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清华大学中国语言文学系导师教师师资介绍简介-江铭虎

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姓  名:江铭虎性  别:男籍  贯:江苏苏州邮  箱:jiang.mh@tsinghua.edu.cn研 究 室:文北楼306




 研究方向:自然语言处理,脑与语言认知,模式识别与人工智能主讲课程:《自然语言处理》、《神经网络及应用》、《实验语音学》、《脑与语言认知》 主要经历:1980年9月-1984年7月,山东(工业)大学电子工程系无线电技术专业本科,获工学学士学位,校优秀毕业生。1985年9月-1989年7月,山东(工业)大学电子工程系工业自动化专业在职攻读硕士学位,研究方向为数字信号处理。1989年9月-1995年2月,任山东(工业)大学电子工程系讲师,硕士生副导师。1995年2月-1998年4月在北京交通大学计算机学院信息科学研究所信号与信息处理专业攻读博士学位,师从我国著名袁保宗教授。读博期间曾获德国西门子奖学金、优秀博士生奖学金。研究方向为神经网络信息处理。1998年4月-2000年4月为清华大学计算机科学与技术系智能技术与系统国家重点实验室博士后,合作导师:张钹教授(中国科学院院士)和朱小燕教授。2000年5月至今,任清华大学人文学院计算语言学副教授(2000)、教授(2006)、博士生导师(2008)。2000年12月-2001年12月,比利时鲁汶天主教大学电机工程系博士后研究员,合作导师:IEEE Fellow, Prof. Georges Gielen.2005年7月-2005年9月,德国海德堡大学医学院交叉学科计算中心客座教授。社会兼职:Member & Chartered Electrical Engineer of IEE(The Institution of Electrical Engineers,英国跨国电机工程师学会注册工程师)IEEE Member。1997年IEEE International Conference on Intelligent Processing Systems语音处理分会主席2002年IEEE International Conference on Signal Processing人工智能分会主席2003 年IEEE International Conference on Natural Language Processing and Knowledge Engineering 语音处理分会主席2003 年IEEE International Conference on Neural Networks & Signal Processing神经网络应用分会主席2004年IEEE International Conference on Signal Processing应用分会主席2006年Third International Symposium on Neural Networks数据预处理分会主席2006年IEEE International Conference on Signal Processing应用分会主席2008年IEEE International Conference on Signal Processing人工智能和神经网络分会主席2012年IEEE International Conference on Signal Processing应用分会主席2013 IET 5th International Conference on Wireless, Mobile and Multimedia Networks分会主席中美两国教育部网络语言教学项目专家组成员。中国科学院自动化研究所模式识别国家重点实验室客座研究员下列基金等评审专家:《国家自然科学基金》《霍英东青年科学基金》《国家社会科学基金》《教育部博士点基金》《中国博士后基金》《教育部人文社科研究项目》《北京市及各省自然科学基金》《国家科学技术进步奖》下列杂志的审稿人,累计审稿百余篇:《IEEE Transactions on Neural Networks》(国际SCI杂志)《Integration- The VLSI Journal》(国际SCI杂志)《Journal of the Franklin Institute》(国际SCI杂志)《Journal of Visual Communication and Image Representation》(国际SCI杂志)《International Journal Artificial Intelligence in Medicine》(国际SCI杂志)《Neural Computation》(国际SCI杂志)《Journal of Computer Science and Technology》(计算机学报英文版SCI杂志)《Tsinghua Science and Technology》(清华大学学报自然科学英文版EI杂志)《科学通报》(SCI 杂志)《电子学报》(EI杂志)《计算机研究与发展》(EI杂志)《中文信息学报》《电路与系统学报》《清华大学学报》(自然科学版EI杂志)《中国邮电高校学报(英文版)》(EI杂志)获奖情况:[1].1989年获山东省教委科技进步一等奖[2].1989年获山东省科委科技发明三等奖[3].1998年获海峡两岸五所交通大学优秀博士论文奖(每校信息科学和经济学各一名)[4].2000年获全国优秀博士后论文奖[5].2001年-2007年连续七年获清华大学SCI论文奖励[6].2003年获“清华之友”教师奖励金[7]. 2003年获清华大学SRT优秀成果一等奖[8].2004年获清华大学“学术新人奖”[9]. 2006年获清华大学优秀硕士论文指导教师[10].2010年获IEEE Award in recognition of the contributions to ICSP.近年来主持科研情况:[1] 中国博士后科学基金项目“盲人人机信息交互系统中若干关键技术的研究”, 2000年10月获全国优秀博士后论文奖(计算机与信息领域,1998年8月-2000年8月)。[2] 比利时鲁汶大学博士后基金项目“神经网络语言信息处理”,(2000年12月-2001年12月)。[3] 清华大学985基础研究基金“基于内容的受限汉语信息处理和语义理解研究”(与电子系合作课题,2000年11月-2002年11月)。[4] 教育部留学回国人员科研启动基金“对话语料库与知识获取关键词的研究”,(2002年9月-2005.8)。[5] 清华大学985基础研究基金“因特网信息智能检索系统关键技术的研究”(与电子系合作课题,2002年11月-2004年11月)。