A systematic comparison of commonsense knowledge usages between natural language processing (NLP) and computer vision (CV)

Commonsense knowledge is the key of human intelligence in generalizing their knowledge to deal with complex tasks. Over the past years, a lot of research has been done in both natural language processing (NLP) and computer vision (CV) on leveraging commonsense knowledge to improve AI models. However, no systematic comparisons of existing work...

Enabling job seekers’ self-representation in job application: Online CV platform for job seekers’ seamless job search journey and self-representation

The client of the project is Quincy Dalh, who works in organizations supporting job seekers with their job searching journey. He organized the project brief that aims to develop ideas for an online job-matching platform that brings healthy changes to the hiring process. He gave a working title for the platform called HelloCareer. Quincy’s focus...

Intelligent signalized intersection management for mixed traffic using Deep Q-Learning

Signalized urban intersections are bottlenecks for traffic and cause congestion. To improve traffic signal plans, research efforts have been made to create self-adaptive traffic controllers, i.e. controllers which adapt in real-time to the current traffic demand based on connected vehicle data. Past research on self-adaptive controllers has...

Design of a multidimensional digital system to enhance self-management in cardiovascular risk prevention programs

Cardiovascular diseases (CVD) are the leading cause of death worldwide. While metabolic factors such as age and gender affect greatly, most of the CV events can be prevented by addressing behavioural risk factors such as physical inactivity, smoking or bad diet.<br/><br/>CV prevention programs aim to reduce the burden of these conditions by...