基于语义网络的Web挖掘
摘要
基于语义的Web挖掘是使用从现有的Web数据中抽取的语义或直接使用Web数据中已有的语义结构来帮助Web挖掘。本文首先简单介绍Web挖掘与语义Web的相关知识,接着论述了基于语义的Web挖掘,最后给出了一个实例说明这个方法的有效性。
出处
《广西轻工业》
2008年第2期52-53,共2页
Guangxi Journal of Light Industry
参考文献6
-
1Berners-LeeT.A roadmap to the Semantic Web. http://www.w3. org/Designlssues/Semantic.html Sept,1998.
-
2伏晓,骆斌,陈世福.基于语义的Web挖掘[J].计算机科学,2005,32(3):202-206. 被引量:6
-
3范明,孟小峰等译.数据挖掘概念与技术[M].机械工业出版社,2001,8:223-225.
-
4Bettina Berendt, Andreas Hotho, and Gerd Stumme. Towards Semantic Web Mining. ISWC 2002.First International Semantic Web Conference, Sardinia, Italy, June, 2002:9-12.
-
5B.Ganter and G.Stumme.Creation and merging of ontology top-levels.In Processings of ECAI 2002.submitted,2002.
-
6M.Craven,D.DiPasquo,D.Freitag,A.McCallum,T.Mitchell,K.Nigam and S.Slattery. Learining to construct knowledge bases from the World Wide Web.Artificial Intelligence,2000,111(1-2):690-113.
二级参考文献22
-
1Hotho A,Maedche A,Staab S. Ontology-based text clustering. In:Proc. of the IJCAI-2001 Workshop "Text Learning: Beyond Supervision", August, Seattle, USA, 2001
-
2Chakrabarti S,et al. Automatic resource compilation by analyzing hyperlink structure and assciated text. In:Proc. of the 7th Worldwide web conf. (WWW7), 1998,30(1-7): 65-74
-
3hakrabarti S,van den Berg M,Dom B. Focused crawling: Anew approach to topic-speci. c web resource discovery. In: Proc. of the 8th World-wide web conf. (WWW8), 31 (11-16), Toronto, May 1999. 1623-1640
-
4Maedche A,et al. Ontology-focused crawling of documents and relational metadata. In: Proc. of the Eleventh Intl. World Wide Web Conf. WWW-2002, Hawaii, 2002
-
5Ehrig M. Alexander Maedche Ontology-Focused Crawling of WebDocuments
-
6Spiliopoulou M,Pohle C. Data mining for measuring and improving the success of web sites. Data Mining and Knowledge Discovery,2001,5
-
7Parent S,Mobasher B,Lytinen S. An adaptive agent for web exploration based of concept hierarchies. In:Proc. of the 9th Intl.Conf. on Human Computer Interaction, New Orleans, LA, 2001
-
8Hotho A,Maedche A,Staab S,Studer R. SEAL-II-the soft spot between richly structured and unstructured knowledge. Journal of Universal Computer Science (J. UCS) ,2001,7(7) : 566-590
-
9Berners-Lee T. A roadmap to the Semantic Web. http://www.w3. org/DesignIssues/Semantic. html Sept. 1998
-
10Kosala R, Blockeel H. Web Mining Research: A Su rvey. ACMSIGKDD, July 2000
共引文献16
-
1邱鹍,封化民,庞宗强,宋国森.基于启发式规则的多媒体主题信息挖掘[J].北京电子科技学院学报,2007,15(2):65-69.
-
2黄崇本,程光华,龚松杰.一种基于RDF数据空间的智能信息检索系统架构[J].情报杂志,2007,26(12):127-129. 被引量:2
-
3廉佐政,邓文新,吕洪柱.基于语义的Web挖掘信息智能获取研究[J].齐齐哈尔大学学报(自然科学版),2008,24(6):40-43. 被引量:2
-
4张海春,李瑗,张自立.一种智能入侵检测系统设计与模拟实现[J].数学的实践与认识,2009,39(6):162-169. 被引量:6
-
5王新刚,李晓明.数据预处理在高校专业课程改革中的应用探讨[J].计算机应用与软件,2009,26(10):149-151. 被引量:13
-
6尹红健.数据挖掘在学生行为智能分析中的应用研究[J].信息技术,2010,34(7):152-153.
-
7张长春,蒋安永.网络编码技术应用展望[J].中国科技博览,2010(31):520-520.
-
8杨洁,安建成.关于Web Page的语义挖掘研究[J].电脑开发与应用,2011,24(2):13-15.
-
9林绍辉.网络编码在无线网络中的应用[J].商情,2012(19):160-160.
-
10孟欠欠,王超.数据挖掘在城区医务中的应用研究[J].中国科技博览,2012(21):602-602.
-
1方铖.用于网页智能搜索的数据挖掘[J].电脑学习,2008(2):33-34. 被引量:1
-
2伏晓,骆斌,陈世福.基于语义的Web挖掘[J].计算机科学,2005,32(3):202-206. 被引量:6
-
3周易,何克清,刘武东.基于模式语言的框架开发模型的探讨和研究[J].计算机应用,2004,24(S1):316-318. 被引量:1
-
4杨阿祧,吴卉男.视频内容的结构分析研究[J].贵州师范大学学报(自然科学版),2007,25(4):82-85.
-
5刘洋,张秋余.基于LSI和SVM相结合的文本分类研究[J].计算机工程与设计,2007,28(23):5762-5764. 被引量:1