AI The System and the method of offering the Optimized answers to legal experts utilizing a Deep learning training module and a Prioritization framework module based on Artificial intelligence and providing an Online legal dictionary utilizing a character Strings Dictionary Module that converts legal information into significant vector

摘要

The present invention utilizes technology related to artificial intelligence (AI) and technology related to an online string dictionary to provide a legal expert with a best answer for preparing a legal document or knowledge of an online legal information dictionary. More specifically, when a user inputs a search keyword, the relationship is compared with the ontology and surrounding words of the search keyword to form a feature, and the deep learning database and the history database are used. Store in Then, using the AI, the deep learning training module calculates the optimized vector value, and then ranks the vector value through the ranking frame work module. do. At this time, if a particular vector value repeatedly solves the problem, an objective function for this is formed and the specific vector values are connected to each other to present an optimized best answer to the user. The legal information input to the intermediary server in real time is reduced in dimensions, converted into semantic vectors, and stored in the character string database. Then, when the specific strings are extracted through the string extraction module, the intermediary server compares the strings, forms common points through the feature value forming module, and stores the vector address including the feature values in the history database. These feature values include, for example, the same statute or precedent. In the future, the string dictionary module provides the vector address and the vector value including the feature value to the document rank-based output interface, and the document rank-based output interface is arranged to provide the user with the legal information dictionary in the form of an online web document. . This allows legal experts to search a database of vast online data through the Internet without having to go through offline data. By making them referable, the time and cost can be greatly reduced, and legal documents using advanced legal information can be prepared regardless of the individual''s ability to collect legal information.