Create Manufacturing Service with GAN

A generative adversarial network based manufacturing service instance generator is proposed in this paper. During the training of the generative adversarial network model, we adopt Word2Vec model to represent manufacturing services in the form of numerical vectors. The accuracy of the generator gets 0.76 after training, and the synthesized data are good enough to extend the current datasets for the further study on manufacturing services.