Field Communication Technology Research Articles

Implementation of Convolutional Neural Network (CNN) Method for Fish Processed Cuisine Image Identification Application with Google Maps Features

The rapid advancement of science and technology encourages dynamic transformation in various sectors, especially in the field of information and communication technology (ICT), especially with the existence of Android-based smartphones. This advancement revolutionizes the way we access information, especially about various processed fish dishes in Indonesia. However, despite the plethora of culinary offerings, travelers often find it difficult to discover traditional dishes through social media platforms. To bridge this gap, a new app that utilizes artificial neural networks has been developed. The app allows users to photograph and upload images of processed fish dishes to recognize and provide detailed descriptions and recipes. In addition, integrating Google Maps makes it easy for users to find nearby places that serve these dishes. Testing the app with a dataset consisting of 1577 images of six types of processed fish dishes yielded promising results, with accuracy reaching 97.57% over 120 epochs. This innovation not only preserves cultural heritage but also enhances the culinary experience for locals and tourists.

Sistem Evaluasi Pada Aplikasi Akademik Menggunakan Metode Skala Likert Dan Algoritma Naïve Bayes

Harapan Bersama Polytechnic, Tegal City (Harber Polytechnic), is one of the higher education institutions. At the Harber Polytechnic there are various fields in carrying out the listed sections, one of which is the Information and Communication Technology (ICT) field. An agency must have a system that is used to facilitate and carry out its goals. An academic system or application used by agencies, namely Oase and Syncnau. From the existence of this system, of course, a place or place is needed to listen to it, to find out how satisfied the users are who often use the system, which is realized in the form of a web repository and evaluation. The web repository is used to store the academic system data and evaluation results using two methods, namely the Likert Scale Method and the Naïve Bayes Algorithm. Of the two methods used as a choice of questionnaires and text mining from user reviews who have filled out the questionnaire. The Likert scale method used uses four Likert levels, namely strongly agree, agree, disagree and strongly disagree. whereas for text mining it was made using the Naïve Bayes algorithm from the results of the build model to get a fairly high percentage quality level of 83.6%, and the test results of the model were also quite satisfactory so that the use of text mining is useful in opening an institution's academic system. These results have been analyzed by this method and the final result of the evaluation is the percentage level of system satisfaction and the results of comments or reviews that have been classified to make it easier for developers to develop academic systems in the future.

Detecting Upcoming Patent Keywords by Predicting Keyword Trends Using Patent Keyword Network

In this ever-changing technological landscape, the ability to quickly predict technological trends becomes crucial for any company or institute engaged in informed decision-making and strategic planning. Data for predicting technological trends can come from various sources such as patent data, which is easily accessible to the public due to the nature of patents. This research is aimed at patent analysis, focusing on combining the keyword- based method, social network analysis (SNA) method, and neural network prediction to propose a feasible keyword trend prediction method based on patent analysis by targeting upcoming keyword trends. More specifically, we utilize Long Short-Term Memory (LSTM) to predict changes in keyword frequency using keyword centralities as input. To assess the effectiveness of the proposed method, we constructed the input dataset using the USPTO patent database in the Information and Communication Technology (ICT) field. We then experimented to compare the proposed method with the benchmark method. Furthermore, to counteract the unbalanced nature of patent data, the SMOGN method is introduced. The results demonstrate its potential for application in broader contexts.

Creating a model of a training task set for a multitask practical training in the courses “Informatics” and “Information technologies in professional activity”

According to the federal state educational standards, the curriculum for socio-economic and humanitarian students of secondary vocational education (SVE) and higher education (HE) includes disciplines that provide mastery of competencies in the field of information and communication technologies. Along with the course of informatics, they include disciplines of the block “Information technologies in professional activity”: “Information Technologies in Court Activity” (SVE), “Information Technologies in Professional Activity” (for several specialties of SVE), “Information and Communication Technologies in Judicial Activity” (HE), “Information Technologies in Management” (HE), “Information Technologies in Translation Studies” (HE) and several other disciplines.Based on the analysis of scientific literature and an array of manuals — workshops provided to students and teachers by leading Russian electronic library systems (ELS), as well as own pedagogical work in teaching informatics and the block of academic courses “Information Technologies in Professional Activity”, the author proposes a model of training tasks set to be solved during the study of these courses. The relevance of the article subject is conditioned by the necessity to effectively use the time allocated by the curricula of socio-economic and humanitarian training areas of vocational education and higher education for the study of informatics and information technologies in professional activities. The novelty of the results presented by the author is confirmed by the absence of articles and reports on the topic in the Russian Science Citation Index (RSCI) database

