摘要 |
The present invention relates to a method for providing an advertisement, and a system and an apparatus therefor. In particular, when providing a targeting advertisement to a user on the basis of big data, if it is not easy to obtain from an advertiser a suitable advertisement to be provided to the user, the present invention obtains advertisements by interworking with an affiliated commercial website, provides an advertisement suitable for the user from an advertisement list registered at the commercial website, and delivers an effective advertisement to a user terminal on the basis of machine learning. |