大数据挖掘、人工智能与管理、知识工程、能源环境政策、决策支持系统

要求理工科背景，善于数学建模与计算机编程，英语读写能力突出。

120100-管理科学与工程

大数据分析，管理信息系统，知识工程，能源环境

2004-02--2007-07   浙江大学   博士

   

2018-07~现在, 中国科学院科技战略咨询研究院, 研究员
2016-02~2018-07,中国科学院科技政策与管理科学研究所, 副研究员
2012-02~2016-01,中国科学院科技政策与管理科学研究所, 副研究员
2009-08~2010-03,NEC中国研究院, 高级访问学者
2008-01~2009-12,清华大学, 博士后

2020-01-01-2025-01-01,中国系统工程学会能源资源系统工程理事, 常务理事
2019-11-01-2024-11-01,中国优选法统筹法与经济数学研究会（“双法研究会”）理事, 理事
2019-11-01-2024-11-01,“双法研究会”管理决策与信息系统, 秘书长
2019-06-01-2021-06-01,《计算机集成制造系统》理事会, 常务理事
2019-06-01-2024-06-01,“双法研究会”低碳发展管理委员会, 副秘书长
2017-11-01-今,《中阿科技论坛》 期刊, 编委
2017-06-01-今,中国工业技术软件化产业联盟, 副秘书长

数字创新创业：理论、方法和实践

   

（ 1 ） 后置数据访问过滤器和过滤方法, 发明, 2013, 第 1 作者, 专利号: ZL200510061382X
（ 2 ） 分布式知识管理集成系统和方法, 发明, 2009, 第 2 作者, 专利号: ZL200510061382X
（ 3 ） 一种基于指标体系谈判的群决策系统与方法, 发明, 2018, 第 1 作者, 专利号: 20181 1433140.2
（ 4 ） 一种有限知识集再组合并分布萃取的 学习与应用系统方法, 发明, 2018, 第 1 作者, 专利号: ZL201610546679.3

   

