{"id":"https://openalex.org/W2479353699","doi":"https://doi.org/10.1109/icc.2016.7510707","title":"Crowdsourced mobility prediction based on spatio-temporal contexts","display_name":"Crowdsourced mobility prediction based on spatio-temporal contexts","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2479353699","doi":"https://doi.org/10.1109/icc.2016.7510707","mag":"2479353699"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2016.7510707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2016.7510707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Communications (ICC)","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/A5028344734","display_name":"Haitian Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haitian Pang","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396043","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0002-5578-3626"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042180402","display_name":"Lin Gao","orcid":"https://orcid.org/0000-0002-0142-1515"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Gao","raw_affiliation_strings":["Department of Information Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066098207","display_name":"Ming Tang","orcid":"https://orcid.org/0000-0002-4338-699X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Tang","raw_affiliation_strings":["Department of Information Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018658406","display_name":"Jianwei Huang","orcid":"https://orcid.org/0000-0002-2230-3446"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Huang","raw_affiliation_strings":["Department of Information Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047712495","display_name":"Lifeng Sun","orcid":"https://orcid.org/0000-0002-4057-5138"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Sun","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028344734"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":6.543,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.95646686,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.989799976348877,"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"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7942812442779541},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.6388013958930969},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6315288543701172},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.5948976278305054},{"id":"https://openalex.org/keywords/individual-mobility","display_name":"Individual mobility","score":0.562722384929657},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49650245904922485},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39982834458351135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3971175253391266},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09962999820709229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7942812442779541},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.6388013958930969},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6315288543701172},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.5948976278305054},{"id":"https://openalex.org/C2778068325","wikidata":"https://www.wikidata.org/wiki/Q19892785","display_name":"Individual mobility","level":2,"score":0.562722384929657},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49650245904922485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39982834458351135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3971175253391266},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09962999820709229},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2016.7510707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2016.7510707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W66477288","https://openalex.org/W1953266353","https://openalex.org/W1964848431","https://openalex.org/W1969579437","https://openalex.org/W1972344647","https://openalex.org/W1973483062","https://openalex.org/W1992956547","https://openalex.org/W2034716977","https://openalex.org/W2039155686","https://openalex.org/W2071440084","https://openalex.org/W2099141754","https://openalex.org/W2103782685","https://openalex.org/W2110953678","https://openalex.org/W2120822931","https://openalex.org/W2126045912","https://openalex.org/W2138383468","https://openalex.org/W2149891651","https://openalex.org/W2154818210","https://openalex.org/W2311070470","https://openalex.org/W2400262917","https://openalex.org/W6682411686","https://openalex.org/W6698628428","https://openalex.org/W6712633506"],"related_works":["https://openalex.org/W88288537","https://openalex.org/W2505055246","https://openalex.org/W2903825916","https://openalex.org/W3015145336","https://openalex.org/W2605954836","https://openalex.org/W3003964056","https://openalex.org/W4287825744","https://openalex.org/W3010954196","https://openalex.org/W2127484926","https://openalex.org/W2939817354"],"abstract_inverted_index":{"Accurate":[0],"mobility":[1,34,69,95],"prediction":[2,35,96,134],"is":[3,117],"becoming":[4],"increasingly":[5],"important":[6],"in":[7,56,83,121,131],"human":[8,33,43,68,81,123],"behavior":[9],"research,":[10],"mainly":[11],"due":[12],"to":[13],"many":[14],"location-based":[15],"applications":[16],"such":[17],"as":[18],"mobile":[19,23],"social":[20],"networks":[21],"and":[22,60,71,112,126],"advertisements.":[24],"In":[25],"this":[26],"work,":[27],"we":[28,89],"propose":[29,91],"a":[30,47,57,92],"new":[31],"crowd-sourced":[32],"model":[36],"for":[37],"public":[38,87],"regions.":[39],"We":[40,101],"first":[41],"analyze":[42],"trajectories":[44,82],"collected":[45],"through":[46],"cluster":[48],"of":[49,80,86,105],"densely":[50],"deployed":[51],"Wi-Fi":[52],"access":[53],"points":[54],"(AP)":[55],"shopping":[58],"mall,":[59],"then":[61],"characterize":[62],"the":[63,67,72,77,103,106,136],"close":[64],"relationship":[65],"between":[66],"patterns":[70],"spatio-temporal":[73,99],"contexts.":[74,100],"Based":[75],"on":[76],"distinct":[78],"features":[79],"different":[84],"types":[85],"regions,":[88],"further":[90],"Markov-based":[93],"crowdsourced":[94],"method":[97,108,116],"utilizing":[98],"evaluate":[102],"performance":[104],"proposed":[107],"using":[109],"real":[110],"traces,":[111],"show":[113],"that":[114],"our":[115],"28%":[118],"more":[119],"accurate":[120],"predicting":[122],"location":[124],"transitions":[125],"incurs":[127],"14%":[128],"smaller":[129],"error":[130],"stay":[132],"time":[133],"than":[135],"baseline":[137],"methods.":[138]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}