[1]方然,苗夺谦,张志飞.一种基于情感的中文微博话题检测方法[J].智能系统学报,2013,8(03):208-213.
 FANG Ran,MIAO Duoqian,ZHANG Zhifei.An emotion-based method of topic detection from Chinese microblogs[J].CAAI Transactions on Intelligent Systems,2013,8(03):208-213.
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一种基于情感的中文微博话题检测方法(/HTML)
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《智能系统学报》[ISSN:1673-4785/CN:23-1538/TP]

卷:
第8卷
期数:
2013年03期
页码:
208-213
栏目:
出版日期:
2013-06-25

文章信息/Info

Title:
An emotion-based method of topic detection from Chinese microblogs
文章编号:
1673-4785(2013)03-0208-06
作者:
方然12苗夺谦12张志飞12
1.同济大学 计算机科学与技术系,上海 201804;
2.同济大学 嵌入式系统与服务计算教育部重点实验室,上海 200092
Author(s):
FANG Ran12 MIAO Duoqian12 ZHANG Zhifei12
1. Department of Computer Science and Technology, Tongji University, Shanghai 201804, China;
2 The Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai 200092, China
关键词:
中文微博话题检测聚类情感
Keywords:
Chinese microblogs topic detection clustering emotion
分类号:
TP391
文献标志码:
A

参考文献/References:

[1]LUNDEN I. Analyst: Twitter passed 500M users in June 2012, 140M of them in US[EB/OL]. [2013-03-26]. http://techcrunch.com/2012/07/30/analyst-twitter-passed-500m-users-in-june-2012-140m-of-them-in-us-jakarta-biggest-tweeting-city/.
[2]RAMAGE D, DUMAIS S, LIEBLING D. Characterizing microblogs with topic models[C]//Proceedings of the 4th International AAAI Conference on Weblogs and Social Media. Washington, DC, USA: The AAAI Press, 2010: 130-137.
[3]洪宇,张宇,刘挺,等.话题检测与跟踪的评测与研究综述[J].中文信息学报, 2007, 21(6): 71-85. HONG Yu, ZHANG Yu, LIU Ting, et al. Topic detection and tracking review[J]. Journal of Chinese Information Processing, 2007, 21(6): 71-85
[4]YANG Y M, PIERCE T, CARBONELL J. A study of retrospective and on-line event detection[C]//Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, USA: ACM, 1998: 28-36.
[5]ALLAN J, CARBONELL J, DOODINGTON G, et al. Topic detection and tracking pilot study final report[C]//Proceedings of the DARPA Broadcast News Transcription and Understanding Workshop. Lansdowne, USA, 1988: 194-218.
[6]SAKAKI T, OKAZAKI M, MATSUO Y. Earthquake shakes Twitter user: real-time event detection by social sensors[C]//Proceedings of the 19th International Conference on World Wide Web. New York, USA: ACM, 2010: 851-861.
[7]郑斐然,苗夺谦,张志飞,等.一种中文微博新闻话题检测的方法[J].计算机科学, 2012, 39(1): 138-140. ZHENG Feiran, MIAO Duoqian, ZHANG Zhifei, et al. News topic detection approach on Chinese microblog[J]. Computer Science, 2012, 39(1): 138-140.
[8]GARCIA D, GARAS A, SCHWEITZER F. Positive words carry less information than negative words[J]. EPJ Data Science, 2012, 1(1): 1-16.
[9]印桂生,张亚楠,董宇欣.基于提升系数的微博异常排名检测方法[J].哈尔滨工程大学学报, 2013, 34(4): 488-493. YIN Guisheng, ZHANG Ya’nan, DONG Yuxin. A boost factor based detection method for abnormal rank of microblogging[J]. Journal of Harbin Engineering University, 2013, 34(4): 488-493.
[10]张晓艳,王挺.话题发现与追踪技术研究[J].计算机科学与探索, 2009, 3(4): 347-357. ZHANG Xiaoyan, WANG Ting. Research of technologies on topic detection and tracking[J]. Journal of Frontiers of Computer Science & Technology, 2009, 3(4): 347-357.
[11]ZHANG Huaping, YU Hongkui, XIONG Deyi, et al. HHMM-based Chinese lexical analyzer ICTCLAS[C]//Proceedings of the 2nd SIGHAN Workshop on Chinese Language Processing. Stroudsburg, USA, 2003, 17: 184-187.
[12]陈岳峰,苗夺谦,李文,等.基于概念的词汇情感倾向识别方法[J].智能系统学报, 2011, 6(6): 489-493. CHEN Yuefeng, MIAO Duoqian, LI Wen, et al. Semantic orientation computing based on concepts[J]. CAAI Transactions on Intelligent Systems, 2011, 6(6): 489-493.

备注/Memo

备注/Memo:
收稿日期: 2013-01-09.
网络出版日期: 2013-05-15.
基金项目:国家自然科学基金资助项目(60970061,61075056,61103067);中央高校基本科研业务费专项资金资助项目(基于云计算的高效数据挖掘算法研究).
通信作者:方然.
E-mail: ufo2243@gmail.com.
作者简介:方然,男,1988年生,硕士研究生,主要研究方向为自然语言处理、智能信息处理、数据挖掘.
苗夺谦,男,1964年生,教授,博士生导师,中国计算机学会高级会员、中国人工智能学会理事、上海市计算机学会理事.主要研究方向为智能信息处理、粗糙集、粒计算、网络智能、数据挖掘等.已主持完成国家级、省部级自然科学基金与科技攻关项目多项,并参与完成国家“973”计划项目1项、“863”计划项目2项等.曾获国家教委科技进步三等奖、教育部科技进步一等奖、上海市科技发明一等奖、重庆市自然科学一等奖等.发表学术论文160余篇,其中被SCI、EI检索80余篇,出版教材及学术著作9部,授权专利9项. 张志飞,男,1986年生,博士研究生,主要研究方向为文本挖掘、自然语言处理.
更新日期/Last Update: 2013-08-29