Lingling Zhang, Professor, Doctoral Advisor, School of Economics and Management
Email: zhangll@ucas.ac.cn
Telephone: 010-82680676
Address: No.3 Zhongguancun Nanyitiao, Haidian District, Beijing, China
Postcode: 100190
Education
October, 2002—October, 2004 | Post doctoral research worked in Academy of Mathematics and Systems Sciences of Chinese Academy of Sciences |
September, 1999—July, 2002 | Ph. D. from Beihang University in Management Science & Engineering |
September, 1996—July, 1999 | M. D. from Luoyang Institute of Technology of Mechanical Design and Theory |
September, 1992—July, 1996 | B. S. from Luoyang Institute of Technology of Mechanical Design and Theory |
Experience
Working Experience
June, 2017—now | Professor and doctoral supervisor, School of Management, Graduate School, Chinese Academy of Sciences. |
October, 2004—now | Associate professor and master's supervisor, School of management, Graduate School, Chinese Academy of Sciences. Researcher, data technology and knowledge economy research center, Chinese Academy of Sciences. |
February, 2011—August, 2011 | Senior visiting scholar, Stanford University. |
October, 2002—August, 2004 | Postdoctoral student, jointly trained by the Academy of mathematics and System Sciences of the Chinese Academy of Sciences and the Graduate School of the Chinese Academy of Sciences. |
Teaching Courses
Project management
Knowledge management
Management theory and Application
Management information systems
Project human resources and communication management
Research methodology and methods of management and Social Sciences
Innovation and creativity
Knowledge management and R & D management
Seminar on frontier issues of knowledge management
Game theory and information economics
Enterprise resource planning (ERP)
Honors & Distinctions
Teaching and case Awards：
1. Enterprise a informatization project management won the first 100 excellent cases award of MBA organized by the national MBA teaching steering committee in 2010.
2. Won the best new talent award of the "fourth national management case elite competition (2016)" North China promotion competition.
3. Project management won the 2014-2015 Teaching Excellence Award of School of economics and management, University of Chinese Academy of Sciences.
4. Knowledge management won the 2012-2013 excellent course award of the University of Chinese Academy of Sciences.
5. "Project management" won the 2011-2012 excellent course at the university level of the Chinese Academy of Sciences, and exchanged teaching experience at the young teacher exchange meeting.
6. Knowledge management was awarded the excellent course of 2009-2010 by the University of Chinese Academy of Sciences.
7. Project management was awarded the excellent course by the University of Chinese Academy of Sciences in 2007-2008.
8. Project management was awarded the excellent course of the University of Chinese Academy of Sciences in 2008-2009.
9. Game theory and information economics won the excellent course of 2004-2005 academic year of University of Chinese Academy of Sciences.
10. Guided MBA students to win the best new talent award in North China in the 2017 national management case elite competition.
Scientific research and Paper Awards:
1. Won the second prize of 2011 Beijing Science and Technology Award (ranked fourth), project name: optimized credit scoring system and application, project number: 2011 计-2-002.
2. Won the third prize of Beijing Science and Technology Award in 2010 (ranked fourth), project name: multi-objective planning data mining theory, method and application in important industries, project number: 2010 基-3-004.
3. One software copyright was approved. The software name is business process oriented IT project knowledge sharing platform system. The certificate number is rzdz No. 0386309 and the registration number is 2012sr018273.
4. "Business process oriented knowledge management", NSFC Youth Fund Project (70501030), post evaluation, excellent.
5. The first International Conference on E-Risk Management (ccs2007) won the best paper award and was published in the Journal of Southeast University (English version) (EI included).
6. Won the excellent paper award of the 15th China Management Science Annual Conference (2013), and the winning papers were published in the regular Journal of China management science.
Excellent teacher and individual award:
1. The Paul biotechnology excellent teacher award of the Chinese Academy of Sciences in 2012.
2. The teaching and scientific research posts were evaluated as excellent by the school of economics and management in 2006-2008 and 2011-2014.
3. 2019 Cheng Siwei excellent teacher award.
4. 2021 Li Pei excellent teacher award.
5. The title of "top ten most respected business school deans in China" in 2021.
Publications
Papers
Papers in International Journals
[1] Jiang Z, Zhang L, Zhang L, et al. Investor sentiment and machine learning: Predicting the price of China's crude oil futures market[J]. Energy, 2022, 247: 123471.
