Biography

Yisheng Zheng is a third year Dalyell Scholar, studying Bachelor of Advanced Computing majored in computer science and data science at the University of Sydney since 2020. Her interest in machine learning and AI was developed during her study in the University in the combination of two fields.

Project Title:

Mobility Patterns in Outdoor Environments

Project Description:

Human mobility patterns may refer to their daily routine of moving into places in the city. A mobility pattern may represent the frequent sequence of places a user visits in their day. The mobility patterns of users can be leveraged to understand the crowd and manage their convenience. This project aims to use the social network’s data to visualize users’ mobility patterns in a city.

Internship Publications:

• CrowdWeb: A Visualization Tool for Mobility Patterns in Smart Cities. Yisheng Alison Zheng, Abdallah Lakhdari, Amani Abusafia, Shing Tai Tony Lui, and Athman Bouguettaya. ICDCS 2023, Hong Kong, China, Demo paper.
• IMAP: Individual huMAn mobility Patterns visualizing platform. Yisheng Alison Zheng, Amani Abusafia, Abdallah Lakhdari, Shing Tai Tony Lui, and Athman Bouguettaya. MobiCom 2022, Sydney, Australia, Demo paper.