User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of Contents
iMusci Karaok is a service on IPTV developed and operated by China Telecom. It is needed to introduce active personalized push approach of content in order to improve user experience, due to higher cost of remote controller than PC and mobile phone. However, Karaok is a household service, and is unu...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2014-07-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.07.018/ |
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| _version_ | 1850091188221116416 |
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| author | Yingbo Zhu Jianwei Diao Bo Kang Shengqiang Liu |
| author_facet | Yingbo Zhu Jianwei Diao Bo Kang Shengqiang Liu |
| author_sort | Yingbo Zhu |
| collection | DOAJ |
| description | iMusci Karaok is a service on IPTV developed and operated by China Telecom. It is needed to introduce active personalized push approach of content in order to improve user experience, due to higher cost of remote controller than PC and mobile phone. However, Karaok is a household service, and is ununiform to identify users on server side and terminal side, which will bring inaccurate result when normal recommendation algorithm is adopted. Meanwhile, traditional recommendation algorithm has defects of Matthew effect and cold reboot, which will decrease user experience. To tackle such problems of user experience, the recommendation algorithm was selected and optimized by combination of content label so as to increase recommendation objectively. This research is aiming at enhancing user experience effect rather than algorithm complexity. |
| format | Article |
| id | doaj-art-8f18aa28999c4ea884ac2db612cfdac6 |
| institution | DOAJ |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2014-07-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-8f18aa28999c4ea884ac2db612cfdac62025-08-20T02:42:25ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012014-07-013011312059620322User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of ContentsYingbo ZhuJianwei DiaoBo KangShengqiang LiuiMusci Karaok is a service on IPTV developed and operated by China Telecom. It is needed to introduce active personalized push approach of content in order to improve user experience, due to higher cost of remote controller than PC and mobile phone. However, Karaok is a household service, and is ununiform to identify users on server side and terminal side, which will bring inaccurate result when normal recommendation algorithm is adopted. Meanwhile, traditional recommendation algorithm has defects of Matthew effect and cold reboot, which will decrease user experience. To tackle such problems of user experience, the recommendation algorithm was selected and optimized by combination of content label so as to increase recommendation objectively. This research is aiming at enhancing user experience effect rather than algorithm complexity.http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.07.018/association rulelabelpersonalized pushAHPweightSVDindependence testMatthew effect |
| spellingShingle | Yingbo Zhu Jianwei Diao Bo Kang Shengqiang Liu User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of Contents Dianxin kexue association rule label personalized push AHP weight SVD independence test Matthew effect |
| title | User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of Contents |
| title_full | User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of Contents |
| title_fullStr | User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of Contents |
| title_full_unstemmed | User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of Contents |
| title_short | User Experience Optimization Researcb on Personalized Pusb Approacb of IPTV Service Based on Label of Contents |
| title_sort | user experience optimization researcb on personalized pusb approacb of iptv service based on label of contents |
| topic | association rule label personalized push AHP weight SVD independence test Matthew effect |
| url | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.07.018/ |
| work_keys_str_mv | AT yingbozhu userexperienceoptimizationresearcbonpersonalizedpusbapproacbofiptvservicebasedonlabelofcontents AT jianweidiao userexperienceoptimizationresearcbonpersonalizedpusbapproacbofiptvservicebasedonlabelofcontents AT bokang userexperienceoptimizationresearcbonpersonalizedpusbapproacbofiptvservicebasedonlabelofcontents AT shengqiangliu userexperienceoptimizationresearcbonpersonalizedpusbapproacbofiptvservicebasedonlabelofcontents |