Next Place Prediction: A Systematic Literature Review

Christian Schreckenberger, Simon Beckmann, Christian Bartelt
{"title":"Next Place Prediction: A Systematic Literature Review","authors":"Christian Schreckenberger, Simon Beckmann, Christian Bartelt","doi":"10.1145/3283590.3283596","DOIUrl":null,"url":null,"abstract":"In this systematic literature review an overview of the recent developments in the field of Next Place Prediction is given. Next Place Prediction in this work refers to the prediction of where an individual human will go to next, based on continuous mobility data. It is therefore distinguished from other work in the field of next place prediction that uses, for example check-in data. This review aims to answer the following four questions: (1) Which features are used? (2) Which input data is required? (3) Which technique is used? (4) How is the prediction evaluated?","PeriodicalId":404513,"journal":{"name":"Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3283590.3283596","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

Abstract

In this systematic literature review an overview of the recent developments in the field of Next Place Prediction is given. Next Place Prediction in this work refers to the prediction of where an individual human will go to next, based on continuous mobility data. It is therefore distinguished from other work in the field of next place prediction that uses, for example check-in data. This review aims to answer the following four questions: (1) Which features are used? (2) Which input data is required? (3) Which technique is used? (4) How is the prediction evaluated?
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
下一站预测:系统文献综述
在这篇系统的文献综述中,对下一地点预测领域的最新发展进行了概述。这项工作中的下一个地点预测是指根据连续的移动数据预测个人下一步将去哪里。因此,它与使用登记数据等下一地点预测领域的其他工作有所区别。本综述旨在回答以下四个问题:(1)使用了哪些功能?(2)需要哪些输入数据?(3)使用哪种技术?(4)如何评估预测?
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Implementation of Floating Population Analysis for Smart Cities: A case study in Songdo Incheon South Korea Next Place Prediction: A Systematic Literature Review Spatial-Data-Driven Student Characterization: Trajectory Sequence Alignment based on Student Smart Card Transactions Measuring Inter-city Network Using Digital Footprints from Twitter Users On the Predictability of a User's Next Check-in Using Data from Different Social Networks
×
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