[1] Cai, Liya, Luo, Ji, Wang, Minghui, Guo, Jianfeng, Duan, Jinglin, Li, Jingtao, Li, Shuo, Liu, Liting, Ren, Dangpei. Pathways for municipalities to achieve carbon emission peak and carbon neutrality: A study based on the LEAP model. ENERGY[J]. 2023, 262: http://dx.doi.org/10.1016/j.energy.2022.125435.
[2] Wu, Yingwen, Gu, Fu, Ji, Yangjian, Ma, Shaochao, Guo, Jianfeng. Electric vehicle adoption and local PM2.5 reduction: Evidence from China. JOURNAL OF CLEANER PRODUCTION[J]. 2023, 396: http://dx.doi.org/10.1016/j.jclepro.2023.136508.
[3] Liu, Yangshengyan, Gu, Fu, Wu, Yijie, Gu, Xinjian, Guo, Jianfeng. A metrics-based meta-learning model with meta-pretraining for industrial knowledge graph construction. COMPUTERS IN INDUSTRY[J]. 2022, 143: http://dx.doi.org/10.1016/j.compind.2022.103753.
[4] Liu, Yangshengyan, Gu, Fu, Gu, Xinjian, Wu, Yijie, Guo, Jianfeng, Zhang, Jin. Resource Recommendation Based on Industrial Knowledge Graph in Low-Resource Conditions. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS[J]. 2022, 15(1): https://doaj.org/article/08b801b305e647fdbd82ea1a126eda7f.
[5] Jianfeng Guo, Chao Deng, Fu Gu. Vaccinations, Mobility and COVID-19 Transmission. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH[J]. 2021, 19(97): https://doaj.org/article/d97e1c7317314880a34b92eb7fd20b20.
[6] Xie, Mengmeng, Ding, Lin, Xia, Yan, Guo, Jianfeng, Pan, Jiaofeng, Wang, Huijuan. Does artificial intelligence affect the pattern of skill demand? Evidence from Chinese manufacturing firms. ECONOMIC MODELLING[J]. 2021, 96(1): 295-309, http://dx.doi.org/10.1016/j.econmod.2021.01.009.
[7] Gu, Fu, Wu, Yingwen, Hu, Xinyu, Guo, Jianfeng, Yang, Xiaohan, Zhao, Xinze. The Role of Conspiracy Theories in the Spread of COVID-19 across the United States. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH[J]. 2021, 18(7): https://doaj.org/article/20022158aa904dffbe69d402151ff476.
[8] Guo, Jianfeng, Zhang, Xuemei, Gu, Fu, Zhang, Hanqi, Fan, Ying. Does air pollution stimulate electric vehicle sales? Empirical evidence from twenty major cities in China. JOURNAL OF CLEANER PRODUCTION[J]. 2020, 249: http://dx.doi.org/10.1016/j.jclepro.2019.119372.
[9] Gu, Fu, Wang, Jiqiang, Guo, Jianfeng, Fan, Ying. Dynamic linkages between international oil price, plastic stock index and recycle plastic markets in China. INTERNATIONAL REVIEW OF ECONOMICS & FINANCE[J]. 2020, 68: 167-179, http://dx.doi.org/10.1016/j.iref.2020.03.015.
[10] Wang, Jiqiang, Gu, Fu, Liu, Yingpeng, Fan, Ying, Guo, Jianfeng. An Endowment Effect Study in the European Union Emission Trading Market based on Trading Price and Price Fluctuation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH[J]. 2020, 17(9): https://doaj.org/article/86e78857c6414cf08d6ca7a3a3af2ee2.
[11] Jianfeng Guo, Fu Gu, Yinpeng Liu, Xi Liang, Jianlei Mo, Ying Fan. Assessing the impact of ETS trading profit on emission abatements based on firm-level transactions. NATURE COMMUNICATIONS[J]. 2020, 11(1): http://dx.doi.org/10.1038/s41467-020-15996-1.
[12] Wang, Zhiguo, Lv, Jingxiang, Gu, Fu, Yang, Jie, Guo, Jianfeng. Environmental and economic performance of an integrated municipal solid waste treatment: A Chinese case study. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2020, 709: http://dx.doi.org/10.1016/j.scitotenv.2019.136096.
