SYSTEM AND METHOD FOR GENERATING PREDICTION OF TECHNOLOGY TRANSFER BASE ON MACHINE LEARNING

摘要

The method for generating a technology transfer prediction model based on machine learning according to the present invention includes the steps of: (a) collecting patent data necessary for a data collection unit to generate a technology transfer prediction model; (b) classifying the patent data into numerical data and text data by a data classification unit; (c) a pre-processing step of allowing the data pre-processing module to analyze text data, which is unstructured data among the patent data; And (d) the technology transfer prediction model configuration module receives numerical data and preprocessed text data, performs topic modeling in which a technology topic is extracted from the text data through an ensemble model, and ensembles modeling with the technology topic and numerical data. It has the effect of objectively and easily evaluating the possibility of technology transfer to the population through the collected patent data, including the step of generating a technology transfer prediction model by performing it.