Business-Oriented User Persona Construction and Preference Prediction: A Big Data-Based Machine Learning Approach

In this project, a group of scholars in computer science and business proposes using state-of-the-art machine learning methods for secondary-data-based persona construction and preference prediction. Specifically, the researchers will use recent data dimension reduction methods to process the raw data, use new machine learning models to achieve better learning results, and use self-supervised technology and unsupervised clustering technology to achieve efficiency in model training and learning.

Faculty Supervisor:

Yimin Yang;Will Zhao

Student:

Partner:

PTPA Media Inc

Discipline:

Computer science

Sector:

Professional, scientific and technical services

University:

Lakehead University

Program:

Accelerate

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