{"id":"https://openalex.org/W4407130034","doi":"https://doi.org/10.1109/imcom64595.2025.10857564","title":"A Predicting Method for Distributed Litter on the Street Based on Public Environmental Information","display_name":"A Predicting Method for Distributed Litter on the Street Based on Public Environmental Information","publication_year":2025,"publication_date":"2025-01-03","ids":{"openalex":"https://openalex.org/W4407130034","doi":"https://doi.org/10.1109/imcom64595.2025.10857564"},"language":"en","primary_location":{"id":"doi:10.1109/imcom64595.2025.10857564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom64595.2025.10857564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092474007","display_name":"Hikaru Hagura","orcid":"https://orcid.org/0009-0008-3377-7787"},"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":true,"raw_author_name":"Hikaru Hagura","raw_affiliation_strings":["Kyoto Sangyo University,Kyoto,Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto Sangyo University,Kyoto,Japan","institution_ids":["https://openalex.org/I168356945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025149375","display_name":"Tomoki Yoshihisa","orcid":"https://orcid.org/0000-0001-8746-872X"},"institutions":[{"id":"https://openalex.org/I171494771","display_name":"Shiga University","ror":"https://ror.org/01vvhy971","country_code":"JP","type":"education","lineage":["https://openalex.org/I171494771"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoki Yoshihisa","raw_affiliation_strings":["Shiga University,Shiga,Japan"],"affiliations":[{"raw_affiliation_string":"Shiga University,Shiga,Japan","institution_ids":["https://openalex.org/I171494771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012949267","display_name":"Shinji Shimojo","orcid":"https://orcid.org/0000-0003-2348-7408"},"institutions":[{"id":"https://openalex.org/I42144348","display_name":"Aomori University","ror":"https://ror.org/040qhpb54","country_code":"JP","type":"education","lineage":["https://openalex.org/I42144348"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shinji Shimojo","raw_affiliation_strings":["Aomori University,Aomori,Japan"],"affiliations":[{"raw_affiliation_string":"Aomori University,Aomori,Japan","institution_ids":["https://openalex.org/I42144348"]}]},{"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":["Kyoto Sangyo University,Kyoto,Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto Sangyo University,Kyoto,Japan","institution_ids":["https://openalex.org/I168356945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092474007"],"corresponding_institution_ids":["https://openalex.org/I168356945"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02169297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.08060000091791153,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.08060000091791153,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.06840000301599503,"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"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.06520000100135803,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.573077917098999},{"id":"https://openalex.org/keywords/litter","display_name":"Litter","score":0.5509428977966309},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.40017327666282654},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13594084978103638},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.09425592422485352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.573077917098999},{"id":"https://openalex.org/C2779429622","wikidata":"https://www.wikidata.org/wiki/Q1780867","display_name":"Litter","level":2,"score":0.5509428977966309},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40017327666282654},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13594084978103638},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.09425592422485352}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/imcom64595.2025.10857564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom64595.2025.10857564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1997076221","https://openalex.org/W2520276804","https://openalex.org/W3165222420","https://openalex.org/W4312591951","https://openalex.org/W4377078820","https://openalex.org/W4384377256","https://openalex.org/W6642822028","https://openalex.org/W6660747165","https://openalex.org/W6764566187","https://openalex.org/W6843636188","https://openalex.org/W6865030570"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3020406861","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W3154959044","https://openalex.org/W4396701345","https://openalex.org/W2272444460"],"abstract_inverted_index":{"With":[0],"increased":[1],"environmental":[2,65,105],"protection":[3],"activities,":[4],"smartphone-enabled":[5],"cleaning":[6],"activities":[7],"to":[8,19,60,70,80,251,260,271],"deter":[9],"street":[10],"littering":[11],"are":[12,43],"gaining":[13],"attention.":[14],"We":[15],"proposed":[16,254],"a":[17,25,30,58,88,198],"method":[18,59,255],"analyze":[20],"litter-on-road":[21],"images":[22],"captured":[23],"by":[24,63,155,166],"smartphone":[26],"camera":[27],"mounted":[28],"on":[29,45,112,181,239],"bicycle":[31],"for":[32,51,170,210],"users":[33],"who":[34],"do":[35],"not":[36,226],"require":[37],"conscious":[38],"care":[39],"[1].":[40],"However,":[41],"there":[42],"limitations":[44],"the":[46,72,82,130,153,168,175,182,188,200,215,218,223,230,253,266,269,273,276],"area":[47,178],"and":[48,101,121,127,139,158,243,264],"time":[49],"available":[50],"surveys.":[52],"In":[53,91,164],"this":[54,92],"study,":[55],"we":[56,94,108,145,151,173,258],"propose":[57],"predict":[61],"litter":[62,85,113,195,277],"analyzing":[64],"information":[66,111,238,263,270],"that":[67,237],"is":[68],"considered":[69],"influence":[71],"generation":[73],"of":[74,84,99,177,190,268,275],"litter.":[75],"This":[76,185],"approach":[77],"enables":[78],"us":[79],"understand":[81],"trend":[83],"distribution":[86,278],"over":[87],"wide":[89],"area.":[90],"paper,":[93],"use":[95],"open":[96],"data":[97,103,160],"consisting":[98],"points":[100],"lines":[102],"as":[104,124],"information.":[106],"Specifically,":[107],"first":[109],"collect":[110],"distribution,":[114],"crime":[115],"statistics,":[116],"commercial":[117],"facilities,":[118],"traffic":[119],"volume":[120],"population":[122,244],"density":[123,245],"training":[125],"data,":[126],"then":[128],"partition":[129],"region":[131],"into":[132,161],"Voronoi":[133,143],"segments.":[134],"By":[135],"distinguishing":[136],"between":[137],"sparse":[138],"dense":[140],"regions":[141],"using":[142],"partitioning,":[144],"can":[146],"reduce":[147],"computational":[148],"complexity.":[149],"Furthermore,":[150],"simplify":[152],"process":[154],"converting":[156],"point":[157],"line":[159],"polygon":[162],"data.":[163],"addition,":[165],"calculating":[167],"score":[169,183],"each":[171],"region,":[172],"mitigate":[174],"impact":[176],"size":[179],"differences":[180],"evaluation.":[184],"paper":[186],"examines":[187],"effectiveness":[189],"our":[191],"system":[192],"in":[193,249],"predicting":[194],"distribution.":[196],"As":[197],"result,":[199],"two":[201],"classifications":[202],"showed":[203],"good":[204],"results":[205],"with":[206],"AUCs":[207],"exceeding":[208],"0.7":[209],"both":[211],"validation":[212],"patterns.":[213],"For":[214],"three":[216],"classifications,":[217],"AUC":[219],"exceeded":[220],"0.7,":[221],"but":[222],"F1":[224],"could":[225],"exceed":[227],"0.6.":[228],"Additionally,":[229],"Permutation":[231],"Feature":[232],"Importance":[233],"(PFI)":[234],"analysis":[235],"indicated":[236],"crime,":[240],"food":[241],"establishments,":[242],"was":[246],"crucial.":[247],"Therefore,":[248],"order":[250],"make":[252],"more":[256],"practical,":[257],"plan":[259],"add":[261],"new":[262],"investigate":[265],"importance":[267],"improve":[272],"accuracy":[274],"prediction.":[279]},"counts_by_year":[],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}
