{"id":"https://openalex.org/W1860914031","doi":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","title":"PENGGUNAAN ARTIFICIAL NEURAL NETWORK UNTUK PENGENALAN POLA: PENERIMAAN DAN PENDAPATAN PETANI TEBU","display_name":"PENGGUNAAN ARTIFICIAL NEURAL NETWORK UNTUK PENGENALAN POLA: PENERIMAAN DAN PENDAPATAN PETANI TEBU","publication_year":2013,"publication_date":"2013-11-08","ids":{"openalex":"https://openalex.org/W1860914031","doi":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","mag":"1860914031"},"language":"id","primary_location":{"id":"doi:10.24198/sosiohumaniora.v15i3.5754","doi":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","is_oa":true,"landing_page_url":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","pdf_url":"http://jurnal.unpad.ac.id/sosiohumaniora/article/download/5754/3066","source":{"id":"https://openalex.org/S4210204671","display_name":"Sosiohumaniora","issn_l":"1411-0911","issn":["1411-0911","2443-2660"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315076","host_organization_name":"Padjadjaran University","host_organization_lineage":["https://openalex.org/P4310315076"],"host_organization_lineage_names":["Padjadjaran University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sosiohumaniora","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W1860914031"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://jurnal.unpad.ac.id/sosiohumaniora/article/download/5754/3066","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007393133","display_name":"Cungki Kusdarjito","orcid":"https://orcid.org/0000-0002-2919-3278","observed_orcids":["https://orcid.org/0000-0002-2919-3278"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cungki Kusdarjito","raw_affiliation_strings":["dosen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"dosen","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008887666","display_name":"Any Suryantini","orcid":"https://orcid.org/0009-0003-1549-2466","observed_orcids":["https://orcid.org/0009-0003-1549-2466"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Any Suryantini","raw_affiliation_strings":["dosen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"dosen","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"3","first_page":"294","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.5059000253677368,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.5059000253677368,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.31619998812675476,"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/T10616","display_name":"Smart Agriculture and AI","score":0.09910000115633011,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sugarcane-cultivation","display_name":"sugarcane cultivation","score":0.800000011920929},{"id":"https://openalex.org/keywords/farm-income","display_name":"farm income","score":0.8539999723434448},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7710000276565552},{"id":"https://openalex.org/keywords/backpropagation","display_name":"backpropagation","score":0.7099999785423279},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.6940000057220459},{"id":"https://openalex.org/keywords/land-rental-costs","display_name":"land rental costs","score":0.6359999775886536},{"id":"https://openalex.org/keywords/labor-costs","display_name":"labor costs","score":0.7329999804496765},{"id":"https://openalex.org/keywords/pesticide-costs","display_name":"pesticide costs","score":0.5809999704360962},{"id":"https://openalex.org/keywords/seed-cost","display_name":"seed cost","score":0.6589999794960022},{"id":"https://openalex.org/keywords/capital-costs","display_name":"capital costs","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4501233398914337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37285661697387695},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.32191887497901917},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07540750503540039}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24198/sosiohumaniora.v15i3.5754","doi":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","is_oa":true,"landing_page_url":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","pdf_url":"http://jurnal.unpad.ac.id/sosiohumaniora/article/download/5754/3066","source":{"id":"https://openalex.org/S4210204671","display_name":"Sosiohumaniora","issn_l":"1411-0911","issn":["1411-0911","2443-2660"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315076","host_organization_name":"Padjadjaran