{"id":"https://openalex.org/W4385585345","doi":"https://doi.org/10.1145/3587135.3592201","title":"Visual exploration of CO2 emissions in Chinese cities","display_name":"Visual exploration of CO2 emissions in Chinese cities","publication_year":2023,"publication_date":"2023-05-09","ids":{"openalex":"https://openalex.org/W4385585345","doi":"https://doi.org/10.1145/3587135.3592201"},"language":"en","primary_location":{"id":"doi:10.1145/3587135.3592201","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587135.3592201","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592201","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592201","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043980471","display_name":"Dongliang Ma","orcid":"https://orcid.org/0000-0002-6137-3180"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongliang Ma","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-6137-3180","affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010697935","display_name":"Song Wang","orcid":"https://orcid.org/0000-0002-7047-8726"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Wang","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-7047-8726","affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100706866","display_name":"Shijie Chen","orcid":"https://orcid.org/0000-0002-8387-9174"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Chen","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-8387-9174","affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057387149","display_name":"Yipan Liu","orcid":"https://orcid.org/0000-0001-9191-5967"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yipan Liu","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0001-9191-5967","affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114514486","display_name":"Yanru Wang","orcid":"https://orcid.org/0009-0000-7982-4683"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanru Wang","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, Sichuan, China"],"raw_orcid":"https://orcid.org/0009-0000-7982-4683","affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026092302","display_name":"Yadong Wu","orcid":"https://orcid.org/0000-0003-0919-9151"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yadong Wu","raw_affiliation_strings":["Sichuan University of Science and Engineering, Yibin, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0003-0919-9151","affiliations":[{"raw_affiliation_string":"Sichuan University of Science and Engineering, Yibin, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10462941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9463000297546387,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9416999816894531,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/socioeconomic-status","display_name":"Socioeconomic status","score":0.5148252844810486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4915982186794281},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4376925230026245},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.4293515682220459},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4258952736854553},{"id":"https://openalex.org/keywords/driving-factors","display_name":"Driving factors","score":0.4247356355190277},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3406689763069153},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3230212926864624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2878493368625641},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.27859362959861755},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2606716752052307},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.22089803218841553},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.18243664503097534},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1400139331817627}],"concepts":[{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.5148252844810486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4915982186794281},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4376925230026245},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.4293515682220459},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4258952736854553},{"id":"https://openalex.org/C2780083587","wikidata":"https://www.wikidata.org/wiki/Q5308081","display_name":"Driving factors","level":3,"score":0.4247356355190277},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3406689763069153},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3230212926864624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2878493368625641},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.27859362959861755},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2606716752052307},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.22089803218841553},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.18243664503097534},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1400139331817627},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3587135.3592201","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587135.3592201","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592201","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3587135.3592201","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587135.3592201","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592201","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3524967653","display_name":null,"funder_award_id":"2022NSFSC0961","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G535778625","display_name":null,"funder_award_id":"19zx7144","funder_id":"https://openalex.org/F4320322559","funder_display_name":"Southwest University of Science and Technology"},{"id":"https://openalex.org/G758524126","display_name":null,"funder_award_id":"No. 2022NSFSC0961","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320322559","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474"},{"id":"https://openalex.org/F4320323711","display_name":"Southwest University","ror":"https://ror.org/01kj4z117"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385585345.pdf","grobid_xml":"https://content.openalex.org/works/W4385585345.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1948184167","https://openalex.org/W1961759199","https://openalex.org/W1965430195","https://openalex.org/W1997128484","https://openalex.org/W2009873333","https://openalex.org/W2033324616","https://openalex.org/W2045066934","https://openalex.org/W2052611179","https://openalex.org/W2078830435","https://openalex.org/W2293090253","https://openalex.org/W2306160956","https://openalex.org/W2466189047","https://openalex.org/W2516229882","https://openalex.org/W2538065311","https://openalex.org/W2590491435","https://openalex.org/W2747207142","https://openalex.org/W2766542879","https://openalex.org/W2791151210","https://openalex.org/W2808210923","https://openalex.org/W2904087100","https://openalex.org/W2952568980","https://openalex.org/W2969522460","https://openalex.org/W3013929738","https://openalex.org/W3021173937","https://openalex.org/W3083760974","https://openalex.org/W3106752260","https://openalex.org/W3196752174","https://openalex.org/W4292042030","https://openalex.org/W4313219494","https://openalex.org/W6643473431"],"related_works":["https://openalex.org/W4294536920","https://openalex.org/W3148130686","https://openalex.org/W2037749514","https://openalex.org/W2411338097","https://openalex.org/W2375836089","https://openalex.org/W4388832383","https://openalex.org/W2504367709","https://openalex.org/W2015666588","https://openalex.org/W2043566625","https://openalex.org/W2882344788"],"abstract_inverted_index":{"As":[0],"the":[1,11,30,45,53,56,66,74,116,125,131,136,139,141,148,170,177],"primary":[2],"source":[3],"of":[4,32,52,55,69,90,138,172,179],"carbon":[5],"dioxide":[6],"(CO2)":[7],"emissions,":[8,42],"cities":[9,85,192],"are":[10,86],"key":[12],"to":[13,64,100,122,134,146,168],"solving":[14],"climate":[15],"change.":[16],"Prior":[17],"works":[18],"focus":[19],"on":[20,115],"CO2":[21,25,34,41,77,151,173],"emission":[22,26,35,78,152],"drivers":[23,36,70],"and":[24,43,81,155,193,198],"city":[27,79,153],"clusters.":[28],"However,":[29],"methods":[31],"mining":[33],"include":[37],"narrow":[38],"factors":[39],"affecting":[40],"ignore":[44],"interactions":[46],"among":[47,84,159],"these":[48],"factors.":[49],"The":[50,88],"intelligibility":[51,137],"results":[54],"Geographical":[57],"Weighted":[58],"Regression":[59],"(GWR)":[60],"that":[61,98],"is":[62,71,94,120,128,144,166],"used":[63,121],"analyze":[65,147],"spatial":[67],"heterogeneity":[68],"poor.":[72],"Moreover,":[73],"relations":[75,149],"between":[76,150],"clusters":[80,154],"economic":[82,156],"ties":[83],"ignored.":[87],"lack":[89],"visual":[91,163],"analysis":[92,108],"tools":[93],"also":[95],"a":[96,106,111,162],"problem":[97],"needs":[99],"be":[101],"fixed.":[102],"Hence":[103],"we":[104],"develop":[105],"novel":[107,112],"framework.":[109],"Thereinto,":[110],"method":[113],"based":[114],"stepwise":[117],"regression":[118],"(SR)":[119],"mine":[123],"drivers;":[124],"biclustering":[126],"algorithm":[127],"introduced":[129],"into":[130],"traditional":[132],"GWR":[133],"improve":[135],"GWR;":[140],"gravity-entropy":[142],"model":[143],"adopted":[145],"correlation":[157],"strength":[158],"cities.":[160],"Furthermore,":[161],"analytics":[164],"system":[165],"implemented":[167],"explore":[169],"situation":[171],"emissions.":[174],"We":[175],"demonstrate":[176],"effectiveness":[178],"our":[180],"approach":[181],"through":[182],"case":[183],"studies":[184],"conducted":[185],"with":[186],"socioeconomic":[187],"data":[188],"from":[189,196],"169":[190],"Chinese":[191],"positive":[194],"feedback":[195],"experts":[197],"volunteers.":[199]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}