{"id":"https://openalex.org/W4403727202","doi":"https://doi.org/10.1063/5.0223959","title":"Application of the K-Nearest Neighbor algorithm as a determination of the quality of ornamental fishing gear","display_name":"Application of the K-Nearest Neighbor algorithm as a determination of the quality of ornamental fishing gear","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403727202","doi":"https://doi.org/10.1063/5.0223959"},"language":"en","primary_location":{"id":"doi:10.1063/5.0223959","doi":"https://doi.org/10.1063/5.0223959","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0223959","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5016252656","display_name":"Mauli Kasmi","orcid":"https://orcid.org/0000-0002-9420-9264","observed_orcids":["https://orcid.org/0000-0002-9420-9264"]},"institutions":[{"id":"https://openalex.org/I4405273890","display_name":"Politeknik Pertanian Negeri Pangkajene Kepulauan","ror":"https://ror.org/00n32c443","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273890"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Mauli Kasmi","raw_affiliation_strings":["Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia","institution_ids":["https://openalex.org/I4405273890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103201746","display_name":"Andryanto Aman","orcid":"https://orcid.org/0000-0002-8755-6874","observed_orcids":["https://orcid.org/0000-0002-8755-6874"]},"institutions":[{"id":"https://openalex.org/I4405274095","display_name":"Universitas Teknologi Akba Makassar","ror":"https://ror.org/012abpm49","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405274095"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andryanto Aman","raw_affiliation_strings":["Universitas Teknologi Akba Makassar, Makassar, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Teknologi Akba Makassar, Makassar, Indonesia","institution_ids":["https://openalex.org/I4405274095"]}]},{"author_position":"middle","author":{"id":null,"display_name":"M. Mariam","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405273890","display_name":"Politeknik Pertanian Negeri Pangkajene Kepulauan","ror":"https://ror.org/00n32c443","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273890"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"M. Mariam","raw_affiliation_strings":["Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia","institution_ids":["https://openalex.org/I4405273890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083216046","display_name":"Akbar Iskandar","orcid":"https://orcid.org/0000-0003-3893-0281","observed_orcids":["https://orcid.org/0000-0003-3893-0281"]},"institutions":[{"id":"https://openalex.org/I4405274095","display_name":"Universitas Teknologi Akba Makassar","ror":"https://ror.org/012abpm49","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405274095"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Akbar Iskandar","raw_affiliation_strings":["Universitas Teknologi Akba Makassar, Makassar, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Teknologi Akba Makassar, Makassar, Indonesia","institution_ids":["https://openalex.org/I4405274095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017659802","display_name":"Asti Sugiarti Sonodihardjo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405273890","display_name":"Politeknik Pertanian Negeri Pangkajene Kepulauan","ror":"https://ror.org/00n32c443","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273890"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Asti Sugiarti Sonodihardjo","raw_affiliation_strings":["Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia","institution_ids":["https://openalex.org/I4405273890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077488223","display_name":"Andi Maulidinnawati Abdul Kadir Parewe","orcid":"https://orcid.org/0000-0002-8902-2278","observed_orcids":["https://orcid.org/0000-0002-8902-2278"]},"institutions":[{"id":"https://openalex.org/I4405274095","display_name":"Universitas Teknologi Akba Makassar","ror":"https://ror.org/012abpm49","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405274095"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andi Maulidinnawati Abdul Kadir Parewe","raw_affiliation_strings":["Universitas Teknologi Akba Makassar, Makassar, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Teknologi Akba Makassar, Makassar, Indonesia","institution_ids":["https://openalex.org/I4405274095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114393139","display_name":"S. Sulkifli","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405273890","display_name":"Politeknik Pertanian Negeri Pangkajene Kepulauan","ror":"https://ror.org/00n32c443","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273890"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"S. Sulkifli","raw_affiliation_strings":["Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia","institution_ids":["https://openalex.org/I4405273890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039175272","display_name":"Syamsul