scholarly journals Driving Behaviour Analysis Using Machine and Deep Learning Methods for Continuous Streams of Vehicular Data

Sensors ◽  
2021 ◽  
Vol 21 (14) ◽  
pp. 4704
Author(s):  
Nikolaos Peppes ◽  
Theodoros Alexakis ◽  
Evgenia Adamopoulou ◽  
Konstantinos Demestichas
Keyword(s):  
Deep Learning ◽  
Fuel Consumption ◽  
Information And Communication Technologies ◽  
Learning Algorithms ◽  
Communication Technologies ◽  
Point Of View ◽  
Driving Behaviour ◽  
Information And Communication ◽  
Reduction Of Co2 ◽  
The Given

In the last few decades, vehicles are equipped with a plethora of sensors which can provide useful measurements and diagnostics for both the vehicle’s condition as well as the driver’s behaviour. Furthermore, the rapid increase for transportation needs of people and goods together with the evolution of Information and Communication Technologies (ICT) push the transportation domain towards a new more intelligent and efficient era. The reduction of CO2 emissions and the minimization of the environmental footprint is, undeniably, of utmost importance for the protection of the environment. In this light, it is widely acceptable that the driving behaviour is directly associated with the vehicle’s fuel consumption and gas emissions. Thus, given the fact that, nowadays, vehicles are equipped with sensors that can collect a variety of data, such as speed, acceleration, fuel consumption, direction, etc. is more feasible than ever to put forward solutions which aim not only to monitor but also improve the drivers’ behaviour from an environmental point of view. The approach presented in this paper describes a holistic integrated platform which combines well-known machine and deep learning algorithms together with open-source-based tools in order to gather, store, process, analyze and correlate different data flows originating from vehicles. Particularly, data streamed from different vehicles are processed and analyzed with the utilization of clustering techniques in order to classify the driver’s behaviour as eco-friendly or not, followed by a comparative analysis of supervised machine and deep learning algorithms in the given labelled dataset.

scholarly journals Business ideas in start-ups

2020 ◽  
Vol 83 ◽  
pp. 01063
Author(s):  
Štefan Slávik
Keyword(s):  
Information And Communication Technologies ◽  
New Technologies ◽  
Legal Protection ◽  
Communication Technologies ◽  
Point Of View ◽  
The Internet ◽  
Development Cycle ◽  
Start Up ◽  
Information And Communication ◽  
Start Ups

Start-up is a modern entrepreneurship form designed to realize original business ideas, mostly based on new technologies and the Internet. It evolves in the development cycle, which is determined by the business idea development cycle and the financing cycle. The purpose of the paper is to describe and analyse the business idea. The business idea is characterized by its content, circumstances of its origin, degree of originality and evidence of this originality. Start-ups are dominated by business ideas based on the application of information and communication technologies, the business idea is most often created by combining professional and business experience, but its originality is from the international point of view only average and the level of legal protection is quite rare.

scholarly journals CONTENT AND DIRECTIONS OF ANTIBULING POLICY AT SCHOOL

2021 ◽  
Vol 7 (4) ◽  
pp. 18-27
Author(s):  
Yulia Udovenko ◽  
◽  
Evgeniya Gladyshko ◽  
Keyword(s):  
Information And Communication Technologies ◽  
Educational Institution ◽  
Communication Technologies ◽  
Integrated Approach ◽  
Educational Process ◽  
Point Of View ◽  
Bullying Policy ◽  
Official Position ◽  
Foreign Countries ◽  
Information And Communication

