Apparatus and method for providing user-customized recommending-information, and computer-readable recording media recorded a program for executing it

摘要

The present invention relates to an apparatus, a method, and a recording medium for providing customized recommendation information suitable for a user's current situation by optimizing and combining individual recommendation results generated by a plurality of recommendation engines according to a situation, The apparatus for providing user-customized recommendation information according to an embodiment of the present invention, A user information receiving unit for receiving user information when accessing a web server through a user terminal; A context variable extraction unit for extracting at least one context variable when accessing a web server through a user terminal; A recommendation engine unit including a plurality of recommendation engines individually outputting predicted values by using the user information received from the user information receiving unit; And a deep learning unit that performs deep learning using a plurality of prediction values output from the plurality of recommendation engines and a situation variable extracted from the situation variable extraction unit as input values, and outputs a final prediction value.