scholarly journals Towards the Internet of Behaviors in Smart Cities through a Fog-To-Cloud Approach

2021 ◽  
Vol 2 (4) ◽  
pp. 273-284
Author(s):  
Antonio Salis
Keyword(s):  
Machine Learning ◽  
Smart Cities ◽  
Fog Computing ◽  
The Internet ◽  
Cloud Platform ◽  
People Tracking ◽  
The Social ◽  
Android App ◽  
The Impact ◽  
Essential Path

Recent advances in Internet of Things (IoT) and the rising of the Internet of Behavior (IoB) have made it possible to develop real-time improved traveler assistance tools for mobile phones, assisted by cloud-based machine learning, and using fog computing in between IoT and the Cloud. Within the Horizon2020-funded mF2C project an Android app has been developed exploiting the proximity marketing concept and covers the essential path through the airport onto the flight, from the least busy security queue through to the time to walk to gate, gate changes, and other obstacles that airports tend to entertain travelers with. It gives chance to travelers to discover the facilities of the airport, aided by a recommender system using machine learning, that can make recommendations and offer voucher according with the traveler’s preferences or on similarities to other travelers. The system provides obvious benefits to the airport planners,  not only people tracking in the shops area, but also aggregated and anonymized view, like heat maps that can highlight bottlenecks in the infrastructure, or suggest situations that require intervention, such as emergencies. With the emerging of the COVID pandemic the tool could be adapted to help in the social distancing to guarantee safety. The use of the fog-to-cloud platform and the fulfilling of all centricity and privacy requirements of the IoB give evidence of the impact of the solution. Doi: 10.28991/HIJ-2021-02-04-01 Full Text: PDF

scholarly journals Influence of Montoring: Fog and Edge Computing

2019 ◽  
Vol 20 (2) ◽  
pp. 365-376 ◽  
Author(s):  
Vivek Kumar Prasad ◽  
Madhuri D Bhavsar ◽  
Sudeep Tanwar
Keyword(s):  
Internet Of Things ◽  
Fog Computing ◽  
The Internet ◽  
Cloud Platform ◽  
The World ◽  
Iot Devices ◽  
Edge And Fog Computing ◽  
The Impact ◽  
The Internet Of Things

The evolution of the Internet of Things (IoT) has augmented the necessity for Cloud, edge and fog platforms. The chief benefit of cloud-based schemes is they allow data to be collected from numerous services and sites, which is reachable from any place of the world. The organizations will be benefited by merging the cloud platform with the on-site fog networks and edge devices and as result, this will increase the utilization of the IoT devices and end users too. The network traffic will reduce as data will be distributed and this will also improve the operational efficiency. The impact of monitoring in edge and fog computing can play an important role to efficiently utilize the resources available at these layers. This paper discusses various techniques involved for monitoring for edge and fog computing and its advantages. The paper ends with a case study to demonstarte the need of monitoring in fog and edge in the healthcare system.

HuDA_COVID Human Disposition Analysis during COVID-19 using Machine Learning

2022 ◽  
Vol 13 (2) ◽  
pp. 0-0
Keyword(s):  
Machine Learning ◽  
Health Status ◽  
Human Life ◽  
Age Groups ◽  
Psychological Needs ◽  
Mass Survey ◽  
Negative Effects ◽  
Methodical Approach ◽  
The Social ◽  
The Impact

Coronavirus has greatly impacted various aspects of human life, including human psychology & human disposition. In this paper, we attempted to analyze the impact of the COVID-19 pandemic on human health. We propose Human Disposition Analysis during COVID-19 using machine learning (HuDA_COVID), where factors such as age, employment, addiction, stress level are studied for human disposition analysis. A mass survey is conducted on individuals of various age groups, regions & professions, and the methodology achieved varied accuracy ranges of 87.5% to 98%. The study shows people are worried about lockdown, work & relationships. Furthermore, 23% of the respondents have not had any effect. 45% and 32% have had positive and negative effects, respectively. It is a novel study in human disposition analysis in COVID-19 where a novel weighted assignment indicating the health status is also proposed. HuDA_COVID clearly indicates a need for a methodical approach towards the human psychological needs to help the social organizations formulating holistic interventions for affected individuals.

