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모바일 센서 데이터 수집×API 기반 데이터 수집×
분야조사방법론조사방법론
계열Process / pipelineProcess / pipeline
기원 연도Mid-2000s (smartphone-era formalization ~2006–2010)2000s–2010s (formalized as a research method)
창시자Andrew Campbell, Tanzeem Choudhury, and colleagues (early smartphone sensing research); broader field of ubiquitous computingEmerged from computational social science and web 2.0 platform practices
유형Passive and active quantitative data collection techniqueDigital data collection technique
원전Lane, 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 ↗Salganik, M. J. (2018). Bit by Bit: Social Research in the Digital Age. Princeton University Press. ISBN: 9780691158648
별칭mobile sensing, smartphone sensor data collection, wearable sensor data collection, passive mobile data collectionAPI data harvesting, API-driven data collection, programmatic data retrieval, API research data collection
관련45
요약Mobile 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.API-based data collection is a systematic technique in which a researcher sends structured requests to an application programming interface to retrieve data automatically from digital platforms, databases, or services. It is the primary method used in computational social science to gather large-scale social media records, government open data, financial data streams, and scientific repository content in machine-readable formats such as JSON or XML, enabling reproducible and scalable data acquisition that manual collection cannot match.
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ScholarGate방법 비교: Mobile Sensor Data Collection · API-based Data Collection. 2026-06-15에 다음에서 검색함: https://scholargate.app/ko/compare