Prof. Zhijun Zhang

Email:zzjsdcn@163.com

 

 

Machine Learning

Artificial Intelligence

Recommendation System

 

 

Aug   2015 - Aug 2016	Oklahoma   State University, US, Visitor
Sept   2011 – Jun 2015	Shandong   Normal University, PhD in Information Management Engineering Thesis:   Research on personalized recommendation model and algorithm in social network
Sept   2003 – Jun 2006	Shandong   University, MSc in Computer software and theory Thesis:   Enterprise management decision support system based on data warehouse
Sept   1993 – July 1997	Shandong   Normal University, BSc in Computer application technology Thesis:   Development and application of human resource management information system

 

 

●  2021 awarded RMB 100,000 from the Natural Science Foundation of Shandong Province to explore A Personalized Recommendation Algorithm Based on Deep Learning Fusion Multisource Information as the Principal Investigator.

●  2014 awarded RMB 200,000 from the Science and technology Development Program of Shandong Province to explore Research on Social Network Personalized Technologies of Recommendation System for E-commerce as the Principal Investigator.

●  2016 awarded RMB 50,000 from the teaching reform research project of Shandong Province to explore Research on Innovation of College Classroom Teaching Mode Under Mobile Network Environment as the Principal Investigator.

 

 

●  Zhijun Zhang, Hong Liu. (2015). Social Recommendation Model Combining Trust Propagation and Sequential Behaviors. Applied Intelligence，43(3), 695-706.

●  Zhijun Zhang, Gongwen Xu, Pengfei Zhang, Yongkang Wang. (2017). Personalized recommendation algorithm for social networks based on comprehensive trust. Applied Intelligence，47(3), 659-669.

●  Pengfei Zhang，Zhijun Zhang，TIan Tian，Yigui Wang. (2019). Collaborative filtering recommendation algorithm integrating time windows and rating predictions. Applied Intelligence，49(8), 3146-3157.（Corresponding author）

●  Peng Wen，Weihua Yuan, Qianqian Qin，Seng Sang，Zhijun Zhang. (2021). Neural attention model for recommendation based on factorization machines. Applied Intelligence，51(4), 1829-1844.（Corresponding author）

●  Huali Pan，Zhijun Zhang. (2021). Research on context-awareness mobile tourism E-commerce personalized recommendation model. Journal of Signal Processing Systems， 93(2)，147-154.（Corresponding author）

●  Zhijun Zhang, Hong Liu. (2015). Research on Context-Awareness Mobile SNS Recommendation Algorithm. Pattern Recognition and Artificial Intelligence, 28(2)，404-410.

●  Zhijun Zhang, Gongwen Xu, Pengfei Zhang, Yongkang Wang. (2016). Personalized Recommendation System Based on WSN. International Journal of Online Engineering. 12(10).91-96.

●  Zhijun Zhang, Yigui Wang, Pengfei Zhang, Yongkang Wang. (2016).Personalized Recommendation Algorithm Based on Trust. Revista Tecnica de la Facultad de Ingenieria Universidad del Zulia, 39(8): 297-303.

●  Zhijun Zhang, Huali Pan, Gongwen Xu, Yongkang Wang, Pengfei Zhang. (2016). A context-awareness personalized tourist attraction recommendation algorithm. Cybernetics and Information Technologies, 16(6), 146-159.

●  Zhijun Zhang，Huali Pan，Yongqian Zhao，Yongkang Wang，Gongwen Xu. (2016).Research on Personalized Tourism Attractions Recommendation Model Based on User Social Influence. Advances in Modeling and Analysis B，59(1)，62-75.

作者：田智康

编审：李晓峰

终审：王少华