侯磊 - 南京信息工程大学

个人简介

侯磊，南京信息工程大学管理工程学院信息管理系讲师，南京信息工程大学龙山学者，江苏省双创博士。此前，毕业于英国雷丁大学亨利商学院，获商业信息学博士学位，后于香港城市大学传播研究中心从事研究工作。目前已在线上信息管理、用户行为分析、复杂系统建模等领域在国内外高水平期刊《Tourism Management》、《Internet Research》、《Journal of Informetrics》、《Physica A》等发表论文30余篇，Google Scholar总引用量600余次，H指数15。教育、研究经历 10/2019 ~ 至今: 讲师，南京信息工程大学，管理工程学院 10/2018 ~ 11/2019: 博士后研究员，香港城市大学，传播研究中心 09/2015 ~ 08/2018: 信息学博士，英国雷丁大学，亨利商学院 12/2014 ~ 07/2015: 研究助理，香港城市大学，互联网挖掘实验室 09/2012 ~ 03/2015: 理学硕士，上海理工大学，管理学院，系统科学 09/2008 ~ 06/2012: 管理学学士，山东科技大学，资源与环境工程学院，工业工程

研究领域

主要研究兴趣集中于数据科学与复杂社会、经济系统的交叉。得益于当前大规模数据的可获得性以及计算方法的极大发展，致力于更好挖掘、理解真实系统中的问题与机制，为系统设计优化提供解决方案和决策支持。

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Hou, L., & Pan, X. (2023). Aesthetics of hotel photos and its impact on consumer engagement: A computer vision approach. Tourism Management, 94, 104653. (SSCI, IF 12.879, ABS 4星) Hou, L., Guan, L., Zhou, Y., Shen, A., Wang, W., Luo, A., Lu, H., & Zhu, J.J.H. (2022), Staying, switching, and multiplatforming of user-generated content activities: a 12-year panel study. Internet Research, ahead-of-print. (SCI, IF 6.353, ABS 3星) Hou, L.*, Pan, Y. (2022). Evaluating the connectedness of commodity futures markets via the cross-correlation network. Frontiers in Physics, 10, 1017009. (SCI, IF 3.718) Pan, Y., Hou, L.*, & Pan, X. (2022). Interplay between stock trading volume, policy, and investor sentiment: A multifractal approach. Physica A, 603, 127706. (SCI, IF 3.778) Hou, L.* (2022). Network versus content: The effectiveness in identifying opinion leaders in an online social network with empirical evaluation. Physica A, 592, 126879. (SCI, IF 3.778) Hou, L.*, & Pan, X. (2022). Consumers with specialised and diverse experience produce more helpful reviews. Online Information Review, 46(4), 645-659. (SSCI, IF 2.325) Pan, X., Hou, L.*, & Liu, K. (2022). The Effect of Product Distance on the WOM in Recommendation Network. Electronic Commerce Research, 22, 901-924. (SSCI, IF 3.74) Hou, L.*, Pan, Y., & Zhu, J.J.H. (2021). Impact of scientific, economic, geopolitical, and cultural factors on international research collaboration. Journal of Informetrics, 15(3), 101194. (SSCI, IF 5.107) Hou, L.*, Pan, X., & Liu, K. (2018) Balancing the popularity bias of object similarities for personalised recommendation. European Physical Journal B, 91(3), 47. (SCI, IF 1.4) Hou, L.*, Liu, K., Liu, J., & Zhang, R. (2017) Solving the stability–accuracy–diversity dilemma of recommender systems. Physica A, 468, 415-424. (SCI, IF 2.5) Hou, L., & Liu, K. (2017) Common neighbour structure and similarity intensity in complex networks. Physics Letters A, 381(39), 3377-3383. (SCI, IF 2.087) Hou, L., Pan, X., & Liu, K. (2017) Identifying informative objects for mining similar users in recommender systems. In: Proceedings of International Conference on Logistics, Informatics and Service Sciences. Kyoto, Japan. (会议最佳论文) Liu, J., Hou, L., Pan, X., Guo, Q., & Zhou, T. (2016) Stability of similarity measurements for bipartite networks. Scientific Reports, 6, 18653. (SCI, IF 4.011) Hou, L., Pan, X., Guo, Q., & Liu, J. (2014) Memory effect of the online user preference. Scientific Reports, 4, 6560. (SCI, IF 4.011) Hou, L., Liu, J., Pan, X., & Wang, B. H. (2014) A social force evacuation model with the leadership effect. Physica A, 400, 93-99. (SCI, IF 2.5)