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2017年11月19日 星期日  
 
 
王帅强

 
 
姓 名
 王帅强
性 别
 男
出生年月
 1981年5月
学 历
 博士
毕业时间
 2009年12月
专 业
 计算机科学与技术
电 话
 
邮 编
 
E-Mail
 shqiang.wang@gmail.com
单 位
 金融学院
通信地址
 山东济南历城区桑园路58号齐鲁工业大学历城校区
个人简历:

王帅强,男,汉族,山东淄博人。齐鲁工业大学金融学院副教授,硕士生导师,芬兰于韦斯屈莱大学助理教授,博士生导师。山东大学计算机科学与技术学院博士,香港浸会大学访问博士生,美国德克萨斯州立大学计算机科学系博士后。主要从事电子商务与商务智能,数据挖掘等研究。在《ACM Transactions on Intelligent Systems & Technology》、《 Journal of the Association for Information Science and Technology》、《Journal of Software & Systems》等SCI检索国际知名学术期刊以及SIGIR、AAAI、CIKM等数据挖掘与商务智能领域国际顶级学术会议发表学术论文30余篇,其中20余篇被SCI、EI收录。主持国家自然科学基金项目1项、教育部人文社科基金项目1项、教育部留学归国人员科研启动基金项目1项、山东省自然科学基金项目1项,参与国家自然科学基金3项。主讲课程:Algorithms and Applications of Social Media Data Mining(芬兰于韦斯屈莱大学研究生课程)、金融数据挖掘、人工智能。

研究方向:
 
电子商务与商务智能,数据挖掘等
奖励和荣誉:

 

