標題: EEG-based Measures of Auditory Saliency in a Complex Context
作者: Huang, Xun-Yi
Cherng, Fu-Yin
King, Jung-Tai
Lin, Wen-Chieh
資訊工程學系
腦科學研究中心
Department of Computer Science
Brain Research Center
關鍵字: Auditory Saliency;Notification;Brain-computer Interface
公開日期: 1-一月-2019
摘要: Auditory saliency is an important mechanism that helps humans extract relevant information from environments. Audio notifications of mobile devices with high saliency can increase users' receptivity, yet overly high saliency could cause annoyance. Accurately measuring auditory saliency of a notification is critical for evaluating its usability. Previous studies adopted behavioral methods. However, their results may not accurately reflect auditory saliency as humans' perception of auditory saliency often involves complicated cognitive processes. Thus, we propose an electroencephalography (EEG)-based approach that can complement behavioral studies to provide a more nuanced analysis of auditory saliency. We evaluated our method by conducting an EEG experiment that measured the mismatch negativity and P3a of the sounds in realistic scenarios. We also conducted a behavioral experiment to link the EEG-based method with the behavioral method. The results suggested that EEG can provide detailed information about how human perceive auditory saliency and complement the behavioral measures.
URI: http://dx.doi.org/10.1145/3338286.3340139
http://hdl.handle.net/11536/155285
ISBN: 978-1-4503-6825-4
DOI: 10.1145/3338286.3340139
期刊: PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON HUMAN-COMPUTER INTERACTION WITH MOBILE DEVICES AND SERVICES (MOBILEHCI'19)
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顯示於類別:會議論文