[2] Jiang Z, Long Y, Zhang L. How Does the Consumers’ Attention Affect the Sale Volumes of New Energy Vehicles: Evidence From China’s Market[J]. Frontiers in Energy Research, 2021, 9:53-65. (Corresponding Author)
[3] Zhang, L; Gao, C; Nakamori, Y. Knowledge spillover driven by institutions: evidence from the big science project in China[J]. Journal of Knowledge Management, 2020, 25(01): 48-84. (Corresponding Author)
[4] Zhang, Lingling, and Siting Huang. "New technology foresight method based on intelligent knowledge management." Frontiers of Engineering Management (2020): 1-10. (Corresponding Author)
[5] Zhang L, Zhao M, Feng Z. Research on Knowledge Discovery and Stock Forecasting of Financial News Based on Domain Ontology[J]. International Journal of Information Technology & Decision Making (IJITDM), 2019, 18(03): 953-979. (Corresponding Author)
[6] Zhang L, Zhao M, Zhao D. Bipartite Graph Link Prediction Method with Homogeneous Nodes Similarity for Music Recommendation[J]. Multimedia Tools and Applications, 2019. DOI: 10.1007/s11042-019-08451-x (SCI, IF=2.101) (Corresponding Author)
[7] Zhang L, Li J, Zhang Q, et al. Domain Knowledge-Based Link Prediction in Customer-Product Bipartite Graph for Product Recommendation[J]. International Journal of Information Technology & Decision Making (IJITDM), 2019, 18(01): 311-338. (Corresponding Author)
[8] Zhang L, Zhao M, Wang Q. Research on Knowledge Sharing and Transfer in Remanufacturing Engineering Management Based on SECI Model[J]. Frontiers of Engineering Management, 2016, 3(2): 136-143. (Corresponding Author)
[9] Zhao D, Zhang L, Zhao W. Genre-based Link Prediction in Bipartite Graph for Music Recommendation. Procedia Computer Science,2016,91:959-965.
[10] Cui Y, Zhang L, Wang Q, et al. Heterogeneous Network Linkage-weight Based Link Prediction in Bipartite Graph for Personalized Recommendation[J]. Procedia Computer Science, 2016, 91: 953-958. (Corresponding Author)
[11] Yu X, Shi Y, Zhang L, et al. Intelligent Knowledge Beyond Data Mining: Influences of Habitual Domains[J]. Communications of the Association for Information Systems, 2014, 34(1): 53.
[12] Yibing Chen, Yong Shi, Xianhua Wei, and Lingling Zhang, Domestic Systemically Important Banks: A Quantitative Analysis for the Chinese Banking System. Mathematical Problems in Engineering, vol. 2014, Article ID 819371. (SCI/SSCI/EI, IF1.082)
[13] Yibing Chen, Yong Shi, Xianhua Wei, Lingling Zhang. How Does Credit Portfolio Diversification Affect Banks’ Return and Risk? Evidence from Chinese Listed Commercial Banks. Technological and Economic Development of Economy. Vol. 20, Issue 2, 2014: pp.332–352.(SSCI, IF2.818)
[14] Jing Li, Lingling Zhang, Fan Meng. Domain knowledge based link prediction in customer-product bipartite graph for product recommendation, International Journal of Information Technology and Decision Makings (SCI) (Corresponding Author)
[15] Yibing Chen, Lingling Zhang, Yong Shi, et al. Discovering intelligent knowledge for credit card churn management through second-order mining using multiple criteria linear programming[J]. Information Japan, 2013, 16(11):7941-7964. (SCI)
[16] Ying Liu, Lingling Zhang, Yuehua Zhang, Yong Shi. Bug Detection in Source Code in Process Monitoring. Journal of Computational Information System 8: 2 (2012) 591-601. (EI)
[17] Guangli Nie, Wei Rowe, Lingling Zhang, Yingjie Tian, Yong Shi，Credit card churn forecasting by logistic regression and decision tree，Expert Systems with Applications vol(38),2011: 15273–15285 (SCI)
[18] Guangli Nie, Lingling Zhang, Yibing Chen, Yong Shi. Knowledge Push in Knowledge-Based Information System. Journal of Computational Information System 7:4 (2011) 1342-1349. Available at http://www.Jofcis.com. (Corresponding Author)（EI）
[19] Yuejin Zhang，LingLing Zhang，Ying Lliu, Yong Shi, Mining intelligent knowledge from a two-phase association rules mining, Int. J. Data Mining, Modelling and Management, Vol. 2, No. 4, 2010:403-419
[20] Lingling Zhang, Ya Li, Yibing Chen , Xiao Wang, Jun Li,Yunfeng Shi, Yong Shi, Research on Knowledge Transfer and sharing in the Implement of Manufacturing EPR. Applied Mechanics and Materials Vols. 26-28 (2010) ： 1040-1045.（EI）
[21] Lingling Zhang, Jun Li, Yong Shi and Xiaohui Liu, Foundations of Intelligent Knowledge Management, Human System Management. 2009 28 (4):145-161
[22] Guangli Nie; Lingling Zhang; Ying Liu; Xiuyu Zheng; Yong Shi，Decision Analysis of Data Mining Project Based on Bayesian Risk，Expert Systems With Applications, Vol(40).(SCI),2009:4589-4594. (Corresponding Author)
[23] Xingsen Li, Lingling Zhang, Peng Zhang, Yong Shi, Problems and Systematic Solutions in Data Quality，International Journal of Services Science，2009, vol. 2, No.1, pp. 53-69
[24] Lingling Zhang, Yuejin Zhang, Junli, Miao Zhen, Process-oriented knowledge-sharing platform for chemical engineering design projects, Journal of Southeast University(English Edition) ，24（6），2008：136-141（EI）
[25] Lingling Zhang, Jun Li, Xiuyu Zheng, Xingsen Li, Yong Shi, Study on a Process-Oriented Knowledge Management Model, International Journal of Knowledge and Systems Sciences, Vol. 5, No. 1, March 2008 ,37-44
[26] Ling-ling Zhang, Xiu-yu Zheng, Jun Li, Yong Shi，A Way to Improving Knowledge Sharing: from the Perspective of Knowledge Potential ，International Journal of Service Science and Management (JSSM) 2008（10）:172-179. (Corresponding Author)
[27] Xingsen Li, Lingling Zhang, Peng Zhang, and Yong Shi, Problems and Systematic Solutions in Data Quality, International Journal of Service Sciences Vol. 2, No. 1, 2009:53-69
[28] Junli, Linling Zhang, Yong Shi, Research on Evaluation Model of Organizational Knowledge Assets, Journal of Information & Knowledge Management, Vol. 7, No. 1 (2008) 1–8（Corresponding Author）.
