{"id":"https://openalex.org/W4285253147","doi":"https://doi.org/10.1109/access.2022.3182497","title":"A Graph Neural Network-Based Map Tiles Extraction Method Considering POIs Priority Visualization on Web Map Zoom Dimension","display_name":"A Graph Neural Network-Based Map Tiles Extraction Method Considering POIs Priority Visualization on Web Map Zoom Dimension","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285253147","doi":"https://doi.org/10.1109/access.2022.3182497"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3182497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3182497","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09794711.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09794711.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060445180","display_name":"Huaze Xie","orcid":"https://orcid.org/0000-0002-3249-5752"},"institutions":[{"id":"https://openalex.org/I168356945","display_name":"Kyoto Sangyo University","ror":"https://ror.org/05t70xh16","country_code":"JP","type":"education","lineage":["https://openalex.org/I168356945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Huaze Xie","raw_affiliation_strings":["Division of Frontier Informatics, Kyoto Sangyo University, Kyoto, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3249-5752","affiliations":[{"raw_affiliation_string":"Division of Frontier Informatics, Kyoto Sangyo University, Kyoto, Japan","institution_ids":["https://openalex.org/I168356945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384528","display_name":"Da Li","orcid":"https://orcid.org/0000-0001-8559-9072"},"institutions":[{"id":"https://openalex.org/I31784960","display_name":"Fukuoka University","ror":"https://ror.org/04nt8b154","country_code":"JP","type":"education","lineage":["https://openalex.org/I31784960"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Da Li","raw_affiliation_strings":["Faculty of Engineering, Fukuoka University, Fukuoka, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8559-9072","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Fukuoka University, Fukuoka, Japan","institution_ids":["https://openalex.org/I31784960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423130","display_name":"Yuanyuan Wang","orcid":"https://orcid.org/0000-0001-8181-3465"},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuanyuan Wang","raw_affiliation_strings":["Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Ube, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8181-3465","affiliations":[{"raw_affiliation_string":"Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Ube, Japan","institution_ids":["https://openalex.org/I173915773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055074100","display_name":"Yukiko Kawai","orcid":"https://orcid.org/0000-0003-2627-6673"},"institutions":[{"id":"https://openalex.org/I168356945","display_name":"Kyoto Sangyo University","ror":"https://ror.org/05t70xh16","country_code":"JP","type":"education","lineage":["https://openalex.org/I168356945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yukiko Kawai","raw_affiliation_strings":["Division of Frontier Informatics, Kyoto Sangyo University, Kyoto, Japan"],"raw_orcid":"https://orcid.org/0000-0003-2627-6673","affiliations":[{"raw_affiliation_string":"Division of Frontier Informatics, Kyoto Sangyo University, Kyoto, Japan","institution_ids":["https://openalex.org/I168356945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.5233,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92724875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"64072","last_page":"64084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"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":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/zoom","display_name":"Zoom","score":0.888948917388916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.820730447769165},{"id":"https://openalex.org/keywords/geolocation","display_name":"Geolocation","score":0.7917740345001221},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.6146770715713501},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6068004369735718},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44928810000419617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43950819969177246},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4317638874053955},{"id":"https://openalex.org/keywords/3d-city-models","display_name":"3D city models","score":0.4250168800354004},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4189123511314392},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4124767780303955},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2823847532272339},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.08838623762130737}],"concepts":[{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.888948917388916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.820730447769165},{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.7917740345001221},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.6146770715713501},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6068004369735718},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44928810000419617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43950819969177246},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4317638874053955},{"id":"https://openalex.org/C2778597888","wikidata":"https://www.wikidata.org/wiki/Q172169","display_name":"3D city models","level":3,"score":0.4250168800354004},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4189123511314392},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4124767780303955},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2823847532272339},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.08838623762130737},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3182497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3182497","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09794711.