Confidence of comments evaluated for Web service based on difference-induced

Qingbo GONG; Jun NIU; Xiuting SUN; Kui WANG

doi:10.11959/j.issn.1000-0801.2016215

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Confidence of comments evaluated for Web service based on difference-induced

research and development | 更新时间：2024-06-05

- Confidence of comments evaluated for Web service based on difference-induced
- Telecommunications Science Vol. 32, Issue 8, Pages: 90-96(2016)
- 作者机构：
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- DOI：10.11959/j.issn.1000-0801.2016215
  CLC： TP311
- Published Online：2016-08，
  
  Published：20 August 2016
- 稿件说明：
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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：

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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