基于移动网络中用户位置和存在信息的推荐系统

Demóstenes Zegarra, J. Sousa, Bruno H. C. Faria, Eduardo Costa Alfaia
{"title":"基于移动网络中用户位置和存在信息的推荐系统","authors":"Demóstenes Zegarra, J. Sousa, Bruno H. C. Faria, Eduardo Costa Alfaia","doi":"10.1109/ICDT.2010.25","DOIUrl":null,"url":null,"abstract":"Cellular network operators have as main objectives the personalization of the offered services to their subscribers in an individual way or for groups with the same preferences. In this paper a new Personalized Recommendation System Architecture based on the geographic localization of the cellular users is described over which different services or solutions can be offered. For the mechanism of the users data collection, the Cell Broadcast technology is used, forming groups of users with similar preferences according association algorithms. This system also considers different presence levels (available, busy and absent) of the cellular users as an additional decision factor for sending or not the recommendation message and using for this purpose a application server connected to IMS (IP Multimedia Subsystem). A feedback mechanism based on the user satisfaction degree is also considered, to improve the efficiency of the system.","PeriodicalId":322589,"journal":{"name":"2010 Fifth International Conference on Digital Telecommunications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Recommendation System Based on Location and Presence Information of Users in a Mobile Network\",\"authors\":\"Demóstenes Zegarra, J. Sousa, Bruno H. C. Faria, Eduardo Costa Alfaia\",\"doi\":\"10.1109/ICDT.2010.25\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Cellular network operators have as main objectives the personalization of the offered services to their subscribers in an individual way or for groups with the same preferences. In this paper a new Personalized Recommendation System Architecture based on the geographic localization of the cellular users is described over which different services or solutions can be offered. For the mechanism of the users data collection, the Cell Broadcast technology is used, forming groups of users with similar preferences according association algorithms. This system also considers different presence levels (available, busy and absent) of the cellular users as an additional decision factor for sending or not the recommendation message and using for this purpose a application server connected to IMS (IP Multimedia Subsystem). A feedback mechanism based on the user satisfaction degree is also considered, to improve the efficiency of the system.\",\"PeriodicalId\":322589,\"journal\":{\"name\":\"2010 Fifth International Conference on Digital Telecommunications\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-06-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 Fifth International Conference on Digital Telecommunications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDT.2010.25\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Fifth International Conference on Digital Telecommunications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDT.2010.25","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

蜂窝网络运营商的主要目标是以个人方式或具有相同偏好的群体为其用户提供个性化服务。本文描述了一种新的基于蜂窝用户地理定位的个性化推荐系统架构,在此基础上可以提供不同的服务或解决方案。在用户数据收集机制上,采用小区广播技术,根据关联算法形成具有相似偏好的用户组。该系统还将蜂窝用户的不同状态级别(可用、繁忙和缺席)作为发送或不发送推荐消息的附加决策因素,并为此目的使用连接到IMS (IP多媒体子系统)的应用服务器。为了提高系统的效率,还考虑了基于用户满意度的反馈机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Recommendation System Based on Location and Presence Information of Users in a Mobile Network
Cellular network operators have as main objectives the personalization of the offered services to their subscribers in an individual way or for groups with the same preferences. In this paper a new Personalized Recommendation System Architecture based on the geographic localization of the cellular users is described over which different services or solutions can be offered. For the mechanism of the users data collection, the Cell Broadcast technology is used, forming groups of users with similar preferences according association algorithms. This system also considers different presence levels (available, busy and absent) of the cellular users as an additional decision factor for sending or not the recommendation message and using for this purpose a application server connected to IMS (IP Multimedia Subsystem). A feedback mechanism based on the user satisfaction degree is also considered, to improve the efficiency of the system.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Prefilter Bandwidth Effects in Sequential Symbol Synchronizers Based on Clock Sampling Peer-to-Peer IPTV Service Impact on Network Traffic Perceived Video Quality Estimation from Spatial and Temporal Information Contents and Network Performance Parameters in IPTV SVM-MLP-PNN Classifiers on Speech Emotion Recognition Field - A Comparative Study Architectural Aspects of C4I2SR Systems and Migration to Service Oriented Architecture
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1