Art

J-GLOBAL ID：202102232948065890   Reference number：21A0426275

Smart Tableware-Based Meal Information Recognition by Comparing Supervised Learning and Multi-Instance Learning

教師付き学習とマルチインスタンス学習の比較によるスマート食器ベースの食事情報認識

Author (3)： ZHANG Liyang (Graduate School of Science and Engineering, Yamagata University) ,  SUZUKI Hiroyuki (Graduate School of Science and Engineering, Yamagata University) ,  KOYAMA Akio (Graduate School of Science and Engineering, Yamagata University)
Material： IEICE Transactions on Information and Systems (Web)  (IEICE Trans Inf Syst (Web))
Volume： E103.D  Issue： 12  Page： 2643-2648(J-STAGE)  Publication year： 2020 
JST Material Number： U0469A  ISSN： 1745-1361  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *supervised learning ,  *tableware ,  *meal ,  *recognition ,  sensor ,  living hours ,  numerical value ,  *information cognitive
Semi thesaurus term： *multiple instance learning ,  *information cognitive ,  mealtime ,  F value

Author keywords (5)： meal information ,  smart tableware ,  Internet of Things ,  supervised learning ,  multi-instance learning

JST classification (1)： Artificial intelligence  (JE08000Z)

Reference (17)：

• [1] MedicineNet.com, Medical Definition of lifestyle disease, https://www.medicinenet.com/script/main/art.asp?articlekey=38316, accessed Aug. 17. 2020.
• [2] World Health Organization, Obesity and overweight, https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight, accessed Aug. 17. 2020.
• [3] World Health Organization, Diabetes, https://www.who.int/news-room/fact-sheets/detail/diabetes, accessed Aug. 17. 2020.
• [4] M. Farooq and E. Sazonov, “Automatic measurement of chew count and chewing rate during food intake,” Electronics (Basel), vol.5, no.4, 62, 2016. 10.3390/electronics5040062
• [5] H. Kalantarian, N. Alshurafa, T. Le, and M. Sarrafzadeh, “Monitoring eating habits using a piezoelectric sensor-based necklace,” Computers in Biology and Medicine, vol.58, pp.46-55, 2015. 10.1016/j.compbiomed.2015.01.005

Terms in the title (5)： 教師付き学習 ,  マルチインスタンス学習 ,  食器 ,  食事 ,  情報認識