University","host_organization_lineage":["https://openalex.org/P4310315076"],"host_organization_lineage_names":["Padjadjaran University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sosiohumaniora","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.24198/sosiohumaniora.v15i3.5754","doi":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","is_oa":true,"landing_page_url":"https://doi.org/10.24198/sosiohumaniora.v15i3.5754","pdf_url":"http://jurnal.unpad.ac.id/sosiohumaniora/article/download/5754/3066","source":{"id":"https://openalex.org/S4210204671","display_name":"Sosiohumaniora","issn_l":"1411-0911","issn":["1411-0911","2443-2660"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315076","host_organization_name":"Padjadjaran University","host_organization_lineage":["https://openalex.org/P4310315076"],"host_organization_lineage_names":["Padjadjaran University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sosiohumaniora","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9208999872207642,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1860914031.pdf","grobid_xml":"https://content.openalex.org/works/W1860914031.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2620311882"],"related_works":["https://openalex.org/W45594510","https://openalex.org/W4417445669","https://openalex.org/W3199765120","https://openalex.org/W2998693863","https://openalex.org/W7067118096","https://openalex.org/W2362198218","https://openalex.org/W2949342662","https://openalex.org/W2889402359","https://openalex.org/W2268016512","https://openalex.org/W1530708700"],"abstract_inverted_index":{"Selama":[0],"ini":[1,23,47,111],"sebagian":[2],"besar":[3,177],"analisis":[4,27,35],"dalam":[5,26,51,118,178],"bidang":[6,52,119],"pertanian,":[7],"khususnya":[8,73],"agribisnis":[9],"dan":[10,38,104,136,156,171,181],"sosial":[11],"ekonomi":[12],"pertanian":[13,53,120],"menggunakan":[14,130,139],"pendekatan":[15],"ekonometrika":[16],"dengan":[17,42,71,107,121,129,189,218],"mendasarkan":[18],"pada":[19,124],"asumsi":[20],"\u201clinieritas\u201d.":[21],"Pendekatan":[22],"memberikan":[24,112],"keunggulan":[25],"ekonomi,":[28],"seperti":[29,82,166],"elastistas,":[30],"return":[31],"to":[32],"scales,":[33],"ataupun":[34],"fungsi":[36,63],"permintaan":[37],"penawaran":[39],"dapat":[40,69],"diketahui":[41],"mudah.":[43],"Meskipun":[44],"demikian,":[45],"saat":[46],"disadari":[48],"bahwa":[49,164],"permasalahan":[50],"tidak":[54,68],"sesederhana":[55],"yang":[56,59,100,161,176,187,193],"diasumsikan.":[57],"Fungsi":[58],"dianalisis":[60],"mungkin":[61,67],"merupakan":[62],"polynomial.":[64],"Beberapa":[65],"variabel":[66,74],"didefinisikan":[70],"jelas,":[72],"sosial.":[75],"Oleh":[76],"karena":[77],"itu,":[78,208],"penggunaan":[79,114,190],"soft":[80],"computing":[81],"model":[83,115],"saraf":[84,116],"buatan":[85,117],"(artificial":[86],"neural":[87],"network),":[88],"genetic":[89],"algorithm,":[90],"fuzzy":[91],"logic":[92],"mulai":[93],"banyak":[94],"dipergunakan":[95],"untuk":[96,149],"memecahkan":[97],"berbagai":[98],"persoalan":[99],"bersifat":[101],"non-linier,":[102],"hazy":[103],"subyektif.":[105],"Berkaitan":[106],"hal":[108],"tersebut,":[109],"tulisan":[110],"ilustrasi":[113],"mengambil":[122],"kasus":[123],"tanaman":[125],"tebu.":[126,159],"Perhitungan":[127],"dilakukan":[128,145],"multilayers":[131],"networks":[132],"sebanyak":[133],"empat":[134],"lapis":[135],"proses":[137],"belajar":[138],"algoritma":[140],"back":[141],"propagation.":[142],"Proses":[143],"pembelajaran":[144],"sampai":[146],"terjadi":[147],"overtraining":[148],"memetakan":[150],"pola":[151],"hubungan":[152],"faktor":[153],"penentu":[154],"penerimaan":[155,180],"pendapatan":[157,182,197,216],"petani":[158,198],"Hasil":[160],"diperoleh":[162],"menunjukkan":[163],"biaya-biaya":[165],"sewa":[167,185],"lahan,":[168],"bibit,":[169],"pestisida":[170],"tenaga":[172],"kerja":[173,192],"memiliki":[174],"kontribusi":[175],"mempengaruhi":[179],"petani.":[183],"Biaya":[184],"lahan":[186],"tinggi":[188],"biaya":[191,209],"rendah":[194],"akan":[195],"menekan":[196,215],"sehingga":[199],"usaha":[200],"tani":[201],"tebu":[202],"harus":[203],"diusahakan":[204],"secara":[205],"intensif.":[206],"Selain":[207],"modal":[210,219],"sendiri":[211],"cenderu":[212],"ng":[213],"lebih":[214],"dibandingkan":[217],"pinjaman.":[220]},"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}