{"id":"https://openalex.org/W2974521274","doi":"https://doi.org/10.15439/2019f318","title":"Analysis of Relationship between Personal Factors and Visiting Places using Random Forest Technique","display_name":"Analysis of Relationship between Personal Factors and Visiting Places using Random Forest Technique","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2974521274","doi":"https://doi.org/10.15439/2019f318","mag":"2974521274"},"language":"en","primary_location":{"id":"doi:10.15439/2019f318","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f318","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/318.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2019/drp/pdf/318.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088750982","display_name":"Young Myung Kim","orcid":null},"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":true,"raw_author_name":"Young Myung Kim","raw_affiliation_strings":["Department of Computer Engineering, Hongik University Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022258323","display_name":"Ha Yoon Song","orcid":"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, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hongik University Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088750982"],"corresponding_institution_ids":["https://openalex.org/I94588446"],"apc_list":null,"apc_paid":null,"fwci":1.7946,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.86545961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"18","issue":null,"first_page":"725","last_page":"732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/hobby","display_name":"Hobby","score":0.9356564283370972},{"id":"https://openalex.org/keywords/personality-psychology","display_name":"Personality psychology","score":0.7537643313407898},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7076172232627869},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.44201356172561646},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4376836121082306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3850148916244507},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3729709982872009},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3544444143772125},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3275357484817505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27235156297683716},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2533007264137268},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11590820550918579},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10322120785713196}],"concepts":[{"id":"https://openalex.org/C2780831121","wikidata":"https://www.wikidata.org/wiki/Q47728","display_name":"Hobby","level":2,"score":0.9356564283370972},{"id":"https://openalex.org/C25908422","wikidata":"https://www.wikidata.org/wiki/Q271716","display_name":"Personality psychology","level":3,"score":0.7537643313407898},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7076172232627869},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.44201356172561646},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4376836121082306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3850148916244507},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3729709982872009},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3544444143772125},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3275357484817505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27235156297683716},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2533007264137268},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11590820550918579},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10322120785713196},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2019f318","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f318","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/318.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:131e70e10b32479681bf22112ae59ddd","is_oa":true,"landing_page_url":"https://doaj.org/article/131e70e10b32479681bf22112ae59ddd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 18, Pp 725-732 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2019f318","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f318","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/318.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2974521274.pdf","grobid_xml":"https://content.openalex.org/works/W2974521274.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W293491225","https://openalex.org/W1492751434","https://openalex.org/W1599871777","https://openalex.org/W1641003075","https://openalex.org/W1999289652","https://openalex.org/W2004632618","https://openalex.org/W2009505424","https://openalex.org/W2024748573","https://openalex.org/W2040500293","https://openalex.org/W2216946510","https://openalex.org/W2783239361","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W634219337","https://openalex.org/W1969139659","https://openalex.org/W4229509928","https://openalex.org/W3160496979","https://openalex.org/W2376919570","https://openalex.org/W2014126107","https://openalex.org/W2001624547","https://openalex.org/W1580442894","https://openalex.org/W2966865201"],"abstract_inverted_index":{"There":[0],"has":[1],"been":[2,89],"research":[3],"regarding":[4],"relationship":[5,98],"between":[6,99],"human":[7],"personalities":[8],"and":[9,28,30,76,102],"visiting":[10,44,66,103],"places":[11,67],"using":[12],"Big":[13],"Five":[14],"Factor":[15],"(BFF).":[16],"However,":[17],"other":[18],"factors":[19,38,55,101],"such":[20],"as":[21,35,56,58],"Social":[22],"media":[23],"usage,":[24],"Hobby,":[25],"Gender,":[26],"Age,":[27],"Religion":[29],"so":[31],"on":[32],"are":[33],"regarded":[34],"also":[36],"major":[37],"which":[39],"effects":[40],"the":[41,97],"choice":[42],"of":[43,46,85,108],"place":[45],"a":[47,71],"person.":[48],"Using":[49],"questionnaire":[50],"designed":[51],"by":[52,70],"authors,":[53],"these":[54,100],"well":[57],"BFF":[59],"were":[60,68],"prepared":[61],"for":[62,91],"this":[63],"research.":[64],"The":[65],"collected":[69,90],"smartphone":[72],"app":[73],"called":[74],"SWARM":[75],"classified":[77],"in":[78],"10":[79],"categories.":[80],"In":[81],"sum,":[82],"personal":[83],"data":[84],"34":[86],"participants":[87],"had":[88],"several":[92],"months.":[93],"To":[94],"figure":[95],"out":[96],"places,":[104],"random":[105],"forest":[106],"technique":[107],"ensemble":[109],"method":[110],"was":[111],"used.":[112]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}