary information into pseudo amino acid composition via the top-n-gram approach, Journal of Biomolecular Structure and Dynamics. (SCI, impact factor: 2.983, JCR2区) 
DOI:10.1080/07391102.2014.968624 Published online: 28 Oct 2014 
http://www.tandfonline.com/doi/full/10.1080/07391102.2014.968624#.VFQ9DXGiSa8 

Ruifeng Xu, Lin Gui, Jun Xu, Qin Lu and Kam-Fai Wong. Cross Lingual Opinion Holder Extraction based on Multiple Kernel SVMs and Transfer Learning. World Wide Web, vol.16, 2013.(SCI JCR 2区) 
DOI 10.1007/s11280-013-0246-0 Online Published Aug 2013 
March 2015, Volume 18, Issue 2, pp 299-316 
http://link.springer.com/article/10.1007/s11280-013-0246-0 

Ruifeng Xu, Jiyun Zhou, Bin Liu*, Lin Yao, Yulan He, Quan Zou and Xiaolong Wang, enDNA-Prot: Identification of DNA-binding Proteins by Applying Ensemble Learning. BioMed Research International Volume 2014 (2014), Article ID 294279 (SCI, impact factor: 2.706) Published 26 May 2014 
http://dx.doi.org/10.1155/2014/294279 

Bin Liu, Jinghao Xu, Quan Zou, Ruifeng Xu*, Xiaolong Wang and Qingcai Chen, Using distances between Top-n-gram and residue pairs for protein remote homology detection. BMC Bioinformatics 2014, 15(Suppl 2):S3 (Corresponding author, SCI, impact factor: 2.67,JCR 2区) Published: 24 January 2014 
DOI:10.1186/1471-2105-15-S2-S3 
http://www.biomedcentral.com/1471-2105/15/S2/S3 

Bin Liu*, Jinghao Xu, Xun Lan, Ruifeng Xu, Jiyun Zhou, Xiaolong Wang, Kuo-Chen Chou*, iDNA-Prot|dis: identifying DNA-binding proteins by incorporating amino acid distance-pairs and reduced alphabet profile into the general pseudo amino acid composition, PLoS ONE, 2014 9(9): e106691 (SCI, IF: 3.534, JCR1区) 
Published: September 03, 2014 DOI: 10.1371/journal.pone.0106691 
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0106691#pone-0106691-g006 

Bin Liu*, Jinghao Xu, Shixi Fan, Ruifeng Xu, Jiyun Zhou, Xiaolong Wang, PseDNA-Pro: DNA-binding Protein Identification by Combining Chou’s PseAAC and Physicochemical Distance Transformation. Molecular Informatics. Article first published online: 26 SEP 2014 
DOI: 10.1002/minf.201400025 (SCI, impact factor: 2.013, JCR 2区) 

Ruifeng Xu, Lu Ye and Jun Xu. Reader’s Emotion Prediction Based on Weighted Latent Dirichlet Allocation and Multi-Label k-Nearest Neighbor Model. Journal of Computational Information Systems, vol. 9, no.6, 2013. (EI) 

Lin Gui, Ruifeng Xu*, Jun Xu and Chengxiang Liu. A Cross-Lingual Approach for Opinion Holder Extraction. Journal of Computational Information Systems, vol. 9, no.6, 2013. (Corresponding author, EI) 

Yue Zhang, Ruifeng Xu*, Jun Xu. Joint Extraction of Product Attribute and Appraisal Expression Using Tree-Structured Conditional Random Fields. Journal of Computational Information Systems, vol. 9, no.6, 2013. (Corresponding author,EI) 

姚源林 王树伟 徐睿峰 刘滨 桂林 陆勤 王晓龙,面向微博文本的情绪标注语料库构建.中文信息学报.Vol. 28, No.5 pp.192-200, Sep. 2014 

陈涛 徐睿峰* 吴明芬 刘滨. 一种基于情感句模的文本情感分类方法. 中文信息学报. Vol. 27. No.5,pp.67-74 
Sep. 2013 

徐睿峰,邹承天,郑燕珍,徐 军,桂 林,刘 滨,王晓龙. 一种基于情绪表达与情绪认知分离的新型情绪词典. 中文信息学报. Vol.26, No.6, pp.82-89, Nov. 2013 

Bin Liu, Xiaolong Wang, Ruifeng Xu, Buzhou Tang, Protein remote homology detection by combining profile-based protein representation with local alignment kernel, Journal of Medical and Bioengineering, 3(1), pp 17-22, March 2014. http://www.jomb.org/index.php?m=content&c=index&a=show&catid=39&id=93 