发表文章:
[1] Shanshan Huang, Jun Ma, Peizhe Cheng, Shuaiqiang Wang. A Hybrid Multi-group Co-clustering Recommendation Framework Based on Information Fusion. ACM Transactions on Intelligent Systems and Technology, 6(2): No.27, 2015 (SCI, 2014年度影响因子9.39).
[2] Chaoran Cui, Jun Ma, Tao Lian, Zhumin Chen, Shuaiqiang Wang. 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, 2015 (SCI, 中国计算机学会推荐期刊B类, 2014年度影响因子2.23).
[3] Ruzhi Xu, Shuaiqiang Wang, Xuwei Zheng, Yinong Chen. Distributed Collaborative Filtering with Singular Ratings for Large Scale Recommendation. Journal of Systems and Software, 95: 231-241, 2014 (SCI, 中国计算机学会推荐期刊B类, 2014年度影响因子1.245).
[4] Fei Liu, Gongping Yang, Yilong Yin, Shuaiqiang Wang. Singular Value Decomposition Based Minutiae Matching Method for Finger Vein Recognition. Neurocomputing, 145(5): 75-89, 2014 (SCI, 中国计算机学会推荐期刊C类, 2014年度影响因子2.005).
[5] Shuaiqiang Wang, Jiankai Sun, Byron J. Gao, Jun Ma. VSRank: A Novel Framework for Ranking-based Collaborative Filtering. ACM Transactions on Intelligent Systems and Technology, 5(3): No.51, 2014 (SCI, 2014年度影响因子9.39).
[6] Byron J. Gao, David Buttler, David C. Anastasiu, Shuaiqiang Wang, Peng Zhang, Joey Jan. User-Centric Organization of Search Results. IEEE Internet Computing. 17(3): 52-59, 2013 (SCI, 2013年度影响因子2.51).
[7] Shuaiqiang Wang, Jun Ma, Qiang He, Jiancheng Wan. Formal Behavior Modeling and Effective Automatic Refinement. Information Sciences. 180 (20): 3894-3913, 2010 (SCI, 中国计算机学会推荐期刊B类, 影响因子3.291).
[8] Shuaiqiang Wang, Jun Ma, Qiang He. An Immune Programming Based Ranking Function Discovery Approach for Effective Information Retrieval. Expert Systems with Applacations. 37(8): 5863-5871, 2010 (SCI, 中国计算机学会推荐期刊C类, 影响因子2.908).
[9] Shuaiqiang Wang, Jun Ma, Jiming Liu, Xiaofei Niu. Evolving Choice Structures for Genetic Programming. Information Processing Letters. 111(20): 871-876, 2010 (SCI, 中国计算机学会推荐期刊C类, 影响因子0.764).
[10] 王帅强, 马军, 王海洋, 万建成. 基于遗传规划的行为模型精化方法. 计算机研究与发展. 45(11): 1911-1919, 2008 (国家一级学报, EI).
[11] Shuaiqiang Wang, Jiankai Sun, Byron J. Gao, Jun Ma. Adapting Vector Space Model to Ranking-based Collaborative Filtering. In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM-12), pp. 1487-1491, Maui, Hawaii, USA, October 29 - November 2, 2012 (EI, 中国计算机学会推荐会议B类).
[12] Shuaiqiang Wang, Byron J. Gao, Shuangling Wang, Guibao Cao, Yilong Yin. Polygene-based Evolution: A Novel Framework for Evolutionary Algorithms. In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM-12), pp. 2263-2266, Maui, Hawaii, USA, October 29 - November 2, 2012 (EI, 中国计算机学会推荐会议B类).
[13] Shuaiqiang Wang, Xiaoming Xi, Yilong Yin. Importance Weighted Passive Learning. In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM-12), pp. 2243-2246, Maui, Hawaii, USA, October 29 - November 2, 2012 (EI, 中国计算机学会推荐会议B类).
[14] Jiankai Sun, Shuaiqiang Wang, Byron J. Gao, Jun Ma. Learning to Rank for Hybrid Recommendation. In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM-12), pp. 2239-2242, Maui, Hawaii, USA, October 29 - November 2, 2012 (EI, 中国计算机学会推荐会议B类).
[15] Chaoran Cui, Jun Ma, Shuaiqiang Wang. Semantically Coherent Image Annotation with a Learning-based Keyword Propagation Strategy. In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM-12), pp. 2423-2426, Maui, Hawaii, USA, October 29 - November 2, 2012 (EI, 中国计算机学会推荐会议B类).
[16] Zhaochun Ren, Jun Ma, Shuaiqiang Wang, Yang Liu. Summarizing Web Forum Threads based on a Latent Topic Propagation Process. In Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM-11), pp. 879-884, Glasgow, Scotland, UK, October 24-28, 2011 (EI, 中国计算机学会推荐会议B类).
[17] Shuaiqiang Wang, Byron J. Gao, Ke Wang, Hady W. Lauw. CCRank: Parallel Learning to Rank with Cooperative Coevolution. In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11), pp.1249-1254, San Francisco, USA, August 7-11, 2011 (EI, 中国计算机学会推荐会议A类).
[18] Shuaiqiang Wang, Byron J. Gao, Ke Wang, Hady W. Lauw. Parallel Learning to Rank for Information Retrieval. In Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-11), pp.1083-1084, Beijing, China, July 24-28, 2011 (EI, 中国计算机学会推荐会议A类).
[19] Qiang He, Jun Ma, Shuaiqiang Wang. Directly Optimizing Evaluation Measures in Learning to Rank based on the Clonal Selection Algorithm. In Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM-10), pp.1449-1452, Toronto, Canada, October 26-30, 2010 (EI, 中国计算机学会推荐会议B类).
[20] Xiaofei Niu, Jun Ma, Qiang He, Shuaiqiang Wang, Dongmei Zhang. Learning to Detect Web Spam by Genetic Programming. In Proceedings of the 11th International Conference on Web-Age Information Management (WAIM-10), pp.18-27, Jiuzhai Valley, China, July 15-17, 2010 (EI, 中国计算机学会推荐会议B类).
[21] Shuaiqiang Wang, Jun Ma, Jiming Liu. Learning to Rank using Evolutionary Computation: Immune Programming or Genetic Programming?. In Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM-09), pp.1879-1882, Hong Kong, China, November 2-6, 2009 (EI, 中国计算机学会推荐会议B类).
目前承担和参与项目:
1.基于机器学习融合精确性和多样性的电子商务协同过滤推荐方法研究,国家自然科学基金,主持,2015.01-2017.12.
2.面向信息检索的排序学习方法的关键问题研究, 教育部教育部留学回国人员科研启动基金, 主持, 2013.01-2015.12.
3.基于排序学习的电子商务推荐系统元特征模型和方法研究, 教育部人文社科基金 (12YJC630211), 主持, 2013.01-2015.12.
4.大规模网页排序学习的并行计算方法研究, 山东省优秀中青年科学家科研奖励基金 (BS2012DX012), 主持, 2013.01-2015.12.
5.中小金融机构经营智能决策支持系统, 济南市留学人员创业计划专项 (20120201), 主持, 2012.12-2014.12.
社会兼职:
1.IEEE/ACM Member
2.中国计算机学会中文信息技术专业委员会委员
3.中国人工智能学会机器学习专业委员会委员
4.中国中文信息学会社会媒体处理专业委员会委员
5.《IEEE Transactions on Evolutionary Computation》、《IEEE Intelligent Systems》、《Information Sciences》等近10个SCI检索国际知名学术期刊以及《中国科学》、《计算机学报》、《软件学报》等国家顶级学术期刊和一级学报审稿专家
6.SIGIR、IJCAI、CIKM等数据挖掘领域国际顶级学术会议以及中国计算机学会、中国人工智能学会和中国中文信息学会主办学术会议的程序委员会委员/审稿专家

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