Personalized requirements oriented trustworthy services recommendation based on social network
In current background of service computing and society computing,it is difficult to obtain the trustworthy Web services to meet users' personalized requirements.To olve the problem,the trustworthy services recommendation model was proposed which orients personalized requirements based on socia...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2013-12-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436X.2013.12.006/ |
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| _version_ | 1841539802081525760 |
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| author | Pei-yun ZHANG En-hong CHEN Bo HUANG |
| author_facet | Pei-yun ZHANG En-hong CHEN Bo HUANG |
| author_sort | Pei-yun ZHANG |
| collection | DOAJ |
| description | In current background of service computing and society computing,it is difficult to obtain the trustworthy Web services to meet users' personalized requirements.To olve the problem,the trustworthy services recommendation model was proposed which orients personalized requirements based on socia twork.The decomposing and matching algorithm was proposed for users' personalized requirements,and the algorithm utilizes the semantic dictionary to improve the se-mantic match of users' requirements.Based on personal zed functional requirements and social trust values of network nodes and the services' direct trust values and indirect trust values,a trustworthy service recommendation algorithm was designed which meets the personalized requirements.By analyzing the correlation among the social network and services' trust values,the method can improve the performance of trustworthy services collaborative recommendation.The analysis of algorithms and experiments' results show that the approach is effective and feasible. |
| format | Article |
| id | doaj-art-4737273940954dd3bd9c7b947ebb8728 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2013-12-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-4737273940954dd3bd9c7b947ebb87282025-01-14T06:41:36ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2013-12-0134495959676309Personalized requirements oriented trustworthy services recommendation based on social networkPei-yun ZHANGEn-hong CHENBo HUANGIn current background of service computing and society computing,it is difficult to obtain the trustworthy Web services to meet users' personalized requirements.To olve the problem,the trustworthy services recommendation model was proposed which orients personalized requirements based on socia twork.The decomposing and matching algorithm was proposed for users' personalized requirements,and the algorithm utilizes the semantic dictionary to improve the se-mantic match of users' requirements.Based on personal zed functional requirements and social trust values of network nodes and the services' direct trust values and indirect trust values,a trustworthy service recommendation algorithm was designed which meets the personalized requirements.By analyzing the correlation among the social network and services' trust values,the method can improve the performance of trustworthy services collaborative recommendation.The analysis of algorithms and experiments' results show that the approach is effective and feasible.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436X.2013.12.006/social networkpersonalized requirementtrust valuestrustworthy services recommendation |
| spellingShingle | Pei-yun ZHANG En-hong CHEN Bo HUANG Personalized requirements oriented trustworthy services recommendation based on social network Tongxin xuebao social network personalized requirement trust values trustworthy services recommendation |
| title | Personalized requirements oriented trustworthy services recommendation based on social network |
| title_full | Personalized requirements oriented trustworthy services recommendation based on social network |
| title_fullStr | Personalized requirements oriented trustworthy services recommendation based on social network |
| title_full_unstemmed | Personalized requirements oriented trustworthy services recommendation based on social network |
| title_short | Personalized requirements oriented trustworthy services recommendation based on social network |
| title_sort | personalized requirements oriented trustworthy services recommendation based on social network |
| topic | social network personalized requirement trust values trustworthy services recommendation |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436X.2013.12.006/ |
| work_keys_str_mv | AT peiyunzhang personalizedrequirementsorientedtrustworthyservicesrecommendationbasedonsocialnetwork AT enhongchen personalizedrequirementsorientedtrustworthyservicesrecommendationbasedonsocialnetwork AT bohuang personalizedrequirementsorientedtrustworthyservicesrecommendationbasedonsocialnetwork |