NaviSoc: A Socially Enhanced Real-Time Navigator

Nikolaos Louloudakis, Vasileios Theodosiadis, H. Kondylakis, K. Stefanidis
{"title":"NaviSoc: A Socially Enhanced Real-Time Navigator","authors":"Nikolaos Louloudakis, Vasileios Theodosiadis, H. Kondylakis, K. Stefanidis","doi":"10.1109/ICDMW.2014.77","DOIUrl":null,"url":null,"abstract":"As the usage of social networks becomes more and more ubiquitous and people commute more often today, social streams have become a valuable source for many kinds of applications. For example, the various social streams could be exploited for choosing the optimal path (e.g., The shortest and/or the fastest) to reach a desired destination. To this direction, we present a novel navigation system, called NaviSoc. NaviSoc is a location-based, context-aware recommendation system proposing dynamically and in real-time, the best route according to the user's context (e.g., Preferences and budget). The system takes advantage of social streams in order to identify unprecedented (e.g., Traffic jam, protest) or social events occurring in a specific place. Then, using this knowledge, the system dynamically readjusts the proposed navigation path. An initial evaluation, performed on the Greek island of Crete, demonstrates the feasibility of our solution and the benefits of our system.","PeriodicalId":289269,"journal":{"name":"2014 IEEE International Conference on Data Mining Workshop","volume":"71 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE International Conference on Data Mining Workshop","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDMW.2014.77","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

As the usage of social networks becomes more and more ubiquitous and people commute more often today, social streams have become a valuable source for many kinds of applications. For example, the various social streams could be exploited for choosing the optimal path (e.g., The shortest and/or the fastest) to reach a desired destination. To this direction, we present a novel navigation system, called NaviSoc. NaviSoc is a location-based, context-aware recommendation system proposing dynamically and in real-time, the best route according to the user's context (e.g., Preferences and budget). The system takes advantage of social streams in order to identify unprecedented (e.g., Traffic jam, protest) or social events occurring in a specific place. Then, using this knowledge, the system dynamically readjusts the proposed navigation path. An initial evaluation, performed on the Greek island of Crete, demonstrates the feasibility of our solution and the benefits of our system.
NaviSoc:社交增强的实时导航器
随着社交网络的使用变得越来越普遍,人们越来越频繁地上下班,社交流已经成为许多应用程序的宝贵来源。例如,可以利用各种社交流来选择到达理想目的地的最佳路径(例如,最短和/或最快的路径)。在这个方向上,我们提出了一种新的导航系统,称为NaviSoc。NaviSoc是一个基于位置的、环境感知的推荐系统,根据用户的环境(例如,偏好和预算)动态地、实时地提出最佳路线。该系统利用社交流来识别在特定地点发生的前所未有的(例如,交通堵塞、抗议)或社会事件。然后,利用这些信息,系统动态地重新调整所建议的导航路径。在希腊克里特岛进行的初步评估表明,我们的解决办法是可行的,我们的制度是有益的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信