Accounting for Noise Pollution in Planning of Smart Cities

2016 ◽  
pp. 149-196 ◽  
Author(s):  
A.W.A. Hammad ◽  
A. Akbarnezhad ◽  
D. Rey
Keyword(s):  
Urban Planning ◽  
Environmental Sustainability ◽  
Urban Areas ◽  
Smart Cities ◽  
Noise Pollution ◽  
Urban Setting ◽  
Pollution Level ◽  
The Social ◽  
Urban Planning And Development ◽  
The Impact

The incorporation of sustainable design measures in urban planning and development has been steadily increasing in the recent years. Achieving a sustainable urban environment requires accounting for the economic, environmental and social impacts of the development involved. An important factor affecting the social and environmental sustainability of urbanised areas which is commonly overlooked in urban planning is the noise pollution level. Despite the proven impacts of noise pollution on the general wellbeing of individuals within an urban setting, there remains a lack of systematic methods to integrate the impact of noise within the design of urban areas. This chapter seeks to raise awareness of the issue of noise pollution in urban settings while proposing novel approaches for its incorporation as a design parameter in planning the layout of smart cities.

The Impact of the Internet on Political Activism

2011 ◽  
pp. 3371-3388
Author(s):  
Pippa Norris
Keyword(s):  
Civic Engagement ◽  
Political Activism ◽  
Social Characteristics ◽  
The Internet ◽  
Political Consequences ◽  
Internet Users ◽  
The Social ◽  
Use Of The Internet ◽  
The Public Sphere ◽  
The Impact

The core issue for this study concerns less the social than the political consequences of the rise of knowledge societies; in particular, the capacity of the Internet for strengthening democratic participation and civic engagement linking citizens and government. To consider these issues, Part I summarizes debates about the impact of the Internet on the public sphere. The main influence of this development, as it is theorized in a market model, will be determined by the “supply” and “demand” for electronic information and communications about government and politics. Demand, in turn, is assumed to be heavily dependent upon the social characteristics of Internet users and their prior political orientations. Given this understanding, the study predicts that the primary impact of knowledge societies in democratic societies will be upon facilitating cause-oriented and civic forms of political activism, thereby strengthening social movements and interest groups, more than upon conventional channels of political participation exemplified by voting, parties, and election campaigning. Part II summarizes the sources of survey data and the key measures of political activism used in this study, drawing upon the 19-nation European Social Survey, 2002. Part III examines the evidence for the relationship between use of the Internet and indicators of civic engagement. The conclusion in Part IV summarizes the results and considers the broader implications for governance and democracy.

The Impact of the Internet on Political Activism

2008 ◽  
pp. 889-904
Author(s):  
Pippa Norris
Keyword(s):  
Civic Engagement ◽  
Political Activism ◽  
Social Characteristics ◽  
The Internet ◽  
Political Consequences ◽  
Internet Users ◽  
The Social ◽  
Use Of The Internet ◽  
The Public Sphere ◽  
The Impact

The core issue for this study concerns less the social than the political consequences of the rise of knowledge societies; in particular, the capacity of the Internet for strengthening democratic participation and civic engagement linking citizens and government. To consider these issues, Part I summarizes debates about the impact of the Internet on the public sphere. The main influence of this development, as it is theorized in a market model, will be determined by the “supply” and “demand” for electronic information and communications about government and politics. Demand, in turn, is assumed to be heavily dependent upon the social characteristics of Internet users and their prior political orientations. Given this understanding, the study predicts that the primary impact of knowledge societies in democratic societies will be upon facilitating cause-oriented and civic forms of political activism, thereby strengthening social movements and interest groups, more than upon conventional channels of political participation exemplified by voting, parties, and election campaigning. Part II summarizes the sources of survey data and the key measures of political activism used in this study, drawing upon the 19-nation European Social Survey, 2002. Part III examines the evidence for the relationship between use of the Internet and indicators of civic engagement. The conclusion in Part IV summarizes the results and considers the broader implications for governance and democracy.

The Impact of New Technology on Society and Workforce in Production in the Era of Industry 4.0

2021 ◽  
pp. 1202-1218
Author(s):  
Cem Zafer ◽  
Pelin Vardarlier
Keyword(s):  
Human Resources ◽  
Social Structure ◽  
20Th Century ◽  
Industry 4.0 ◽  
Industrial Revolution ◽  
New Technology ◽  
The Internet ◽  
Initial Stage ◽  
The Social ◽  
The Impact

The industrial revolution, which took place in the 20th century, is the first step of similar developments in the ongoing centuries. In the first steps of this century, the use of steam machines in production is the first steps of a more serial and systematic production structure. With the advancing developments up to the industrial revolution or Industry 4.0, a structure quite different from the initial stage was formed. In the most general sense, the Industry 4.0 structure, defined as the internet of objects, emerges with a more systematic and self-functioning structure discourse in its production activities, but its effects are not only related to production activities. As a matter of fact, the use of Industry 4.0 at the point reached, human resources, employment, social classes, communities, and so on. It is thought to be effective on the structures. In this context, in this study, the effects of the social impacts of these processes and the ways in which Industry 4.0 can create a social structure have been explained.