[6] 清华大学985研究生精品课建设《自然语言处理与研究》(2002年10-2005年10月)。[7] 教育部优秀青年教师资助计划项目“基于知识获取和语义分析的甲骨文辨识理解的研究”,(2003年1月-2005年12月)[8] 清华大学985基础研究基金“基于规范文本知识挖掘、获取和处理的研究”,(与电子系合作课题,2003年11月-2005年11月)。[9] 中国科学院模式识别国家重点实验室开放基金“文本分类与知识挖掘理论与方法的研究”(2004年8月-2006年7月)。[10] 清华大学认知科学创新基地子课题“基于概念统计和语义层次分析的自动文本分类研究”(2005年1月-2007年12月)[11] 国家自然科学基金项目“基于认知机理和语义层次的文本分类方法研究”(Grant No.:**,2007年1月-2009年12月)[12] 中国科学院模式识别国家重点实验室开放基金“基于脑认知机理的文本分类理论与方法的研究”(2008年8月-2010年12月)。[13] 国家自然科学基金项目“ 新型系统生物学与肿瘤血管新生药物靶标建模” (Grant No.: **,合作方负责人,2009年1月-2011年12月)[14] 教育部哲学社会科学研究重大课题攻关项目“当代认知科学重大理论和应用研究”子课题,Grant No.: 07JZD0005,2007-2011。[15] 清华大学人文社科振兴基金“脑与语言认知”(2010WKHQ009)2011年1月-2012年12月。[16] 中国科学院模式识别国家重点实验室开放基金“基于脑语言认知机理的动态特征提取及分布式机器学习的研究”(2011年1月-2012年12月)。[17] 国家自然科学基金项目“基于语用信息的交互行为与语言特征的建模研究”(Grant No.: **,2012年1月-2015年12月) 。[18] 清华大学自主科研项目“跨媒体分布式垂直搜索及舆情分析的关键技术”(与电子系合作课题,2011.11-2014.12)。[19] 清华大学自主科研项目“基于大规模语料库的社会语用信息网的构建”(2011.11-2014.12)。[20] 国家自然科学重点基金项目“汉语认知加工机制与计算模型”(Grant No.: **,2015年1月-2019年12月,与中科院软件所和北京大学计算语言所合作项目)[21] 2014年度国家社科基金重大项目(第二批)“汉语非字面语言大脑加工的神经机制研究”(Grant No.: 14ZDB154,2015.1-2018.12)代表性著作[1] Lin Wang, Juxiang Huang, Minghu Jiang. TERF1/USP14/CCRK/BEST1-repressive microtube in human left hemisphere. LAMBERT Academic Publishing, Germany, 2015.(英文学术专著), ISBN 978-3-659-67393-1[2] Lin Wang, Juxiang Huang, Minghu Jiang. IGHD/BIK/EGFR/SPINK1/CCNA2-repressive mechanism in lung adenocarcinoma. LAMBERT Academic Publishing, Germany, 2015. (英文学术专著)ISBN 978-3-659-67099-2[3] 江铭虎、王琳等编译,《脑与语言认知》,清华大学出版社,2013, ISBN 97[4] Lin Wang, Wolfl Stefan, Minghu Jiang: New Antibody Microarray Tube for Cellular Localization and Signaling Pathways, Springer-Verlag GmnH, Berlin/ Heidelberg, Tsinghua University Press, 2008 (英文学术专著,获2007年度国家科学技术出版基金资助,资助号:2007-F008), ISBN 978-3-540-74341-5(ebook), ISBN 978-3-540-74340-8 (print book), Since its online publication there has been a total of 1,628 chapter downloads for our eBook on SpringerLink.[5] 江铭虎主编,《自然语言处理》,高等教育出版社,2007年,ISBN 7-04-010214-7。 主要论文:代表性学术论文:[1] Liu Ding, Xiaofang Yang, Jiang Minghu. A novel text classifier – based on quantum computation. Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pages 484–488, Sofia, Bulgaria, August 4-9, 2013. EI检索号Accession number: 20**2, 计算语言学顶会论文[2] Renkui Hou, Minghu Jiang. Analysis on Chinese quantitative stylistic features based on text mining. Literary and Linguistic Computing: Digital Scholarship in the Humanities, 2014, p1-11. Article Doi: 10.1093/llc/fqu067 (SSCI影响因子0.475)[3] Renkui Hou, Jiang Yang, Minghu Jiang. A Study on Chinese Quantitative Stylistic Features and Relation among Different Styles Based on Text Clustering. Journal of Quantitative Linguistics, 2014, 21(3): 246-280. (SSCI影响因子0.455)[4] Mingzhe Jin, Minghu Jiang, Text Clustering on Authorship Attribution Based on Features of Punctuation Usage in Chinese. Information: an International Interdisciplinary