基于差值诱导的Web服务评价可信度的评估

宫清勃; 钮俊; 孙秀廷; 王奎

doi:10.11959/j.issn.1000-0801.2016215

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基于差值诱导的Web服务评价可信度的评估

研究与开发 | 更新时间：2024-06-05

- 基于差值诱导的Web服务评价可信度的评估
- Confidence of comments evaluated for Web service based on difference-induced
- 电信科学 2016年32卷第8期页码：90-96
- 作者机构：
- 作者简介：
  
  [ "宫清勃（1989-），男，宁波大学硕士生，主要研究方向为服务计算。" ]
  [ "钮俊（1976-），男，博士，宁波大学副教授、硕士生导师，主要研究方向为服务计算。" ]
  [ "孙秀廷（1989-），女，宁波大学硕士生，主要研究方向为服务计算。" ]
  [ "王奎（1988-），男，宁波大学硕士生，主要研究方向为服务计算。" ]
- 基金信息：
  
  国家自然科学基金资助项目;The National Natural Science Foundation of China(61272107);国家自然科学基金资助项目;The National Natural Science Foundation of China(51204185);浙江省自然科学基金资助项目;The Natural Science Foundation of Zhejiang Province of China(LY15F020010);浙江省公益技术研究工业资助项目;Zhejiang Public Technology Applied Research Project(2014C31059);软件工程国家重点实验室开放课题;The Open Project of the State Key Laboratory of Software Engineering(SKLSE2014-10-05);嵌入式与服务计算教育部重点实验室开放课题;The Open Project of the Key Laboratory of Ministry of Education Embedded System and Service Computing(ESSCKF201302)
- DOI：10.11959/j.issn.1000-0801.2016215
  中图分类号： TP311
- 网络出版日期：2016-08，
  
  纸质出版日期：2016-08-20
- 稿件说明：
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宫清勃, 钮俊, 孙秀廷, 等. 基于差值诱导的Web服务评价可信度的评估[J]. 电信科学, 2016,32(8):90-96.

Qingbo GONG, Jun NIU, Xiuting SUN, et al. Confidence of comments evaluated for Web service based on difference-induced[J]. Telecommunications science, 2016, 32(8): 90-96.
宫清勃, 钮俊, 孙秀廷, 等. 基于差值诱导的Web服务评价可信度的评估[J]. 电信科学, 2016,32(8):90-96. DOI： 10.11959/j.issn.1000-0801.2016215.

Qingbo GONG, Jun NIU, Xiuting SUN, et al. Confidence of comments evaluated for Web service based on difference-induced[J]. Telecommunications science, 2016, 32(8): 90-96. DOI： 10.11959/j.issn.1000-0801.2016215.

摘要

Web 服务的评价信息为服务选择提供了重要的参考依据，但服务评价信息具有主观性。结合客观QoS（服务质量）属性数据及请求者评分数据，采用差值诱导法评估历史评价信息是否可信。首先利用不同服务请求者调用同一服务产生的不同QoS属性数据，判断请求者之间的相似关系；然后基于该相似关系，融入对应请求者的主观评分，依据差值法构造可信度评估算法；最后结合所构造的算法，得出可信度平衡因子，判断请求者的评价是否可信。算法分析以及实验结果表明该方法是可行及有效的。

Abstract

Historical comments of requestors provide important references for Web service selections.However，the information is subjective.An approach to evaluate the confidence of the comments through differential induction based on data of objective QoS（quality of service）and subjective score of comments was proposed.Firstly，the similarity relation between requestors was judged，according to different values of QoS produced by the same service invoked by more than one requestor.Then，the evaluation algorithm of confidence was built based on previous similarity relation and the subjective score of the corresponding requestor.Finally，the balanced factor of confidence formed by the algorithm assessed whether the comments from requestors are reliable.Algorithm analysis and experimental results show that the method is feasible and effective.

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references

SELIMI M , FREITAG F , CENTELLES R P , et al . TROBADOR:service discovery for distributed community network micro-clouds [C ] // IEEE International Conference on Advanced Information Networking and Applications,March 24-27,2015 , Gwangiu,Korea . New Jersey ： IEEE Press , 2015 : 642 - 649 .

