基本信息
l 职称：讲师
l 研究方向：数据挖掘、大数据处理、城市计算
l 电子邮箱：myang24@sdwu.edu.cn
个人简介
杨敏，博士研究生，讲师，研究方向为利用多源时空数据对城市区域表征学习问题的研究。发表论文8篇，参与多项国家自然科学基金重点项目、面上项目和企业课题。
主持和参加的科研项目
l 国家自然科学基金面上项目，“面向微博的实时流数据处理平台和查询处理关键技术研究”，项目号：61272092，2012.1.1-2016.12.31,参与
l 山东省自然科学基金重点项目，“面向海量时空数据处理的云计算关键技术研究”，项目号：ZR2012FZ004，参与
主要学术成果
l Li, Z., Huang, W., Zhao, K., Yang, M., Gong, Y., & Chen, M. (2024). Urban Region Embedding via Multi-View Contrastive Prediction. Proceedings of the AAAI Conference on Artificial Intelligence, 38(8), 8724-8732.
l Chen, X., Feng, S., Yang, M., Zhao, K., Xu, R., Cui, C., & Chen, M. (2024). Modeling question difficulty for unbiased cognitive diagnosis: A causal perspective. Knowl. Based Syst., 294, 111750.
l J. Bing, M. Chen, M. Yang, W. Huang, Y. Gong and L. Nie, "Pre-Trained Semantic Embeddings for POI Categories Based on Multiple Contexts," in IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 9, pp. 8893-8904, 1 Sept. 2023, doi: 10.1109/TKDE.2022.3218851.
l 徐则林, 杨敏 and 陈勐, "融合空间和文本信息的兴趣点类别表征模型," 计算机应用, vol. 43, (8), pp. 2456-2461, 2023.
l M. Yang, Y. Zuo, M. Chen and X. Yu, "Scalable Distributed kNN Processing on Clustered Data Streams," in IEEE Access, vol. 7, pp. 103198-103208, 2019.
l Yang, Min, Kun Ma, and Xiaohui Yu. "An efficient index structure for distributed k-nearest neighbours query processing." Soft Computing 24 (2020): 5539-5550.
l Yang, Min, Yang Liu, and Ziqiang Yu. "Distributed grid-based k nearest neighbour query processing over moving objects." Web-Age Information Management: 16th International Conference, WAIM 2015, Qingdao, China, June 8-10, 2015. Proceedings 16. Springer International Publishing, 2015.
l Fan Yang, Yang Liu, Xiaohui Yu, and Min Yang. 2012. Automatic detection of rumor on Sina Weibo. In Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics (MDS '12). Association for Computing Machinery, New York, NY, USA, Article 13, 1–7.
