计算机科学 ›› 2015, Vol. 42 ›› Issue (1): 272-275.doi: 10.11896/j.issn.1002-137X.2015.01.060
胡传志,程显毅,曹小峰
HU Chuan-zhi, CHENG Xian-yi and CAO Xiao-feng
摘要： 敏感信息过滤是既重要又复杂的任务。针对当前一些敏感信息过滤模型所存在的时间滞后、准确性低、自适应性差等问题,提出了一个敏感信息自适应多重过滤模型。该模型以互联网中文文本媒体为研究对象,采用意见挖据、机器学习、高性能计算和自然语言处理等技术,从整体和语义角度自适应识别敏感信息。对敏感信息自适应多重过滤模型的研究将为舆情监控、商业智能、辅助决策等应用系统开发提供技术支持。
| [1] http://baike.baidu.com/view/3061484.htm [2] 李东方.Web2_0环境下互联网信息过滤理论与方法研究[D].合肥:中国科技大学,2009 [3] Greevy E,Alan F S.Classifying racist texts using a support vector machine[C]∥Proceedings of the 27th Annual International ACM SIGIR Conference.New York,NY,USA,2004:468-469 [4] Zhou Y L,Reid E,Qin J.US domestic extremist groups on the Web:link and content analysis[J].IEEE Intelligent Systems,2005,0(5):44-51 [5] Tang Xu-ri,Chen Xiao-he,Qu Wei-guang et al.Semi-Supervised WSD in Selectional Preferences with Semantic Redundancy[C]∥Coling 2010:Poster Volume.Beijing,August 2010:1238-1246 [6] Bermingham A,Smeaton A F.On Using Twitter to Monitor Political Sentiment and Predict Election Results[C]∥Proceedings of the Workshop on Sentiment Analysis where AI meets Psychology (SAAIP)(IJCNLP 2011).Chiang Mai,Thailand,November 2011:2-10 [7] Bermingham A,Smeaton A F.Classifying sentiment in microblogs:is brevity an advantage[C]∥Proceedings of the 19th ACM International Conference on Information and Knowledge -Mana-gement(CIKM ’10).New York,USA,ACM,2010:1833-1836 [8] SIFTsystem[EB/OL].http://www.sift.eom/ [9] Newsweeder[EB/OL].http://eiteseer.ist.psu.ed/lang95newsweeder.html [10] Dave K,Lawrence S,Pennock D M.Mining the Classification of Product Reviews[C]∥Proceedings of the 12th International World Wide Web Conference.Budapest,Hungary 2003 [11] Wiebe J,Breuce R,Bell M.A Corpus Study of Evaluative and Speculative Language[C]∥Proceedings of the 2nd ACL SIGdial Workshop on Discourse and Dialogue.Aalborg,Denmark:2001 (下转第307页)(上接第275页) [12] 科技日报.火眼金睛识别红黑网络信息[EB/OL].http://www.stdaily.com/ [13] 贾自艳,何清,张海俊,等.一种基于动态进化模型的事件探测和追踪算法[J].计算机研究与发展,2004,41(7):1273-1280 [14] Zeitzoff T.Using Social Media to Measure Conflict Dynamics[J].Journal of Conflict Resolution,2011,55(6):938-969 [15] http://www.cs.waikato.ac.nz/ml/weka/index_downloading.html |
| No related articles found! |
|
||
首页