NCLUE glossary

Available in VPC

To use NCLUE, you must familiarize yourself with a few key terms. The glossary and its description are as follows:

Machine Learning

A technology that analyzes extensive data to predict the future. It analyzes the data while establishing a new classification system, leading up to the production of meaningful results. (Source: Telecommunications Technology Association)

User

A user of the client that subscribes to NCLUE

Sequence datasets

Data that lists user behaviors in order using arrows

Object Storage

NAVER Cloud Platform's service that allows you to store and search all types of data

Feature

A multi-hundred-dimensional vector value that you obtain after you feed a user's behavior sequence to NCLUE model. Also known as User Feature.

Feature Set

A dataset of Features extracted from N users

Correct answer datasets

Data that is expressed in 0 or 1 containing the target to the user behavior depending on the Task's objective

Task

Business problems that enterprises want to solve such as advertisement target selection, user profiling expansion, and product recommendation.

Behavior

Unique behaviors that set a user apart from others when they use a service or a product from a client

VPC Environment

A platform that offers an exclusive private network, Virtual Private Cloud (VPC), on public cloud