Web资源质量的模糊评测

朱焱

Web资源质量的模糊评测

朱焱

基金项目:

国家自然科学基金资助项目(60573165)

教育部留学回国人员科研启动基金资助项目

西南交通大学科学研究基金项目(2007A14)的资助

详细信息

作者简介:
朱焱(1965- ),女,副教授,博士,研究方向为数据仓库、数据挖掘、Web资源质量管理,E-mail:yzhu@home.swjtu.edu.cn

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- 文章访问数: 1383
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出版历程
- 收稿日期: 2007-09-04
- 刊出日期: 2008-12-25

Fuzzy Assessment of Web Resource Quality

ZHU Yan

摘要

摘要: 为集成高质量Web信息,提高基于互联网信息系统的性能,研究了模糊逻辑与多准则决策支持方法的集成,详细论述了模糊TOPSIS(FTOPSIS)方法.FTOPSIS方法能较好地解决Web资源质量量化和评测中不完整、不确定、主观性较大等问题.讨论了Web资源质量评测原理,给出了评测实例,并对评测结果进行了敏感性分析.模糊评测和敏感性分析方法能更好地量化不确定的Web资源质量,优化评测过程,从而得到更准确的结果.
- Web资源质量评测 /
- 模糊TOPSIS方法 /
- 敏感性分析
Abstract: To integrate high quality Web resources and improve the performance of a Web information system,fuzzy logic and multi-criteria decision making(MCDM) methods were investigated.FTOPSIS method,integrated by the fuzzy logic technique and the TOPSIS(technique for order preference by similarity to ideal solution),was used to deal with the incompleteness,imprecision,uncertainty and subjectivity in Web quality quantization and assessment.The assessment principle was discussed,and the complete procedure of Web quality assessment was described through an example.In addition,the sensitivity analysis of assessment results was carried out.The assessment method discussed can better quantize Web resource quality in a fuzzy environment and improve the assessment procedure so as to obtain more precise results.
- Web resource quality assessment /
- fuzzy TOPSIS /
- sensitivity analysis

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参考文献(1)

TRIANTAPHYLLOU E.Multi-crlteria decision making methods:a comparative study[M].New York:Kluwcr Academic Publishers,2000.[2] VINCKE P.Mulficriteria decision aid[M].New York:John Wiley,1992.[3] ZHU Y,BUCHMANN A.Evaluating and selecting web sources as external information resources of a data warehouse[C] // Proceedings of the 3rd International Conference on Web Information Systems Engineering.Singapore:IEEE Press,2002:149-160.[4] FULLER R,CARLSSON C.Fuzzy multiple erlteria decision making:recent developments[J].Fuzzy Sets and Systems,1996,78(2):139-153.[5] SAGHAFIAN S,HEJAZI S R.Multi-critera group decision making using a modified fuzzy TOPSIS procedure[C] //Proceedings of the 25th Int.Conf.on Computational Intelligence for Modelling,Control and Automation.Los Alamitos:IEEE Press,2005:215-221.[6] 周津慧,王宗,杨宗奎,等.基于模糊评价方法的软件质量评价研究[J].系统工程与电子技术,2004,26(7):988-991.ZHOU Jinhui,WANG Zong,YANG Zongkui,et al.Research on software quality evaluation based on fuzzy method[J].Systems Engineering and Electronics,2004,26 (7):988-991.[7] CHEN M F,TZENG G H,DING C G.Fuzzy MCDM approach to select service provider[C] //Proceedings of the 25th IEEE Int.Conf.on Fuzzy Systems.New York:IEEE Press,2003:572-577.[8] FENTON N,WANG W.Risk and confidence analysis for fuzzy multicriteria decision making[J].Knowledge-Based Systems,2006,19(6):430-437.[9] 谭春桥,张强.模糊多属性决策的直觉模糊集方法[J].模糊系统与数学,2006,20(5):71-76TAN Chunqiang,ZHANG Qiang.Intuitionisticfuzzy sets method for fuzzy multiple attribute decision making[J].Fuzzy Systems and Mathematics,2006,20(5):71-76.[10] CHEN C T.Extensions of the TOPSIS for group decision making under fuzzy environment[J].Fuzzy Sets and Systems,2000,114(1):1-9.[11] KAHRAMAN C,CEVIK S,YASIN N,et al.Fuzzy multi-criteria evaluation of industrial robotic systems[J].Computers & Industrial Engineering,2007,52(4):414-433.[12] 朱焱,唐慧佳,马永强.基于ISO/IEC 9126的Web资源质量评测系统[J].西南交通大学学报,2008,43(2):253-257.ZHU Yan,TANG Huijia,MA Yongqiang.ISO/IEC 9126-based Web source quality assessment system[J].Journal of Southwest Jiaotong University,2008,43 (2):253-257.

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文章访问数: 1383
HTML全文浏览量: 56
PDF下载量: 315
被引次数: 0

Web资源质量的模糊评测

作者简介: 朱焱(1965- ),女,副教授,博士,研究方向为数据仓库、数据挖掘、Web资源质量管理,E-mail:yzhu@home.swjtu.edu.cn

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出版历程

Fuzzy Assessment of Web Resource Quality

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出版历程

目录

作者简介:
朱焱(1965- ),女,副教授,博士,研究方向为数据仓库、数据挖掘、Web资源质量管理,E-mail:yzhu@home.swjtu.edu.cn