{"id":"https://openalex.org/W2069350168","doi":"https://doi.org/10.1109/wcnc.2014.6952829","title":"Leveraging periodicity in human mobility for next place prediction","display_name":"Leveraging periodicity in human mobility for next place prediction","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2069350168","doi":"https://doi.org/10.1109/wcnc.2014.6952829","mag":"2069350168"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc.2014.6952829","doi":"https://doi.org/10.1109/wcnc.2014.6952829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2014.6952829","pdf_url":null,"source":{"id":"https://openalex.org/S4210195247","display_name":"IEEE Wireless Communications and Networking Conference","issn_l":"1525-3511","issn":["1525-3511","1558-2612"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5059932377","display_name":"Bhaskar Prabhala","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhaskar Prabhala","raw_affiliation_strings":["Institute for Networking and Security Research, Pennsylvania State University, PA, USA","Pennsylvania State Univ#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Networking and Security Research, Pennsylvania State University, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Pennsylvania State Univ#TAB#","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jingjing Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingjing Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Illinois, USA","University of Illinois at Urbana Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104152378","display_name":"Budhaditya Deb","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1306686416","display_name":"RTX (United States)","ror":"https://ror.org/0354t7b78","country_code":"US","type":"company","lineage":["https://openalex.org/I1306686416"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Budhaditya Deb","raw_affiliation_strings":["Raytheon BBN Technologies","BBN Technologies ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Raytheon BBN Technologies","institution_ids":["https://openalex.org/I1306686416"]},{"raw_affiliation_string":"BBN Technologies ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073465096","display_name":"Thomas La Porta","orcid":"https://orcid.org/0000-0003-1295-4461","observed_orcids":["https://orcid.org/0000-0003-1295-4461"]},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas La Porta","raw_affiliation_strings":["Institute for Networking and Security Research, Pennsylvania State University, University Park, PA, US","Institute for Networking and Security Research, Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Networking and Security Research, Pennsylvania State University, University Park, PA, US","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Institute for Networking and Security Research, Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019539533","display_name":"Jiawei Han","orcid":"https://orcid.org/0000-0002-3629-2696","observed_orcids":["https://orcid.org/0000-0002-3629-2696"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiawei Han","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Illinois, USA","University of Illinois at Urbana Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1978,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88249911,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"327","issue":null,"first_page":"2665","last_page":"2670"},"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":0.948199987411499,"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":0.948199987411499,"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/T11106","display_name":"Data Management and Algorithms","score":0.04569999873638153,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.0012000000569969416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/human-mobility","display_name":"human mobility","score":0.8100000023841858},{"id":"https://openalex.org/keywords/periodicity-detection","display_name":"periodicity detection","score":0.847000002861023},{"id":"https://openalex.org/keywords/temporal-context","display_name":"temporal context","score":0.37400001287460327}],"concepts":[{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.8346543908119202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7589318752288818},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6508309841156006},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6390458345413208},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.593560516834259},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5597478747367859},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5025029182434082},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.48717325925827026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4385649263858795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43590623140335083},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39090198278427124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33589863777160645},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.1960378885269165},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08630195260047913},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc.2014.6952829","doi":"https://doi.org/10.1109/wcnc.2014.6952829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2014.6952829","pdf_url":null,"source":{"id":"https://openalex.org/S4210195247","display_name":"IEEE Wireless Communications and Networking Conference","issn_l":"1525-3511","issn":["1525-3511","1558-2612"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332603","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W66477288","https://openalex.org/W1485815177","https://openalex.org/W1964461063","https://openalex.org/W1987228002","https://openalex.org/W2002169759","https://openalex.org/W2044023374","https://openalex.org/W2060334710","https://openalex.org/W2107622755","https://openalex.org/W2110953678","https://openalex.org/W2117149360","https://openalex.org/W2117742206","https://openalex.org/W2148380989","https://openalex.org/W2153635508","https://openalex.org/W2158454296","https://openalex.org/W2164466012","https://openalex.org/W2166692930"],"related_works":["https://openalex.org/W1498875472","https://openalex.org/W1530920927","https://openalex.org/W2165145367","https://openalex.org/W2294602753","https://openalex.org/W2617433426","https://openalex.org/W2124460774","https://openalex.org/W4410350626","https://openalex.org/W2286681216","https://openalex.org/W2581601229","https://openalex.org/W2857892553"],"abstract_inverted_index":{"Periodic":[0],"transitions":[1,45,54],"from":[2,48],"place":[3,5,84,136],"to":[4,32,46,55,71,98,113],"are":[6,41],"inherent":[7],"in":[8,19,74,115,122],"human":[9],"movements.":[10,77],"Through":[11],"visual":[12],"examination":[13],"we":[14,64],"detect":[15,72],"these":[16,96],"periodic":[17,39,111],"movements":[18,40,112],"traces":[20],"of":[21,57,90,110,120,139],"user":[22,27,76,100,116],"tracking":[23,28,125],"data.":[24],"However":[25],"such":[26],"data":[29,102,126],"sets":[30],"tend":[31],"be":[33],"sparse":[34],"and":[35,47,53,69,92,141],"incomplete.":[36],"In":[37,61],"addition,":[38],"surrounded":[42],"by":[43],"noise:":[44],"less":[49],"frequently":[50],"visited":[51],"places":[52],"one":[56],"a":[58,81,123,130],"kind":[59],"visits.":[60],"this":[62],"paper,":[63],"present":[65],"algorithms":[66,79,97,133],"leveraging":[67],"techniques":[68],"models":[70],"periodicity":[73],"individual":[75],"Our":[78],"predict":[80],"user's":[82],"next":[83,135],"given":[85],"only":[86],"the":[87,108],"current":[88],"context":[89],"timestamp":[91],"location.":[93],"We":[94],"apply":[95],"real":[99],"mobility":[101],"sets.":[103],"Prediction":[104],"accuracy":[105],"depends":[106],"on":[107],"ratio":[109],"noise":[114],"traces.":[117],"For":[118],"majority":[119],"users":[121],"movement":[124],"set":[127],"collected":[128],"over":[129],"year,":[131],"our":[132],"achieve":[134],"prediction":[137],"accuracies":[138],"50%":[140],"above.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}