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- W3136179265 abstract "Producing successful guide dogs for the visually impaired is a costly process and many dogs do not succeed in training. Identifying and screening successful dogs early is vital for the success of guide dog programs. Volunteer puppy raising is an essential part of training to expose candidate dogs to new stimuli and teach obedience skills away from the school. As there is little objective data about puppies' experiences with raisers, there is great potential in providing analytical insight during this important developmental period. We present a collar-based sensor system to remotely collect various sensor data to derive higher-level analytics describing behaviors and environments. We interviewed guide dog experts to refine and develop metrics derivable from sensor data. With the collar system, we collected training data and generated machine learning models to capture these metrics in order to remotely provide insight remotely at wide scale insight about puppies raised by volunteers." @default.
- W3136179265 created "2021-03-29" @default.
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- W3136179265 date "2020-11-10" @default.
- W3136179265 modified "2023-09-23" @default.
- W3136179265 title "Behavioral and Environmental Analytics from Potential Guide Dogs with IoT Sensor Data Informed by Expert Insight" @default.
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- W3136179265 doi "https://doi.org/10.1145/3446002.3446121" @default.
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