Proceedings of the 1st ACM SIGCHI International Workshop on Multimodal Interaction for Education最新文献

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An open platform for full-body multisensory serious-games to teach geometry in primary school 一种面向小学几何教学的全身多感官严肃游戏开放平台
Simone Ghisio, Erica Volta, Paolo Alborno, M. Gori, G. Volpe
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引用次数: 2
A multimodal serious-game to teach fractions in primary school 小学分数教学的多模式严肃游戏
Simone Ghisio, Paolo Alborno, Erica Volta, M. Gori, G. Volpe
{"title":"A multimodal serious-game to teach fractions in primary school","authors":"Simone Ghisio, Paolo Alborno, Erica Volta, M. Gori, G. Volpe","doi":"10.1145/3139513.3139524","DOIUrl":"https://doi.org/10.1145/3139513.3139524","url":null,"abstract":"Multisensory learning is considered a relevant pedagogical framework for education since a very long time and several authors support the use of a multisensory and kinesthetic approach in children learning. Moreover, results from psychophysics and developmental psychology show that children have a preferential sensory channel to learn specific concepts (spatial and/or temporal), hence a further evidence for the need of a multisensory approach. In this work, we present an example of serious game for learning a particularly complicated mathematical concept: fractions. The main novelty of our proposal comes from the role covered by the communication between sensory modalities in particular, movement, vision, and sound. The game has been developed in the context of the EU-ICT-H2020 weDRAW Project aiming at developing new multimodal technologies for multisensory serious-games on mathematical concepts for primary school children.","PeriodicalId":441030,"journal":{"name":"Proceedings of the 1st ACM SIGCHI International Workshop on Multimodal Interaction for Education","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131744973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Using force-feedback devices in educational settings: a short review 在教育环境中使用力反馈装置:一个简短的回顾
G. Baud-Bovy, N. Balzarotti
{"title":"Using force-feedback devices in educational settings: a short review","authors":"G. Baud-Bovy, N. Balzarotti","doi":"10.1145/3139513.3139518","DOIUrl":"https://doi.org/10.1145/3139513.3139518","url":null,"abstract":"In this short review, we aim at providing an update about recent research on force-feedback devices in educational settings, with a particular focus on primary school teaching. This review describes haptic devices and education virtual environments before entering into the details of domain-specific applications of this technology in schools. Currently, the number of studies that investigated the potential of haptic devices in educational settings is limited, in particular for primary schools. The absence of longitudinal studies makes it difficult to reach any strong conclusion about the learning outcomes of this technology. Additional research is needed about how this technology might contribute to teach specific concepts at different ages. In particular, we point out the need to do more research on how to combine haptic feedback with visual and audio information, which seems important both on the basis of the results of previous studies and on recent research in neuroscience demonstrating the importance of multi-modal integration in the cognitive development of children. Demonstrating the potential benefit of haptic devices in a learning environment is also important to create a demand for this technology which might lead to the commercialization of haptic devices with an affordable price for schools.","PeriodicalId":441030,"journal":{"name":"Proceedings of the 1st ACM SIGCHI International Workshop on Multimodal Interaction for Education","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116754080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Air violin: a machine learning approach to fingering gesture recognition 空气小提琴:一种手指手势识别的机器学习方法
D. Dalmazzo, R. Ramírez
{"title":"Air violin: a machine learning approach to fingering gesture recognition","authors":"D. Dalmazzo, R. Ramírez","doi":"10.1145/3139513.3139526","DOIUrl":"https://doi.org/10.1145/3139513.3139526","url":null,"abstract":"We train and evaluate two machine learning models for predicting fingering in violin performances using motion and EMG sensors integrated in the Myo device. Our aim is twofold: first, provide a fingering recognition model in the context of a gamification virtual violin application where we measure both right hand (i.e. bow) and left hand (i.e. fingering) gestures, and second, implement a tracking system for a computer assisted pedagogical tool for self-regulated learners in high-level music education. Our approach is based on the principle of mapping-by-demonstration in which the model is trained by the performer. We evaluated a model based on Decision Trees and compared it with a Hidden Markovian Model.","PeriodicalId":441030,"journal":{"name":"Proceedings of the 1st ACM SIGCHI International Workshop on Multimodal Interaction for Education","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124614854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 22
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