{"id":"https://openalex.org/W3204646272","doi":"https://doi.org/10.1587/transinf.2020edp7258","title":"Discovering Multiple Clusters of Sightseeing Spots to Improve Tourist Satisfaction Using Network Motifs","display_name":"Discovering Multiple Clusters of Sightseeing Spots to Improve Tourist Satisfaction Using Network Motifs","publication_year":2021,"publication_date":"2021-09-30","ids":{"openalex":"https://openalex.org/W3204646272","doi":"https://doi.org/10.1587/transinf.2020edp7258","mag":"3204646272"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2020edp7258","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edp7258","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E104.D/10/E104.D_2020EDP7258/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E104.D/10/E104.D_2020EDP7258/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011058240","display_name":"Tengfei Shao","orcid":"https://orcid.org/0000-0003-3089-5696"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tengfei SHAO","raw_affiliation_strings":["Graduate School of Creative Science and Engineering, Waseda University"],"affiliations":[{"raw_affiliation_string":"Graduate School of Creative Science and Engineering, Waseda University","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005421825","display_name":"Yuya Ieiri","orcid":"https://orcid.org/0000-0001-7112-5036"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuya IEIRI","raw_affiliation_strings":["Graduate School of Creative Science and Engineering, Waseda University"],"affiliations":[{"raw_affiliation_string":"Graduate School of Creative Science and Engineering, Waseda University","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016330357","display_name":"Reiko Hishiyama","orcid":"https://orcid.org/0000-0001-9984-2790"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Reiko HISHIYAMA","raw_affiliation_strings":["Graduate School of Creative Science and Engineering, Waseda University"],"affiliations":[{"raw_affiliation_string":"Graduate School of Creative Science and Engineering, Waseda University","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011058240"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":1.8823,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89110332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"E104.D","issue":"10","first_page":"1640","last_page":"1650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9674999713897705,"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":0.9674999713897705,"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"}},{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9329000115394592,"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"}},{"id":"https://openalex.org/T12399","display_name":"Wine Industry and Tourism","score":0.9194999933242798,"subfield":{"id":"https://openalex.org/subfields/1409","display_name":"Tourism, Leisure and Hospitality Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.9192860722541809},{"id":"https://openalex.org/keywords/tourist-destinations","display_name":"Tourist destinations","score":0.5148905515670776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4633171558380127},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.45881280303001404},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.4235772490501404},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.41787219047546387},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.41129884123802185},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2561227083206177}],"concepts":[{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.9192860722541809},{"id":"https://openalex.org/C2992285014","wikidata":"https://www.wikidata.org/wiki/Q570116","display_name":"Tourist destinations","level":4,"score":0.5148905515670776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4633171558380127},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.45881280303001404},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.4235772490501404},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.41787219047546387},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.41129884123802185},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2561227083206177},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2020edp7258","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edp7258","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E104.D/10/E104.D_2020EDP7258/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2020edp7258","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edp7258","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E104.D/10/E104.D_2020EDP7258/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1069223013","display_name":null,"funder_award_id":"JSPS KAKENHI","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2811592371","display_name":null,"funder_award_id":"20K03282","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3459562248","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4227499671","display_name":null,"funder_award_id":"KAKENHI Grant","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4636223006","display_name":null,"funder_award_id":"JSPS KAK","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G5786340949","display_name":null,"funder_award_id":"KAKENHI Grant Number","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8430481527","display_name":null,"funder_award_id":"Number","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3204646272.pdf","grobid_xml":"https://content.openalex.org/works/W3204646272.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W165283731","https://openalex.org/W1983838128","https://openalex.org/W2000665223","https://openalex.org/W2020609219","https://openalex.org/W2040263312","https://openalex.org/W2054804828","https://openalex.org/W2089458547","https://openalex.org/W2095293504","https://openalex.org/W2095920311","https://openalex.org/W2109726592","https://openalex.org/W2112262143","https://openalex.org/W2112315713","https://openalex.org/W2132947039","https://openalex.org/W2153624566","https://openalex.org/W2161917555","https://openalex.org/W2226734577","https://openalex.org/W2327975117","https://openalex.org/W2589028284","https://openalex.org/W2623266348","https://openalex.org/W2772916669","https://openalex.org/W2781060425","https://openalex.org/W2910045722","https://openalex.org/W2992059848","https://openalex.org/W3146247250"],"related_works":["https://openalex.org/W2382299279","https://openalex.org/W2308429256","https://openalex.org/W2895885909","https://openalex.org/W1712669278","https://openalex.org/W4327501038","https://openalex.org/W747971954","https://openalex.org/W2530413963","https://openalex.org/W3087436147","https://openalex.org/W1538065321","https://openalex.org/W1604685102"],"abstract_inverted_index":{"Tourist":[0],"satisfaction":[1,47,61,76],"plays":[2],"a":[3,49,110],"very":[4],"important":[5,25],"role":[6],"in":[7,20,52,62,126],"the":[8,15,35,75,120,131],"development":[9,16],"of":[10,17,69,77,86,113,149],"local":[11,21,63],"community":[12],"tourism.":[13],"For":[14],"tourist":[18,31,46,54,60,158],"destinations":[19],"communities,":[22,64],"it":[23],"is":[24,48],"to":[26,37,58,135,156],"measure,":[27],"maintain,":[28],"and":[29,72,115],"improve":[30,59,157],"destination":[32,55],"royalties":[33],"over":[34],"medium":[36],"long":[38],"term.":[39],"It":[40],"has":[41],"been":[42],"proven":[43],"that":[44,74,152],"improving":[45,53],"major":[50],"factor":[51],"royalties.":[56],"Therefore,":[57],"we":[65,98,129,144],"identified":[66],"multiple":[67,147],"clusters":[68,85,148],"sightseeing":[70,87,105,116,137,150],"spots":[71,117,151],"determined":[73],"tourists":[78,114],"can":[79,92],"be":[80,93,154],"increased":[81],"based":[82,118],"on":[83,104,119],"these":[84],"spots.":[88,106],"Our":[89],"discovery":[90],"flow":[91],"summarized":[94],"as":[95],"follows.":[96],"First,":[97],"extracted":[99],"tourism":[100,133],"keywords":[101,134],"from":[102,123],"guidebooks":[103],"We":[107],"then":[108],"constructed":[109],"complex":[111],"network":[112,142],"data":[121],"collected":[122],"experiments":[124],"conducted":[125],"Kyoto.":[127],"Next,":[128],"added":[130],"corresponding":[132],"each":[136],"spot.":[138],"Finally,":[139],"by":[140],"analyzing":[141],"motifs,":[143],"successfully":[145],"discovered":[146],"could":[153],"used":[155],"satisfaction.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}