Journal, 2013, Vol. 16, No. 7(B), p4983-4990. SCI影响因子0.358, 被引 次,Web of Science: 次[5] Minghu Jiang, Georges Gielen, “Analysis of Quantization Effects on High-Order Function Neural Networks”, Applied Intelligence, Vol. 28, No.1, p51-67, Springer, 2008. SCI检索号IDS Number: 246GG, EI检索号Accession number: , SCI影响因子1.88, 被引2次, Web of Science: 1次(SCI之4区杂志)[6] Lin Wang, Minghu Jiang, et al, “A Comparative Study on Clustering Methods for Molecular Data” International Journal of Neural Systems (IJNS), 17(6): 447-458, 2007, SCI和EI同时检索(SCI IDS 号: 246QD, EI检索号Accession number:) SCI影响因子4.237, 被引6次, Web of Science: 4次(SCI之1区杂志)[7] Shasha Liao, Minghu Jiang, “A New Feature Selection Method Based on Concept Extraction in Automatic Chinese Text Classification”, New Mathematics & Natural Computing Journal, 2007, Vol. 3, No.3, p.331-347, Maths检索,被引3次[8] Minghu Jiang, Georges Gielen, “The Effects of Quantization on Multilayer Feedforward Neural Networks”, International Journal of Pattern Recognition and Artificial Intelligence, 2003, Vol. 17 No. 4, p 637-661, SCI检索号IDS Number: 698VZ,EI检索号Accession number: . SCI影响因子0.660(SCI之4区杂志)被引2次, Web of Science: 2次[9] Minghu Jiang et al, “Fast Learning Algorithms for Feedforward Neural Networks,” Applied Intelligence, 2003, Vol.18, No.1, p.37-54, SCI影响因子1.85. SCI检索号IDS Number: 612TA,EI检索号Accession number: . 被引18次, Web of Science: 5次(SCI之4区杂志)[10] Minghu Jiang, et al “Wavelet neural networks for Adaptive Equalization”, Chinese Journal of Electronics, 2003, Vol. 12, No.4, p522-526, SCI检索号IDS Number:730EZ,EI检索号Accession number: , (SCI之4区杂志)被引1次[11] Minghu Jiang et al, “A Fast Learning Algorithms of Time-Delay Neural Networks”, Information Sciences, Vol.148/ Issue 1-4, pp.27-39, DEC/2002, SCI和EI同时检索(SCI检索号IDS Number: 623HJ,EI检索号Accession number: ). SCI影响因子3.291,被引频次: 13, Web of Science: 8次(SCI之2区杂志)[12] Minghu Jiang, et al, “Braille to Print Translations for Chinese” Information and Software Technology, 2002, Vol. 44, No.2, p.91-100, SCI和SSCI检索号IDS Number: 534GD, EI检索号Accession number: . SCI影响因子1.821,被引频次: 20, Web of Science: 5次(SCI之3区杂志)[13] Minghu Jiang, et al, “A Hybrid Algorithms of Global Optimization of Dynamic Learning Rate for Feedforward Neural Networks” Chinese Journal of Electronics, 2001, Vol.10, No.2, p.214-218, SCI检索(SCI检索号IDS Number: 428WU)。(SCI之4区杂志)[14] Minghu Jiang, et al, “Wavelet Neural Networks for Adaptive Equalization by the Orthogonal Least Squares Algorithm” Tsinghua Science and Technology(清华大学学报自然科学英文版), 2004, Vol.9, No.1, p24-29&37, EI检索号Accession number: 。[15] Minghu Jiang et al, “The Research of Speech Recognition and Understanding Model with Hierarchical Information Feedback”, Journal of Electronics, 1999, Vol.16, No.3. p208-214。