RESEARCH FIELD

Text Mining, Social Network Analysis and Recommendation Systems

EDUCATION BACKGROUND

Ph.D           City University of Hong Kong (year 2011 to year 2015 );

Ph.D University of Science and Technology of China, ( year 2010 to year 2015)          

Bachelor     Hefei University of Technology ( year 2006 to year 2010)

TEACHING

Management Information System, Management System Simulation, Data Mining and Service Management

RESEARCH

1. Peer Reviewed International Journal Publications

Yang, Chen, Chen, Xiaohong, Liu, Lei, and Penny Sweetser. Leveraging Semantic Features for Recommendation: Sentence-level Emotion Analysis. Information Processing & Management, 2021, 58(3).

Yang, Chen, Liu, Tingting, Yi, Wenjie, Chen, Xiaohong, and Niu, Ben. Identifying Expertise through Semantic Modeling: A Modified BBPSO Algorithm for the Reviewer Assignment Problem. Applied Soft Computing, 2020, 94.

Yang, Chen, Liu, Tingting, Chen, Xiaohong, Bian, Yiyang, and Liu, Yuewen. HNRWalker: Recommending Academic Collaborators with Dynamic Transition Probabilities in Heterogeneous Networks. Scientometrics, 2020, 123(1): 429-449.

Hao, Zhi-yong, Yang, Chen, Liu, Lei, Mijat Kustudic, and Niu, Ben. Exploiting skew-adaptive delimitation mechanism for learning expressive classification rules. Applied Intelligence, 2019, 50(3): 746-758.

Liu, Yang, Yang, Chen, Ma, Jian, Xu, Wei, and Hua, Zhongsheng. A Social Recommendation System for Academic Collaboration in Undergraduate Research. Expert Systems, 2019, 36(2):1-17.

Bian, Yiyang, Yang, Chen, Zhao, J. Leon, and Liang, Liang. Good drivers pay less: A study of usage-based vehicle insurance models. Transportation Research Part A: Policy and Practice, 2018, 107: 20-34.

Tan, Lijing, Wang, Hong, Yang, Chen, and Niu, Ben. A Multi-objective Optimization Method based on Discrete Bacterial Algorithm for Environmental/Economic Power Dispatch. Natural Computing, 2017, 16(4): 549-565.

Du, Wei, Chen, Xusen, Yang, Chen, and Ma, Jian. Establishing interoperability among knowledge organization systems for research management: a social network approach. Scientometrics, 12(3): 1489-1506 .

2. Peer Reviewed Chinese Journal Publications

Yang, Chen, Wang, Chuhan, Fang, Jinyuan, Liu, Tingting. Research on the International Scientific Cooperation of Library and Information Science in China——A Case Study of China’s First-Class Universities, Modern Information, 2021,41(11): 140-149.

Yang, Chen, Chen, Xiaohong, Wang, Chuhan，Liu Tingting. Recommendation Strategy Based on

Users’ Preferences for Fine-Grained Attributes, Data Analysis and Knowledge Discovery, 2021, 5(10)：94—102.

Yang, Chen, Wang, Chuhan, Tao, Wanying, and Gengshuang. Patent-based Technology Opportunity Identification: A Case Study Based on Deep Learning. Science and Technology Management Research, 2021,41(12):172-176(in Chinese).

Yang, Chen, Liu, Tingting, Liu, Lei, Niu, Ben, and Sun, Jianshan. A Novel Recommendation Approach of Electronic Literature Resources Combining Semantic and Social Features. Journal of the China Society for Scientific and Technical Information, 2019,38(06):632-640(in Chinese).

3. Peer-reviewed Academic/ Professional Meeting Proceedings

Hao, Zhi-Yong, Liu, Tingting, Yang, Chen, and Chen, Xiaohong. “Context-aware layered learning for argumentation based multiagent collaborative recognition,” 10th International Conference on Swarm Intelligence (ICSI), Jul. 26-30, 2019.

Yang, Chen, Liu, Tingting, Zuo, Lulu, and Hao, Zhiyong. “An Empirical Study on the Data Security and Privacy Awareness to Use Health Care Wearable Devices,” 16th International Conference on Service Systems and Service Management, Shenzhen, China, Jul. 13-15, 2019.

Liu, Lei, Xiao, Lu, Zuo, Lulu, Liu, Jia, and Yang, Chen. “Application of BFO based on Path Interaction in Yard Truck Scheduling and Storage Allocation Problem,” 13th International Conference on Bio-inspired Computing: Theories and Applications, Beijing, China, Nov. 2018.

Yang, Chen, Chen, Xiaohong, Liu, Lei, Liu, Tingting, and Geng, Shuang. “A Hybrid Movie Recommendation Method Based on Social Similarity and Item Attributes,” 9th International Conference on Swarm Intelligence, Shanghai, China, Jun.17-22, 2018.

Yang, Chen, Liu, Tingting, Liu, Lei, Chen, Xiaohong, and Hao, Zhiyong. “A Personalized Friend Recommendation Method Combining Network Structure Features and Interaction Information,” 9th International Conference on Swarm Intelligence, Shanghai, China, Jun. 17-22, 2018