朱婷婷，女，现任商学院工商管理系讲师。主要从事消费者行为、数据挖掘、个性化推荐的研究，目前已在相关方向上发表相关论文与会议9篇，授权专利6项，主持国家自科青年基金和江苏省高校自科基金。对数据分析、文本挖掘、个性化推荐等有兴趣的老师与同学可以与我联系，互相交流学习！

教育经历：

2016.09-2021.12  合肥工业大学  管理科学与工程   硕博连读

2019.10-2020.11  圣路易斯华盛顿大学 数理统计 访问学者

2012.09-2016.06   南京农业大学  物流工程  学士

发表的论文与会议：

1.Tingting Zhu*, et al. Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method [J]. Knowledge-Based Systems, 2023, https://doi.org/10.1016/j.knosys.2023.110371 (中科院一区)

2.Tingting Zhu*, et al. Learning Personalized Preference: A Segmentation Strategy under Consumer Sparse Data [J]. Expert Systems with Applications, 2023: 119333. (中科院一区)

3.Tingting Zhu*. "The Impact of  Non-immersive Virtual Reality Technologies on Consumers’ Behaviors in real estate: A Website’s Perspective." 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (CCF-B会议)

4.Yezheng Liu, Tingting Zhu, Yuanchun Jiang^*, and Xiao Liu. "Service matchmaking for Internet of Things based on probabilistic topic model." Future Generation Computer Systems 94 (2019): 272-281.（中科院一区）

5. Tingting Zhu, et al. Topic discovery from short reviews based on data enhancement[J]. Intelligent Data Analysis, 2022, 26(2): 295-310.

6. Tingting Zhu, et al. Identifying and modeling the dynamic evolution of niche preferences[J]. Electronic Commerce Research and Applications, 2022, 52: 101117. （中科院二区）

7. Yezheng Liu, Tingting Zhu^*, and Yuanchun Jiang. "Purchase Prediction Based on a Non-parametric Bayesian Method." Proceedings of the 52nd Hawaii International Conference on System Sciences. 2019.

8.Yezheng Liu,, Fei Du, Jianshan Sun^*, Thushari Silva, Yuanchun Jiang, and Tingting Zhu.       "Identifying social roles using heterogeneous features in online social networks." Journal of the  Association for Information Science and Technology 70, no. 7 (2019): 660-674.

9. Yezheng Liu, Fei Du, Jianshan Sun^*, Yuanchun Jiang, Jianmin He, Tingting Zhu, and Chunhua Sun. "A crowdsourcing-based topic model for service matchmaking in Internet of Things." Future Generation Computer Systems 87 (2018): 186-197.

发明专利：

1.   考虑专家知识的交互式主题建模方法及装置,(第二发明人，导师一作)

2.    基于贝叶斯回归的利基产品推荐方法及装置,(第二发明人，导师一作)

3.    一种基于数据增强的主题建模方法,(第二发明人，导师一作)

4.    短文本数据增强方法、系统及检测认证服务平台,(第四发明人)

5.     利基项目推荐方法及装置,(第二发明人，导师一作)

6.    基于对象行为和主题偏好的对象划分方法及装置,(第二发明人，导师一作)

投稿与工作论文：

1. Temporal topic evolution detection and topic-level influencers identification in academic literature streams

2.  融合购买时间窗的个性化偏好发现与识别方法

3.  基于UGC的小众市场发现和潜在用户挖掘

4.  融合主题模型的检索平台的语义识别与匹配方法

5.  Impact of Non-immersive Virtual Reality on Consumer Behavior: Renting vs Buying in online real state platform