[13] Wu, Yingwen, Gu, Fu, Ji, Yangjian, Guo, Jianfeng, Fan, Ying. Technological capability, eco-innovation performance, and cooperative R&D strategy in new energy vehicle industry: Evidence from listed companies in China. JOURNAL OF CLEANER PRODUCTION[J]. 2020, 261: http://dx.doi.org/10.1016/j.jclepro.2020.121157.
[14] Jiang, Wuhao, Wang, Kai, Lv, Yan, Guo, Jianfeng, Ni, Zhongjin, Ni, Yihua. Time series based behavior pattern quantification analysis and prediction - A study on animal behavior. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2020, 540: http://dx.doi.org/10.1016/j.physa.2019.122884.
[15] 谢萌萌, 夏炎, 潘教峰, 郭剑锋. 人工智能、技术进步与低技能就业——基于中国制造业企业的实证研究. 中国管理科学[J]. 2020, 28(12): 54-66, http://lib.cqvip.com/Qikan/Article/Detail?id=7104062863.
[16] Yang, Jie, Gu, Fu, Guo, Jianfeng. Environmental feasibility of secondary use of electric vehicle lithium-ion batteries in communication base stations. RESOURCES CONSERVATION AND RECYCLING[J]. 2020, 156: http://dx.doi.org/10.1016/j.resconrec.2020.104713.
[17] Jianfeng Guo, Jiaofeng Pan, Jianxin Guo, Fu Gu, Jari Kuusisto. Measurement framework for assessing disruptive innovations. TECHNOLOGICAL FORECASTING & SOCIAL CHANGE. 2019, 139: 250-265, http://dx.doi.org/10.1016/j.techfore.2018.10.015.
[18] 朱建楠, 梁玉琦, 顾复, 郭剑锋, 顾新建. 基于深度学习的机械智能制造知识问答系统设计. 计算机集成制造系统[J]. 2019, 25(5): 1161-1168, http://lib.cqvip.com/Qikan/Article/Detail?id=7002107354.
[19] Lv, Jingxiang, Gu, Fu, Zhang, Wujie, Guo, Jianfeng. Life cycle assessment and life cycle costing of sanitary ware manufacturing: A case study in China. JOURNAL OF CLEANER PRODUCTION[J]. 2019, 238: http://dx.doi.org/10.1016/j.jclepro.2019.117938.
[20] Yang, Jie, Gu, Fu, Guo, Jianfeng, Chen, Bin. Comparative Life Cycle Assessment of Mobile Power Banks with Lithium-Ion Battery and Lithium-Ion Polymer Battery. SUSTAINABILITY[J]. 2019, 11(19): https://doaj.org/article/81034bfff72d49e0a56858ff75213fdf.
[21] Hanqi Zhang, Jianfeng Guo, Chao Deng, Ying Fan, Fu Gu. Can Video Surveillance Systems Promote the Perception of Safety? Evidence from Surveys on Residents in Beijing, China. SUSTAINABILITY[J]. 2019, 11(6): https://doaj.org/article/939a828936d74521aeeacf440fa69c12.
[22] 谢萌萌, 夏炎, 潘教峰, 郭剑锋. 人工智能、技术进步与低技能就业——基于中国制造业企业的实证研究. 中国管理科学. 2019, 13-, [[["https://nxgp.cnki.net/kcms/detail?dbcode=CJFQ&dbname=CJFDAUTO&filename=ZGGK202012006&v=MjgwMzBITnJZOUZZb1I4ZVgxTHV4WVM3RGgxVDNxVHJXTTFGckNVUjd1Zlp1Wm9GaWptVmJyT1B5ck1aYkc0SE4="]]].
[23] Ma, ShaoChao, Fan, Ying, Guo, JianFeng, Xu, JinHua, Zhu, Jiannan. Analysing online behaviour to determine Chinese consumers' preferences for electric vehicles. JOURNAL OF CLEANER PRODUCTION[J]. 2019, 229: 244-255, http://dx.doi.org/10.1016/j.jclepro.2019.04.374.
[24] Zheng, Fanying, Gu, Fu, Zhang, Wujie, Guo, Jianfeng. Is Bicycle Sharing an Environmental Practice? Evidence from a Life Cycle Assessment Based on Behavioral Surveys. SUSTAINABILITY[J]. 2019, 11(6): https://doaj.org/article/15b97021df9a49d2ad68ece48531a13b.
[25] Wang, Jiqiang, Gu, Fu, Liu, Yinpeng, Fan, Ying, Guo, Jianfeng. Bidirectional interactions between trading behaviors and carbon prices in European Union emission trading scheme. JOURNAL OF CLEANER PRODUCTION[J]. 2019, 224: 435-443, http://dx.doi.org/10.1016/j.jclepro.2019.03.264.
