科研团队

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洪文兴

教授

Wenxing Hong 

Professor

个人履历 Brief CV

就读于新加坡南洋理工大学电子与电气工程学院,国家公派联合培养,导师为IEEE院士 (2008.9-2009.9)

就读于厦门大学自动化系系统工程专业,获博士学位,导师为李茂青教授 (2007.9-2010.9)

就读于厦门大学自动化系系统工程专业,获硕士学位 (2004.9-2007.7)

就读于厦门大学自动化系系统工程专业,获学士学位 (1998.9-2002.7)

研究方向 Research Interests

主要研究兴趣是低空经济、无人系统、知识图谱、数据科学和数字经济系统工程

从事低空经济研究,编制市域低空经济总体规划、城市空中交通方案、低空飞行应用场景等

代表性论文 Selected Publications

Book Chapter

李涛、洪文兴,数据挖掘的应用与实践——大数据时代的案例分析(第六章:推荐系统),厦门大学出版社,2013.

Pattern & Software Copyrights

曾尔曼,洪文兴,朱顺痣,一种用于科技信息垂直搜索的异构数据分析方法,中国,201410150100.2

洪文兴,纪幼纯,郑晓晴,一种基于分层隐变量模型的新闻推荐方法,201610897806.4

洪文兴, 基于兴趣的混合垂直新闻推荐系统,2016SR209023

Papers

1. Yang Weng, Lei Wu, Youchun Ji, Wenxing Hong*, Variational Bayesian Approach to Latent Factor Model for Collaborative Filtering. Neuro Proceessing Letter. https://link.springer.com/journal/11063

2. Wenxing Hong, Weiwei Wang, Yang Weng, SiShu Luo, Pingbo Hu, Xiaoqing Zheng, and Jianwei Qi, STOCK PRICE MOVEMENTS PREDICTION WITH TEXTUAL INFORMATION. Mechatronic Systems and Control. DOI: 10.2316/Journal.201.2018.3.201-3039.

3. Nianyin Zeng, Yi You, Lusheng Xie, Hong Zhang, Lishan Ye, Wenxing Hong, Yurong Li. A new imaged-based quantitative reader for the gold immunochromatographic assay. Optik 152 (2018) 92–99

4. Luo, Si-Shu, Yang Weng, Wei-Wei Wang, and Wen-Xing Hong. L1-Regularized Logistic Regression for Event-Driven Stock Market Prediction,  2017 12th International Conference on Computer Science and Education (ICCSE), Houston, USA, 536–541.  DOI: 10.1109/ICCSE.2017.8085550

5. 洪文兴, 王宁, 陈毅伟, 周绮凤, 李涛. 大数据时代的人才推荐系统. 大数据. 2017 Mar 24;3(2):2017024.

6. Lin S, Hong W, Wang D, Li T. A survey on expert finding techniques. Journal of Intelligent Information Systems. 2017:1-25.

7. Ji Youchun, Hong Wenxing, Shangguan Yali, Wang Huan, Ma Jing, Regularized singular value decomposition in news recommendation system. Proceedings of ICCSE 2016, Nagoya, Japan, 23-25 Aug, 2016.

8. Youchun Ji, Wenxing Hong and JianWei Qi, Missing Value Prediction Using Co-clustering and RBF for Collaborative Filtering. Proceedings of  CCBD 2015, Shanghai, China, 4-6 Nov, 2015.

9. Hong Wenxing,  Chen Yiwei and Qi Jianwei, iHR+: A mobile reciprocal job recommender system. Proceedings of  ICCSE 2015, Cambridge, UK, 22-24 July, 2015.

10. Shan Jiang, Wenxing Hong, A vertical news recommendation system: CCNS—An example from Chinese campus news reading system. Proceedings of  ICCSE 2014, Vancouver, Canada, 22-24 Aug, 2014.  (Full Paper, EI: 20144800257337)

11. Hong Wenxing, Siting Zheng, and Huan Wang, Dynamic Recommendation In E-Recruitment System. Control and Intelligent Systems, 2014. 42(1): p. 3-8.
(EI: 20141117439440)

12. Hong Wenxing, Lei Li, Tao Li and Wenfu Pan (2013). iHR: an online recruiting system for Xiamen Talent Service Center. Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining. Chicago, Illinois, USA, ACM: 1177-1185.  (Full paper, PDF)

13. Hong Wenxing, Siting Zheng, Huan Wang, and Jianchao Shi. A job recommender system based on user clustering. Journal of Computers (Finland), 2013. 8(8): p. 1960-1967.  (PDF)

14. Li Zheng, Lei Li, Wenxing Hong*, Tao Li. PENETRATE: Personalized News Recommendation Using Ensemble Hierarchical Clustering. Expert Systems with Applications. 2012.40(6):2127–2136.

