{"id":"https://openalex.org/W2151847444","doi":"https://doi.org/10.1145/2817946.2817954","title":"Location Prediction","display_name":"Location Prediction","publication_year":2015,"publication_date":"2015-10-27","ids":{"openalex":"https://openalex.org/W2151847444","doi":"https://doi.org/10.1145/2817946.2817954","mag":"2151847444"},"language":"en","primary_location":{"id":"doi:10.1145/2817946.2817954","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2817946.2817954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on Conference on Online Social Networks","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073684178","display_name":"Jun Pang","orcid":"https://orcid.org/0000-0002-4521-4112"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Jun Pang","raw_affiliation_strings":["University of Luxembourg, Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100354592","display_name":"Yang Zhang","orcid":"https://orcid.org/0000-0001-8135-369X"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Yang Zhang","raw_affiliation_strings":["University of Luxembourg, Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073684178"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":9.7906,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97390688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.8002976775169373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6713285446166992},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.577322244644165},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4605587422847748},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4459097981452942},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.44193029403686523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42767566442489624},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4128040671348572},{"id":"https://openalex.org/keywords/social-relation","display_name":"Social relation","score":0.4106858968734741},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3619752824306488},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3071576952934265},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.23707294464111328},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.19363072514533997},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17817404866218567},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.16107162833213806},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10733288526535034}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8002976775169373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6713285446166992},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.577322244644165},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4605587422847748},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4459097981452942},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.44193029403686523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42767566442489624},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4128040671348572},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.4106858968734741},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3619752824306488},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3071576952934265},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.23707294464111328},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19363072514533997},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17817404866218567},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.16107162833213806},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10733288526535034},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2817946.2817954","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2817946.2817954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on Conference on Online Social Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W50479354","https://openalex.org/W109765122","https://openalex.org/W1595011983","https://openalex.org/W1599541430","https://openalex.org/W1743429370","https://openalex.org/W1971402834","https://openalex.org/W1982300822","https://openalex.org/W1982397092","https://openalex.org/W1984189333","https://openalex.org/W1995629273","https://openalex.org/W1995996823","https://openalex.org/W2006342384","https://openalex.org/W2012921801","https://openalex.org/W2013315566","https://openalex.org/W2013581884","https://openalex.org/W2047940964","https://openalex.org/W2063909949","https://openalex.org/W2066111998","https://openalex.org/W2069090820","https://openalex.org/W2073021764","https://openalex.org/W2078865294","https://openalex.org/W2104355163","https://openalex.org/W2110953678","https://openalex.org/W2120911939","https://openalex.org/W2121518724","https://openalex.org/W2125761757","https://openalex.org/W2126895033","https://openalex.org/W2131079631","https://openalex.org/W2131681506","https://openalex.org/W2134931490","https://openalex.org/W2139694940","https://openalex.org/W2140251882","https://openalex.org/W2140535046","https://openalex.org/W2151936673","https://openalex.org/W2155461593","https://openalex.org/W2158908968","https://openalex.org/W2164998314","https://openalex.org/W2167686542","https://openalex.org/W2168346693","https://openalex.org/W2294749418","https://openalex.org/W2295520632","https://openalex.org/W2405496393","https://openalex.org/W2914201910","https://openalex.org/W2949086987","https://openalex.org/W2964140339","https://openalex.org/W3020850113","https://openalex.org/W3099768174","https://openalex.org/W3102647957"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2029286575"],"abstract_inverted_index":{"Humans":[0],"are":[1,61],"social":[2,25,33,49,59,83,118],"animals,":[3],"they":[4],"interact":[5],"with":[6],"different":[7,13],"communities":[8,38,65,111],"of":[9,35,43,92,109,120],"friends":[10,45],"to":[11,79,129],"conduct":[12],"activities.":[14],"The":[15],"literature":[16],"shows":[17],"that":[18,98],"human":[19],"mobility":[20,101],"is":[21,102],"constrained":[22],"by":[23,63,105],"their":[24,136],"relations.":[26],"In":[27],"this":[28],"paper,":[29],"we":[30,74,86,96],"investigate":[31],"the":[32,113,117,121,142],"impact":[34],"a":[36,77,81,99,106],"person's":[37,82,100],"on":[39,116,135],"his":[40,47,110],"mobility,":[41],"instead":[42],"all":[44,68],"from":[46],"online":[48],"networks.":[50],"This":[51],"study":[52],"can":[53],"be":[54],"particularly":[55],"useful,":[56],"as":[57],"certain":[58],"behaviors":[60],"influenced":[62,103],"specific":[64],"but":[66],"not":[67],"friends.":[69],"To":[70],"achieve":[71],"our":[72],"goal,":[73],"first":[75],"develop":[76],"measure":[78],"characterize":[80],"diversity,":[84],"which":[85],"term":[87],"`community":[88],"entropy'.":[89],"Through":[90],"analysis":[91],"two":[93],"real-life":[94],"datasets,":[95],"demonstrate":[97,141],"only":[104],"small":[107],"fraction":[108],"and":[112],"influence":[114],"depends":[115],"contexts":[119],"communities.":[122],"We":[123],"then":[124],"exploit":[125],"machine":[126],"learning":[127],"techniques":[128],"predict":[130],"users'":[131],"future":[132],"movement":[133],"based":[134],"communities'":[137],"information.":[138],"Extensive":[139],"experiments":[140],"prediction's":[143],"effectiveness.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}