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姓名：蔡圆媛
部门：北京工商大学计算机与信息工程学院信息管理系
职称：讲师
联系方式：caiyuanyuan@btbu.edu.cn
研究方向：自然语言处理、大数据挖掘、分布式人工智能
教育背景：
2012年9月－2016年10月：北京交通大学 软件工程专业 工学博士
2006年9月－2008年7月：北京交通大学 软件工程专业 工学硕士
2002年9月－2006年7月：北京交通大学 自动化专业 工学学士
科研成果：
现主持承担省部级纵向课题2项、横向课题1项。作为主要完成人参与国家自然科学基金3项，横向课题3项。主要科研项目如下：
1. 北京市自然科学基金青年项目，**，面向机器阅读理解多粒度文本的多维跨层级注意力机制研究，在研，主持
2. 教育部人文社会科学研究青年基金项目，17YJCZH007，基于深度学习的视频直播弹幕违规内容识别研究，在研，主持
3. 北京工商大学青年教师科研启动基金项目，QNJJ2017-17，地质大数据中基于深度学习的实体抽取和表示，在研，主持
4. 国土资源部地质信息技术重点实验室开放课题项目，**，大数据支撑平台建设，结题，主持
5. 国家食品抽检监测信息系统2017年升级项目
6. 114智能客服语音识别与实体语义分析引擎的开发
7. 电信外呼智能客服机器人语义服务引擎的开发
近五年累计发表学术论文10余篇（SCI收录6篇），教改论文1篇，学术专著1部。部分研究成果如下：
1. Yuanyuan Cai, Qingchuan Zhang^*, Wei Lu, Xiaoping Che. A hybrid approach for measuring semantic similarity based on IC-weighted path distance in WordNet[J]. Journal of Intelligent Information Systems, 2018, 51(1): 23-47.
2. Lei Chen, Wei Lu, Ergude Bao, Liqiang Wang, Weiwei Xing, Yuanyuan Cai. Naive Bayes Classifier Based Partitioner for MapReduce[J]. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2018, 101(5): 778-786.
3. Weiwei Xing, Shibo Zhao, Shunli Zhang, Yuanyuan Cai. A Generic Bi-Layer Data-Driven Crowd Behaviors Modeling Approach[J]. IEICE Transactions on Information & Systems, 2017, E100.D(8):1827-1836.
4. Wei Lu, Yuanyuan Cai*, Xiaoping Che. Joint semantic similarity assessment with raw corpus and structured ontology for semantic-oriented service discovery[J]. Personal and Ubiquitous Computing, 2016, 20(3), pp.311-323.
5. Wei Lu, Yuanyuan Cai*, Xiaoping Che, Kailun Shi. Semantic Similarity Assessment Using Differential Evolution Algorithm in Continuous Vector Space[J]. Journal of Visual Languages&Computing, 2015, 31(Part B), pp.246-251.
6. Yuanyuan Cai, Wei Lu, Liqiang Wang, Weiwei Xing. Cloud Computing Research Analysis Using Bibliometric Method[J]. International Journal of Software Engineering and Knowledge Engineering, 2015, 25(3), pp.551-571.
7. 蔡圆媛. 大数据下基于知识整合的语义计算技术与应用[M]. 北京理工大学出版社, 2018.


Yuanyuan Cai
Lecturer
Information Management Department
School of Computer and Information Engineering
Beijing Technology and Business University
Email: caiyuanyuan@btbu.edu.cn
Research Interests
●Natural Language Processing
●Big Data Mining
●Distributed Artificial Intelligence
Education
● Ph.D., Software Engineering, Beijing Jiaotong University, Oct. 2016.
● M.S., Software Engineering, Beijing Jiaotong University, Jul. 2008.
● B.E., Automatization, Beijing Jiaotong University, Jul. 2006.
Publications
1. Yuanyuan Cai, Qingchuan Zhang^*, Wei Lu, Xiaoping Che. A hybrid approach for measuring semantic similarity based on IC-weighted path distance in WordNet[J]. Journal of Intelligent Information Systems, 2018, 51(1): 23-47.
2. Lei Chen, Wei Lu, Ergude Bao, Liqiang Wang, Weiwei Xing, Yuanyuan Cai. Naive Bayes Classifier Based Partitioner for MapReduce[J]. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2018, 101(5): 778-786.
3. Weiwei Xing, Shibo Zhao, Shunli Zhang, Yuanyuan Cai. A Generic Bi-Layer Data-Driven Crowd Behaviors Modeling Approach[J]. IEICE Transactions on Information & Systems, 2017, E100.D(8):1827-1836.
4. Wei Lu, Yuanyuan Cai*, Xiaoping Che. Joint semantic similarity assessment with raw corpus and structured ontology for semantic-oriented service discovery[J]. Personal and Ubiquitous Computing, 2016, 20(3), pp.311-323.
5. Wei Lu, Yuanyuan Cai*, Xiaoping Che, Kailun Shi. Semantic Similarity Assessment Using Differential Evolution Algorithm in Continuous Vector Space[J]. Journal of Visual Languages&Computing, 2015, 31(Part B), pp.246-251.
6. Yuanyuan Cai, Wei Lu, Liqiang Wang, Weiwei Xing. Cloud Computing Research Analysis Using Bibliometric Method[J]. International Journal of Software Engineering and Knowledge Engineering, 2015, 25(3), pp.551-571.
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