{"id":"https://openalex.org/W2783239361","doi":"https://doi.org/10.1051/itmconf/20181602001","title":"Analysis of Relationship Between Personality and Favorite Places with Poisson Regression Analysis","display_name":"Analysis of Relationship Between Personality and Favorite Places with Poisson Regression Analysis","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2783239361","doi":"https://doi.org/10.1051/itmconf/20181602001","mag":"2783239361"},"language":"en","primary_location":{"id":"doi:10.1051/itmconf/20181602001","doi":"https://doi.org/10.1051/itmconf/20181602001","is_oa":true,"landing_page_url":"https://doi.org/10.1051/itmconf/20181602001","pdf_url":"https://www.itm-conferences.org/articles/itmconf/pdf/2018/01/itmconf_amcse2018_02001.pdf","source":{"id":"https://openalex.org/S4210171711","display_name":"ITM Web of Conferences","issn_l":"2271-2097","issn":["2271-2097","2431-7578"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITM Web of Conferences","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.itm-conferences.org/articles/itmconf/pdf/2018/01/itmconf_amcse2018_02001.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022258323","display_name":"Ha Yoon Song","orcid":"https://orcid.org/0000-0002-4934-5072","observed_orcids":["https://orcid.org/0000-0002-4934-5072"]},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ha Yoon Song","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005587481","display_name":"Hwa Baek Kang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hwa Baek Kang","raw_affiliation_strings":["Department of Computer Engineering, Hongik University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University, Seoul, Korea","institution_ids":["https://openalex.org/I94588446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I94588446"],"apc_list":null,"apc_paid":null,"fwci":3.114,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90943975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"16","issue":null,"first_page":"02001","last_page":"02001"},"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":0.9976000189781189,"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":0.9976000189781189,"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":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12325","display_name":"Urban Design and Spatial Analysis","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personality","display_name":"personality","score":0.9670000076293945},{"id":"https://openalex.org/keywords/favorite-places","display_name":"favorite places","score":0.871999979019165},{"id":"https://openalex.org/keywords/human-mobility","display_name":"human mobility","score":0.8080000281333923},{"id":"https://openalex.org/keywords/place-preference","display_name":"place preference","score":0.5059999823570251},{"id":"https://openalex.org/keywords/conscientiousness","display_name":"conscientiousness","score":0.703000009059906},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"openness to experience","score":0.8709999918937683},{"id":"https://openalex.org/keywords/visitation-rate","display_name":"visitation rate","score":0.5619999766349792},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.6150000095367432}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7156724333763123},{"id":"https://openalex.org/C172141706","wikidata":"https://www.wikidata.org/wiki/Q1307067","display_name":"Conscientiousness","level":5,"score":0.704645037651062},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.6909318566322327},{"id":"https://openalex.org/C73269764","wikidata":"https://www.wikidata.org/wiki/Q954529","display_name":"Poisson regression","level":3,"score":0.6395575404167175},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.6272129416465759},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5605925917625427},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4818521738052368},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4595358371734619},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.45488691329956055},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.4490078091621399},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.4177086651325226},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.38863638043403625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35487136244773865},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.11676344275474548},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.10662278532981873},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.09072321653366089},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0813133716583252}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1051/itmconf/20181602001","doi":"https://doi.org/10.1051/itmconf/20181602001","is_oa":true,"landing_page_url":"https://doi.org/10.1051/itmconf/20181602001","pdf_url":"https://www.itm-conferences.org/articles/itmconf/pdf/2018/01/itmconf_amcse2018_02001.pdf","source":{"id":"https://openalex.org/S4210171711","display_name":"ITM Web of Conferences","issn_l":"2271-2097","issn":["2271-2097","2431-7578"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITM Web of Conferences","raw_type":"journal-article"},{"id":"pmh:oai:edpsciences.org:dkey/10.1051/itmconf/20181602001","doi":null,"is_oa":false,"landing_page_url":"https://www.itm-conferences.org/10.1051/itmconf/20181602001/pdf","pdf_url":"https://www.itm-conferences.org/10.1051/itmconf/20181602001/pdf","source":{"id":"https://openalex.org/S4306400744","display_name":"Springer Link (Chiba Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I8488066","host_organization_name":"Chiba Institute of Technology","host_organization_lineage":["https://openalex.org/I8488066"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1051/itmconf/20181602001","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:6ca3eb22491e449fbbe74881f16a3d7b","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/6ca3eb22491e449fbbe74881f16a3d7b","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,"listed_in":[],"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":"ITM Web of Conferences, Vol 16, p 02001 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1051/itmconf/20181602001","doi":"https://doi.org/10.1051/itmconf/20181602001","is_oa":true,"landing_page_url":"https://doi.org/10.1051/itmconf/20181602001","pdf_url":"https://www.itm-conferences.org/articles/itmconf/pdf/2018/01/itmconf_amcse2018_02001.pdf","source":{"id":"https://openalex.org/S4210171711","display_name":"ITM Web of Conferences","issn_l":"2271-2097","issn":["2271-2097","2431-7578"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITM Web of Conferences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[{"id":"https://openalex.org/G463019242","display_name":null,"funder_award_id":"NRF-2016K1A3A7A08952097","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2783239361.pdf","grobid_xml":"https://content.openalex.org/works/W2783239361.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W1966732563","https://openalex.org/W2062406953","https://openalex.org/W2123158595","https://openalex.org/W2255570075","https://openalex.org/W2593713858"],"related_works":["https://openalex.org/W2784626112","https://openalex.org/W2591725041","https://openalex.org/W2255570075","https://openalex.org/W3176455526","https://openalex.org/W3085398489","https://openalex.org/W2073792691","https://openalex.org/W2974521274","https://openalex.org/W1999289652","https://openalex.org/W3173501199","https://openalex.org/W2305194625"],"abstract_inverted_index":{"A":[0],"relationship":[1,23],"between":[2,24,37],"human":[3,14],"personality":[4,25,51,84,111],"and":[5,26,41,53,72,86,115],"preferred":[6],"locations":[7],"have":[8],"been":[9],"a":[10],"long":[11],"conjecture":[12],"for":[13],"mobility":[15],"research.":[16],"In":[17],"this":[18,45,127],"paper,":[19],"we":[20],"analyzed":[21],"the":[22,78],"visiting":[27,106],"place":[28],"with":[29,101,112],"Poisson":[30,32],"Regression.":[31],"Regression":[33],"can":[34],"analyze":[35],"correlation":[36],"countable":[38],"dependent":[39,87],"variable":[40],"independent":[42,81],"variable.":[43],"For":[44,77,98],"analysis,":[46,80],"33":[47],"volunteers":[48],"provided":[49],"their":[50],"data":[52,57,62,74,85],"49":[54],"location":[55,61,91,122],"categories":[56,123],"are":[58,83,89,96,124],"used.":[59],"Raw":[60],"is":[63,75],"preprocessed":[64,90],"to":[65,107],"be":[66],"normalized":[67],"into":[68],"rates":[69],"of":[70,104],"visit":[71],"outlier":[73],"prunned.":[76],"regression":[79],"variables":[82,88],"data.":[92],"Several":[93],"meaningful":[94,121],"results":[95],"found.":[97],"example,":[99],"persons":[100],"high":[102,113],"tendency":[103],"frequent":[105],"university":[108],"laboratory":[109],"has":[110],"conscientiousness":[114],"low":[116],"openness.":[117],"As":[118],"well,":[119],"other":[120],"presented":[125],"in":[126],"paper.":[128]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2018-01-26T00:00:00"}