Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive
Recently，online social network（OSN）has become essential tools for information sharing and communication in people’s work and life.How to cognitive massive，complex，large-area and spatiotemporal association user behavior information and provide personalized re1commendation services have become problem...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2015-10-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015273/ |
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| _version_ | 1841529161901932544 |
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| author | Jin Qi Bin Xu Xiaoxuan Hu Bianjia Xu Xinglin Xiao |
| author_facet | Jin Qi Bin Xu Xiaoxuan Hu Bianjia Xu Xinglin Xiao |
| author_sort | Jin Qi |
| collection | DOAJ |
| description | Recently，online social network（OSN）has become essential tools for information sharing and communication in people’s work and life.How to cognitive massive，complex，large-area and spatiotemporal association user behavior information and provide personalized re1commendation services have become problems need special attention in development of OSN.Thus，a frame of collaborative recommendation for OSN based on user behavior cognitive was proposed which used collaborative filtering algorithm to provide personalized recommendation services on the basis of analysis of behavior of user characteristics，text information and interest preferences，etc.Experimental results verify that the proposed collaborative recommendation strategy based on user behavior cognitive has good stability and actual application effect. |
| format | Article |
| id | doaj-art-44b9b5abd3c641efb698193e63532eee |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2015-10-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-44b9b5abd3c641efb698193e63532eee2025-01-15T03:24:07ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012015-10-013110811459798324Collaborative Recommendation for Online Social Networks Based on User Behavior CognitiveJin QiBin XuXiaoxuan HuBianjia XuXinglin XiaoRecently，online social network（OSN）has become essential tools for information sharing and communication in people’s work and life.How to cognitive massive，complex，large-area and spatiotemporal association user behavior information and provide personalized re1commendation services have become problems need special attention in development of OSN.Thus，a frame of collaborative recommendation for OSN based on user behavior cognitive was proposed which used collaborative filtering algorithm to provide personalized recommendation services on the basis of analysis of behavior of user characteristics，text information and interest preferences，etc.Experimental results verify that the proposed collaborative recommendation strategy based on user behavior cognitive has good stability and actual application effect.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015273/online social networkbehavior cognitivecollaborative recommendationuser interest model |
| spellingShingle | Jin Qi Bin Xu Xiaoxuan Hu Bianjia Xu Xinglin Xiao Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive Dianxin kexue online social network behavior cognitive collaborative recommendation user interest model |
| title | Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive |
| title_full | Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive |
| title_fullStr | Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive |
| title_full_unstemmed | Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive |
| title_short | Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive |
| title_sort | collaborative recommendation for online social networks based on user behavior cognitive |
| topic | online social network behavior cognitive collaborative recommendation user interest model |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015273/ |
| work_keys_str_mv | AT jinqi collaborativerecommendationforonlinesocialnetworksbasedonuserbehaviorcognitive AT binxu collaborativerecommendationforonlinesocialnetworksbasedonuserbehaviorcognitive AT xiaoxuanhu collaborativerecommendationforonlinesocialnetworksbasedonuserbehaviorcognitive AT bianjiaxu collaborativerecommendationforonlinesocialnetworksbasedonuserbehaviorcognitive AT xinglinxiao collaborativerecommendationforonlinesocialnetworksbasedonuserbehaviorcognitive |