[16] Lin Wang, L Sun, Juxiang Huang, Minghu Jiang," Cyclin-dependent kinase inhibitor 3 (CDKN3) novel cell cycle computational network between human non-malignancy associated hepatitis ?cirrhosis and hepatocellular carcinoma (HCC) transformation", Cell Proliferation 2011, 44(3): 291-299, SCI IDS 号: 756CM, SCI影响因子2.742, 被引20次,Web of Science: 14次[17] Lingjun Sun ? Lin Wang ? Minghu Jiang, et al, “Glycogen Debranching Enzyme 6 (AGL), Enolase 1 (ENOSF1), Ectonucleotide Pyrophosphatase 2 (ENPP2_1), Glutathione S-Transferase 3 (GSTM3_3) and Mannosidase (MAN2B2) Metabolism Computational Network Analysis Between Chimpanzee and Human Left Cerebrum”, Cell Biochem Biophys, 2011,61(3): 493-505, DOI 10.1007/ s12013-011-9232-2,SCI IDS 号: 849ZE, SCI影响因子4.312, 被引18次,Web of Science: 13次[18] Lin Wang, Juxiang Huang, Minghu Jiang, Lingjun Sun, "Survivin (BIRC5) Cell Cycle Computational Network in Human No-Tumor Hepatitis/Cirrhosis and Hepatocellular Carcinoma Transformation", Journal of Cellular Biochemistry, 2011, 12(5): 1286-1294, JCB-10-0560.R3(23030), SCI IDS 号: 748AH, SCI影响因子3.122, 被引24次,Web of Science: 16次[19] J. Huang, Lin Wang, Minghu Jiang. Interferon α-Inducible Protein 27 Computational Network Construction and Comparison between the Frontal Cortex of HIV Encephalitis (HIVE) and HIVE-Control Patients. The Open Genomics Journal 2010. Vol. 3(1875- 693X/10): p. 1-8. 被引22次[20] Lin Wang, Juxiang Huang, Minghu Jiang, MYBPC1 Computational Phosphoprotein Network Construction and Analysis between Frontal Cortex of HIV encephalitis (HIVE) and HIVE-Control Patients, Cellular and Molecular Neurobiology, 2011, 31(2): 233-241, DOI 10.1007/s10571-010- 9613-x, SCI IDS 号: 726VC, SCI影响因子2.423,被引19次,Web of Science: 次被引11次[21] Lin Wang, Juxiang Huang, Minghu Jiang, CREB5 Computational Regulation Network Construction and Analysis between Frontal Cortex of HIV encephalitis (HIVE) and HIVE- Control Patients. Cell Biochem Biophys, 2011, 60(3): 199-207, DOI 10.1007/s12013-010- 9140-x, SCI IDS 号: 775RD, SCI影响因子4.312, 被引17次,Web of Science: 11次[22] Juxiang Huang, Lin Wang, Minghu Jiang, TNFRSF11B computational development network construction and analysis between frontal cortex of HIV encephalitis (HIVE) and HIVE-control patients, Journal of inflammation, 2010, Vol.7, No. 1, 50-th, p.1-8. SCI IDS 号: 664LX SCI影响因子2.017, 被引20次,Web of Science: 10次[23] Lin Wang, Juxiang Huang, Minghu Jiang, RRM2 Computational Phosphoprotein Network Construction and Analysis between No-Tumor Hepatitis/Cirrhotic Liver Tissues and Human Hepatocellular Carcinoma (HCC), Cellular Physiology and Biochemistry, 2010, 26(3): 303-310, SCI IDS 号: 642SC, SCI影响因子3.585, 被引26次,Web of Science: 9次[24] Lin Wang, Juxiang Huang, Minghu Jiang, AFP computational secreted network construction and analysis between human hepatocellular carcinoma (HCC) and no-tumor hepatitis/cirrhotic liver tissues , Tumor Biology, 2010, 31(5): 417-425, DOI:10.1007/s13277-010-0050-8, SCI IDS 号: 657PA, SCI影响因子2.026, 被引32次,Web of Science: 13次。