蔡圆媛 - Yuanyuan Cai_云顶娱乐手机登录

蔡圆媛 - Yuanyuan Cai

来源:云顶娱乐官网登录入口 作者: 云顶娱乐官网登录入口  |  发布日期:2017-03-20 14:42:00  |  阅读次数:

姓名:蔡圆媛

部门:云顶娱乐手机登录信息管理系

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:

20129月-201610月:北京交通大学 软件工程专业 工学博士

20069月-20087月:北京交通大学  软件工程专业 工学硕士

20029月-20067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,4184084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. 云顶娱乐手机登录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,2016303,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 lang="EN-US">                                            

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, 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 lang="EN-US">                                            

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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