?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=IMPLEMENTASI+JARINGAN+SYARAF+TIRUAN+BACKPROPAGATION%0D%0APADA+PENGENALAN+POLA+BATIK+MOTIF+LAMPUNG&rft.creator=ROSYAD+KAMIL%2C++1317051062&rft.subject=Q+Science+(General)&rft.description=United+Nations+Educational%2C+Scientific%2C+and+Culture+Organization+(UNESCO)%0D%0Atelah+mengakui+kain+batik+merupakan+salah+satu+warisan+budaya+dunia+yang%0D%0Aberasal+dari+Indonesia%2C+tepat+pada+tanggal+2+Oktober+2009.+Batik+di+Indonesia%0D%0Amemiliki+motif+yang+bergitu+banyak%2C+bervariasi+dan+hampir+setiap+motif+batik+dari%0D%0Aberbagai+daerah+memiliki+motif+yang+serupa%2C+namun+jika+dilihat+lebih+rinci+kain%0D%0Abatik+dari+berbagai+daerah+tidak+sama.+Orang-orang+tertentu+saja+yang+memiliki%0D%0Akeahlian+dan+pengetahuan+pada+bidang+membatik+yang+dapat+membedakan+motif%0D%0Abatik+dari+berbagai+daerah.+Lampung+merupakan+salah+satu+daerah+di+Indonesia%0D%0Ayang+memiliki+motif+kain+mencirikan+daerah+Lampung+yang+dijadikan+sebagai%0D%0Akain+batik.+Penelitian+ini+membahas+jaringan+syaraf+tiruan+backpropagation+yang%0D%0Aakan+digunakan+untuk+klasifikasi+pola+batik+motif+Lampung.+Batik+motif+lampung%0D%0Ayang+digunakan+yaitu+sembagi%2C+siger+ratu+agung%2C+jung+agung+dan+siger+kembang%0D%0Acengkih%2C+sedangkan+untuk+batik+bukan+motif+Lampung+digunakan+parang+kusumo%0D%0Adan+parang+rusak.+Tahapan-tahapan+yang+akan+dilakukan+yaitu+scaling%2C+grayscale%2C%0D%0Atresholding+dan+klasifikasi.+Perbandingan+data+training+dan+data+testing+yang%0D%0Adigunakan+yaitu+70%3A30+dan+80%3A30+dengan+kebutuhan+jaringan+syaraf+tiruan%0D%0Abackpropagation+yaitu+epoch%3D2000%2C+learning+rate%3D0%2C1+dan+target+error%3D0%2C001.%0D%0ANilai+accuracy+terbesar+didapat+pada+data+70%3A30+yaitu+92%25.%0D%0AKata+Kunci+%3A+Batik%2C+Pengenalan+Pola%2C+Jaringan+Syaraf+Tiruan%2C%0D%0ABackpropagation%2C+Lampung%0D%0A%0D%0AABSTRACT%0D%0A%0D%0AUnited+Nations+Educational%2C+Scientific%2C+and+Culture+Organization+(UNESCO)+has%0D%0Arecognized+batik+cloth+is+one+of+the+world+cultural+heritage+that+originated+from%0D%0AIndonesia%2C+exactly+on+October+2%2C+2009.+Batik+in+Indonesia+has+a+motive+that+many%2C%0D%0Avaried+and+almost+every+motif+of+batik+various+regions+have+similar+motives%2C+but+if%0D%0Aviewed+in+more+detail+batik+cloth+from+different+regions+are+not+the+same.+Certain%0D%0Apeople+who+have+expertise+and+knowledge+in+the+field+of+batik+that+can+distinguish%0D%0Abatik+motif+from+various+regions.+Lampung+is+one+area+in+Indonesia+that+has+a%0D%0Acloth+motif+that+characterizes+the+Lampung+area+used+as+batik+cloth.+This+study%0D%0Adiscusses+the+backpropagation+artificial+neural+network+that+will+be+used+for+the%0D%0Aclassification+of+pattern+batik+motif+Lampung.+Batik+motif+lampung+used+is%0D%0Asembagi%2C+siger+ratu+agung%2C+jung+agung+and+siger+clove+cengkih%2C+while+for+batik+is%0D%0Anot+a+motive+Lampung+used+parang+kusumo+and+broken+parang.+Stages+to+be+done%0D%0Aare+scaling%2C+grayscale%2C+tresholding+and+classification.+Comparison+of+training+data%0D%0Aand+data+testing+used+is+70%3A30+and+80%3A30+with+the+need+of+backpropagation+neural%0D%0Anetwork+that+is+epoch+%3D+2000%2C+learning+rate+%3D+0.1+and+target+error+%3D+0.001.+The%0D%0Agreatest+accuracy+value+is+found+in+the+70%3A30+data+is+92%25.%0D%0AKeywords+%3A+Batik%2C+Pattern+Recognition%2C+Artificial+Neural+Network%2C%0D%0ABackpropagation%2C+Lampung&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2017-11-15&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F29592%2F1%2FABSTRACT%2520%2528ABSTRAK%2529.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F29592%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F29592%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++ROSYAD+KAMIL%2C+1317051062++(2017)+IMPLEMENTASI+JARINGAN+SYARAF+TIRUAN+BACKPROPAGATION+PADA+PENGENALAN+POLA+BATIK+MOTIF+LAMPUNG.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C++UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F29592%2F