Encapsulation of Energy Efficient, Clustering Algorithm and Spectrum Sensing for Cognitive Radio Based Internet of Things Networks

Since the two decade the Internet of Things (IoT) plays an important role in the field of communication technology. Out of maximum of IoT devices are battery operated. So there should be energy efficient devices that can operate more functions with less power consumption. The main power constraints in the IoT devices are in the communication like spectrum selection, data transmission, etc. To perform communication between the two nodes the spectrum must be available. But as spectrums are limited and a lot of data is to be transmitted there may the issue of spectrum scarcity. The dynamic spectrum access is done using Cognitive Radio (CR) technology that can overcome spectrum scarcity issue. This paper gives the research work on energy efficient, clustering algorithm and spectrum sensing for CR based IoT networks in terms of the methods, merits, demerits and implementation. For efficiency in the spectrum sensing and energy consumption in 5G wireless communication network and data transfer between the IoT devices this study is essential. The biblometric analysis is shown by using VOSviewer to visualize the bibliometric information and the result as an analysis of ROC curve for Rayleigh and Rician channel is plotted using Matlab.

THE IMPORTANCE OF ATHLETICS TEACHERS' USE OF EDUCATIONAL TECHNOLOGY

In the field of education, information and communication technologies and multimedia capabilities have become extremely widespread and have become available to almost all schools at certainrates. However, sometimes there are technical difficulties, sometimes it is not possible to fully use educational technologies and multimedia tools in physical education classes, for example, the service received at that time is insufficient or the desired result is not achieved. In this study, athletics teachers were asked how often they use instructional technology and multimedia tools, and the reasons, if any, for their insufficient use of these tools.

Strengthening the Potential of Bongan Tourism Village through Community Engagement

The development of tourist villages in Bali is a primary focus in efforts to advance the tourism industry. The potential of tourist villages encompasses natural beauty, culture, and traditions as tourism destination potentials. Community service plays a crucial role in the development of tourist villages in Bali. The method of community participation approach in sustainable tourism development was applied to 20 young participants in this program in August 2023.The use of training and skill development methods in the field of digital communication technology is highly relevant in the implementation of this community service. This method enables young people in Bongan Tourist Village to improve the promotion of their village. It helps them identify issues, explore their potential, analyze the resources they have, and determine strategic steps for the long-term management of the Tourist Village and how to promote it effectively.

Экологическое образование и культура в контексте цифровой модернизации

The article analyzes the integration of environmental education and culture into the process of digital modernization of society. The author explores how modern innovative technologies, such as artificial intelligence, big data, which can contribute to a deeper understanding and involvement of the public in the process of solving environmental problems. Various approaches to education and familiarization of the population with the norms and principles of ecological culture are considered. The article notes that the use of breakthrough achievements in the field of information and communication technologies makes environmental education more accessible, interactive and effective, and also contributes to the development of a deeper and more meaningful understanding of environmental issues among students of different age groups.