[29] L. L. Zhang, Y. Shi, X. H. Yang, “Association-rule knowledge discovery by using a fuzzy mining approach”, International Journal of Business Intelligence and Data Mining.Vol.1,No.4, 2006. :417-429
[30] L. L. Zhang, J. Li, Y. Shi “Study on Improving Efficiency of Knowledge Sharing in Knowledge-Intensive Organization,” WINE 2005: 816-825.
[31] Feng Liu, Lingling Zhang, Jifa Gu, The Application of Knowledge Management in the Internet-Witkey Mode in China, International Journal of Knowledge and Systems Sciences (IJKSS).vol.4,2007(4)：20-28.
[32] Ling-ling Zhang, Quanchen, Yibing Chen, Zhengxiang Zhu, Yong Shi，Domain-driven Recommendation Method in Retail Industry. The Intelligent Decisions Technologies Journal, special issue on "Multimedia/Multimodal Human-Computer Interaction in Knowledge-based Environments". Accepted.
Papers in Chinese Journals
[1] Gu Jifa, Zhao Minghui, Zhang Lingling. From theory to practice: further exploration of human management [J]. Management review, 2021, 33 (05): 57-63
[2] Gao Chang, Zhang Lingling, Xiong Ao, Lu Tao. Comparative analysis and future prospects of WSR methodology based on the four stage theory of scientific development at home and abroad [J]. Management review, 2021, 33 (05): 15-29
[3] Gao Chang, Zhang Lingling, Yang Zhen. How to construct the consensus space of innovation triple helix system—— Enlightenment from the practice of China's big science engineering [J]. Science of science research, 2021, 39 (11): 2077 – 2088
[4] Xiong Ao, Gao Chang, Zhao Minghui, Zhang Lingling. Knowledge modeling and analysis of nuclear power equipment health management based on knowledge atlas [J]. Science and technology for development, 2021, 17 (04): 640-649
[5] Jiang Jiading, Xiao Xiao, Zhang Lingling. Influence factors and empirical research on knowledge sharing of large-scale engineering projects based on WSR from the perspective of knowledge ecology [J]. Management review, 2021, 33 (10): 171-184
[6] Zhang Lingling, Wang die, Zhang Libin, research on the impact of interdisciplinary and team cooperation on the scientific benefits of large scientific devices [J], management world, 2019 (12): 199-209
[7] Gu Jifa, Zhao Minghui, Zhang Lingling Looking at artificial intelligence from another angle: opportunities and challenges [J] China soft science, 2020 (2): 1-10
[8] Zhang Lingling, Zhao Minghui, Zeng Gang, Zhang Libin Research on subject themes and cooperation networks based on big scientific devices from the perspective of bibliometrics -- Taking Shanghai light source as an example [J]. Management review, 2019,31 (11): 279-288
[9] Wang Feng, Zhang Lingling, Xue Jiayu, Zhang qiuliu. Analysis of the business model of R & D enterprises based on the platform model -- Taking huadajiyin as an example [J]. Management review, 2019,31 (09): 184-192
[10] Zhang Lingling, Zhao Minghui, Zhao Daozhen, Yang Zhen. Research on the spatial layout and Countermeasures of Science Park relying on large science installations -- Taking spallation neutron source as an example [J]. Engineering Research - Engineering in an interdisciplinary perspective, 2019,11 (04): 338-348
[11] Zhang Lingling, Huang siting, Zhang Yingli, Hu Guofeng, Zhang qiuliu. Screening and evaluation system of three-dimensional correlation industry of large scientific devices -- Taking spallation neutron source as an example [J]. Science and technology management research, 2019,39 (18): 59-68
[12] Zhang Lingling, Fu Saiji, Zhang qiuliu, Jiang Ruoran Analysis of the management and control mode of high-tech parks based on big science devices and Countermeasures -- Taking Neutron Science City as an example [J]. Science and technology progress and countermeasures, 2019,36 (15): 14-23
[13] Zhang Lingling, Zhao Minghui, Wang Qiao, Zhang Libin, Zhang qiuliu. Research on industrial financing mode and Countermeasures relying on large scientific devices * - Taking spallation neutron source as an example [J]. Science and technology for development, 2018,14 (z1): 65-71
[14] Zhang Lingling, Bai Xue, Wang die, Zhang qiuliu. Research on key factors of industrialization based on large scientific devices [J]. Science and technology for development, 2018,14 (09): 817-825
[15] Zhang Lingling, Zhang Libin, Zhao Minghui, Zhang qiuliu. Research on talent demand and development strategy based on industrialization of large scientific devices -- Taking spallation neutron source as an example [J]. Science and technology for development, 2018,14 (12): 1118-1125
[16] Zhang Lingling, Zhao Daozhen, Zhang qiuliu. Research on industrialization mode and Countermeasures relying on large scientific devices -- Taking spallation neutron source as an example [J]. Scientific and technological progress and countermeasures, 2017,34 (19): 53-59
[17] Zhang Liang, Zhang Lingling, Chen Yibing, Teng Weili. Application of data mining method based on information fusion in company financial early warning [J]. China management science, 2015,23 (10): 170-176
