{"id":"https://openalex.org/W4220752934","doi":"https://doi.org/10.3390/ijgi11030196","title":"Development of Big Data-Analysis Pipeline for Mobile Phone Data with Mobipack and Spatial Enhancement","display_name":"Development of Big Data-Analysis Pipeline for Mobile Phone Data with Mobipack and Spatial Enhancement","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4220752934","doi":"https://doi.org/10.3390/ijgi11030196"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi11030196","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11030196","pdf_url":"https://www.mdpi.com/2220-9964/11/3/196/pdf?version=1647341552","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/11/3/196/pdf?version=1647341552","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073817266","display_name":"Apichon Witayangkurn","orcid":"https://orcid.org/0000-0003-1454-1820"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]},{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP","TH"],"is_corresponding":true,"raw_author_name":"Apichon Witayangkurn","raw_affiliation_strings":["Center for Spatial Information Science, The University of Tokyo, Chiba 277-8568, Japan","School of Information, Computer, and Communication Technology (ICT), Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani 12120, Thailand"],"raw_orcid":"https://orcid.org/0000-0003-1454-1820","affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, The University of Tokyo, Chiba 277-8568, Japan","institution_ids":["https://openalex.org/I14396692","https://openalex.org/I74801974"]},{"raw_affiliation_string":"School of Information, Computer, and Communication Technology (ICT), Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani 12120, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062559117","display_name":"Ayumi Arai","orcid":"https://orcid.org/0000-0001-9793-3541"},"institutions":[{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ayumi Arai","raw_affiliation_strings":["Center for Spatial Information Science, The University of Tokyo, Chiba 277-8568, Japan","Spatial Data Commons, The University of Tokyo, Chiba 277-8568, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, The University of Tokyo, Chiba 277-8568, Japan","institution_ids":["https://openalex.org/I14396692","https://openalex.org/I74801974"]},{"raw_affiliation_string":"Spatial Data Commons, The University of Tokyo, Chiba 277-8568, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105206953","display_name":"Ryosuke Shibasaki","orcid":"https://orcid.org/0000-0001-8760-244X"},"institutions":[{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryosuke Shibasaki","raw_affiliation_strings":["Center for Spatial Information Science, The University of Tokyo, Chiba 277-8568, Japan","Spatial Data Commons, The University of Tokyo, Chiba 277-8568, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, The University of Tokyo, Chiba 277-8568, Japan","institution_ids":["https://openalex.org/I14396692","https://openalex.org/I74801974"]},{"raw_affiliation_string":"Spatial Data Commons, The University of Tokyo, Chiba 277-8568, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073817266"],"corresponding_institution_ids":["https://openalex.org/I108108428","https://openalex.org/I14396692","https://openalex.org/I74801974"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.2571,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67943329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"3","first_page":"196","last_page":"196"},"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":1.0,"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":1.0,"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":0.9922999739646912,"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":0.9659000039100647,"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":0.7694488763809204},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6225899457931519},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.562791645526886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47643667459487915},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4622919261455536},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.45934659242630005},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.4573284387588501},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4565129280090332},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41450950503349304},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41381093859672546},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3232063353061676},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11200892925262451},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10857951641082764},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08338484168052673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7694488763809204},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6225899457931519},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.562791645526886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47643667459487915},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4622919261455536},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.45934659242630005},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.4573284387588501},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4565129280090332},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41450950503349304},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41381093859672546},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3232063353061676},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11200892925262451},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10857951641082764},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08338484168052673},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi11030196","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11030196","pdf_url":"https://www.mdpi.com/2220-9964/11/3/196/pdf?version=1647341552","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c9809f49245f4c6aba926befa298fa1d","is_oa":false,"landing_page_url":"https://doaj.org/article/c9809f49245f4c6aba926befa298fa1d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 