AN OVERVIEW OF COMPONENTS FOR ENERGY EFFICIENT MULTIMEDIA NETWORKS BASED ON 5G RADIO ACCESS TECHNOLOGIES

Modern society is actively transitioning into an information-based one, and multimedia technologies have become an integral part of this process. Thanks to the proliferation of wireless access networks, users are becoming more mobile, and the development of the fifth generation of mobile networks, known as 5G, is a significant step in the advancement of information and communication technologies. 5G networks offer low latency and reliable connectivity, expanding the capabilities of mobile internet and machine communication. However, along with the opportunities provided by multimedia communication, there is a responsibility to consider the impact of associated technologies on the environment, as well as to address new challenges and the need for prudent resource utilization.
 The article defines the concept of "multimedia" and discusses various aspects of this concept, including digital storage and processing of information, components (text, photos, audio, and video), interactivity, and hypertextuality. It is noted that the transmission of multimedia data and the use of information technologies are closely linked to wireless access networks.
 The authors discuss challenges and solutions in the field of energy efficiency for networks. They provide statistics indicating that the information and communication technology (ICT) industry is responsible for a significant portion of global energy consumption and CO2 emissions, with radio access networks being a major contributor. Various components and technologies that can contribute to the development of energy-efficient multimedia networks based on 5G radio access technologies are examined. Specifically, heterogeneous networks, non-orthogonal multiple access (NOMA) technologies, and multiple-input multiple-output (MIMO) technologies are highlighted as key components for achieving energy efficiency.
 The importance of using heterogeneous networks to reduce the distance between transmitters and receivers is emphasized, along with the possibility of putting small base stations into sleep mode when there is no network load. Technologies like NOMA and MIMO are discussed as crucial components for achieving spectral efficiency and energy efficiency.
 Additionally, the article focuses on wireless sensor networks (WSNs) and suggests ways to optimize them for energy efficiency. This includes operating sensor units only when necessary, implementing wireless charging, using energy-efficient optimization methods, and applying efficient routing schemes.
 The authors also highlight the role of green data centers in reducing CO2 emissions and optimizing the use of green energy in high-performance networks. Methods such as using renewable energy sources, increasing the energy efficiency of hardware, and implementing energy-efficient routing are discussed.
 In conclusion, the article underscores the importance of energy efficiency and reduced CO2 emissions in modern multimedia networks, particularly in the context of 5G networks. It calls for interdisciplinary efforts to address these critical challenges in the field of information and communication technologies.

Legal Protection for Children as Criminal Offenders in the Field of Information and Communication Technology

Currently, information technology, apart from having an impact on progress for civilization and human welfare, is also a relevant way to carry out unlawful actions. These unlawful acts use various methods such as identity fraud, online gambling, extortion, hacking, child pornography, and intellectual property theft. With the increasing number of criminal acts involving technology and information, many minors have become perpetrators of criminal acts based on information and communication technology. However, the handling of cases where minors are the perpetrators of criminal acts is different from the handling of cases where people who are old enough (adults) are the perpetrators of criminal acts. The protection of minors is regulated in Article 34 of the 1945 Constitution which states that the State guarantees protection for the poor and neglected children. The Declaration of Children's Rights also states that children with physical and mental immaturity require special care and protection, including appropriate legal protection before or after birth. Violations of these norms do not only occur in people who are legally competent (adults), but minors are also not free from behavior that goes out of bounds or often violates the law

Optimization of computer ontologies for e-courses in information and communication technologies

A methodology is proposed for modifying computer ontologies (CO) for electronic courses (EC) in the field of information and communication technologies (ICT) for universities, schools, extracurricular institutions, as well as for the professional retraining of specialists. The methodology includes the modification of CO by representing the formal ontograph of CO in the form of a graph and using techniques for working with the graph to find optimal paths on the graph using applied software (SW). A genetic algorithm (GA) is involved in the search for the optimal CO. This will lead to the division of the ontograph into branches and the ability to calculate the best trajectory in a certain sense through the EC educational material, taking into account the syllabus. An example is considered for the ICT course syllabus in terms of a specific topic covering the design and use of databases. It is concluded that for the full implementation of this methodology, a tool is needed that automates this procedure for developing EC and/or electronic textbooks. An algorithm and a prototype of software tools are also proposed, integrating machine methods of working with CO and graphs.

Preface: 5th International Conference on Computer Science and Intelligent Communication (CSIC 2023)

2023 5th International Conference on Computer Science and Intelligent Communication (CSIC 2023) was held in Vancouver, Canada during December 30-31, 2023. This conference provides a forum for accessing to the most up-to-date and authoritative knowledge from both industrial and academic worlds, sharing best practice in the fields of computer science, artificial intelligence, machine learning, information engineering, and communication technology. A key aspect of this conference is the strong mixture of academia and industry.
 All papers in this proceeding were subject to peer-review by conference committee members and international reviewers. The papers were selected for the proceedings based on quality and relevance to the conference. We express our gratitude to all people who contributed to the review process and did all their best to enhance the scientific merit and quality of the proceedings. We are also grateful to the authors for their contributions, to the speakers and participants. We wish to extend our warmest welcome to all interested participants to the next CSIC.
 The CSIC Organizing committee
 Vancouver, Canada