[25] Ying Sun, Lin Wang, Minghu Jiang, “Secreted Phosphoprotein 1 Upstream Invasive Network Construction and Analysis of Lung Adenocarcinoma Compared with Human Normal Adjacent Tissues by Integrative Biocomputation" Cell Biochemistry and Biophysics, 2010, 56(2-3): 59-71. SCI影响因子4.312 SCI IDS号: 575RL, 被引34次,Web of Science: 18次[26] Lin Wang, Ying Sun, Minghu Jiang, “FOS Proliferating Network Construction in Early Colorectal Cancer (CRC) Based on Integrative Significant Function Cluster and Inferring Analysis”, Cancer Investigation. 2009, 27(8): 816-824, SCI影响因子2.390, SCI检索号IDS Number: 490XY, 被引37次,Web of Science: 27次[27] Lin Wang, Ying Sun and Minghu Jiang, “Integrative decomposition procedure and Kappa statistics for the distinguished single molecular network construction and analysis”, Journal of Biomedicine and Biotechnology. 2009, Article ID 726728, 6 pages doi:10.1155/ 2009/ 726728. SCI IDS 号: 441EF, SCI影响因子1.750, 被引33次,Web of Science: 18次[28] Lin Wang, Juxiang Huang, Minghu Jiang, Hong Lin. Signal Transducer and Activator of Transcription 2 (STAT2) Metabolism Coupling Postmitotic Outgrowth to Visual and Sound Perception Network in Human Left Cerebrum by Biocomputation. JOURNAL OF MOLECULAR NEUROSCIENCE, 2012, 47: 649-658, DOI 10.1007/s12031-011-9702-4 SCI影响因子2.922,被引15次,Web of Science: 10次[29] Lin Wang, Juxiang Huang, Minghu Jiang and Hong Lin, ALK Folic Acid Transport and Integrin Signal Induced-Angiogenesis Network in Human Hepatocellular Carcinoma (HCC) by Systems- Theoretical Analysis, Molecular Biology 2012, April, 13, 1(1) :1-5. http://dx.doi.org/10.4172/mbl.**,[30] Lin Wang, Juxiang Huang, Minghu Jiang, "Tissue-specific transplantation antigen P35B (TSTA3) immune response–mediated metabolism coupling cell cycle to postreplication repair network in no-tumor hepatitis/cirrhotic tissues (HBV or HCV infection) by biocomputation, Immunologic Research: 2012, 52(3): 258-268. SCI IDS 号: 943HD, SCI影响因子3.383, 被引9次,Web of Science: 7次[31] Juxiang Huang, Lin Wang, Minghu Jiang, PTHLH Coupling Upstream Negative Regulation of Fatty Acid Biosynthesis and Wnt Receptor Signal to Downstream Peptidase Activity-Induced Apoptosis Network in Human Hepatocellular Carcinoma (HCC) by Systems-Theoretical Analysis. Journal of Receptors and Signal Transduction, 2012, 32(5): 250-256, SCI影响因子 1.630, SCI检索号IDS Number: 008JQ被引7次,Web of Science: 6次[32] Juxiang Huang, Lin Wang, Minghu Jiang, Parathyroid Hormone-Like Hormone (PTHLH) Feedback Mitosis to Downstream DNA Replication Coupling Postreplication Repair-induced Cell Proliferation Network in No-Tumor Hepatitis/Cirrhotic Tissues (HBV or HCV infection) by Systems-Theoretical Analysis, Molecular Biology (OMICS), 2012, 1(2): 1-6.[33] Lianxiu Qi, Lin Wang, Minghu Jiang, Juxiang Huang, Hong Lin. Cytosolic Iron-Sulfur Protein Assembly 1 (CIAO1) Downstream Activation of Phospholipase A2 and Hormone-Mediated Signaling-Induced Cell Death Network in Human Hepatocellular Carcinoma (HCC) by Systems-Theoretical Analysis. Molecular Biology (OMICS) 2012, 1(2): 7-11.