{"id":"https://openalex.org/W4385847605","doi":"https://doi.org/10.1145/3582515.3609533","title":"Tackling Labour Exploitation in Taiwan Distant Water Fishing Industry through Automated Exploitation Detection System","display_name":"Tackling Labour Exploitation in Taiwan Distant Water Fishing Industry through Automated Exploitation Detection System","publication_year":2023,"publication_date":"2023-08-15","ids":{"openalex":"https://openalex.org/W4385847605","doi":"https://doi.org/10.1145/3582515.3609533"},"language":"en","primary_location":{"id":"doi:10.1145/3582515.3609533","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3582515.3609533","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3582515.3609533","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Conference on Information Technology for Social Good","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/10.1145/3582515.3609533","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033178901","display_name":"P. Karthikeyan","orcid":null},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Karthikeyan P","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112980942","display_name":"Yuan-Huai Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yuan-Huai Chang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030496795","display_name":"J. Qiu","orcid":"https://orcid.org/0009-0004-9041-529X"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Jun Qiu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066518928","display_name":"C. W. Chang","orcid":"https://orcid.org/0009-0007-7919-6622"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Chun Chang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050423310","display_name":"Pao\u2010Ann Hsiung","orcid":"https://orcid.org/0000-0002-3639-1467"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pao Ann Hsiung","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan","institution_ids":["https://openalex.org/I148099254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033178901"],"corresponding_institution_ids":["https://openalex.org/I148099254"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0967142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"182","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.949999988079071,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.949999988079071,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9430000185966492,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9376999735832214,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/fishing","display_name":"Fishing","score":0.7549266219139099},{"id":"https://openalex.org/keywords/fishing-industry","display_name":"Fishing industry","score":0.4888257384300232},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.40819060802459717},{"id":"https://openalex.org/keywords/natural-resource-economics","display_name":"Natural resource economics","score":0.3407902121543884},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3298983573913574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32180896401405334},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.31089091300964355},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12598448991775513}],"concepts":[{"id":"https://openalex.org/C514101110","wikidata":"https://www.wikidata.org/wiki/Q14373","display_name":"Fishing","level":2,"score":0.7549266219139099},{"id":"https://openalex.org/C508466165","wikidata":"https://www.wikidata.org/wiki/Q635139","display_name":"Fishing industry","level":3,"score":0.4888257384300232},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.40819060802459717},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.3407902121543884},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3298983573913574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32180896401405334},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.31089091300964355},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12598448991775513},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3582515.3609533","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3582515.3609533","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3582515.3609533","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Conference on Information Technology for Social Good","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3582515.3609533","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3582515.3609533","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3582515.3609533","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385847605.pdf","grobid_xml":"https://content.openalex.org/works/W4385847605.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2963037989","https://openalex.org/W3110766350","https://openalex.org/W3113435130","https://openalex.org/W3202121915","https://openalex.org/W3202727007","https://openalex.org/W3210586215","https://openalex.org/W4200034884","https://openalex.org/W4212855693","https://openalex.org/W4214648418","https://openalex.org/W4224326000","https://openalex.org/W4311575488","https://openalex.org/W4316087223","https://openalex.org/W4323921270","https://openalex.org/W4361027046"],"related_works":["https://openalex.org/W4392126562","https://openalex.org/W2066726723","https://openalex.org/W1981346907","https://openalex.org/W2329211657","https://openalex.org/W2200587708","https://openalex.org/W4236360477","https://openalex.org/W1577004799","https://openalex.org/W2955939051","https://openalex.org/W598076333","https://openalex.org/W36291422"],"abstract_inverted_index":{"Labour":[0],"exploitation":[1,108,228],"in":[2,195,237],"the":[3,98,128,181,189,210,219],"Taiwan":[4],"Distant":[5],"Water":[6],"Fishing":[7],"(DWF)":[8],"industry":[9],"has":[10,55],"been":[11,56],"a":[12,53,171,201,214],"persistent":[13],"issue":[14],"for":[15,87,209,235],"many":[16],"years.":[17],"Fishermen":[18],"working":[19,28,158,221,233],"on":[20,109],"these":[21],"vessels":[22],"are":[23],"often":[24],"subjected":[25],"to":[26,40,101,160,207],"long":[27],"hours,":[29],"low":[30],"salaries,":[31],"and":[32,42,47,80,92,103,126,139,164,230],"poor":[33],"living":[34],"conditions.":[35],"These":[36],"conditions":[37,159,234],"can":[38,136,225],"lead":[39],"physical":[41,163],"mental":[43,165],"health":[44],"problems,":[45],"exploitation,":[46],"abuse.":[48],"To":[49],"address":[50],"this":[51],"issue,":[52],"system":[54,114,224],"developed":[57],"with":[58,147],"two":[59],"modules.":[60],"The":[61,94,143,167,223],"first":[62],"module":[63,96],"collects":[64],"data":[65,89,100,121],"from":[66,71,90,218],"three":[67],"sources:":[68],"CCTV":[69],"footage":[70],"DWF":[72,110,239],"vessels,":[73],"Global":[74],"fishing":[75],"watch":[76],"(GFW)":[77],"open":[78],"data,":[79],"Mobile":[81],"Face":[82],"Verification":[83],"System":[84],"(MFVS)":[85],"interface":[86],"collecting":[88],"fishermen":[91,236],"captains.":[93],"second":[95],"uses":[97],"collected":[99],"identify":[102,138,227],"recognize":[104,140],"instances":[105,229],"of":[106,178,184,204],"labour":[107,141],"vessels.":[111],"Our":[112],"proposed":[113,144],"research":[115],"shows":[116],"that":[117,188],"by":[118,151],"combining":[119],"different":[120],"sources,":[122],"including":[123],"MFVS,":[124],"GFW,":[125],"Transfer-Learning,":[127],"You":[129],"Only":[130],"Look":[131],"Once":[132],"v7":[133],"(TL-YOLOv7)":[134],"model":[135,145,169,183,191,199],"effectively":[137],"exploitation.":[142],"aligns":[146],"Sustainable":[148],"Development":[149],"Goals":[150],"promoting":[152],"decent":[153],"work.":[154],"It":[155],"also":[156],"improves":[157],"safeguard":[161],"fishermen\u2019s":[162],"health.":[166],"TL-YOLOv7":[168,190,198],"achieves":[170,200],"higher":[172,193],"mean":[173],"average":[174],"precision":[175],"(mAP)":[176],"value":[177],"0.835":[179],"than":[180],"Pre-trained":[182],"0.691.":[185],"This":[186],"implies":[187],"exhibits":[192],"accuracy":[194],"object":[196],"detection.":[197],"lower":[202],"RMSE":[203],"0.44":[205],"compared":[206],"5.24":[208],"GFW":[211],"model,":[212],"indicating":[213],"reduced":[215],"overall":[216],"deviation":[217],"actual":[220],"hours.":[222],"help":[226],"promote":[231],"better":[232],"Taiwan\u2019s":[238],"industry.":[240]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