[18] Zhang Lingling, Zhou Quanliang, Tang Guangwen, Li XINGSEN, Shi Yong. Mining and application of association rules based on domain knowledge and clustering [J]. China management science, 2015.23 (1): 154-161
[19] Zhang Lingling, Zhang Liang, Cao Dingmu, Chen Yibing, Zhang Qin, Li Jing. Research on knowledge trading within enterprises [J]. Modern management science, 2013 (10): 93-96
[20] Wang Ye, Zhang Lingling, Guo Kun, Shi Yong. Research on China's financial condition index based on SVR [J]. Management review, 2014,26 (05): 3-11
[21] Yang Zhou, Zhang Lingling. Research on evaluation index of informatization index of scientific research academic institutions based on Balanced Scorecard [J]. Science and technology management research, 2013,33 (24): 53-59
[22] Liu Bin, Zhang Lingling, Tang Guangwen. Research on the selection and implementation of knowledge management strategies of industry consulting companies -- from the perspective of business type [J]. Science and technology management research, 2012,32 (22): 173-177
[23] Chen Yibing, Zhang Lingling, Nie Guangli, Shi Yong. Financial time series prediction based on improved support vector regression [J]. Practice and understanding of mathematics, 2012,42 (04): 38-44
[24] Li Jun, Huang anqiang, Zhang Lingling, Shi Yong. Research on deep knowledge discovery and application of association rules based on contingency [J]. Management review, 2012,24 (03): 108-114
[25] Chen Quan, Zhang Lingling, Li Jun, Shi Yong, research on Personalized Recommendation Model Based on domain knowledge and its application, Journal of management, 2012.11. (CSSCI)
[26] Zhang Yuejin, Zhang Lingling, Shi Yong. Research on classification rules extraction of multi-objective linear programming based on rough set [J]. Journal of information technology, 2011,30 (6): 591-597
[27] Zhang Zhe, Zhang Lingling. Research on knowledge sharing system of Institute of high technology, Chinese Academy of Sciences [J]. Science and technology management research, 2011,31 (19): 162-165 + 175
[28] Zhang Lingling, Chen Quan, Zhu Zhengxiang, Shi Yong. Application of personalized recommendation based on domain knowledge in enterprise cross selling [J]. Modern management science, 2011 (01): 16-18
[29] Gao Weiming, Zhang Lingling. Empirical model research on Influencing Factors of knowledge transfer in IT project management [J]. Science and technology management research, 2011,31 (01): 216-220
[30] Zhang Lingling, Gu Lu. Research on core talent training system of high-tech enterprises [J]. Science and technology management research, 2011,31 (08): 118-123
[31] Li Ting, Li Mengli, Yang Xiaoguang, Gao Peng, Zhang Lingling, Xu Jianhui, Huang anqiang, Pei Ruimin, Wang Lu. Research on human resource allocation model for China's national research institutions [J]. Management review, 2011,23 (04): 80-86
[32] Li Jin, Zhang Lingling. Process design and analysis of large software project management [J]. Science and technology management research, 2010,30 (15): 204-206
[33] Liu Min, Zhang Lingling, Huang anqiang, Li Junyi, Wang Li. Empirical research on the influencing factors of knowledge transfer performance -- Taking the software industry as an example [J]. Journal of management, 2009,6 (11): 1471-1477
[34] Zhang Lingling, Zheng Xiuyu, Ma Jun, Nie Guangli, Shi Yong. Research on incentive mechanism of "free riding" behavior of team knowledge transfer and sharing [J]. Scientific research, 2009,27 (10): 1543-1550
[35] Zhou Xinxian, Zhang Lingling, Miao Hongcai. Application of just in time knowledge management in hospital scientific research project information service [J]. Chinese Journal of Medical Library and information, 2009,18 (02): 57-59
[36] leadership research group of Chinese Academy of Sciences, Zhang Lingling, Huo Guoqing, Miao Jianming. Research on Sustainable Leadership [J]. Leadership science, 2009 (12): 25-27
[37] Zhang Lingling, Zhou Quanliang, Tang Guangwen, Li XINGSEN, Shi Yong. Research on deep knowledge discovery of association rules based on domain knowledge and clustering [J]. China management science, 2015,23 (02): 154-161
[38] Xiao Lihua, Han Yongsheng, Tong Rencheng, Li XINGSEN, Zhang Lingling, Peng haoshu. ASP model participation subject research - Interpretation and revision of the laws of network economy [J]. Mathematics practice and understanding, 2008,38 (24): 44-51
[39] Zheng Xiuyu, Zhang Lingling. Research on the incentive mechanism of organizational knowledge transfer and sharing based on knowledge potential [J]. China management science, 2008,16 (S1): 606-612
[40] Li Jun, Zhang Lingling. Research on comprehensive evaluation model of enterprise information system construction project (M ~ 3G / is) [J]. Practice and understanding of mathematics, 2008 (06): 14-21
[41] Li XINGSEN, Zhang Lingling. Knowledge overload and intelligent knowledge management [J]. Software world, 2008 (02): 89-90
[42] Li XINGSEN, Zhang Lingling. Business process oriented knowledge management [J]. Software world, 2007 (01): 68-6
