姓名：廉涛

职称：讲师
Email：liantao [at] tyut [dot] edu [dot] cn
专业方向：计算机科学与技术
研究领域：推荐系统、数据挖掘

学习经历：

2007/9--2011/6，山东大学计算机科学与技术专业，工学学士
2011/9--2018/6，山东大学计算机科学与技术专业，工学博士，导师：马军 教授
工作经历：
2018/9--至今，太原理工大学大数据学院，讲师
科研项目：
主持山西省教育厅高等学校科技创新项目1项，作为主要成员参与“太原理工大学大数据学院-晋中银行股份有限公司-信雅达金融大数据研究院”金融大数据联合实验室横向课题1项。
学术成果：
[1] Lin Liu, Li Wang, Tao Lian.CaSe4SR: Using Category Sequence Graph to Augment Session-Based Recommendation. Knowledge-Based Systems, 106558.
[2] Yuhang Wang, Li Wang, Yanjie Yang, Tao Lian. 2021. SemSeq4FD: Integrating Global Semantic Relationship and Local Sequential Order to Enhance Text Representation for Fake News Detection. Expert Systems with Applications, 166: 114090.
[3] Xiaorong Hao^#, Tao Lian^#, Li Wang. 2020. Dynamic Link Prediction by Integrating Node Vector Evolution and Local Neighborhood Representation. 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), 1717--1720. (# co-first authors)
[4] Tao Lian, Lin Du, Mingfu Zhao, Zhumin Chen, Jun Ma. 2020. Evaluating and Improving the Interpretability of Item Embeddings Using Item-Tag Relevance Information. Frontiers of Computer Science, 14(3): 143603.
[5] Chaoran Cui, Huihui Liu, Tao Lian, Liqiang Nie, Lei Zhu, Yilong Yin. 2019. Distribution-Oriented Aesthetics Assessment With Semantic-Aware Hybrid Network. IEEE Transactions on Multimedia, 21(5): 1209--1220.
[6] Tao Lian, Zhumin Chen, Yujie Lin, Jun Ma. 2018. Temporal Patterns of the Online Video Viewing Behavior of Smart TV Viewers. Journal of the Association for Information Science and Technology, 69(5): 647--659.
[7] Jing Li, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tao Lian, Jun Ma. 2017. Neural Attentive Session-based Recommendation. 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), 1419--1428. Best Full Paper Runner-up Award.
[8] Tao Lian, Zhumin Chen, Yujie Lin, Jun Ma. 2017. Understanding the Pulse of the Online Video Viewing Behavior on Smart TVs. 6th Chinese National Conference on Social Media Processing (SMP 2017). Communications in Computer and Information Science, 774: 331--342.
[9] Tao Lian, Zhengxian Li, Zhumin Chen, Jun Ma. 2017. The Impact of Profile Coherence on Recommendation Performance for Shared Accounts on Smart TVs. 23rd China Conference on Information Retrieval (CCIR 2017). Lecture Notes in Computer Science, 10390: 30--41.
[10] Kai-Yuan Cui, Peng-Jie Ren, Zhu-Min Chen, Tao Lian, Jun Ma. 2017. Relation Enhanced Neural Model for Type Classification of Entity Mentions with a Fine-Grained Taxonomy. Journal of Computer Science and Technology, 32(4): 814--827.
[11] Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian. 2017. Social Tag Relevance Learning via Ranking-Oriented Neighbor Voting. Multimedia Tools and Applications, 76(6): 8831--8857.
[12] Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian. 2015. Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting. 23rd ACM International Conference on Multimedia (MM 2015), 895--898.
[13] Chaoran Cui, Jun Ma, Tao Lian, Zhumin Chen, Shuaiqiang Wang. 2015. Improving Image Annotation via Ranking-Oriented Neighbor Search and Learning-Based Keyword Propagation. Journal of the Association for Information Science and Technology, 66(1): 82--98.
[14] Di Wang, Jun Ma, Tao Lian, Lei Guo. 2014. Recommendation Based on Weighted Social Trusts and Item Relationships. 29th Annual ACM Symposium on Applied Computing (SAC 2014), 254--259.
[15] 廉涛, 马军, 王帅强, 崔超然. 2014. LDA-CF: 一种混合协同过滤方法. 中文信息学报, 28(2): 129--135,150.
[16] Chaoran Cui, Jun Ma, Tao Lian, Xiaofang Wang, Zhaochun Ren. 2013. Ranking-Oriented Nearest-Neighbor Based Method for Automatic Image Annotation. 36th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013), 957--960.
[17] Chaoran Cui, Jun Ma, Shuaiqiang Wang, Shuai Gao, Tao Lian. 2012. Semantically Coherent Image Annotation with a Learning-Based Keyword Propagation Strategy. 21st ACM International Conference on Information and Knowledge Management (CIKM 2012), 2423--2426.