[26] Guo, Jianfeng, Pan, Jiaofeng, Guo, Jianxin, Gu, Fu, Kuusisto, Jari. Measurement framework for assessing disruptive innovations. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE[J]. 2019, 139: 250-265, http://dx.doi.org/10.1016/j.techfore.2018.10.015.
[27] Gu, Fu, Guo, Jianfeng, Hall, Philip, Gu, Xinjian. An integrated architecture for implementing extended producer responsibility in the context of Industry 4.0. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH[J]. 2019, 57(5): 1458-1477, http://dx.doi.org/10.1080/00207543.2018.1489161.
[28] Gu, Fu, Zhang, Wujie, Guo, Jianfeng, Hall, Philip. Exploring "Internet plus Recycling": Mass balance and life cycle assessment of a waste management system associated with a mobile application. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2019, 649: 172-185, https://www.webofscience.com/wos/woscc/full-record/WOS:000446076500016.
[29] Fu Gu, Wujie Zhang, Jianfeng Guo, Philip Hall. Exploring "Internet+Recycling": Mass balance and life cycle assessment of a waste management system associated with a mobile application. SCIENCE OF THE TOTAL ENVIRONMENT. 2019, 649: 172-185, http://dx.doi.org/10.1016/j.scitotenv.2018.08.298.
[30] Zhang, Wujie, Gu, Fu, Guo, Jianfeng. Can smart factories bring environmental benefits to their products?: A case study of household refrigerators. JOURNAL OF INDUSTRIAL ECOLOGY[J]. 2019, 23(6): 1381-1395, [31] 郭剑锋. Measurem ent framework for assessing disruptive innovations. Technological Forecasting and Social Change. 2018, [32] 顾复, 李文刚, 常卫东, 张哲, 宋海松, 潘宁, 郭剑锋. 可持续供应链的精益安全管理. 高技术通讯[J]. 2018, 28(2): 100-110, http://lib.cqvip.com/Qikan/Article/Detail?id=675247163.
[33] Liu, Yinpeng, Gao, Xiangyun, Guo, Jianfeng. Network Features of the EU Carbon Trade System: An Evolutionary Perspective. ENERGIES[J]. 2018, 11(6): https://doaj.org/article/d9149895e23c42178314036e603c9397.
[34] Fu Gu, Yitao Zheng, Wujie Zhang, Xing Yao, Deng Pan, Alecia Sze Mun Wong, Jianfeng Guo, Philip Hall, Nusrat Sharmin. Can bamboo fibres be an alternative to flax fibres as materials for plastic reinforcement? A comparative life cycle study on polypropylene/flax/bamboo laminates. INDUSTRIAL CROPS & PRODUCTS. 2018, 121: 372-387, http://dx.doi.org/10.1016/j.indcrop.2018.05.025.
[35] 郭剑锋. Can bamboo fibres be an alternative of flax fibres as plastic reinforcement? A comparative lifecycle study on polypropylene/flax/bamboo laminates. Industrial Crops and Products. 2018, [36] Jianfeng Guo, Bin Su, Guang Yang, Lianyong Feng, Yinpeng Liu, Fu Gu. How Do Verified Emissions Announcements Affect the Comoves between Trading Behaviors and Carbon Prices? Evidence from EU ETS. SUSTAINABILITY[J]. 2018, 10(9): https://doaj.org/article/f2333cd5ced44a33a7de54d415301f89.
[37] Zhang, Wujie, Guo, Jianfeng, Gu, Fu, Gu, Xinjian. Coupling life cycle assessment and life cycle costing as an evaluation tool for developing product service system of high energy-consuming equipment. JOURNAL OF CLEANER PRODUCTION[J]. 2018, 183: 1043-1053, http://dx.doi.org/10.1016/j.jclepro.2018.02.146.
