Dr. Yanhong Guo is an associate professor at Dalian University of Technology, China, who is a committee member of Intelligent Service Committee of Chinese Artificial Intelligence Association and the committee  member of the Big Data Committee of Chinese Computer Association. She obtained Ph.D. degree in Management Science and Engineering from Dalian University of Technology, China. In recent years, her research has focused on the application of machine learning and artificial intelligence methods in the field of smart finance. She has presided over 2 national projects including the National Natural Science Foundation of Chinese General Project and the National Natural Science Foundation of Chinese Youth Project. Her publishes are in European Journal of Operational Research, SIG KDD etc. She has proposed “Instance based credit risk assessment” method in the field of P2P lending, and this method open up a new research perspective in field of risk assessment under the context of big data nowadays.  This method  got a lot positive ratings and  citations by many international famous  scholars.

Major Publications

(1) Yanhong Guo, Wenjun Zhou*, Chunyu Luo, Chuanren Liu, Hui Xiong.  Instance-based credit risk assessment for investment decisions in P2P lending[J]. European Journal of Operational Research, 2016, 249, 417-426; SSCI&SCI , IF: 4.231, JCR Q1, ABS 4, 200 google scholar citations.

(2) Chunyu Luo, Hui Xiong, Wenjun Zhou, Yanhong Guo, Guishi Deng. Enhancing investment decisions in P2P lending: an investor composition perspective. KDD '11: Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, August 2011, 292–300. 51 google scholar citations.

(3) Yanhong Guo*, Shuai Jiang, Wenjun Zhou, Chunyu Luo, Hui Xiong, A Predictive Indicator Using Lender Composition for Loan Evaluation in P2P Lending[J], Financial Innovation, SSCI, JCR Q1, IF: 2.964, Accepted.

(4) Yanhong Guo*, Shuai Jiang, Han Qiao, Feiting Chen. A New Integrated Similarity Measure for Enhancing Instance-based Credit Assessment in P2P Lending[J], Expert Systems with Applications, SCI, JCR Q1, IF 5.452, Accepted.

(5) Yanhong Guo*, Shuai Jiang, Feiting Chen, Yaocong Li, Chunyu Luo. Borrower-lender Information Fusion for P2P Lending: A Nonparametric Approach[J]. Ingénierie des systèmes d information, 2019, 24, 269-279.

(6) Yanhong Guo*. Dynamic Pricing Strategies Between Online and Off-Line Retailers Based on Switching Costs[J]. Journal of Electronic Commerce in Organizations, 2013, 11,64-74, SCI, ABS 2, 3 google scholar citations.

(7) Yanhong Guo*, Hui Wang, Wei Liu. Improved Pareto/NBD Model and Its Applications in Customer Segmentation based on Personal Information Combination[J]. International Journal of Database Theory & Application, 2013, 6, 184-194; 5 google scholar citations.

(8) Yanhong Guo*, Wei Liu, Chunyu Luo. An Investment Decision Model and Its Experimental Research on P2P Lending Network[J]. Operations Research and Management Science, 2016, 25, 214-219;.2016.0066. CNKI citations:13.