Ruifeng Xu and Chunyu Kit, Learning Multiple Level Features for Opinion Analysis, International Journal of Computer Processing of Oriental Languages, Vol.24, No.4, pp 349-371, 2011 

Jun Xu, Ruifeng Xu*, Yuxin Ding, Xiaolong Wang and Chunyu Kit, Cross Lingual Opinion Analysis via Transfer Learning,Australian Journal of Intelligent Information Processing, Vol.11, No.2, pp 28-34, 2010 (EI) 

Ruifeng Xu, Qin Lu, Kam-Fai Wong and Chunyu Kit, Building a Chinese Collocation Bank, International Journal of Computer Processing of Oriental Languages, vol.22, no.2, 2009 

Kam-Fai Wong, Yunqing Xia, Ruifeng Xu, Mingli Wu and Wenjie Li, Pattern-based Opinion Mining for Stock Market Trend Prediction, International Journal of Computer Processing of Oriental Languages, Vol. 21, No. 4, pp.347-362, 2008 

Ruifeng Xu, Qin Lu, Yin Li, and Wanyin Li, The Design and Construction of the PolyU Shallow Treebank, International Journal of Computational Linguistics and Chinese Language Processing, Vol.10, no.3, 2005 

Ruifeng Xu, Daniel Yeung and Daming Shi, A Hybrid Post-processing System for Offline Handwritten Chinese Character Recognition based on a Statistical Language Model. International Journal of Pattern Recognition and Artificial Intelligence, vol. 19, no. 3, pp. 415-428, 2005 (SCI IDS:936JL) (EI Compendex 2005219116009) 

Wanyin Li, Qin Lu and Ruifeng Xu, Similarity based Chinese Synonyms Collocation Extraction, International Journal of Computational Linguistics and Chinese Language Processing, vol.10, no.1, pp.123-144, 2005 

Ruifeng Xu, Daniel Yeung, Wenhao Shu, and Jiafeng Liu, A Hybrid Post-processing System for Handwritten Chinese Character Recognition, International Journal of Pattern Recognition and Artificial Intelligence, vol. 16, no. 6, pp. 657-680, 2002 (SCI IDS: 606XB 4 Citation) (EI Compendex 2002487249391) 

Daming Shi, Wenhao Shu, and Ruifeng Xu, An Extension Matrix Algorithm for Multi-class Problem with Joint Area, Journal of Software, Vol. 10, No.9, pp.889-995, 1999 (In Chinese) (EI Compendex 2000455310296) 

Yang Lu, Fusi Wang, Tiecai Li and Ruifeng Xu, The Design of A PDA Software Development Platform, Journal of Microprocessor, Vol. 1997, No. 3, 1997 (In Chinese) 

Fusi Wang, Yue Shu, Datong Chen and Ruifeng Xu, Automatic Assemble Language Program Translation System, Journal of Microprocessor, Vol. 1996, No. 2, pp.49-52, 1996 (In Chinese) 

Book Chapters (2 SCI indexed, 3 EI Compendex indexed) 

Ruifeng Xu, Kam-Fai Wong, Qin Lu, Yunqing Xia, Learning Multi Linguistic Knowledge for Opinion Analysis, in Lecture Notes in Computer Science 5226, Springer, 2008, pp.993-1000 (EI Compendex 20084811748318) 

Guohong Fu, Kang-Kwong Luke, Guodong Zhou, Ruifeng Xu, Automatic Expansion of Abbreviations in Chinese News Text, in Lecture Notes in Computer Science 4182, Springer, 2006, pp.530-536 (SCI IDS: BFG22)(EI Compendex 20064810275736) 

Ruifeng Xu, Kam-Fai Wong, Qin Lu, Wenjie Li, An Improved Method for Finding Bilingual Collocation Correspondences from Monolingual Corpora, in Lecture Notes in Computer Science 4285, Springer, 2006, pp.51-62 

Wei Gao, Kam-Fai Wong, Yunqing Xia, Ruifeng Xu, Clique Percolation Method for Finding Naturally Cohesive and Overlapping Document Clusters, in Lecture Notes in Computer Science 4285, Springer, 2006, pp.97-108 

Ruifeng Xu and Qin Lu, A Multi-stage Collocation Extraction System, in Lecture Notes in Artificial Intelligence 3930, Springer, 2006, pp.740-749 (SCI IDS: BEN35) (EI Compendex 20062810000638)

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