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Thu thập dữ liệu cảm biến di động×Mobile Experience Sampling×
Lĩnh vựcPhương pháp luận khảo sátPhương pháp luận khảo sát
HọProcess / pipelineProcess / pipeline
Năm ra đờiMid-2000s (smartphone-era formalization ~2006–2010)1983
Người khởi xướngAndrew Campbell, Tanzeem Choudhury, and colleagues (early smartphone sensing research); broader field of ubiquitous computingMihaly Csikszentmihalyi & Reed Larson
LoạiPassive and active quantitative data collection techniqueIntensive longitudinal data collection technique
Công trình gốcLane, N. D., Miluzzo, E., Lu, H., Peebles, D., Choudhury, T., & Campbell, A. T. (2010). A survey of mobile phone sensing. IEEE Communications Magazine, 48(9), 140–150. 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 khácmobile sensing, smartphone sensor data collection, wearable sensor data collection, passive mobile data collectionESM, Experience Sampling Method, Ecological Momentary Assessment, EMA
Liên quan45
Tóm tắtMobile sensor data collection uses the built-in sensors of smartphones, tablets, or wearable devices to capture behavioral, physiological, and environmental data in real-world settings. Sensors such as accelerometers, GPS, heart rate monitors, ambient light detectors, and microphones record data passively or on demand, enabling researchers to study human behavior with high temporal resolution outside the laboratory.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: Mobile Sensor Data Collection · Mobile Experience Sampling. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare