傅馨
系别:管理科学系
职称:教授
办公电话:+86-
电子邮箱:xfu@xmu.edu.cn


个人简介
教育经历
工作经历
研究领域
主讲课程
研究成果

Xin Fu received her BSc degree (1st class Hons.) in ComputerScience from the University of Ulster, UK, in 2005; the MPhil degree in Informatics from the University of Manchester, UK, in 2007; and the PhD degree in Computer Science from Aberystwyth University, UK, in 2010. She worked as a Post-Doctorate Research Associate on a collaborative project between University of Bradford, UK and Syngenta Ltd, UK (based at Syngenta Jealott＇s Hill International Research Center) from 2010 - 2012. She is now with the school of management, Xiamen University, China. Her research interests include decision support systems, fuzzy and qualitative modelling, business intelligence, and predictive toxicology.







2019.08 - present: Professor, School of Management, Xiamen University
2013.08 - 2019.08: Associate Professor, School of Management, Xiamen University
2012.04 - 2013.08: Assistant Professor, School of Management, Xiamen University
2010.06 - 2012.04: Postdoctoral Research Assistant, School of Computing, Informatics and Media, University of Bradford, U.K. & Jealott＇s Hill Research Center, Syngenta Ltd, U.K.

Decision support systems;
Machine learning;
Business intelligence;
Fuzzy and qualitative modelling;

Journal Publications:
[1]B. Fang, X. Fu*,S.X. Liu, and S. Cai. Post-purchase warranty and knowledge monetization: Evidence from a paid-knowledge platform.Information and Management.2021. 58(3): 1- 13.
[2]X. Fu,S.X. Liu, B. Fang*, X. Luo and S. Cai. How do expectations shape consumer satisfaction? Anempirical study on knowledge products.Journal of Electronic Commerce Research.2020. 21(1): 1- 20.
[3] S. Cai, Q.F. Luo,X. Fu*,and B. Fang. What drives the sales of paid knowledge products? A two-phase approach.Information and Management.2020. 57: 1- 13.
[4]X. Fu*,X.J. Zeng, P.P. Feng, and X.W. Cai. Clustering-based short-term load forecasting for residential electricity under the increasing-block pricing tariffs in China.Energy. 2018. 165:76–89.
[5]X. Fu,X. Chen, Y.T. Shi, I. Bose, and S. Cai. User segmentation for retention management in online social games.Decision Support Systems. 2017. 101:51–68.
[6]X. Fu,X.J. Zeng, X. Luo, D. Wang, D. Xu, and Q.L. Fan. Designing an intelligent decision support system for effective negotiation pricing: A systematic and learning approach.Decision Support Systems. 2017. 96:49–66.

[7] S. Cai, X. Lin，D. Xu andX. Fu*. Judging online peer-to-peer lending behavior: A comparison of first-time and repeated borrowing requests.Information and Management. 2016.53(7):857–867.
[8]X. Fu，X.J. Zeng, D. Wang, D. Xu, and L.Z. Yang. Fuzzy system approaches to negotiation pricing decision support.Journal of Intelligent & Fuzzy Systems. 2015. 29:685-699.
[9]X. Fu andY. Shen. Study of collective user behaviour in Twitter: a fuzzy approach.Neural Computing and Applications. 2014. 25:1603-1614.
[10] S.H. Han, Y.J. Ye,X. Fu*, and Z.L. Chen. Category role aided market segmentation approach to convenience store chain category management.Decision Support Systems. 2014. 57: 296-308.
[11] A.Palczewska,X. Fu*, P.Trundle, L.Z. Yang, D.Daniel, M. Ridley, and K. Travis. Towards model governance in predictive toxicology.International Journal of Information Management. 2013. 33:567-582.
[12]X. Fu,A. Wojak, D.Neagu, M.Ridley and K.Travis. Data governance in predictive toxicology: A review.Journal of Cheminformatics. 2011. 3(24):1-16.
[13]X. Fu, Q. Shen. Fuzzy complex numbers and their application for classifiers.Pattern Recognition2011. 44:1403-1417.

[14]X. Fu, Q. Shen. Fuzzy compositional modelling.IEEE Transactions on Fuzzy Systems. 2010. 18(4):823-840.
[15]X. Fu, T. Boongoen and Q. Shen. Evidence directed generation of plausible crime scenarios.Applied Artificial Intelligence. 2010. 24: 253-276.


Research Grants:
[1] 国家自然科学基金重大研究计划“大数据驱动的管理与决策研究”培育项目(No. **)，“大数据驱动的知识共享平台产品定价及收益分配研究”，2018.01 -2020.12，43万元。（主持，已结题）
[2] 国家自然科学基金青年项目(No. **)，“基于分段分式的动态需求建模及多层全局优化的阶梯电价研究”，2014.01 - 2016.12，20.5万元。（主持，已结题）
[3] 教育部人文社会科学研究一般项目(No. 13YJC630033), "阶梯电价的多元动态优化及其对电力消费行为的影响研究", 2013.01 - 2016.01, 8万元。（主持，已结题）

Java Programming (Undergraduate);
Management Information Systems (Undergraduate);
Data Mining (Undergraduate & Postgraduate)



（该部分数据内容来源：从师资科研管理系统调取，由教师本人填写。）

>> 期刊论文（MORE） [1] Shun Cai, Qinfang Luo, Xin Fu, Bin Fang. What drives the sales of paid knowledge products? A two-phase approach. Information and Management. 2020.57(5):1-13
[2] Xin Fu, Shaoxia Liu, Bin Fang, Xin(Robert) Luo, Shun Cai. How do Expectations Shape Consumer Satisfaction? An Empirical Study on Knowledge Products. Journal of Electronic Commerce Research. 2020.21(1):1-20
[3] 罗钦芳，丁国维，傅馨，蔡舜，陈熹. 基于“ 多层次分类” 法的异常 P2P 贷借款识别. 管理工程学报. 2017.(3):201-209

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