徐曼
Man XU
Associate Professor
Information Resources Management
Email:td_xuman@nankai.edu.cn
Tel:13920363161
Biography Research & Achievements Projects Teaching 中文版
Research Areas

Big Data Analysis

Intelligent Decision Making

Computational Communication in Social Networks

Smart Healthcare

Education
[1] Ph.D. in Management (Major: Management Science and Engineering)
College of Management and Economics, Tianjin University, Tianjin, P.R. China, June 2011
[2] Master of Management (Major: Industrial Engineering)
College of Management and Economics, Tianjin University, Tianjin, P.R. China, June 2006
[3] Bachelor of Management (Major: Tourism Management)
The Business School, NanKai University, Tianjin, P.R. China, June 2000
Professional Experience

2018/01-Present, Teaching in Department of Information Resources Management, Business School of Nankai University, Associate Professor

2015/08-2017/12, Teaching in Department of Information Resources Management, Business School of Nankai University, Assistant Professor

2011/07-2015/07, Teaching in Department of Industrial Engineering, TEDA College of Nankai University, Assistant Professor

Awards
Tianjin Outstanding Doctoral Dissertation in 2013.
Tianjin University Outstanding Doctoral Dissertation in 2012.
Dr. Graduate Young Scholar of Education Ministry in 2010.
Tianjin University Outstanding Doctoral Dissertation Fund in 2009.
Kechang Wang Scholarship (Cultural Science and Technology Innovation Award ) during 2009-2010.
Social Service
Vice General Secretary at Chinese Industrial Engineering Institute of CMES

Communication Review Expert of the National Natural Science Foundation of China

Number of CIE's editor board
Research Achievements
 Journal Papers

1. Papers as the first author

[1] Man Xu, Dan Gan*, Ting Pan. Trends and characteristics of China's medical informatization policy from 1996 to 2020: a bibliometric analysis[J]. Aslib journal of information management, 2021, 73(5): 720-753.

[2] Man Xu, Xiao Wu, Ting Pan, Dan Gan*. An Empirical Study on the Influencing Factors of Fear of Missing Out in Content-based Mobile Social Media Context[J]. Information studies: Theory & Application, 2021, 044(004):153-161.

[3] Man Xu, Dan Gan, Jiang Shen. Bayesian- Case Retrieval Feature Selection Model Based on Mutual Information[J]. Industrial Engineering Management, 2018, 23(5): 176-182.

[4] Man Xu, Jiang Shen, Dan Gan, Haiyan Yu. Feature Threshold Selection on Model Based on Case-Rule Retrieval[J]. Journal of the China Society for Scientific and Technical Information, 2017, 36(3): 260-266.

[5] Man Xu, Jiang Shen, Haiyan Yu. A Review on Data-driven Healthcare Decision-making Support[J]. Industrial Engineering Management, 2017, 22(1): 1-13.

[6] Man Xu, Jiang Shen, Bang An, Ning Kang. Intelligent Manufacturing Resource Allocation Efficiency Based on Mutual Information Criterion[J]. Computer Integrated Manufacturing Systems, 2017, 23(9): 1842-1852.

 

2. Papers as the corresponding author

[1] Jiang Shen, Ting Pan, Man Xu*, Dan Gan, Bang An. A novel DL-based algorithm integrating medical knowledge graph and doctor modeling for Q&A pair matching in OHP[J]. Information Processing and Management, 2023, 60:103322.

[2] Jiang Shen, Fusheng Liu, Man Xu*, et al. Decision support analysis for risk identification and control of patients affected by COVID-19 based on Bayesian Networks[J]. Expert Systems with Application, 2022, 196 (06): 116547.

[3] Jiang Shen, Bang An, Man Xu*, et al. Internal or External Word-of-Mouth (WOM), Why Do Patients Choose Doctors on Online Medical Services (OMSs) Single Platform in China?[J]. International Journal of Environmental Research and Public Health, 2022, 19: 13293.

[4] Dan Gan, Jiang Shen, Bang An, Man Xu*, Na Liu. Integrating TANBN with cost sensitive classification algorithm for imbalanced data in medical diagnosis[J]. Computers & Industrial Engineering, 2020, 140(02):106266.

[5] Panpan Zhu, Jiang Shen, Man Xu*. Patients' Willingness to Share Information in Online Patient Communities: Questionnaire Study[J]. Journal of Medical Internet Research, 2020, 22(4): e16546.

[6] Jiachao Wu, Jiang Shen, Man Xu*, et al. An Evolutionary Self-organizing Cost-Sensitive Radial Basis Function Neural Network to Deal with Imbalanced Data in Medical Diagnosis[J]. International Journal of Computational Intelligence Systems, 2020, 13(1):1608-1618.

[7] Na Liu, Er-shi Qi, Man Xu*, et al. A novel intelligent classification model for breast cancer diagnosis[J]. Information Processing and Management, 2019, (56): 609-623.

[8] Dan Gan, Jiang Shen, Man Xu*. Adaptive Learning Emotion Identification Method of Short Texts for Online Medical Knowledge Sharing Community [J].Computational Intelligence and Neuroscience,2019,2019:1-10.

[9] Na Liu, Jiang Shen, Man Xu*, et al. Improved Cost-Sensitive Support Vector Machine Classifier for Breast Cancer Diagnosis[J]. Mathematical Problems in Engineering,2018,16(5):476-480.

[10] Haiyan Yu, Jiang Shen, Man Xu*. Temporal case matching with information value maximization for predicting physiological states[J]. Information Sciences, 2016, 367-368:766-782.

 

Academic Monograph

[1] Big Data Analysis: Theory, Methods and Applications, Written by Steven S. Skiena, Germany, Translated by Man Xu, Beijing: China Machine Press. 2022.03, ISBN978-7-111-70347-1.

[2] Smart Healthcare, Written by Man Xu, Beijing: Science and Technology Literature Publishing House. 2019.12, ISBN978-7-5189-6391-1.

[3] Made in China 2025 Popular Reader-New Generation of Information Technology Industry, Edited by Jiang Shen and Man Xu, Shandong: Shandong Science and Technology Press. 2018.04, ISBN978-7-5331-9225-9.

[4] Big Data Healthcare, Written by Man Xu, Jiang Shen, Haiyan Yu, Beijing: China Machine Press. 2017.03, ISBN9787111559771.



Projects

As the Project Leader, presided over the research project

[1] 2020/01-2023/12, The National Natural Science Foundation project, Knowledge Reasoning on Intelligent Medical Decision-Making Based on Multimodal Machine Learning, NO.71971123.

[1] 2022-2023, Nankai University Scientific Research Youth Project of Liberal Arts Development Fund, Research on Multi-Agent Oriented Medical Diagnosis Knowledge Recommendation, ZB2BZ0324.

[2] 2020/01-2023/12, The National Natural Science Foundation project, Knowledge Reasoning on Intelligent Medical Decision-Making Based on Multimodal Machine Learning, NO.71971123.

[3] 2016/01-2019/12, The National Natural Science Foundation project, Research on intelligent medical clinical decision-making evidence reasoning based on heterogeneous data fusion, NO. 71571105.

[4] 2013/01-2015/12, The National Natural Science Foundation of China Youth Project, Study on medical decision-making cost sensitivity based on the CBR/RBR fusion mode, NO.71201087.

[5] 2016/07-2019/12, China-Singapore Science and Technology Cooperation Project of Tianjin Eco-city, Research on Integrated Operation Management and Efficiency of Building Photovoltaic Integration, NO.2016120024004292.

 

As the main research personnel, participated in research projects

[1] 2017/01-2019/12, The National Natural Science Foundation of China Youth Project, Medical Record Label Recommendation Research with Multi-scale Decision-making based on Variational Evidential Reasoning, NO. 71601026.

[2] 2012/01-2015/12, The National Natural Science Foundation of China, Research on the Quality and Efficiency of Medical Decision-Making System based on Robustness Principle, NO.71171143.

Teaching

Web Information Mining (Graduate Course)

Foundation of Data Management (Undergraduate Course)

Marketing (Undergraduate Course)

Development and Design of Literature Database (Undergraduate Course)

Archives System Analysis (Undergraduate Course)

Introduction to Intelligent Manufacturing (Undergraduate Course)

Market Research ( MBA Course)