15. Wenxing Hong, Zheng Siting, Tao Li. Dynamic Recommendation in E-recruitment System. ICCSE 2013, Sri Lanka, April 26-28,  2013.

16. Wenxing Hong, Jiang Shan, Jianchao Shi. Weighted-based Summarization of Music Comments. ICCSE 2013, Sri Lanka,  April 26-28,  2013.

17. 洪文兴, 李晶轩, 郑思婷 and 李涛* (2012). “基于金字塔匹配核的音乐信息检索.” 厦门大学学报(自然版). 2013.52(1):32-37.

18. Siting, Z., H. Wenxing*, Z. Ning and Y. Fan (2012). Job recommender systems: A survey. Computer Science & Education (ICCSE), 2012 7th International Conference on, Melbourne, Australia, IEEE.

19. Ning, Z., H. Wenxing*, Z. Siting and T. Li (2012). A solution for an application of information visualization in telemedicine. Computer Science & Education (ICCSE), 2012 7th International Conference on, IEEE.

20. Wenxing Hong*, Lei Li, Tao Li. Product Recommendation with Temporal Dynamics, Expert Systems with Applications. 2012.39(16):12398–12406.

21. Shunzhi Zhu, Kaibiao Lin, Zhiqiang Zeng, Lizhao Liu and Wenxing Hong*. A Sampling Method Based on Gauss Kernel Learning and the Expanding Research. Journal of Computers. 2012.7(2):547-554.

22. Lei Li, Wenxing Hong, Tao Li. Taxonomy-oriented Recommendation Towards Recommendation with Stage. The 14th Asia-Pacific Web Conference (APWeb), April 11-13, 2012.  Download PDF

23. 钟瑛, 朱顺痣, 曾志强, 洪文兴*. 一种基于核学习的非均衡数据分类算法. 厦门大学学报(自然版). 2012.51(2):189-194.

24. 朱顺痣, 符长虹, 刘利钊, 洪文兴*. 改进型规模约束在聚类算法中的应用, 微电子学与计算机, 2011.28(8): 169-172

25. 洪文兴*,朱顺痣,李茂青.监测型传感网的“预测-修正”数据管理方法.厦门大学学报自然版,2010.49(4):509-513.

26. 洪文兴*, 翁洋, 朱顺痣, 李茂青. 垂直电子商务网站的混合型推荐系统. 系统工程理论与实践, 2010. 30(5):928-935.

27. Hong Wenxing*, Weng Yang, Xie Lihua and Li Maoqing, Design and Implementation of Web-based DSS for Online Shopping Mall. in the 7th IEEE International Conference on Control & Automation (ICCA’09). 2009, IEEE: Christchurch, New Zealand.

28. Zhu Shunzhi, Hong Wenxing, Wu Qunyong and Li Maoqing, Research on Data Mining Model of GIS-Based Urban Underground Pipeline Network, in the 7th IEEE International Conference on Control & Automation (ICCA’09). 2009, IEEE: Christchurch, New Zealand.

29. Hong Wenxing*, Zhu Shunzhi and Maoqing Li. A theoretical data management approach for sensor networks. in 4th International Conference on Computer Science & Education(ICCSE ’09). 2009, 399-403, IEEE: Nanning, China.

30. Weng Yang, Hong Wenxing, Local optimal Sensor Deployment for Random Field Reconstruction. in 4th International Conference on Computer Science & Education (ICCSE ’09). 2009, 419-424, IEEE: Nanning, China.

31. Zhu Shunzhi, Hong Wenxing, An Improved Optimization Algorithm for the Container Loading Problem, in 2009 World Congress on Software Engineering (WCSE 2009). 2009, IEEE Computer Society: Xiamen, China.

32. 朱顺痣, 洪文兴, 邬群勇, 李茂青. 一种分布式综合地下管线数据库的设计与实现. 厦门大学学报(自然科学版), 2009: 48 (5), 668-671.

33. 王欢, 洪文兴, 隋榕生. 数据库实验教程——以SQL Server 2005为例. 2008.8, 厦门大学出版社: 厦门. ISBN: 9787561530535

34. Hong Wenxing and Maoqing Li. A General Examination System Model Based on both B/S and C/S. in 1st International Conference on Computer Science and Education (ICCSE 2006). 2006. 472-475, Xiamen, PEOPLES R CHINA: Xiamen Univ Press. (ISI Proceedings IDS Number: BFD83)

35. Hong Wenxing, A New Method on Web Dynastic Maintenance and Search (In Chinese). in National Conference on Computer Science and Education. 2003. Beijing, China.