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Thu thập dữ liệu cảm biến×Mobile Experience Sampling×
Lĩnh vựcPhương pháp luận khảo sátPhương pháp luận khảo sát
HọProcess / pipelineProcess / pipeline
Năm ra đời1990s–2000s (widespread deployment with IoT ~2000s)1983
Người khởi xướngMultidisciplinary; sensor networks formalized in engineering and computer science from the 1990s onwardMihaly Csikszentmihalyi & Reed Larson
LoạiQuantitative / mixed data collection techniqueIntensive longitudinal data collection technique
Công trình gốcChong, C.-Y., & Kumar, S. P. (2003). Sensor networks: Evolution, opportunities, and challenges. Proceedings of the IEEE, 91(8), 1247–1256. DOI ↗Csikszentmihalyi, M., & Larson, R. (1987). Validity and reliability of the Experience-Sampling Method. Journal of Nervous and Mental Disease, 175(9), 526–536. DOI ↗
Tên gọi khácsensor measurement, instrumented data collection, physical sensor logging, IoT data collectionESM, Experience Sampling Method, Ecological Momentary Assessment, EMA
Liên quan55
Tóm tắtSensor data collection uses physical or digital instruments to automatically capture quantitative measurements from the environment, human bodies, or machines over time. Common sensors measure temperature, motion, heart rate, location, light, sound, or chemical properties. Because the recording is automated and continuous, the method can produce high-frequency datasets with minimal researcher burden, making it central to IoT, environmental monitoring, wearable research, and behavioral studies.Mobile Experience Sampling (ESM) is an intensive longitudinal data-collection technique in which participants respond to brief, repeated questionnaires delivered to their smartphones at random or scheduled intervals throughout the day. By capturing thoughts, feelings, behaviors, and context at or near the moment they occur, ESM minimises retrospective recall bias and provides a high-resolution picture of psychological and behavioral fluctuations in everyday life.
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ScholarGateSo sánh phương pháp: Sensor Data Collection · Mobile Experience Sampling. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare