{"id":"https://openalex.org/W2045230780","doi":"https://doi.org/10.1109/tvt.2014.2345263","title":"A Destination and Mobility Path Prediction Scheme for Mobile Networks","display_name":"A Destination and Mobility Path Prediction Scheme for Mobile Networks","publication_year":2014,"publication_date":"2014-08-06","ids":{"openalex":"https://openalex.org/W2045230780","doi":"https://doi.org/10.1109/tvt.2014.2345263","mag":"2045230780"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2014.2345263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2014.2345263","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-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/A5055214811","display_name":"Apollinaire Nademb\u00e9ga","orcid":null},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Apollinaire Nadembega","raw_affiliation_strings":["Network Research Laboratory, University of Montreal, Montr\u00e9al, QC, Canada","[Network Res. Lab., Univ. of Montreal, Montreal, QC, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network Research Laboratory, University of Montreal, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"[Network Res. Lab., Univ. of Montreal, Montreal, QC, Canada]","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055329164","display_name":"Abdelhakim Hafid","orcid":"https://orcid.org/0000-0001-8597-7344"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abdelhakim Hafid","raw_affiliation_strings":["Network Research Laboratory, University of Montreal, Montr\u00e9al, QC, Canada","[Network Res. Lab., Univ. of Montreal, Montreal, QC, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network Research Laboratory, University of Montreal, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"[Network Res. Lab., Univ. of Montreal, Montreal, QC, Canada]","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087043869","display_name":"Tarik Taleb","orcid":"https://orcid.org/0000-0003-1119-1239"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tarik Taleb","raw_affiliation_strings":["School of Electrical Engineering, Aalto University, Espoo, Finland","Sch. of Electr. Eng., Aalto Univ., Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Sch. of Electr. Eng., Aalto Univ., Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.9987,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.98877606,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"64","issue":"6","first_page":"2577","last_page":"2590"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9975000023841858,"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/T11478","display_name":"Caching and Content Delivery","score":0.9939000010490417,"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/computer-science","display_name":"Computer science","score":0.7155721187591553},{"id":"https://openalex.org/keywords/reservation","display_name":"Reservation","score":0.6683998107910156},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5752147436141968},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5671114921569824},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5442417860031128},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.523522138595581},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.491077184677124},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4775736629962921},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4696950912475586},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4686155915260315},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4608656167984009},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.43624347448349},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.3399547338485718},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14225366711616516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7155721187591553},{"id":"https://openalex.org/C2777632111","wikidata":"https://www.wikidata.org/wiki/Q1937518","display_name":"Reservation","level":2,"score":0.6683998107910156},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5752147436141968},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5671114921569824},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5442417860031128},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.523522138595581},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.491077184677124},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4775736629962921},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4696950912475586},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4686155915260315},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4608656167984009},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.43624347448349},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.3399547338485718},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14225366711616516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2014.2345263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2014.2345263","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W206739251","https://openalex.org/W1579520745","https://openalex.org/W1603411088","https://openalex.org/W1966712739","https://openalex.org/W1976879913","https://openalex.org/W1993199924","https://openalex.org/W1995155961","https://openalex.org/W2014246595","https://openalex.org/W2016767864","https://openalex.org/W2022749020","https://openalex.org/W2023231091","https://openalex.org/W2026558675","https://openalex.org/W2038574405","https://openalex.org/W2060334710","https://openalex.org/W2060477280","https://openalex.org/W2072663764","https://openalex.org/W2073619933","https://openalex.org/W2086338461","https://openalex.org/W2099272073","https://openalex.org/W2107575246","https://openalex.org/W2113971713","https://openalex.org/W2114053744","https://openalex.org/W2114608211","https://openalex.org/W2117711429","https://openalex.org/W2123979934","https://openalex.org/W2132742372","https://openalex.org/W2133400794","https://openalex.org/W2134537668","https://openalex.org/W2142018505","https://openalex.org/W2143040511","https://openalex.org/W2143548801","https://openalex.org/W2152249668","https://openalex.org/W2157987806","https://openalex.org/W2164250805","https://openalex.org/W2166692930","https://openalex.org/W2167157180","https://openalex.org/W2330877679","https://openalex.org/W2800895662"],"related_works":["https://openalex.org/W3003419070","https://openalex.org/W1831524358","https://openalex.org/W3005927381","https://openalex.org/W1973366582","https://openalex.org/W2124540127","https://openalex.org/W3197108443","https://openalex.org/W82252285","https://openalex.org/W2170939602","https://openalex.org/W3009067413","https://openalex.org/W2166884543"],"abstract_inverted_index":{"Mobile":[0],"multimedia":[1],"services":[2],"are":[3],"gaining":[4],"great":[5],"momentum":[6],"among":[7],"subscribers":[8],"of":[9,15,25,37,54,64,72,82,117,153],"mobile":[10],"networks":[11],"(MNs).":[12],"An":[13],"understanding":[14],"the":[16,23,38,52,55,67,70,76,88,91,115,118,130,144,151,154,160,163,172,175,186,191],"network":[17,68],"traffic":[18],"behavior":[19],"is":[20],"essential":[21],"in":[22,125],"evolution":[24],"today's":[26],"MNs":[27],"and,":[28,78],"thus,":[29,79],"leads":[30],"to":[31,90,166,174],"more":[32,104],"efficient":[33],"planning":[34],"and":[35,59,110,171],"management":[36],"network's":[39,56],"scarce":[40],"bandwidth":[41],"resources.":[42],"The":[43],"communication":[44],"efficiency":[45],"can":[46],"be":[47],"largely":[48],"improved":[49],"(i.e,":[50],"optimizing":[51],"allocation":[53],"limited":[57],"resources":[58,84],"sustaining":[60],"a":[61,98],"desirable":[62],"quality":[63],"service)":[65],"if":[66],"anticipates":[69],"needs":[71],"its":[73],"users":[74],"on":[75,129],"move":[77],"performs":[80],"reservation":[81],"radio":[83],"at":[85,138],"cells":[86],"along":[87],"path":[89,161],"destination.":[92,176],"In":[93],"this":[94],"vein,":[95],"we":[96,106,142],"propose":[97],"mobility":[99,184],"prediction":[100],"scheme":[101,181,193],"for":[102,113,121,149],"MNs;":[103],"specifically,":[105],"first":[107],"apply":[108,143],"probability":[109],"Dempster-Shafer":[111],"processes":[112],"predicting":[114,150],"likelihood":[116,152],"next":[119,155],"destination,":[120],"an":[122,126],"arbitrary":[123],"user":[124],"MN,":[127],"based":[128],"user's":[131],"habits":[132],"(e.g,":[133],"frequently":[134],"visited":[135],"locations).":[136],"Then,":[137],"each":[139],"road":[140,156,169],"junction,":[141],"second-order":[145],"Markov":[146],"chain":[147],"process":[148],"segment":[157],"transition,":[158],"given":[159],"from":[162],"trip":[164],"origin":[165],"that":[167,190],"specific":[168],"junction":[170],"direction":[173],"We":[177],"evaluate":[178],"our":[179],"proposed":[180,192],"using":[182],"real-life":[183],"traces;":[185],"simulation":[187],"results":[188],"show":[189],"outperforms":[194],"traditional":[195],"schemes.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}