Understanding and improving interactive systems design with human-in-the-loop machine learning

• Main Author: Zhang, Yaqian
• Other Authors: Goh Wooi Boon
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computer applications::Social and behavioral sciences
• Online Access: https://hdl.handle.net/10356/136763
• Institution: Nanyang Technological University

New developments in machine learning techniques have created opportunities for the Human-Computer Interaction (HCI) community to incorporate more intelligent means to improve and enhance user experience during the interaction. This thesis starts by exploring and identifying a suitable role where mac...