[43] Zhang Lingling, Li Jun, Tong Rencheng. Structure and analysis of input-output table of machinery manufacturing enterprises based on ERP [J]. China management science, 2007 (01): 55-63
[44] Zhang Lingling, Luo Hongming. A model of viscous knowledge transfer in knowledge intensive enterprises [J]. Economic management, 2006 (11): 47-50
[45] Zhang Lingling, Liu Zuoyi, Li Ruojun, Fang Yong, Yang Tao, Zhang Chao, Yang Xiaoguang, Wang Shouyang. Development status and trend of management science and Engineering in China -- Analysis Based on expert questionnaires [J]. Journal of public management, 2006 (01): 99-106 + 112
[46] Zhang Lingling, Liu Zuoyi, Li Ruojun, Fang Yong, Yang Tao, Zhang Chao, Yang Xiaoguang, Wang Shouyang. Research on strategic planning of management science and engineering [J]. Scientific observation, 2006 (02): 8-15
[47] Zhang Lingling, Fang Yong, Yang Tao, Zhang Chao, Li Ruoyun, Liu Zuoyi, Yang Xiaoguang, Wang Shouyang. Bibliometric analysis of hot research fields in management science and engineering [J]. Journal of management, 2005 (04): 379-385
[48] Shi Yong, Yang Haizhen, Zhang Lingling. Preliminary study on the application of knowledge management and data mining in promoting China's national competitiveness [J]. China soft science, 2005 (08): 46-51 + 62
[49] Lin Jian, Zhang Lingling. Research on enterprise informatization process modeling based on RC and colored Petri nets [J]. Journal of systems engineering, 2003 (04): 312-318
[50] Zhang Lingling, Tong Rencheng. Some problems in the construction of enterprise information system [J]. Management review, 2003 (02): 36-39 + 12-64
[51] Tong Rencheng, Zhang Lingling. Thoughts on some problems in the development and construction of ERP in China [J]. Management review, 2003 (09): 36-39 + 18
[52] Zhang Lingling, Tong Rencheng. Research on comprehensive evaluation index system of enterprise information system project [J]. China management science, 2004 (01): 96-101
[53] Lin Jian, Zhang Lingling. Research on the future development trend of ERP [J]. System engineering theory and practice, 2002 (04): 69-74
[54] Ling Ling, Lin Jian. Research on enterprise is / it strategic planning model framework [J]. System engineering, 2001 (02): 33-36
[55] Zhang Lingling, Lin Jian. Research on the relationship model between information technology and enterprise strategy, business process and organizational structure integration [J]. Systems engineering, 2002 (02): 63-68
[56] Zhang Lingling, Lin Jian, Li Jun. analysis of is / it strategic management in enterprise informatization [J]. Scientific research management, 2002 (03): 25-31
[57] Lin Jian, Zhang Lingling. ERP and modern management ideas and the future development of ERP [J]. Industrial engineering, 2001 (04): 7-12
[58] Zhang Lingling, Lin Jian. Analysis of the influence of information technology in enterprise management [J]. Enterprise economics, 2001 (04): 61-63
[59] Zhang Lingling, Lin Jian, Zhou Zili. Research on ERP and manufacturing informatization [J]. Aviation standardization and quality, 2001 (06): 11-15
[60] Lin Jian, Zhang Lingling. Implementation status and analysis of MRPII / ERP in China [J]. Journal of Wuyi University (NATURAL SCIENCE EDITION), 2001 (04): 1-6
[61] Lin Jian, Zhang Lingling. The "productivity mystery" of information technology application and the strategic planning of information technology. Journal of Hefei University of Technology (NATURAL SCIENCE EDITION)
[62] Zhang Lingling, Yang Shengli, Su Peng. Drum drying and slurry preparation of vegetable paper food [J]. Journal of Luoyang Institute of technology, 1999 (02): 3-7
[63] Zhang Lingling, Yang Jicheng, Bai Chongren. Parameter optimization of vegetable paper food roller forming [J]. Packaging and food machinery, 1998 (06): 1-4
[64] Yang Jicheng, Zhang Lingling, Bai Chongren. Drum drying and slurry ratio of vegetable paper food [J]. Food and machinery, 1998 (04): 20-21
[65] Zhang Lingling, Du Cheng, research and Thinking on informatization index of scientific research and academic institutions, 2010 informatization development report of Chinese Academy of Sciences, 2011
[66] Guo Baoxian, Zhang Lingling, knowledge transfer and sharing in project management, science and science and technology management, 2009, Volume 27, issue 1: 62-66
[67] Zhang Lingling, Li Jun, Shi Yong, research on Intelligent Knowledge Management Based on data mining, China management science, 2009 album
[68] Huang anqiang, Zhang Lingling, Wang Li, Shi Yong. Research on sticky knowledge transfer within enterprises based on WSR methodology [C]. Proceedings of the 9th China Management Science Annual Conference, 2007
[69] Luo Aihua, Zhang Lingling, research on green model of group design EPC based on FQFD, management review, employed
Papers in International Conference
[1] Zhang Y, Zhang L. Movie Recommendation Algorithm Based on Sentiment Analysis and LDA[C]//Proceeding of Information Technology and Quantitative Management, 2022, 199: 871-878.
