{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T17:07:56Z","timestamp":1783789676188,"version":"3.55.0"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"DFG Collaborative Research Centre CRC 1053","award":["DFG Collaborative Research Centre (CRC) 1053"],"award-info":[{"award-number":["DFG Collaborative Research Centre (CRC) 1053"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2018,10,1]]},"DOI":"10.1109\/tmc.2018.2797937","type":"journal-article","created":{"date-parts":[[2018,1,24]],"date-time":"2018-01-24T19:21:15Z","timestamp":1516821675000},"page":"2408-2422","source":"Crossref","is-referenced-by-count":14,"title":["Selecting Individual and Population Models for Predicting Human Mobility"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5393-9703","authenticated-orcid":false,"given":"Paul","family":"Baumann","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7947-5938","authenticated-orcid":false,"given":"Christian","family":"Koehler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anind K.","family":"Dey","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Silvia","family":"Santini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0037027"},{"key":"ref38","first-page":"231","article-title":"How long are you staying? Predicting residence time from human mobility traces","author":"baumann","year":"2013","journal-title":"Proc 19th Annu Int Conf Mobile Comput Netw"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/0005-2795(75)90109-9"},{"key":"ref32","volume":"2","author":"duda","year":"1973","journal-title":"Pattern Classification"},{"key":"ref31","author":"breiman","year":"1984","journal-title":"Classification and Regression Trees"},{"key":"ref30","author":"mitchell","year":"1997","journal-title":"Machine Learning"},{"key":"ref37","first-page":"1","article-title":"Interdependence and predictability of human mobility and social interactions","author":"de domenico","year":"2012","journal-title":"Proc 10th Int Conf Pervasive Comput"},{"key":"ref36","first-page":"1","article-title":"Exploring periods of low predictability\n in daily life mobility","author":"mcinerney","year":"2012","journal-title":"Proc Mobile Data Challenge Workshop Conjunction 10th Int Conf Pervasive Comput"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370242"},{"key":"ref34","first-page":"1","article-title":"Towards rich mobile phone datasets: Lausanne data collection\n campaign","author":"kiukkonen","year":"2010","journal-title":"Proc 7th ACM Int Conf Pervasive Serv"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-007-0114-2"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-005-0046-3"},{"key":"ref29","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2030112.2030151"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2006.171"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1620545.1620549"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2006.173"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-011-0982-z"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1134680.1134699"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM.2015.7158137"},{"key":"ref26","first-page":"1","article-title":"Device\n analyzer: Understanding smartphone usage","author":"wagner","year":"2013","journal-title":"Proc 10th Int Conf Mobile Ubiquitous Syst Comput Netw Serv"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493467"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijheh.2005.03.003"},{"key":"ref51","first-page":"159","article-title":"Learning\n and recognizing the places we go","author":"hightower","year":"2005","journal-title":"Proc 7th ACM Int Conf Ubiquitous Comput"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/2800835.2800866"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom.2014.6813948"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370274"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"1018","DOI":"10.1126\/science.1177170","article-title":"Limits of predictability in\n human mobility","volume":"327","author":"song","year":"2010","journal-title":"Sci"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493504"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/MDM.2009.11"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MDM.2012.46"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2307\/1912557"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/T-C.1971.223410"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2013.03.006"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom.2012.6199868"},{"key":"ref14","first-page":"1","article-title":"Analyzing the influence of phone context\n data on the performance of human mobility predictors","author":"baumann","year":"2015","journal-title":"Proc Main Conf Sci Anal Mobile Phone Datasets"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/564376.564421"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493437"},{"key":"ref17","first-page":"1","article-title":"The mobile data challenge: Big data for mobile computing research","author":"laurila","year":"2012","journal-title":"Proc Mobile Data Challenge Workshop Conjunction 10th Int Conf Pervasive Comput"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2632052"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2632062"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/990064.990073"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2014.09.046"},{"key":"ref6","first-page":"243","article-title":"Predestination: Inferring destinations from partial trajectories","author":"krumm","year":"2006","journal-title":"Proc 8th Int Conf Ubiquitous Comput"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-003-0240-0"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21726-5_10"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557091"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1038\/nature06958","article-title":"Understanding individual human mobility patterns","volume":"453","author":"gonz\u00e1lez","year":"2008","journal-title":"Nature"},{"key":"ref9","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation\n and model selection","author":"kohavi","year":"1995","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370241"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1515\/9781400874668"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/1094549.1094558"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2030112.2030135"},{"key":"ref42","first-page":"403","article-title":"Comparative study of techniques for\n large-scale feature selection","volume":"16","author":"ferri","year":"1994","journal-title":"Int J Pattern Recognit Mach Intell"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(94)90127-9"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370243"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2632069"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7755\/8452068\/08268656.pdf?arnumber=8268656","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T13:26:17Z","timestamp":1643203577000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8268656\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,1]]},"references-count":58,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2018.2797937","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,1]]}}}