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picture1_Language Pdf 99864 | 111060006 Abstract


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File: Language Pdf 99864 | 111060006 Abstract
abstract understanding korean language needs big effort we have to know about the letter first and then we can get the meaning of the korean word to make it easy ...

icon picture PDF Filetype PDF | Posted on 21 Sep 2022 | 3 years ago
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                          ABSTRACT 
                                
            Understanding Korean language needs big effort. We have to know about the letter 
        first and then we can get the meaning of the Korean word. To make it easy, nowadays  there 
        are some digital dictionary aplications, but the input of  these  aplications are still in latin text 
        format. 
            In  this  final  project,  the  Korea-Indonesia  translator  aplication  has  been  designed, 
        which will  identify  Korean  character  then  translate  it  to  latin  version,  and  to  Indonesian 
        language. The sequence of Korean characters which  is  identified in this final project come 
        from printed Korean word document. Then the image of this document is captured by the 
        scanner,  directly  processed  to  be  translated  into  latin  version,  and  get  the  meaning  in 
        Indonesian. 
            Generally,  the process has 6 steps. They are preprocessing, segmentation step, feature 
        extraction step, character recognizing use Backpropagation artificial neural network which 
        has function as a decision maker to recognize the Korean character, and checking Korean 
        word to Indonesian. 
            Accuracy  in  testing  process  is  coming  by  taking  samples  of  trained  image  and 
        untrained image. The final accuracy result is affected by several parameters, they are number 
        neuron in hidden layers, number of maximum  epoch, and number of hidden layers. The best 
        averaged accuracy result is 79,69%. 
             
            Keywords : pattern of Korean letter,BackPropagation artificial neural network 
         
         
         
         
         
         
         
         
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...Abstract understanding korean language needs big effort we have to know about the letter first and then can get meaning of word make it easy nowadays there are some digital dictionary aplications but input these still in latin text format this final project korea indonesia translator aplication has been designed which will identify character translate version indonesian sequence characters is identified come from printed document image captured by scanner directly processed be translated into generally process steps they preprocessing segmentation step feature extraction recognizing use backpropagation artificial neural network function as a decision maker recognize checking accuracy testing coming taking samples trained untrained result affected several parameters number neuron hidden layers maximum epoch best averaged keywords pattern ii...

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