Zahra M.M.A. Sadiq
I create a procedure which I use to develop an expert system by using a generative adversarial network which is part of the distributed artificial intelligence system.
I introduce Sadiq’s Algorithm. I define a theory and the algorithms. I apply a suitable algorithm for each task and combine these algorithms.
I apply a generative adversarial network or a GAN. I use an LSTM network as generator for the first part. The LSTM- network creates text. I apply a convolutional neural network as discriminator for the second task. This CNN compares the generated text with the original text and performs the tasks of the basic legal procedures: analogizing and distinguishing.
I apply a GAN developed by Goodfellow and his team. I use an LSTM network which Hochreiter and his team developed as generator, and the Convolutional Neural Network which Kim and his team developed as discriminator. I apply a word2vec model which Mikolov and his team at Google developed.
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