[2] Minghui Z, Hanrui Y, Yao P, et al. Literature Review and Practice Comparison of Technology Foresight[C]//Proceeding of Information Technology and Quantitative Management, 2022, 199: 837-844.
[3] Xiao Zhang, Lingling Zhang, Personalized Recommendation System Based On Privacy-Preserving Link Prediction in Social Networks, KSS 2015 Xi’an, JAIST Press：237-244.
[4] Zhang L, Fu S, Li B. Research on Stock Price Forecast Based on News Sentiment Analysis—A Case Study of Alibaba[C]// International Conference on Computational Science. Springer, Cham, 2018:429-442.
[5] Minghui Z, Lingling Z, Libin Z, et al. Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment[C]//International Conference on Computational Science. Springer, Cham, 2018: 737-747.
[6] Rui Ren, Lingling Zhang, Limeng Cui, Bo Deng, Yong Shi. Personalized Financial News Recommendation Algorithm Based on Ontology, Procedia Computer Science, 55 (2015) ：843-851. (ISTP)
[7] Zili Feng, Lingling Zhang, Xinxin Gao, Qing Zhao, Economic News Knowledge Management System Framework Design for Xinhua News Agency, KSS 2014 Proceedings, JAIST Press, pp. 243-254.
[8] Jing Li, Lingling Zhang, Fan Meng, Fenhua Li. Recommendation Algorithm Based On Link Prediction And Domain Knowledge In Retail Transactions, Procedia Computer Science, 31 (2014) 875–881.(ISTP)
[9] Yibing Chen, Lingling Zhang, Yong Shi. Modeling Return Rate Correlation between Shanghai and Shenzhen Stock Markets using Copula Function. The 2012 IEEE/WIC/ACM International Conference on Web Intelligence, Macau.
[10] Lingling Zhang, Caifeng Hu, Quan Chen, Yibing Chen,Yong Shi，Domain Knowledge Based Personalized Recommendation Model and Its Application in Cross-selling，International Conference on Computational Science, ICCS 2012 OMAHA.
[11] Zixiang Li，Lingling Zhang, A Study on Multi-Project Management based on Gantt Chart and Network Planning Technique, The 2nd International Conference on Civil Engineering，Architecture and Building Materials. Applied Mechanics and Materials.Vols.166-169 (2012) pp 961-964.
[12] Wang Shaomei, ZhangLingling,PengMingqin,ShiYong, Empirical Study on Influence Factors of Knowledge Management in Chip Design Quality Management,Conference Proceedings of The 5th International Institute of Statistics &Management Engineering Syposium,Qingdao,China,20-25 July, 2012.
[13] Lingling Zhang, Yu Shang, Yong Shi. Knowledge Sharing in Quality Management. The 2nd International Conference on Civil Engineering，Architecture and Building Materials. Applied Mechanics and Materials.Vols.166-169 (2012) pp 974-977.
[14] Lingling Zhang,Xiao Wang, Liang Zhang, Yibing Chen， Yong Shi，Context-based Knowledge Discovery and Its Application，The 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Beijing,China, August 12-16,2012.
Books
[1] Zhang Lingling, Wang Shouyang, business process oriented knowledge management - the way to pass on best practices, Beijing: Science Press, March 2010.
[2] Gu Jifa, Zhang Lingling, editor, knowledge management, Beijing: Science Press, March 2009
[3] Li XINGSEN, Shi Yong, Zhang Lingling, from data explosion to intelligent knowledge management, Beijing: Science Press, May 2009
[4] Wang Shouyang, Yang Xiaoguang, Liu Zuoyi, Zhang Lingling, Fang Yong, Li Ruyun, etc., methods and practice of discipline strategic planning, Beijing: Science Press, January 2008.