The article is devoted to the problem of bullying and anti-bullying policy in school institutions. The problem of bullying, from a scientific point of view, began to be studied at the end of the 20th century. Today, this issue is covered in all laws and programs related to ensuring a safe educational environment for participants in the educational process. Bullying, as a social and pedagogical problem, has been actively studied since the beginning of the development of information and communication technologies, which contributed to the rapid dissemination of not only verbal, but also media information: photo and video facts about manifestations of bullying between children. The article presents the results of the research "Unicef", "La Strada-Ukraine", which indicate the prevalence of the phenomenon of bullying among children. The essence of the concept of "bullying" is revealed, as well as categories that are close in meaning: "violence", "aggression", "bullying", "bullying", "conflict". The structural components of the roles of the bullying process are described: initiators or offenders, helpers of offenders, defenders of the victim, victims and observers. The article provides data on anti-bulging programs in foreign countries and focuses on the problem of anti-bulging policy in educational institutions of our country. Three main approaches that make up the anti-bullying policy of schools are analyzed: disciplinary, restorative and an integrated approach, which is implemented using two directions: managerial and educational. The directions of anti-bullying policy at school are presented, namely managerial and educational. The managerial direction is organized and implemented by the head of the educational institution. The constituent components of activities in this area are an analysis of the current situation in an educational institution, the development of an official position of the institution regarding bullying and informing all participants in the educational process about it, the development of rules of conduct for all participants in the educational process and informing about them, defining the responsibilities and responsibilities of participants educational process in relation to the rules of safe behavior in an educational institution, instructing employees, students and parents. Whereas the educational direction is characterized by informing, explaining, developing the skills of tolerance and non-violent communication of all participants in the educational process.

scholarly journals PROFESSIONAL COMPETENCE OF FUTURE SPECIALISTS IN INFORMATION AND COMMUNICATION TECHNOLOGIES: QR CODING IN STUDENT LEARNING

2019 ◽  
Vol 5 (57) ◽  
pp. 33-35
Author(s):  
A. Hafiiak ◽  
O. Shefer ◽  
E. Borodina ◽  
S. Alyoshin
Keyword(s):  
Information And Communication Technologies ◽  
Professional Competence ◽  
Communication Technologies ◽  
Point Of View ◽  
Quality Level ◽  
It Education ◽  
Information And Communication ◽  
Student Training ◽  
Definition Of

The article explores modern information and telecommunication technologies, which are the basis of information processes in education. The fundamentals of improving the quality of student training from the point of view of the development of a vocational education system are investigated. The authors explore the definition of an innovative educational environment. It is proved that professional IT education is the basis for improving its quality level and has certain advantages over other types of knowledge, providing flexibility due to modern technological features, including the use of QR coding information.

Methodological Bases of Competence Preferences Necessary for a Vocal Teacher in the Formation of Vocal and Auditory Skills in a Modern Dissonant Sound Environment

2020 ◽  
Vol 19 (3) ◽  
pp. 85-92
Author(s):  
S.S. Aksenova ◽  
Keyword(s):  
Information And Communication Technologies ◽  
Mass Culture ◽  
Communication Technologies ◽  
Vocal Pedagogy ◽  
Point Of View ◽  
Modern World ◽  
Teaching Methodology ◽  
New Information ◽  
Sound Environment ◽  
Information And Communication

in the modern world, the problems of improving vocal pedagogy and methodological developments in the field of training future singers and vocal teachers should be considered not only from the point of view of the traditional classical school of singing described in the works of famous scientists, but also together with new information and communication technologies that have already firmly entered various fields of pedagogy and mass culture. It will be a mistake to oppose the fundamental vocal teaching methodology, which gives new generations of students a solid basis for the formation of vocal competencies, new pedagogical approaches in the field of hearing development using modern information and digital technologies. The task of modern methodist scientists is to combine classics and modernity, traditions and innovations in order to form new competencies among vocalist students, future performers and teachers.

