自律神経系指標によるTV映像コンテンツへの嗜好と視聴様態の推定

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2014/10/01

タイトル(英語): Estimation of Mode of Viewing TV and Preference of TV Contents by Autonomic Nervous System Index

著者名: 綿貫　卓也（青山学院大学 大学院 理工学研究科），野澤　昭雄（青山学院大学 大学院 理工学研究科）

著者名(英語): Takuya Watanuki (Graduate School of Science and Engineering, Aoyama Gakuin University), Akio Nozawa (Graduate School of Science and Engineering, Aoyama Gakuin University)

キーワード: テレビ映像コンテンツ，血行力学的パラメーター，視聴様態，自律神経系，ストレス対処様式，嗜好　　animation of television contents，hemodynamic parameter，mode of viewing，autonomic nervous system，stress coping style，preference

要約(英語): In this research, mode of viewing, preference, and excitement-calm to TV contents were estimated from the hemodynamics parameter to create the estimation model. As physiology indices, the cardiovascular system was assessed by mean blood pressure (MP), heart rate (HR), stroke volume (SV), cardiac output (CO), and total peripheral resistance (TPR). Comfortable, arousal, vigor, preference and concentration to TV contents were assessed by visual analog scale (VAS) for mental indices. Psychological excitement-calm to TV was assessed by up and down arrow key of a keyboard in real time. Based on the above indices, the estimation model was created by using the neural network. As a conclusion, the distinction rate of the preference and the mode of viewing were each obtained to 83.3% and 75.0% at the maximum. The average error of the excitement-calm was obtained to 17%.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.134 No.10 （2014） 特集：インタラクティブ映像メディアの最前線

本誌掲載ページ: 1551-1556 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/134/10/134_1551/_article/-char/ja/