Internet of Things and Enhanced Living Environments: Measuring and Mapping Air Quality Using Cyber-physical Systems and Mobile Computing Technologies

Marques, Gonçalo; Miranda, Nuno; Bhoi, Akash Kumar; Garcia‐Zapirain, Begonya; Hamrioui, Sofiane; Díez, Isabel de la Torre

doi:10.3390/s20030720

Cited by 66 publications

(21 citation statements)

References 110 publications

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“…The proposed framework includes the following 6 layers: All 6 layers are dedicated to performing predefined functionalities to realize all objectives of the proposed framework. Initially, the Physical Layer constitutes various physical devices like smart watches, Mobile phones, Embedded ID cards, Sensors and other IoT devices to generate data in real-time [15]. Data Perception Layer sensed the data in a real-time ambient environment in respect of stakeholder presence with the respective timestamp and location-stamp for ubiquitous monitoring [16].…”

Section: Proposed Frameworkmentioning

confidence: 99%

IoT Inspired Intelligent Monitoring and Reporting Framework for Education 4.0

et al. 2021

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Education 4.0 contemplates the involvement of emerging technologies like IoT (Internet of Things), Fog and cloud computing. Ubiquitous real-time monitoring under the challenging environment of an educational institution is the key requirement for proper implementation of Education 4.0 around the world. Conspicuously, this research presents a novel monitoring and irregularity detection framework for educational institutions. In this research, acquisition of data while deploying IoT is being suggested in the comprehensive environs of the educational institutions. Pre-processing of acquired data for feature extraction is implemented using the Fog-Cloud nodes. Subsequently, the Temporal Chunk (TC)which is articulated with Temporal Data mining, is further employed to detect irregularities based on SoTL (Set of threshold limits)and HAA (Historical Adversity Approximation). Successively, Multi-Layered Bi-Directional Long Short Term Memory (M-Bi-LSTM) oriented irregularity prediction model is deployed. Furthermore, a fog-inspired alert generation and reporting module are employed for real-time reporting to notify the concerned stakeholder for in-time preventive action corresponding to predicted irregularity. To authenticate the proposed framework and to avoid the experimental implementation cost, the experimental simulations are performed. The experimental results verify that the proposed framework is capable to perform better in comparison to other contemporary decision-making methods for Delay Efficiency, Data Classification, Irregularity Prediction and System Stability. Moreover, the proposed framework can successfully estimate most of the irregularities in an educational environment and provide support for the proper implementation of Education 4.0 in a proficient and realistic manner.

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Section: Proposed Frameworkmentioning

confidence: 99%

IoT Inspired Intelligent Monitoring and Reporting Framework for Education 4.0

et al. 2021

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“…Science-related learning that takes place in such informal and out-of-school contexts [9] is usually called 'Informal Science Learning (ISL)'. ISL activities encompass a wide variety of activities, such as participating in exhibits and programs provided in science museum visits, science camps and events, extracurricular programming, and science lectures [6,9], healthcare [23][24][25][26][27][28][29][30][31][32][33][34][35][36][37][38][39]. Through ISL education, students learn to think, act and communicate as members of a community to solve a given problem [7].…”

Section: Introductionmentioning

confidence: 99%

A longitudinal study on how informal science learning is applied in generic learning outcomes (GLO)

2021

ilkonline

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Education in the informal educational environment is very important in terms of be ing able to provide essential knowledge that formal education cannot provide. But the reality is that there is no research on how the study of ISL has been done from the past to the present. Thus, this paper seeks to compare and analyze the recent research trends of paper s relating to ISL published within a specific timeframe. The target research papers for analysi s are based on ISL-related academic dissertations, articles and research reports, which were l ocated via Google and Google Scholar, within the period of 2010 to 2019. Each research pap er was classified into 8 indicators: 'Paper Type', 'ISL Type', 'Research Design', 'Subject of stud y', 'GLO Type' and 'Country', which were then analyzed accordingly and tested for suitability through 'Chi-Square Test'. The study of ISL was led by the United States and the United Kin gdom and there was no significant difference by year. Most of the research samples tended t o converge towards 'Empirical research articles' and 'Position papers', with studies on ISL als o mostly containing information related to advice, recommendation and support. It was found that the researchers were using ISL in order to pursue 'Knowledge and Understanding' and 'Attitudes and Values', of the 5 indicators of the 'GLO'. In contrast, they were found to have the least expectations for 'Skills' and 'Enjoyment, Inspiration and Creativity', suggesting the n eed for future improvement in these areas. Although this paper suffers from limitation with r egards to time period as it focuses on research work published from 2010 to 2019, it attem pts to suggest a direction for program development and research for various educational prac titioners working in 'ISL'. Also, it hopes to provide a good opportunity for institutions using 'ISL' in the field, as well as teachers and future researchers.

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“…Consequently, we can expect that mobile website quality will improve hospital image. Several healthcare related studies [20][21][22][23][24][25][26][27][28][29][30][31][32][33][34][35][36] also considered.…”

Section: Introductionmentioning

confidence: 99%

Effect of hospital mobile website quality and service scape perceived by medical tourists on hospital image and revisit intention - focusing on Chinese medical tourists

Ko¹

2021

ilkonline

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This study intends to analyze the effect of hospital mobile website quality, service scape on hospital image and revisit intention using Chinese medical tourists. This research conducted a survey to Chinese medical tourists from January 17 to 22, 2019. By distributing 150 copies of the questionnaire to them in cosmetic surgery and dermatology clinics in Seoul, and collected 147 of them. Excluding 20 copies that had missing values, this research used 127 copies for final analysis. Collected data were analyzed using statistical programs like SPSS 21.0, and AMOS 22.0. The conclusion about the findings and suggestions are as follows. First, among the kinds of hospital website quality, information quality (H1-1) and system design quality (H1-3) have significant positive effects on hospital image. That is, the more tourists positively perceive information on the hospital, on the medical team of the hospital, on surgery process, and on the effects of surgery, the higher their image of the hospital gets. And the more they perceive the type style, colors, layout, and buttons of the website as convenient and useful, the higher their image of the hospital gets. Meanwhile, among the kinds of mobile website quality, reservation and tourism service were found not to affect hospital image. Second, H2 was partially adopted. Among ambient factor, design factor, and social factor of hospital service scape, design factor and social factor were found to significantly affect hospital image. Third, it was found that hospital image has positive effect on revisit intention, and willingness to encourage the hospital to others among medical tourists.

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Internet of Things and Enhanced Living Environments: Measuring and Mapping Air Quality Using Cyber-physical Systems and Mobile Computing Technologies

Cited by 66 publications

References 110 publications

IoT Inspired Intelligent Monitoring and Reporting Framework for Education 4.0

IoT Inspired Intelligent Monitoring and Reporting Framework for Education 4.0

A longitudinal study on how informal science learning is applied in generic learning outcomes (GLO)

Effect of hospital mobile website quality and service scape perceived by medical tourists on hospital image and revisit intention - focusing on Chinese medical tourists

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