Institutional Isomorphism and New Technologies

2011 ◽  
pp. 2066-2071 ◽  
Author(s):  
Francesco Amoretti ◽  
Fortunato Musella
Keyword(s):  
Information Technology ◽  
Information And Communication Technologies ◽  
New Technologies ◽  
Communication Technologies ◽  
Point Of View ◽  
Institutional Isomorphism ◽  
Social Construct ◽  
Cognitive Frames ◽  
Related Information ◽  
Information And Communication

Technological factor is mainly underestimated in the literature on institutions and organizations. Although organizational studies and information technology are disciplines dedicated respectively to studying socio-political and technical aspects of organizing, cross-fertilization among such fields has remained quite limited. Only rarely the variable of technology has been interpreted as a crucial element for explaining institutional uniformity. From a more general point of view, changing technical factors have been considered “relatively unimportant sources of organizational change in a mature organizational field” (Yang, 2003, p. 433). Only after the spread of the information and communication technologies (ICTs), a good number of studies has started to consider the relationships among information technology and organizational structure (Guthrie, 1999). Neo-institutional analysis on the use of information technology was mostly directed at showing how the embeddedness of organizational actors “in cognitive, cultural, social, and institutional structures influences the design, perceptions, and uses of the Internet and related [information technology]” (Fountain, 2001, p. 88). Therefore, it can been argued that most of the literature on this field concerns the way in which technology represents a social construct, because it shows that any technological application is strongly influenced by social aspects, such as cognitive frames, political culture, local traditions and so forth. Yet, a few contributions have been dedicated until now to investigate how institutions change through the introduction of new technologies. Although technological innovation is said to be the source of variation in a given institutional context, as “new technology offers new possibilities for solving problems [and] new practices arise when innovative organizations take advantage of its novel benefits” (Leblebici, 1991, p. 335), little attention is focused on technological variables. Despite such disregard, in the following article some examples of the strategic use of information and communication technologies will be included, with specific reference to pressures exerted by ICTs for producing “institutional isomorphism.”

(De)Constructing Bridges for Development and Innovation: Intercultural Concerns Regarding ICT4D

2020 ◽  
Vol 64 (13) ◽  
pp. 1921-1932
Author(s):  
Laura Soledad Norton
Keyword(s):  
Information And Communication Technologies ◽  
Cultural Psychology ◽  
Communication Technologies ◽  
Point Of View ◽  
Research Issues ◽  
Social Actors ◽  
Information And Communication

The purpose of this paper is to offer some critical comments about the collected articles, by introducing a point of view inspired by cultural psychology concerning information and communication technologies for development (ICT4D) research issues. This conception of ICTs highlights three fundamental aspects: the role of artifacts in mediating action that are culturally meaningful; the agency of people, and thus their responsibility as social actors; and the need for highly contextualized analysis. In the article, I will read these three points through the lenses of cultural psychology.

scholarly journals Information and Computer Technologies as a Research Tool in the Works of Historians of Central Asia

2020 ◽  
pp. 102-106
Author(s):  
R.T. Elemanova
Keyword(s):  
Central Asia ◽  
Information And Communication Technologies ◽  
Interdisciplinary Approach ◽  
Communication Technologies ◽  
Point Of View ◽  
Historical Research ◽  
Theoretical Development ◽  
Historical Science ◽  
Computer Technologies ◽  
Information And Communication

The article considers the possibilities of using information and computer technologies in historical research in Central Asia. Today, when there are discussions among Asian historians about a differentiated approach to the study of history and a desire to preserve the traditional directions of historical science that were laid down in the last century, there is an urgent need to use an interdisciplinary approach. The development of historical geoinformatics at the present stage can be identified that is continuously associated with the level of informatization of society, when information and communication technologies have become an integral part of everyday life, a change in the theory and methodology of historical science. Revolutionary changes in the theoretical development of an understanding of the essence of historical processes naturally led to a change in the methodology of history. The problem of information and computer technologies efficiency, in particular geoinformation, in scientific historical research, from a theoretical and methodological point of view is being posed and solved. Since the mid-1990s, the main emphasis has been shifted to the use of multimedia tools and methods and the use of global communications - the Internet. For the preservation, presentation of cultural heritage is an urgent task, the solution of which in a century of rapidly developing information and communication technologies is impossible without the use of new information technology.