Hadi","orcid":"https://orcid.org/0000-0003-0536-0622","observed_orcids":["https://orcid.org/0000-0003-0536-0622"]},"institutions":[{"id":"https://openalex.org/I4405273890","display_name":"Politeknik Pertanian Negeri Pangkajene Kepulauan","ror":"https://ror.org/00n32c443","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273890"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Syamsul Hadi","raw_affiliation_strings":["Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pangkep State Polytechnic of Agriculture, Pangkep, Indonesia","institution_ids":["https://openalex.org/I4405273890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016252656"],"corresponding_institution_ids":["https://openalex.org/I4405273890"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3236","issue":null,"first_page":"040006","last_page":"040006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11734","display_name":"Decision Support System Applications","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ornamental-fish","display_name":"ornamental fish","score":0.8529999852180481},{"id":"https://openalex.org/keywords/ornamental-fish-trade","display_name":"ornamental fish trade","score":0.621999979019165},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.6909999847412109},{"id":"https://openalex.org/keywords/fish-quality-assessment","display_name":"fish quality assessment","score":0.4449999928474426},{"id":"https://openalex.org/keywords/fishers","display_name":"fishermen","score":0.48399999737739563}],"concepts":[{"id":"https://openalex.org/C74103781","wikidata":"https://www.wikidata.org/wiki/Q199182","display_name":"Ornamental plant","level":2,"score":0.6689189076423645},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.6429716348648071},{"id":"https://openalex.org/C514101110","wikidata":"https://www.wikidata.org/wiki/Q14373","display_name":"Fishing","level":2,"score":0.6323047876358032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5781744122505188},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5269842147827148},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38598406314849854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3259994089603424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29314714670181274},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.23833927512168884},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08475342392921448},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06502419710159302},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.058432042598724365},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/5.0223959","doi":"https://doi.org/10.1063/5.0223959","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0223959","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2040895929","https://openalex.org/W2793587986","https://openalex.org/W2905827288","https://openalex.org/W2985400396","https://openalex.org/W2990663423","https://openalex.org/W3006986403","https://openalex.org/W3029880374","https://openalex.org/W3047434993","https://openalex.org/W3105286923","https://openalex.org/W4383429430"],"related_works":["https://openalex.org/W7089553023","https://openalex.org/W4415455070","https://openalex.org/W3081638543","https://openalex.org/W3168268931","https://openalex.org/W2993680604","https://openalex.org/W3116695284","https://openalex.org/W2784270662","https://openalex.org/W4386203229","https://openalex.org/W7219452518","https://openalex.org/W4411410343"],"abstract_inverted_index":{"This":[0,28,123],"study":[1,29],"aims":[2],"to":[3],"determine":[4],"the":[5,17,20,31,63,71,126,129,135,144],"level":[6],"of":[7,9,22,42,70,73,112,128,146],"quality":[8,72,145],"ornamental":[10,74,92,105,119,147],"fish":[11,75,93,106,120],"catches":[12,76,94],"from":[13,77,83,104,118],"fishermen":[14,89,102],"based":[15],"on":[16],"criteria":[18],"for":[19],"friendliness":[21],"fishing":[23,148],"gear":[24,149],"used":[25,30,91,150],"by":[26,151],"fishermen.":[27,78,152],"Rank":[32,131],"Order":[33,132],"Centroid":[34,130],"(ROC)":[35],"method":[36,66,133,138],"with":[37,99],"a":[38,68],"weighting":[39],"criterion":[40],"value":[41],"0.52":[43],"=":[44,47,50,54],"Good,":[45],"0.27":[46],"Moderate,":[48],"0.15":[49],"Low,":[51],"and":[52,116,134],"0.06":[53],"Very":[55],"Low.":[56],"Then":[57],"classification":[58],"is":[59],"carried":[60],"out":[61],"using":[62],"K-Nearest":[64,136],"Neighbor":[65,137],"as":[67],"determination":[69],"The":[79],"results":[80,127],"showed":[81],"that":[82,125],"20":[84],"training":[85],"data":[86,103,113],"which":[87,95],"were":[88,96],"who":[90],"then":[97],"tested":[98],"5":[100],"new":[101],"catches,":[107],"obtained":[108],"accuracy":[109],"or":[110],"suitability":[111],"both":[114],"received":[115],"rejected":[117],"collection":[121],"companies.":[122],"proves":[124],"are":[139],"much":[140],"better":[141],"in":[142],"determining":[143]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2024-10-25T00:00:00"}