[38] Gu, Fu, Zheng, Yitao, Zhang, Wujie, Yao, Xing, Pan, Deng, Wong, Alecia Sze Mun, Guo, Jianfeng, Hall, Philip, Sharmin, Nusrat. Can bamboo fibres be an alternative to flax fibres as materials for plastic reinforcement? A comparative life cycle study on polypropylene/flax/bamboo laminates. INDUSTRIAL CROPS AND PRODUCTS[J]. 2018, 121: 372-387, http://dx.doi.org/10.1016/j.indcrop.2018.05.025.
[39] 夏炎, 王会娟, 张凤, 郭剑锋. 数字经济对中国经济增长和非农就业影响研究――基于投入占用产出模型. 中国科学院院刊[J]. 2018, 33(7): 707-716, http://www.chinaxiv.org/abs/201809.00036.
[40] 郭剑锋. Internet of Things and Big Data as potential solutions to the problems in waste electrical and electronic equipment management: An exploratory study. Waste Management. Waste Management. 2017, [41] Liu, YinPeng, Guo, JianFeng, Fan, Ying. A big data study on emitting companies' performance in the first two phases of the European Union Emission Trading Scheme. JOURNAL OF CLEANER PRODUCTION[J]. 2017, 142: 1028-1043, http://dx.doi.org/10.1016/j.jclepro.2016.05.121.
[42] Gu, Fu, Guo, Jianfeng, Zhang, Wujie, Summers, Peter A, Hall, Philip. From waste plastics to industrial raw materials: A life cycle assessment of mechanical plastic recycling practice based on a real-world case study. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2017, 601: 1192-1207, http://dx.doi.org/10.1016/j.scitotenv.2017.05.278.
[43] “互联网＋”深度拉动我国经济与就业. 瞭望[J]. 2017, 32-33, http://lib.cqvip.com/Qikan/Article/Detail?id=672686552.
[44] 郭剑锋, 王志宏, 张怡, 夏青. 双重信息非对称下供应链的商业信用契约. 中国管理科学[J]. 2017, 25(9): 148-158, http://ir.casipm.ac.cn/handle/190111/8178.
[45] Gu, Fu, Guo, Jianfeng, Yao, Xing, Summers, Peter A, Widijatmoko, Samuel D, Hall, Philip. An investigation of the current status of recycling spent lithium-ion batteries from consumer electronics in China. JOURNAL OF CLEANER PRODUCTION[J]. 2017, 161: 765-780, http://dx.doi.org/10.1016/j.jclepro.2017.05.181.
[46] Fan, Ying, Liu, YinPeng, Guo, JianFeng. How to explain carbon price using market micro-behaviour?. APPLIED ECONOMICS[J]. 2016, 48(51): 4992-5007, http://ir.casipm.ac.cn/handle/190111/8022.
[47] 北京市海淀区中关村北一条号科研综合楼, 乐承毅, 曹玉华, 郭剑锋, 顾新建, 岳芳. 概念知识地图协同创作过程中的群体决策模型. 科研管理[J]. 2015, 36(1): 127-134, http://ir.casipm.ac.cn/handle/190111/7284.
[48] 北京市海淀区中关村北一条号科研综合楼, 郭剑锋, 漆永乐, 潘旭伟. 组织、空间情境与科研合作网络. 情报理论与实践[J]. 2015, 38(7): 39-43, http://ir.casipm.ac.cn/handle/190111/7291.
[49] 郭剑锋. 概念知识地图协同创作过程中的群体决策模型研究. 科研管理. 2015, [50] Zhu, Lijun, Shi, Chen, Guo, Jianfeng. Mapping discovery modeling and its empirical research for the scientific and technological knowledge concept in unified concept space. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS[J]. 2015, 18(1): 103-112, http://dx.doi.org/10.1007/s10586-013-0339-7.
[51] Ji, Qiang, Guo, JianFeng. Market interdependence among commodity prices based on information transmission on the Internet. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2015, 426(426): 35-44, http://dx.doi.org/10.1016/j.physa.2015.01.054.
[52] Ji, Qiang, Guo, JianFeng. Oil price volatility and oil-related events: An Internet concern study perspective. APPLIED ENERGY[J]. 2015, 137(137): 256-264, http://dx.doi.org/10.1016/j.apenergy.2014.10.002.
[53] 刘寅鹏, 郭剑锋, 范英. EU ETS试验阶段微观交易大数据分析及其对中国的启示. 气候变化研究进展[J]. 2015, 11(6): 420-428, http://lib.cqvip.com/Qikan/Article/Detail?id=666810357.
[54] 郭剑锋, 姬强. 大数据时代的能源金融. 中国科学院院刊[J]. 2014, 29(6): 692-693, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5293105&detailType=1.
