Big Data and Business Intelligence Technology Center

DATEDecember 31, 2022

Research Interests

System Optimization, Big Data & Artificial Intelligence


[1] Su Y, Fan Q. Renewable energy technology innovation, industrial structure upgrading and green development from the perspective of China’s provinces[J]. Technological Forecasting and Social Change, 2022, 180: 121727.

[2] Yu L, Zhang X, Yin H. An extreme learning machine based virtual sample generation method with feature engineering for credit risk assessment with data scarcity[J]. Expert Systems with Applications, 2022, 202: 117363.

[3] Zhao J, Wei J, Yu L. Managing knowledge reuse: the duality of innovator personality[J]. Journal of Knowledge Management, 2022.

[4] Zhao J, Xi X, Zhang L, et al. Reuse of knowledge by efficient data analytics to fix societal challenges[J]. Information Processing & Management, Elsevier, 2022, 59(1): 102764.

[5] Zhang X,Yu L*, Yin H. Integrating data augmentation and hybrid feature selection for small sample credit risk assessment with high dimensionality[J]. Computers & Operations Research, 2022, 146: 105937.

[6] Gong C, Jiang L, Hou L. Group Decision-Making with Distance Induced Fuzzy Operators[J]. International Journal of Fuzzy Systems, Springer, 2022, 24(1): 440–456.

[7] Liu C, Zhu H,Yu L*, et al. Performance Evaluation of Research Laboratories with ecological theory and network data envelopment analysis[J]. Journal of Cleaner Production, Elsevier, 2021, 327: 129452.

[8] Yu L, Zhang X. Can small sample dataset be used for efficient internet loan credit risk assessment? Evidence from online peer to peer lending[J]. Finance Research Letters, Elsevier, 2021, 38: 101521.

[9] Zhao Y, Upreti V, Cai Y. Stock returns, quantile autocorrelation, and volatility forecasting[J]. International Review of Financial Analysis, Elsevier, 2021, 73: 101599.

[10] Hu Y, Zhang P, Fan B, et al. Integrated recovery of aircraft and passengers with passengers’ willingness under various itinerary disruption situations[J]. Computers & Industrial Engineering, Elsevier, 2021, 161: 107664.

[11] Yin H, Zheng S, Yeoh W, et al. How online review richness impacts sales: An attribute substitution perspective[J]. Journal of the Association for Information Science and Technology, Wiley Online Library, 2021, 72(7): 901–917.

[12] Yu L, Wu Y, Tang L, et al. Investigation of diversity strategies in RVFL network ensemble learning for crude oil price forecasting[J]. Soft Computing, Springer, 2021, 25(5): 3609–3622.

[13] Zhao J, Wei J, Xi X, et al. Firms’ heterogeneity, relationship embeddedness, and innovation development in competitive alliances[J]. Industrial Marketing Management, Elsevier, 2020, 91: 114–128.

[14] Zhao J, Xi X, Wang S, et al. Dynamic analysis of different resource allocations: Implications for resource orchestration management of strategic alliances[J]. Computers & Industrial Engineering, Elsevier, 2021, 158: 107393.

[15] Peng Y, Xiaohe L, Jianbo S. A multi-attribute group decision making method considering both the correlation coefficient and hesitancy degrees under interval-valued intuitionistic fuzzy environment[J]. Applied Soft Computing, Elsevier, 2021, 104: 107187.

[16] Bai L, Yan X. Impact of social media capability on firm performance: new evidence from China[J]. Asian Business & Management, Springer, 2021: 1–19.

[17] Liu T, Song Y, Xing X, et al. Bridging production factors allocation and environmental performance of China’s heavy-polluting energy firms: The moderation effect of financing and internationalization[J]. Energy, Elsevier, 2021, 222: 119943.

[18] Liu T, Wang J, Zhu Y, et al. Linking economic performance and sustainable operations of China’s manufacturing firms: What role does the government involvement play?[J]. Sustainable Cities and Society, Elsevier, 2021, 67: 102717.

[19] Wang J, Yu S,Liu T*. A theoretical analysis of the direct rebound effect caused by energy efficiency improvement of private consumers[J]. Economic Analysis and Policy, Elsevier, 2021, 69: 171–181.


[1] First prize in the Excellent Research Achievement Award, Ministry of Industry and Information Technology of the People’s Republic of China, 2022

[2] First prize in the Excellent Research Achievement Award, Ministry of Industry and Information Technology of the People’s Republic of China, 2021

[3] First Prize in the Annual Excellent Achievement Award, China National Defense Economics, 2021

[4] First Prize in Outstanding Achievement Award, Humanities and Social Sciences Research in Heilongjiang, 2021 (twice)


Zhinan Wang