Exploiting Embedding in Content-Based Recommender systems

XING is a leading career-oriented social networking site in Europe, which usually recommend job ads to their customers. One of the widely used methods in Recomender Systems is content-based filtering, which analyzes the description of item characteristics and the user profile illustrating user's preferences. Due to the sparsity of its dataset, i...

An Intimate Neighborhood, Care living for Aged People

The purpose of the project is to understand how care is provided to aged people in today’s context, and discuss how care environment should be designed in order to fit in with today’s demands. The intention of design is to create an care living environment that offer several gradients of privacy so that it could suit the need of different aged...

"Eroding on the edges": Integration Stategy for Western Fringe of Xi'An City as a supportive urban tissue in Mega City Plan 2020+

The project focuses on how to combine the current corridor development and the cultural & historic assets by means of the public space network, in order to counteract the fragmentation at the local level and meanwhile benefit the local inhabitants of western fringe of Xi’an City, supplementing the governmental city model.