11, Iss 3, p 196 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/11/3/196/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi11030196","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information; Volume 11; Issue 3; Pages: 196","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi11030196","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11030196","pdf_url":"https://www.mdpi.com/2220-9964/11/3/196/pdf?version=1647341552","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220752934.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W298124682","https://openalex.org/W1974271511","https://openalex.org/W1977752466","https://openalex.org/W1982300822","https://openalex.org/W1994273294","https://openalex.org/W2004023904","https://openalex.org/W2039350330","https://openalex.org/W2055992762","https://openalex.org/W2057301737","https://openalex.org/W2075339457","https://openalex.org/W2097699073","https://openalex.org/W2135292370","https://openalex.org/W2283128066","https://openalex.org/W2756893732","https://openalex.org/W2768019332","https://openalex.org/W2788456398","https://openalex.org/W2796950926","https://openalex.org/W2803818408","https://openalex.org/W2890244488","https://openalex.org/W2894088936","https://openalex.org/W2906751196","https://openalex.org/W2915774256","https://openalex.org/W2917507103","https://openalex.org/W2918040195","https://openalex.org/W2963483292","https://openalex.org/W2995435218","https://openalex.org/W3000254529","https://openalex.org/W3007057529","https://openalex.org/W3082092587","https://openalex.org/W3102004405","https://openalex.org/W3151818090","https://openalex.org/W3186193142","https://openalex.org/W3201155767","https://openalex.org/W3203118692","https://openalex.org/W6610679895","https://openalex.org/W6763803747"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417","https://openalex.org/W2218513093","https://openalex.org/W4200136508"],"abstract_inverted_index":{"Frequent":[0],"and":[1,70,91,112,140,156,190,216,231,244],"granular":[2],"population":[3,37],"data":[4,21,51,86,130,169,181,207],"are":[5,150],"essential":[6],"for":[7,11,126,179,228,241],"decision":[8],"making.":[9],"Further-more,":[10],"progress":[12],"monitoring":[13],"towards":[14],"achieving":[15],"the":[16,46,154,159,203,232],"sustainable":[17,194],"development":[18],"goals":[19],"(SDGs),":[20],"availability":[22],"at":[23,29,68],"global":[24],"scales":[25,69],"as":[26,28,53,182,184],"well":[27,183],"different":[30],"disaggregated":[31],"levels":[32],"is":[33,217,226],"required.":[34],"The":[35,196,223],"high":[36],"coverage":[38],"of":[39,48,123,143,158,205,235],"mobile":[40],"cellular":[41],"signals":[42],"has":[43,60],"been":[44],"accelerating":[45],"generation":[47],"large-scale":[49,168],"spatiotemporal":[50],"such":[52,85],"call":[54],"detail":[55],"record":[56],"(CDR)":[57],"data.":[58],"This":[59,94],"enabled":[61],"resource-scarce":[62],"countries":[63],"to":[64,77,152,201,219],"collect":[65],"digital":[66],"footprints":[67],"resolutions":[71],"that":[72,171],"would":[73],"otherwise":[74],"be":[75,177,188],"impossible":[76],"achieve":[78],"solely":[79],"through":[80],"traditional":[81],"surveys.":[82],"However,":[83],"using":[84],"requires":[87,172,211],"multiple":[88],"processes,":[89],"algorithms,":[90],"considerable":[92],"effort.":[93],"paper":[95],"proposes":[96],"a":[97,113,141,167,193,212],"big":[98],"data-analysis":[99],"pipeline":[100],"built":[101],"exclusively":[102],"on":[103],"an":[104],"open-source":[105,115],"framework":[106],"with":[107],"our":[108],"spatial":[109],"enhancement":[110],"library":[111],"proposed":[114,160,224],"mobility":[116,127,144],"analysis":[117],"package":[118],"called":[119],"Mobipack.":[120],"Mobipack":[121],"consists":[122],"useful":[124],"modules":[125],"analysis,":[128,137,208],"including":[129],"anonymization,":[131],"origin\u2013destination":[132],"extraction,":[133,135],"trip":[134],"zone":[136],"route":[138],"interpolation,":[139],"set":[142,215],"indicators.":[145],"Several":[146],"implemented":[147],"use":[148],"cases":[149],"presented":[151],"demonstrate":[153],"advantages":[155],"usefulness":[157],"system.":[161],"In":[162],"addition,":[163],"we":[164],"explain":[165],"how":[166,185],"platform":[170,197],"efficient":[173],"resource":[174],"allocation":[175],"can":[176,187,198],"con-structed":[178],"managing":[180],"it":[186,239],"used":[189],"maintained":[191],"in":[192],"manner.":[195],"further":[199],"help":[200],"enhance":[202],"capacity":[204],"CDR":[206,236],"which":[209],"usually":[210],"specific":[213],"skill":[214],"time-consuming":[218],"implement":[220],"from":[221],"scratch.":[222],"system":[225],"suited":[227],"baseline":[229],"processing":[230],"effective":[233],"handling":[234],"data;":[237],"thus,":[238],"allows":[240],"improved":[242],"support":[243],"on-time":[245],"preparation.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-26T13:28:51.108037","created_date":"2022-04-03T00:00:00"}