[55] 郭剑锋. Unified Concept Space and Mapping Discovery Algorithm for Heterogeneous Knowledge Systems. Lecture Notes in Electrical Engineering. 2014, [56] Guo, JianFeng, Ji, Qiang. How does market concern derived from the Internet affect oil prices?. APPLIED ENERGY[J]. 2013, 112: 1536-1543, http://dx.doi.org/10.1016/j.apenergy.2013.03.027.
[57] Cai, L, Guo, J, Zhu, L. China's Future Power Structure Analysis Based on LEAP. ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS[J]. 2013, 35(22): 2113-2122, https://www.webofscience.com/wos/woscc/full-record/WOS:000324979200004.
[58] 蔡立亚, 郭剑锋, 姬强. 基于G8与BRIC的新能源及可再生能源发电绩效动态评价. 资源科学[J]. 2013, 35(2): 250-260, http://ir.casipm.ac.cn/handle/190111/6126.
[59] 狄小峰, 郭剑锋, 范玉顺. 基于分布式本体的服务选择方法. 信息与控制[J]. 2013, 42(1): 89-94.99, http://ir.casipm.ac.cn/handle/190111/6130.
[60] 郭剑锋. 分布式本体库存储模型的设计与优. 高技术通信. 2010, [61] 郭剑锋蔡圣华. 互联网资源在Web2.0中的自组织特性与管理模式分析. 第十二届中国管理科学学术年会null. 2010, 525-532, http://ir.casipm.ac.cn/handle/190111/2974.
[62] Dahlem Nikolai, Guo Jianfeng, Hahn Axel, Reinelt Matthias. Towards an user-friendly ontology design methodology. I-ESA 2009: INTERNATIONAL CONFERENCE ON INTEROPERABILITY FOR ENTERPRISE SOFTWARE AND APPLICATIONS CHINA, PROCEEDINGSnull. 2009, 180-+, http://dx.doi.org/10.1109/I-ESA.2009.18.
[63] Guo Jianfeng, Fan Yushun, IEEE, Ye ZW, Ma P. Research on Purifying for Ambient Semantic Interoperable Services Oriented to Global Enterprises. 2009 INTERNATIONAL CONFERENCE ON E-BUSINESS AND INFORMATION SYSTEM SECURITY, VOLS 1 AND 2null. 2009, 280-284, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000271558100058.
[64] 王生发, 顾新建, 张太华, 郭剑锋, 潘敏. 协同设计中的知识流控制技术. 农业机械学报[J]. 2008, 39(11): 122-126, http://lib.cqvip.com/Qikan/Article/Detail?id=29089863.
[65] 马军, 祁国宁, 顾新建, 纪杨建, 郭剑锋. 面向快速响应设计的零件资源可重用建模与匹配. 浙江大学学报：工学版[J]. 2008, 42(8): 1428-1433, http://lib.cqvip.com/Qikan/Article/Detail?id=28159371.
[66] 张景旭, 郭剑锋, 马军, 祁国宁. 制造企业门户构建技术及其应用研究. 制造业自动化[J]. 2007, 29(5): 9-13,78, http://lib.cqvip.com/Qikan/Article/Detail?id=24542213.
[67] 郭剑锋, 顾新建, 祁国宁, 王生发, 马军. 零件库中基于本体的智能搜索引擎的研究与实现. 浙江大学学报：工学版[J]. 2007, 41(4): 639-645, http://lib.cqvip.com/Qikan/Article/Detail?id=24271141.
[68] 王生发, 顾新建, 郭剑锋, 马军, 战洪飞. 面向产品设计的知识主动推送研究. 计算机集成制造系统[J]. 2007, 13(2): 234-239, http://lib.cqvip.com/Qikan/Article/Detail?id=23939885.
[69] 马军, 祁国宁, 顾新建, 杨青海, 郭剑锋. 基于PLIB本体的产品资源公共模型研究与实现. 计算机集成制造系统[J]. 2007, 13(4): 631-637, http://lib.cqvip.com/Qikan/Article/Detail?id=24311585.
[70] 郭剑锋, 顾新建, 祁国宁, 王生发, 马军. 零件库中基于虚拟现实建模语言模型的图形应用服务. 计算机集成制造系统[J]. 2007, 13(3): 472-477,496, http://lib.cqvip.com/Qikan/Article/Detail?id=24077262.
[71] 王生发, 顾新建, 郭剑锋, 马军. 面向实例推理的产品设计本体建模研究及应用. 机械工程学报[J]. 2007, 43(3): 112-117, http://lib.cqvip.com/Qikan/Article/Detail?id=24125436.
[72] 马军, 祁国宁, 顾新建, 郭剑锋. 网络化零件库资源集成框架及其关键技术. 机械工程学报[J]. 2007, 43(8): 91-96, http://lib.cqvip.com/Qikan/Article/Detail?id=25254051.
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（ 1 ） 语义支撑下以原油市场为例的Web知识发现关键方法及实证研究, 主持, 国家级, 2013-01--2016-12
（ 2 ） 面向外文科技知识组织体系的大规模语义计算关键技术研究, 主持, 国家级, 2011-11--2015-03
（ 3 ） 多环境目标下页岩气开发的群决策支持平台研究与开发, 主持, 国家级, 2016-01--2021-12
（ 4 ） 大数据环境下融合空间语义分析的“金融市场Web特征理论”研究, 主持, 国家级, 2017-01--2020-12
（ 5 ） 互联网金融平台安全观察指数, 主持, 院级, 2017-10--2018-11

现指导学生

张雪美  硕士研究生  120100-管理科学与工程  

邓超  硕士研究生  120100-管理科学与工程