[5] Zhang Lingling, Shi Yong, Zhu Zhengxiang, intelligent knowledge management: basic theory and its extension, Science Press, 2015 (Monograph)
[6] Yong Shi, Lingling Zhang, Yingjie Tian, intelligent knowledge management: a study beyond data mining, Springer, 2015 (Monograph)
[7] Li XINGSEN, Zhang Lingling, et al., extension innovative thinking and training, China Machine Press, 2016 (Textbook)
[8] Wang Yahui, Zhang Lingling and other editors are senior project managers. China Machine Press, 2015 (Textbook)
Research Interests
Knowledge management
Project management
Information system and information management
Data mining
Students
| Guided students | |||
| Song Yang | Graduated master students | 120100 | Management Science and Engineering |
| Yang Zhenyu | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Yuan Dong | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Wang feixing | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Zheng Xiuyu | Graduated master students | 120100 | Management Science and Engineering |
| Huang anqiang | Graduated master students | 120100 | Management Science and Engineering |
| Shi Yunfeng | Graduated master students | 120100 | Management Science and Engineering |
| Wang Hongyan | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Kong Xiangyun | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Fu gengyang | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Du Juan | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Chen Quan | Graduated master students | 120100 | Management Science and Engineering |
| Wang Ruiqin | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Wang Hui | Graduated master students | 120100 | Management Science and Engineering |
| Wang Liang | Graduated master students | 120100 | Management Science and Engineering |
| You Yong | Graduated master students | 120100 | Management Science and Engineering |
| Zhang Xiaojie | Graduated master students | 120100 | Management Science and Engineering |
| Wang Xiao | Graduated master students | 120100 | Management Science and Engineering |
| Zhou Cunwei | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Zhang Zhe | Graduated master students | 120100 | Management Science and Engineering |
| Hu Mingya | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Li Helan | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Wang Demin | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Yan yang | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Zheng Shengjun | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Hu Caifeng | Graduated master students | 120100 | Management Science and Engineering |
| Li Zixiang | Graduated master students | 120100 | Management Science and Engineering |
| Peng Mingqin | Graduated master students | 120100 | Management Science and Engineering |
| Shang Yu | Graduated master students | 120100 | Management Science and Engineering |
| Luo Aihua | Graduated master students | 120100 | Management Science and Engineering |
| Wang Shaomei | Graduated master students | 120100 | Management Science and Engineering |
| Zhang Liang | Graduated master students | 120100 | Management Science and Engineering |
| Bu Jianli | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Pan Yue | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Zhang Minjuan | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Jin Yingxia | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Wang Hongbo | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Wang Yong | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Wang Shining | Graduated master students | 120280 | Master of Business Administration (MBA) |
| Yang Zhou | Graduated master students | 120100 | Management Science and Engineering |
| Fang Dan | Graduated master students | 120100 | Management Science and Engineering |
| Feng Zili | Graduated master students | 120121 | Innovation Management |
| Li Jing | Graduated master students | 120100 | Management Science and Engineering |
| Wang He | Graduated master students | 460100 | Master of Business Administration (MBA) |
| Sun Wei | Graduated master students | 460100 | Master of Business Administration (MBA) |
| Li Zhiyong | Graduated master students | 460100 | Master of Business Administration (MBA) |
| Lin Geng | Graduated master students | 460100 | Master of Business Administration (MBA) |
| Hou Yanjun | Graduated master students | 460100 | Master of Business Administration (MBA) |
| Pan Feng | Graduated master students | 460100 | Master of Business Administration (MBA) |
| Zhao Daozhen | Graduated master students | 120100 | Management Science and Engineering |
| Wei Guanghui | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Liu Mei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Li Shan | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Li Yapeng | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhang Xiao | Graduated master students | 1201Z2 | Innovation Management |
| Tan Jiangshan | Graduated master students | 120100 | Management Science and Engineering |
| Liu Shihua | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Wang Xinwei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Yang Huawei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Yang Yanfeng | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Jiang Ruoruan | Graduated master students | 1201Z2 | Innovation Management |
| Liu Guanjun | Graduated doctoral student | 120100 | Management Science and Engineering |
| Gapar Rexiti | Graduated doctoral student | 120100 | Management Science and Engineering |
| Xu yang | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Liu Rong | Graduated master students | 125100 | Master of Business Administration (MBA) |
| He Dong | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Wang Shuang | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Tang Jiahui | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Lu Mingxia | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Yang Guanjun | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Cheng Yuwei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Hao Lei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Liu Yanlu | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Li Yang | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhang Tiantian | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhang Feng | Graduated doctoral student | 120100 | Management Science and Engineering |
