دسته بندی:

اینترنت اشیاء - Internet of Things

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سال انتشار:

2022

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عنوان انگلیسی مقاله:

IoT-based Prediction Models in the Environmental Context: A Systematic Literature Review

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ترجمه فارسی عنوان مقاله:

مدل‌های پیش‌بینی مبتنی بر اینترنت اشیا در زمینه محیطی: مروری بر ادبیات سیستماتیک

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منبع:

ScienceDirect- Elsevier- Internet of Things, Corrected proof, 100612: doi:10:1016/j:iot:2022:100612

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نویسنده:

Sofia Polymeni, Evangelos Athanasakis, Georgios Spanos, Konstantinos Votis, Dimitrios Tzovaras

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چکیده انگلیسی:

Undoubtedly, during the last years climate change has alerted the research community of the natural environment sector. Furthermore, the advent of Internet of Things (IoT) paradigm has enhanced the research activity in the environmental field offering low-cost sensors. Moreover, artificial intelligence and more specifically, statistical and machine learning methodologies have proved their predictive power in many disciplines and various real-world problems. As a result of the aforementioned, many scientists of the environmental research field have performed prediction models exploiting the strength of IoT data. Hence, insightful information could be extracted from the review of these research works and for this reason, a Systematic Literature Review (SLR) is introduced in the present manuscript in order to summarize the recent studies of the field under specific rules and constraints. From the SLR, 54 primary studies have been extracted during 2017-2021. The analysis showed that many IoT-based prediction models have been applied the previous years in 10 different environmental issues, presenting in the majority of the primary studies promising results.
keywords: Natural Environment | Internet of Things | Prediction Models | Systematic Literature Review

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قیمت: رایگان

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توضیحات اضافی:

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