Yumiko Otsuka, Lina Agestika, Hidenori Harada, Lies Sriwuryandari, Neni Sintawardani, Taro Yamauchi
Comprehensive assessment of handwashing and faecal contamination among elementary school children in an urban slum of Indonesia
Tropical medicine & international health : TM & IH
robotics education important training childrens thinking practical innovation abilities significant stimulate childrens interest learning improve learning quality existing research paid attention application robotics education children necessary stimulate childrens interest learning paper take senior kindergarten students research object analyzes application vector space model vsm robotics course development research development childrens robotics courses incorporating artificial intelligence technology based survey results robotics courses offered 38 kindergartens baoji city automatic document classification system based vsm designed assist compiling robotics teaching textbooks finally system performance tested results show 24 kindergartens offer robotics courses 76 besides 7014 teachers support establishment childrens robotics courses classification effect vsm system better chinese documents system performs better automatic document classification system based term frequencyinverse document frequency classification accuracy recall f1 value 85 development robotics course provides better teaching environment teaching young children ai robots robotics education discussed paper hot spot current curriculum reform great significance development innovation early childhood education