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