JIN X , CHUN S , JUNG J , et al . A fast and scalable approach for IoT service selection based on a physical service model [J ] . Information Systems Frontiers , 2016 ( 4 ): 1 - 16 .

LIU C , TONG R . Designing value-added services platform architecture for telematics [J ] . Computer Applications and Software , 2015 , 32 ( 9 ): 102 - 104 .

LI L , LIU M , CHENG G Q . A local optimal model of service selection of multi-QoS based of FAHP [J ] . Chinese Journal of Computers , 2015 , 38 ( 10 ): 1997 - 2010 .

ZHANG L C , YANG Y H . Dynamic QoS data-driven reliable web service selection [J ] . Journal of Electronics ＆ Information Technology , 2016 , 33 ( 6 ): 1368 - 1376 .

SERRANO-GUERRERO J , OLIVAS J A , ROMERO F P , et al . Sentiment analysis:a review and comparative analysis of web services [J ] . Information Sciences , 2015 , 311 ( 5 ): 18 - 38 .

WANG S G , SUN Q B , ZHANG G W , et al . Uncertain QoS-aware skyline service selection based on cloud model [J ] . Journal of Software , 2012 , 23 ( 6 ): 1397 - 1412 .

CHEN L , KUANG L , WU J . MapReduce based skyline services selection for QoS-aware composition [C ] // IEEE Parallel and Distributed Processing Symposium Workshops ＆ Phd Forum,May 21-25,2012 , Shanghai,China . New Jersey ： IEEE Press , 2012 : 2035 - 2042 .

FLETCHER K K , LIU X F , TANG M . Elastic personalized nonfunctional attribute preference and trade-off based service selection [J ] . ACM Transactions on the Web , 2015 , 9 ( 1 ): 1 - 26 .

CHANG C C , KUO C Y . A web service selection mechanism based on user ratings and collaborative filtering [M ] . Berlin : Springer HeidelbergPress , 2013 : 439 - 449 .

WU B , LI J E . Web business confidence collaborative computing based on dynamic demand service feedback [J ] . Application Research of Computers , 2015 , 32 ( 5 ): 1409 - 1411 .

LV F J . Web services reputation evaluation model based on QoS and user recommendation [D ] . Qinhuangdao:Yanshan University , 2010 : 18 - 26 .

LIU G Q , ZHU Z L , WANG H , et al . Model for evaluating QoS trustworthiness of web service [J ] . Journal of Chinese Computer Systems , 2009 , 30 ( 11 ): 2216 - 2221 .

ESTRELLA J C , TOYOHARA R K T , KUEHNE B T , et al . A performance evaluation for a QoS-aware service oriented architecture [C ] // 2010 6th World Congress on Services,July 5-10,2010 , Miami,USA . New Jersey ： IEEE Press , 2010 : 260 - 267 .

WANG S L . Research on data mining technology and its application on web services [D ] . Jinan:Jinan University , 2010 .

SHAO L S , ZHOU L , ZHAO J F , et al . Web service QoS prediction approach [J ] . Journal of Software , 2009 , 20 ( 8 ): 2062 - 2073 .

MA Y , WANG S G , SUN Q B , et al . Web service quality metric algorithm employing objective and subjective weight [J ] . Journal of Software , 2014 , 25 ( 11 ): 2473 - 2485 .

GONG Z C , LI X J , ZHANG J J , et al . Mixed collaborative filtering based on multi-directional measurement and attribute similarity [J ] . Computer Applications and Software , 2015 , 32 ( 6 ): 62 - 65 .

AL-MASRI E , MAHMOUD Q H . Investigating web services on the world wide web [C ] // 17th International Conference on World Wide Web,March 3-8,2008 , Beijing,China . New York ： ACM Press , 2008 : 795 - 804 .

YANG X M , SUN Y . Network user trust degree evaluation model by analytic hierarchy process [J ] . Computer Systems ＆Applications , 2016 , 25 ( 3 ): 267 - 270 .

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