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Profile of Professor Zhang Fuguo

Date:2020-07-18 Click：

Name: Zhang Fuguo

Title: Professor

Office Phone:

Email: zhangfuguo@jxufe.edu.cn

1. Introduction

Basic Information:

Zhang Fuguo, male, was born in July 1969. He earned a PhD in Management Science and Engineering and now works as a professor and doctoral supervisor of the School of Information Management, Jiangxi University of Finance and Economics.

Research Directions: Personalized Recommendation, User Behavior Analysis, Business Intelligence

Work Experience:

November 2010-Present, Professor, School of Information Management, Jiangxi University of Finance and Economics

October 2011-September 2012, Visiting Scholar, Department of Physics, University of Fribourg, Switzerland

July 2004-October 2010, Lecturer, School of Information Management, Jiangxi University of Finance and Economics

2. Teaching Experience

Courses Taught:

Business Intelligence

Foreign Literature Reading

Information System Analysis and Design

Computer Application

Database Application

Excellent Courses:

Information System Analysis and Design (2019)

https://www.icourse163.org/course/JXUFE-1003247019)

Honors:

Gold Medal Teacher, JUFE

3. Research Achievements

Projects Hosted:

1. Personalized recommendation system based on multiple heterogeneous information fusion (No.71361012), Regional Project of the National Natural Science Foundation of China, 2014/01-2017/12.

2. Recommendation method of niche commodities (No. GJJ12744), Science and Technology Research Project of the Education Department of Jiangxi Province, 2013/01-2014/12.

3. Information heterogeneity and fusion in personalized recommendation system (No. JJ10696), Science and Technology Research Project of the Education Department of Jiangxi Province, 2011/01-2012/12.

4. Multi-criteria recommendation system based on time effect (No. GJJ170319), Science and Technology Research Project of the Education Department of Jiangxi Province, 2018/01-2019/12.

Projects Participated:

1. Personalized information recommendation model and implementation based on context history and community of interest in the ubiquitous environment (No. 71363022), Regional Project of the National Natural Science Foundation of China, 2014/01-2017/12.

2. A mixed recommendation model and implementation based on context awareness and social filtering in the ubiquitous environment (No. 20122BAB211024), Youth Project of Jiangxi Natural Science Foundation, 2012/01-2014/12.

3. A three-parted graph recommendation system that integrates situations in the ubiquitous environment (No.20161BAB201029), General Project of Jiangxi Natural Science Foundation, 2016/01-2018/12.

Papers:

1. Fuguo Zhang, Qihua Liu, An Zeng*. Timeliness in Recommender Systems[J]. Expert Systems with Applications, 2017, 85:270-278.

2. Fuguo Zhang,An Zeng*. Information Filtering via Heterogeneous Diffusion in Online Bipartite Network. Plos One, 2015,10(6): e0129459.

3. Fuguo Zhang, An Zeng*. Improving Information Filtering via Network Manipulation. Europhysics Letters (EPL), 2012, 100(5), pp.58005.

4. Fuguo Zhang. Preventing Recommendation Attack in Trust-based Recommender Systems. Journal of Computer Science and Technology. 2011, 26(5): 823-828.

5. Fuguo Zhang. Robust Analysis of Network Based Recommendation Algorithms against Shilling Attacks[J]. International Journal of Security & Its Applications, 2015, 9(3):13-24. (EI)

6. Fuguo Zhang. Segment-Focused Shilling Attacks against Recommendation Algorithms in Binary Ratings-based Recommender Systems[J]. International Journal of Hybrid Information Technology, 2016, 9(2): 381-388.

7. Fuguo Zhang. Hybrid Attack Model against Recommender Systems[J]. Journal of Information & Computational Science. 2009, 6(3): 1121-1127.

8. Fuguo Zhang. Average Shilling Attack against Trust-based Recommender Systems[C]. Proceedings of 2009 International Conference on Information Management, Innovation Management and Industrial Engineering. 2009, 588-591.

9. Fuguo Zhang. Reverse Bandwagon Profile Inject Attack against Recommender Systems[C]. Proceedings of 2009 International symposium on Computational Intelligence and Design. 2009, 12-15.

10. Fuguo Zhang. The Robustness of Trust-based Recommender Algorithm under Random Attack. Proceedings of the 2nd International Conference on Future Computer and Communication. 2010,585-588.

11. Fuguo Zhang. Research on Recommendation List Diversity of Recommender Systems[C]. Proceedings of 2008 International Conference on Management of e-Commerce and e-Government. 2008.

12. Fuguo Zhang, Shenghua Xu. Topic-level Trust in Recommender Systems[C]. Proceedings of 2007 International Conference on Management Science & Engineering, 2007.