The Impact of the Internet on Political Activism

2007 ◽  
pp. 22-43
Author(s):  
Pippa Norris
Keyword(s):  
Civic Engagement ◽  
Political Activism ◽  
Social Characteristics ◽  
The Internet ◽  
Political Consequences ◽  
Internet Users ◽  
The Social ◽  
Use Of The Internet ◽  
The Public Sphere ◽  
The Impact

The core issue for this study concerns less the social than the political consequences of the rise of knowledge societies; in particular, the capacity of the Internet for strengthening democratic participation and civic engagement linking citizens and government. To consider these issues, Part I summarizes debates about the impact of the Internet on the public sphere. The main influence of this development, as it is theorized in a market model, will be determined by the “supply” and “demand” for electronic information and communications about government and politics. Demand, in turn, is assumed to be heavily dependent upon the social characteristics of Internet users and their prior political orientations. Given this understanding, the study predicts that the primary impact of knowledge societies in democratic societies will be upon facilitating cause-oriented and civic forms of political activism, thereby strengthening social movements and interest groups, more than upon conventional channels of political participation exemplified by voting, parties, and election campaigning. Part II summarizes the sources of survey data and the key measures of political activism used in this study, drawing upon the 19-nation European Social Survey, 2002. Part III examines the evidence for the relationship between use of the Internet and indicators of civic engagement. The conclusion in Part IV summarizes the results and considers the broader implications for governance and democracy.

Desain Banyumas Smart City Berbasis Internet of Things (IoT) Menggunakan Fog Computing Architecture

2020 ◽  
Vol 1 (1) ◽  
pp. 7-13
Author(s):  
Bayu Prastyo ◽  
Faiz Syaikhoni Aziz ◽  
Wahyu Pribadi ◽  
A.N. Afandi
Keyword(s):  
Internet Of Things ◽  
Real Time ◽  
Communication Technology ◽  
Smart City ◽  
Communication Systems ◽  
Intelligent System ◽  
Smart Cities ◽  
Fog Computing ◽  
The Internet ◽  
Traffic Lights

Internet use in Banyumas Regency is now increasingly diverse according to the demands of the needs. The development of communication technology raises various aspects that also develop. For example, the use of the internet for a traffic light control system so that it can be adjusted according to the settings and can be monitored in real time. In the development of communication technology, the term Internet of Things (IoT) emerged as the concept of extending the benefits of internet communication systems to give impulses to other systems. In other words, IoT is used as a communication for remote control and monitoring by utilizing an internet connection. The Internet of Things in the era is now being developed to create an intelligent system for the purposes of controlling various public needs until the concept of the smart city emerges. Basically, smart cities utilize internet connections for many purposes such as controlling CCTV, traffic lights, controlling arm robots in the industry and storing data in hospitals. If the system is carried out directly from the device to the central server, there will be a very long queue of data while the system created requires speed and accuracy of time so that a system is needed that allows sufficient data control and processing to be carried out on network edge users. Then fog Computing is used with the hope that the smart city system can work with small latency values ​​so that the system is more real-time in sending or receiving data.

scholarly journals Social Media Analytics of the Internet of Things

2021 ◽  
Author(s):  
Jim Scheibmeir ◽  
Yashwant K. Malaiya
Keyword(s):  
Machine Learning ◽  
Social Media ◽  
Internet Of Things ◽  
Smart Cities ◽  
The Internet ◽  
Social Media Analytics ◽  
Learning Methods ◽  
Machine Learning Methods ◽  
Internet Of Things Technology ◽  
The Internet Of Things

Abstract The Internet of Things technology offers convenience and innovation in areas such as smart homes and smart cities. Internet of Things solutions require careful management of devices and the risk mitigation of potential vulnerabilities within cyber-physical systems. The Internet of Things concept, its implementations, and applications are frequently discussed on social media platforms. This article illuminates the public view of the Internet of Things through a content-based analysis of contemporary conversations occurring on the Twitter platform. Tweets can be analyzed with machine learning methods to converge the volume and variety of conversations into predictive and descriptive models. We have reviewed 684,503 tweets collected in a two-week period. Using supervised and unsupervised machine learning methods, we have identified interconnecting relationships between trending themes and the most mentioned industries. We have identified characteristics of language sentiment which can help to predict popularity within the realm of IoT conversation. We found the healthcare industry as the leading use case industry for IoT implementations. This is not surprising as the current Covid-19 pandemic is driving significant social media discussions. There was an alarming dearth of conversations towards cybersecurity. Only 12% of the tweets relating to the Internet of Things contained any mention of topics such as encryption, vulnerabilities, or risk, among other cybersecurity-related terms.

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