| Chen Yunyang | Graduated master students | 25100 | Finance |
| Xia Yunhui | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Ye Lihua | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhang Meiyan | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhang Xinying | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Li Jingyong | Graduated master students | 125600 | Engineering Management |
| Jing Shutao | Graduated master students | 125600 | Engineering Management |
| Deng Minghui | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Bao Jia | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Li Huipan | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Jia Wei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Qiao Botao | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Yin Haiyun | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Wang Shujuan | Graduated master students | 125600 | Engineering Management |
| Ban Jiyue | Graduated master students | 125600 | Engineering Management |
| Xiong Ao | Graduated master students | 120100 | Management Science and Engineering |
| Fu Saiji | Graduated master students | 25100 | Finance |
| Huang Siting | Graduated master students | 120100 | Management Science and Engineering |
| Zhang Libin | Graduated master students | 120100 | Management Science and Engineering |
| Zhao Minghui | Graduated doctoral student | 120100 | Management Science and Engineering |
| Bai Xue | Graduated master students | 1201Z2 | Innovation Management |
| Li Sizhe | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Tao Wei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Wang Xiu | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhu Lin | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Wei Yixin | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Xia Daidai | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Peng Yao | Graduated master students | 20204 | Finance |
| Ye Hanrui | Graduated master students | 120100 | Management Science and Engineering |
| Jiang Jiading | Graduated doctoral student | 120100 | Management Science and Engineering |
| Wang Feng | Graduated doctoral student | 120100 | Management Science and Engineering |
| Zeng Fanyou | Graduated master students | 125600 | Engineering Management |
| Han Bowen | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Liu Ziying | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Ma Qianliang | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Wang Shilei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhao Haitao | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zuo Huaiyuan | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Liao Mian | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Abu Duxukul Usman | Graduated doctoral student | 120100 | Management Science and Engineering |
| Shen Tingting | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Zhang Xiaodi | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Feng Yiming | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Yin Huiyu | Graduated master students | 125100 | Master of Business Administration (MBA) |
| He Linjia | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Wei Weiwei | Graduated master students | 125100 | Master of Business Administration (MBA) |
| Jiang Zhe | Graduated doctoral student | 120100 | Management Science and Engineering |
| Students under guidance | |||
| Li Fuxin | Doctoral candidate | 120100 | Management Science and Engineering |
| Jia Hongxing | Doctoral candidate | 120100 | Management Science and Engineering |
| A bu Li mi ti Wu bu Li | Doctoral candidate | 120100 | Management Science and Engineering |
| Ding Zhaojun | Doctoral candidate | 120100 | Management Science and Engineering |
| Wang Die | Doctoral candidate | 120100 | Management Science and Engineering |
| Gao Chang | Doctoral candidate | 120100 | Management Science and Engineering |
| Xiang Li | Master degree candidate | 1201Z2 | Innovation Management |
| Fan Xinyan | Doctoral candidate | 120100 | Management Science and Engineering |
| Cai Hui | Doctoral candidate | 120100 | Management Science and Engineering |
| Xiao Xiao | Doctoral candidate | 120100 | Management Science and Engineering |
| Zhang Yilin | Master degree candidate | 120100 | Management Science and Engineering |
| Peng Yixie | Master degree candidate | 1201Z2 | Innovation Management |
| Huang Congli | Doctoral candidate | 120100 | Management Science and Engineering |
| Long Xiangfei | Master degree candidate | 125601 | Engineering Management |
| Cheng Xiaodong | Master degree candidate | 125601 | Engineering Management |
| Li Qilan | Master degree candidate | 120100 | Management Science and Engineering |
| Xing Ying | Master degree candidate | 120100 | Management Science and Engineering |
| Cao Song | Doctoral candidate | 120100 | Management Science and Engineering |
| Tang Hanbin | Doctoral candidate | 120100 | Management Science and Engineering |
| Wang Haiou | Doctoral candidate | 120100 | Management Science and Engineering |
| Hao Juan | Doctoral candidate | 120100 | Management Science and Engineering |
| Wang Jun | Doctoral candidate | 120100 | Management Science and Engineering |
| Sun Shouxian | Doctoral candidate | 120100 | Management Science and Engineering |
| Ai ni wa er ai he mai ti | Doctoral candidate | 120100 | Management Science and Engineering |
| Huhaifeng | Doctoral candidate | 120100 | Management Science and Engineering |
| Xue Bowen | Doctoral candidate | 120100 | Management Science and Engineering |
| Yun Guoliang | Doctoral candidate | 120100 | Management Science and Engineering |
| Zhou Feite | Doctoral candidate | 120100 | Management Science and Engineering |
| Wang Fuqiang | Doctoral candidate | 1201Z2 | Innovation Management |
| Du Ying | Master degree candidate | 120100 | Management Science and Engineering |
| Li Yipeng | Master degree candidate | 125100 | Master of Business Administration (MBA) |
| He Linbin | Master degree candidate | 125100 | Master of Business Administration (MBA) |
| Yuan Shumin | Master degree candidate | 125100 | Master of Business Administration (MBA) |
| Jia Yige | Master degree candidate | 125100 | Master of Business Administration (MBA) |
| Wang Yiyan | Master degree candidate | 125100 | Master of Business Administration (MBA) |
| Wu Ying | Master degree candidate | 125100 | Master of Business Administration (MBA) |
| Gu Xiaoxia | Master degree candidate | 125100 | Master of Business Administration (MBA) |