[34] Lin Hong, Wang, L., Jiang, Huang, J., M., Lin, H., Lianxiu, Q., Haijing, W. P-glycoprotein (ABCB1) Inhibited Network of Mitochondrion Transport along Microtubule and BMP Signal-Induced Cell Shape in Chimpanzee Left Cerebrum by Systems-Theoretical Analysis, Cell Biochemistry and Function, 2012, 30(7): 582-587, SCI影响因子1.651被引6次,Web of Science: 5次[35] Lin Wang, Haijing Wu, Minghu Jiang, Juxiang Huang, et al, Differential Differentiation-and Survival and Invasion-related T-/Hcadherin (CDH13) Computational Downstream Network from No-Tumor Hepatitis/Cirrhosis (HBV or HCV infection) to Human Hepatocellular Carcinoma (HCC) Malignant Transformation, Journal of Molecular Biomarkers & Diagnosis, 2012, 3(4): 1-7, http://dx.doi.org/10.4172/2155-9929.**被引1次,Web of Science: 次[36] Qi, L., L. Wang, J. Huang, M. Jiang, H. Diao, H. Zhou, X. Li, and Z. Jiang. Activated amelogenin Y-linked (AMELY) regulation and angiogenesis in human hepatocellular carcinoma by biocomputation, ONCOLOGY LETTERS, 2013, Vol. 5, No.3, p1075-1079 SCI影响因子0.237, 被引 次,Web of Science: 次[37] Wang, L., Huang, J., Jiang, M., Inhibited PTHLH downstream leukocyte adhesion-mediated protein amino acid N-linked glycosylation coupling Notch and JAK-STAT cascade to iron-sulfur cluster assembly-induced aging network in no-tumor hepatitis/cirrhotic tissues (HBV or HCV infection) by systems-theoretical analysis, Integrative Biology, 2012, 4: 1256-1262, SCI影响因子4.321, SCI检索号IDS Number:010XK, 被引7次,Web of Science: 6次[38] L. Wang, J. Huang, M. Jiang, H. Lin, L. Qi, H. Diao, Activated PTHLH Coupling Feedback Phosphoinositide to G-protein Receptor Signal-Induced Cell Adhesion Network in Human Hepatocellular Carcinoma by Systems-Theoretical Analysis. The Scientific World Journal. 2012, Article ID 428979, 7 pages, doi:10.1100/2012/428979. SCI影响因子1.730SCI检索号IDS Number: 003IS,被引8次,Web of Science: 7次[39] Huilei Zhou, Lin Wang, Juxiang Huang, Minghu Jiang, et al. High EGFR_1 inside-out activated inflammation-induced motility through SLC2A1- CCNB2- HMMR- KIF11- NUSAP1- PRC1- UBE2C. Journal of Cancer. 2015, 6(6): 519-524. doi: 10.7150/jca.11404 SCI影响因子2.639[40] Wang, L., J. Huang, M. Jiang, H. Diao, H. Zhou, X. Li, Q. Chen, Z. Jiang, H. Feng, and S. Wolfl. "Cartilage oligomeric matrix protein (COMP)-mediated cell differentiation to proteolysis mechanism networks from human normal adjacent tissues to lung adenocarcinoma", Analytical Cellular Pathology, 36: 93–105, 2013. SCI影响因子1.771, 被引 次,Web of Science: 次[41] Diao, H., L. Wang, J. Huang, M. Jiang, H. Zhou, X. Li, Q. Chen, Z. Jiang, and H. Feng, BRCA1‐Mediated Inflammation and Growth Activated & Inhibited Transition Mechanisms Between No‐Tumor Hepatitis/Cirrhotic Tissues and HCC. Journal of Cellular Biochemistry, 115: 641–650, 2014. 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