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Datasets for recognition of aggressive interactions of children toward robotic toys

机译:数据集用于识别儿童对机器人玩具的侵略性相互作用

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摘要

The data is related to unwanted interactions between a person and a small robotic toy based on acceleration sensor embedded within the robotic toy. Three toys were considered namely, a stuffed panda, a stuffed robot, and an excavator. Each toy was embedded with an accelerometer to record the interactions. Five different unwanted interactions were performed by adult participants and children. The considered interactions were hit, shake, throw, pickup, drop, and idle for the no interaction case. The collected data contains the magnitude of the resultant acceleration from the interactions. The data was processed by extracting the instances of interactions. A secondary dataset was created from the original one by creating artificial sequences. This data article contains the processed data that can be used to explore different machine learning models and techniques in classifying such interactions. Online repository contains the files: https://doi.org/10.7910/DVN/FHOO0Q.
机译:数据与基于机器人玩具内的加速度传感器的人和小型机器人玩具之间的不需要的相互作用有关。三个玩具被认为是一个毛绒熊猫,一个毛绒机器人和挖掘机。每个玩具都嵌入加速度计以记录相互作用。成人参与者和儿童进行了五种不同的不需要的相互作用。对于NO INTACTION CACE,被认为的互动击中,摇动,抛出,拾取,下降和空闲。收集的数据包含来自交互的结果加速度的大小。通过提取交互实例来处理数据。通过创建人工序列从原始数据集创建辅助数据集。此数据文章包含可用于探索分类此类交互的不同机器学习模型和技术的处理数据。在线存储库包含文件:https://doi.org/10.7910/dvn/fhoo0q。

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