scholarly journals Reflection on consumers in e-Commerce

2020 ◽  
pp. 23-31
Author(s):  
Juan Carlos González-Castolo ◽  
Silvia Ramos-Cabral ◽  
Omar Alí Zatarain-Durán
Keyword(s):  
Electronic Commerce ◽  
Information And Communication Technologies ◽  
Specific Area ◽  
Communication Technologies ◽  
Point Of View ◽  
Web Portal ◽  
Consumer Service ◽  
Information And Communication ◽  
The Web ◽  
The Ideal

This paper presents a reflection on the ideal requirements that a provider should offer to the consumer. Traditionally, studies are made to improve products and/or services, but the consumer's point of view is disesteemed. This work approaches the commerce scenario from an approach where the consumer is the protagonist. The context of analysis is electronic commerce (e-commerce), however, the approaches can be extended to traditional commerce. It should be noted that commerce can be classified as traditional or electronic. In the specific area of ecommerce, it is known that the relevant defining characteristic is the use of information and communication technologies (ICT). Due to the above, the consumer has some particularities that are considered to present the approach. It is about identifying the elements for ecommerce improvement. Improving the sale-purchase cycle that includes improving marketing, improving consumer service, improving the product and/or service offered, and the improvement of the WEB portal.

scholarly journals TEACHING ENGLISH PROFESSIONAL WRITING TO STUDENTS OF DESIGN AND FINE ARTS

2019 ◽  
pp. 101-108
Author(s):  
O. L. Tytun ◽  
A. P. Boichuk ◽  
H. M. Sivkovych
Keyword(s):  
Foreign Language ◽  
Information And Communication Technologies ◽  
Fine Arts ◽  
Communication Technologies ◽  
Teaching Writing ◽  
Professional Writing ◽  
English Classes ◽  
Information And Communication ◽  
The Given

The article deals with the problem of teaching students of Design and Fine Arts to write texts for professional purposes. The authors consider modern methods and activities for teaching writing. The authors underline the role of writing in teaching a foreign language that has gradually increased and considered as a reserve for improving the efficiency of teaching a foreign language. Stress is done on the importance for every educated modern person to produce different kinds of written texts for professional purposes. Modern advances in the field of information and communication technologies and the enormous popularity of using various social networks changed the attitude to writing. The importance of using information and communication technologies in teaching writing is considered. The authors suggest the following activities for improving and developing the acquired at school skills for writing texts. To improve the skills of writing annotations exercises are recommended. Activities for writing reports on videos are suggested. To master the skills of describing photos or paintings it is recommended to visit some sites. The authors recommend to make presentations on the given subjects. All the activities were successfully tested at English classes.

scholarly journals INFLUENCE OF ELECTRONIC PARTICIPATION ON SUSTAINABLE GOVERNANCE OF COUNTRY

2021 ◽  
pp. 136-139
Author(s):  
Olha Afonina ◽  
Vitalii Seryohin
Keyword(s):  
Information And Communication Technologies ◽  
Communication Technologies ◽  
Point Of View ◽  
Political Activity ◽  
Industrial Society ◽  
Theoretical Point ◽  
Political Rights ◽  
Information And Communication ◽  
To Come ◽  
Common Understanding

The world community’s shift from an industrial society to an information one has significantly affected all types of citizens’ political activity. More and more such forms are carried out by information and communication technologies and get constitutional and legislative foundations due to their importance for developing e-democracy and ensuring the political rights and freedoms of citizens. It is an important part of constitutional mechanisms for implementation of political rights as a part of e-democracy. The aforementioned issues are relevant not only from a theoretical point of view, but also in the praxeological aspect. To come to a common understanding of how information and communication technologies can positively support democratic processes such as improving government through engaging citizens in decision-making, this essay concerns the topic of influence of electronic participation on sustainable governance of country.

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