DomAIn: Towards Programless Smart Homes

We are far from the full adoption of smart home technologies, let alone realizing truly intelligent homes. There are many barriers preventing homeowners from fully adopting smart home technologies, chief among them being their low perceived usefulness (PU) and perceived ease of use (PEoU). Current smart home ecosystems and frameworks only support simple triggers and require homeowners to specify step-by-step logic or purchase new devices to automate new tasks, which severely limits the PU and PEoU of these technologies. We propose DomAIn, a smart home platform that automatically generates, programs, and deploys logic to satisfy a wide range of home-based tasks based on available devices in the home environment, without requiring users to manually "program" any logic. We demonstrate through real deployments and user studies that by incorporating DomAIn, a platform that reduces the need for users to program logic, we can significantly improve a variety of factors that affect PU and PEoU, such as customizability and complexity, by up to 38%, as well as satisfy a diverse range of tasks in home scenarios.

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Publication Details

Published
2025-05-03
DOI
https://doi.org/10.1145/3722570.3726888
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

DomAIn: Towards Programless Smart Homes

Minghui Zhao, Kaiyuan Hou, Yiting Zhang, Stephen Xia et al.
Context-Aware Activity Recognition Systems
article

DomAIn: Towards Programless Smart Homes

Minghui Zhao, Kaiyuan Hou, Yiting Zhang, Stephen Xia, Xiaofan Jiang, Jingping Nie, Yueyuan Sui, Yanchen Liu
article en

Abstract

We are far from the full adoption of smart home technologies, let alone realizing truly intelligent homes. There are many barriers preventing homeowners from fully adopting smart home technologies, chief among them being their low perceived usefulness (PU) and perceived ease of use (PEoU). Current smart home ecosystems and frameworks only support simple triggers and require homeowners to specify step-by-step logic or purchase new devices to automate new tasks, which severely limits the PU and PEoU of these technologies. We propose DomAIn, a smart home platform that automatically generates, programs, and deploys logic to satisfy a wide range of home-based tasks based on available devices in the home environment, without requiring users to manually "program" any logic. We demonstrate through real deployments and user studies that by incorporating DomAIn, a platform that reduces the need for users to program logic, we can significantly improve a variety of factors that affect PU and PEoU, such as customizability and complexity, by up to 38%, as well as satisfy a diverse range of tasks in home scenarios.

Columbia University (US)
Openalex Percentile: Top 92%
Context-Aware Activity Recognition Systems
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DomAIn: Towards Programless Smart Homes — Minghui Zhao, Kaiyuan Hou, et al. · (2025) | TGRS Research Map | TGRS