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:90eecd78d768492499049e9b233d7eea","is_oa":false,"landing_page_url":"https://doaj.org/article/90eecd78d768492499049e9b233d7eea","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":"IEEE Access, Vol 10, Pp 64072-64084 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3182497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3182497","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09794711.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7799999713897705,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1020329223","display_name":"Latent interest analysis and information recommender system based on PLR to establish Society 5.0","funder_award_id":"20H04293","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G1648728388","display_name":"Real Space Moving Environments based on Social Geo-Data","funder_award_id":"19H04118","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2101619015","display_name":"Next Generation Tourism Construction based on Spatio-Temporal Behavior Analysis in Real Space and Cyberspace","funder_award_id":"21K17862","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4161265643","display_name":"A supporting mechanism to reduce guilt emotion for addiction behaviour based on the avoidance of harmful environmental factors","funder_award_id":"22K19837","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G5057850187","display_name":null,"funder_award_id":"JP22H03700","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7299757773","display_name":"User-Attracted Low-Delay MaaS Infrastructure for Solving Social Problems in Society 5.0","funder_award_id":"20H00584","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G97755524","display_name":"A study of route recommendation for longtail users based on features of urban and crowd","funder_award_id":"19K12240","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320323314","display_name":"Fukuoka University","ror":"https://ror.org/04nt8b154"},{"id":"https://openalex.org/F4320323533","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320335839","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285253147.pdf","grobid_xml":"https://content.openalex.org/works/W4285253147.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2035949918","https://openalex.org/W2047419226","https://openalex.org/W2122806233","https://openalex.org/W2127916775","https://openalex.org/W2139810027","https://openalex.org/W2144758644","https://openalex.org/W2162876420","https://openalex.org/W2444485119","https://openalex.org/W2549606280","https://openalex.org/W2725815751","https://openalex.org/W2768108767","https://openalex.org/W2799094075","https://openalex.org/W2807855639","https://openalex.org/W2896464942","https://openalex.org/W2902840110","https://openalex.org/W2920964209","https://openalex.org/W2945193020","https://openalex.org/W3001859009","https://openalex.org/W3004908544","https://openalex.org/W3012562343","https://openalex.org/W3034326350","https://openalex.org/W3034681945","https://openalex.org/W3034966773","https://openalex.org/W3035308866","https://openalex.org/W3072767238","https://openalex.org/W3080637781","https://openalex.org/W3093261329","https://openalex.org/W3093741743","https://openalex.org/W3103248659","https://openalex.org/W3142358935","https://openalex.org/W3176279440","https://openalex.org/W3188497560","https://openalex.org/W3208550520","https://openalex.org/W4210535928","https://openalex.org/W4226345473","https://openalex.org/W6685493807"],"related_works":["https://openalex.org/W2163194970","https://openalex.org/W3105229732","https://openalex.org/W2799094075","https://openalex.org/W2892370851","https://openalex.org/W2187946387","https://openalex.org/W2052024186","https://openalex.org/W2939141610","https://openalex.org/W201739634","https://openalex.org/W3175352000","https://openalex.org/W4214668979"],"abstract_inverted_index":{"Owing":[0],"to":[1,26,86],"the":[2,28,44,47,52,96,106,116,132,135,147,155],"tremendous":[3],"popularity":[4],"of":[5,11,31,46,51,99,134,154],"mobile":[6],"networks,":[7],"point-of-interest":[8],"(POI)":[9],"data":[10],"location-based":[12],"social":[13],"networks":[14],"(LSBN)":[15],"provide":[16],"significant":[17],"geographic":[18,100],"information":[19],"on":[20,63,138,166],"maps":[21,144],"and":[22,67,94,114,142],"can":[23],"be":[24],"utilized":[25,85],"discuss":[27],"dynamic":[29,48],"characteristics":[30],"map":[32,53,73,123,169],"tiles":[33,170],"as":[34],"segmented":[35],"by":[36,43,145],"city":[37],"roads.":[38],"In":[39,105],"this":[40],"study,":[41],"motivated":[42],"problem":[45],"characteristic":[49],"analysis":[50],"tile,":[54],"we":[55,108],"propose":[56],"a":[57,64,78],"spatial-zoom":[58],"graph-attention":[59],"model":[60],"(SZ-GAT)":[61],"based":[62],"global-attention":[65],"mechanism":[66],"5-category":[68],"POI":[69,88,110,119,136],"attributes":[70],"for":[71,162],"each":[72,122,163],"tile":[74],"zoom":[75,92,103,164],"dimension.":[76],"Furthermore,":[77],"social-media":[79],"dataset":[80],"(Twitter":[81],"with":[82,126],"geolocation)":[83],"is":[84,158],"promote":[87],"visualization":[89],"at":[90,121],"different":[91],"levels":[93],"improve":[95],"aggregation":[97],"efficiency":[98],"records":[101],"in":[102,171],"dimensions.":[104],"experiments,":[107],"extract":[109],"geo-features":[111],"from":[112],"Twitter":[113],"display":[115],"user’s":[117],"favorite":[118],"features":[120],"zooming":[124],"level":[125,165],"5-dimensional":[127],"tweet":[128],"attributes.":[129],"We":[130],"evaluate":[131],"accuracy":[133],"prediction":[137],"Google,":[139],"OpenStreetMap,":[140],"Bing,":[141],"Yahoo!":[143],"comparing":[146],"tweets’":[148],"visit":[149],"history.":[150],"The":[151],"predictive":[152],"performance":[153],"proposed":[156],"method":[157],"more":[159],"than":[160],"86%":[161],"60":[167],"randomly-selected":[168],"Kyoto":[172],"City.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}