The Effect of Role Stress on Burnout in IT Support

The widespread digitalization in society has resulted in technological advances in various fields growing rapidly so the number of workers in the field of Information and Communication Technology is increasing. However, it cannot be denied that the burden and demands of work in the IT field are very heavy and might cause burnout. The research aims to find out whether there is an influence of the multidimensional construct of role stress on burnout in IT Support workers. This research uses a quantitative correlational approach using simple linear regression analysis and multiple linear regression. 140 IT support workers aged 21 – 35 years who had experience in the IT field for at least 1 year participated in this study. The result of this study revealed that there is a positive and significant influence on the role of stress on burnout. The role ambiguity and role overflow dimensions have a positive effect on burnout, but the role conflict dimension does not affect burnout.

Öğretim Elemanlarının Bilimsel Tutum Düzeyleri

This descriptive study is aimed to determine the scientific attitude levels of academics who are working in different fields at universities. The Scale of Instructors’ Scientific Attitudes was used in order to obtain data. The research population is 6807 academics working at four public universities and two foundation universities in Izmir/Türkiye. The research sample includes 678 in total, 341 women, 337 men at these universities. The SPSS Statistics 23 programme was used for analysis. The data has been analyzed by using arithmetic mean, standard deviation, t- Test, and One-Way ANOVA hen the difference was found significant and LSD Test of Significance were used in order to determine which groups create differences. Scientific attitude levels of academics vary according to titles, university type and their fields. Accordingly, while academic titles progress, the level of scientific attitude also increases. Regarding levels of scientific attitudes, the findings were discussed in favor of instructors working at state universities and in the fields of communication technology, natural sciences and mathematics.

Evaluating ICT Competencies of Higher Education Faculty:A Comprehensive Quantitative Model after the Pandemic

This study aimed to enhance the Information and Communication Technology (ICT) skills of faculty members in a higher education institution. The faculty’s limited proficiency in ICT impeded the integration of technology instruments across different topics. A training program was devised, executed, and assessed to tackle these problems within six months. Online courses were developed for participants under the training’s criteria. Quantitative data collection involved administering a pre-test and post-test, which were subsequently analyzed using descriptive statistics. The assessed competencies encompassed the utilization of computers in instructional activities and the development and implementation of educational initiatives. The findings indicated that 75% of the faculty did not typically include technology in their instructional methods, whereas 41% recognized the potential of technology to enhance and innovate teaching practices. Only 66.67% of the participants possessed knowledge of fundamental components of computers, while the same percentage was aware of basic peripherals. Additionally, 58.33% of the participants demonstrated proficiency in installing computer programs. The program sought to enhance the educational quality and showed positive modifications in formulating strategies for integrating ICTs into the curriculum. The results showcased the efficacy of the training program in improving teaching skills in the field of information and communication technologies (ICTs), enhancing the teaching methods of faculty members, and providing the opportunity to deliver courses either fully online or in a blended format.

A self-powered wireless sweat-analysis patch for real-time monitoring physiological status

For both professional and amateur athletes, perspiration analysis technique is considered as a powerful tool for real-time monitoring the athletes’ physiological status during sports. This study presents an innovative self-powered wireless sweat-analysis patch worn on the skin for real-time monitoring chloride concentration and pH levels in perspiration. The patch consists of two main components: self-powered unit and sensing unit. The power unit, made of piezoelectric ceramic materials, converts mechanical energy during exercise into electrical energy to drive the whole system. The sensing unit has the functions of sampling and analyzing the sweat, and wireless communication. Through an exactly designed hydrophobic and hydrophilic composite microchannel structure, sweat is effectively guided to the storage chamber. The colorimetric fabrics embedded in the chamber respond to the presence of chloride ions and pH levels in the sweat, producing a color-changing reaction. Color sensors above the fabrics detects these color changes for analyzing the sweat, while Near Field Communication (NFC) technology wirelessly transmits this information to outside mobile devices or data-collection cloud. This system not only provides a new avenue for real-time monitoring of athletes’ health status but also offers a scientific basis for adjusting training plans.

Management of Manufacturing Enterprises’ Overhead Expenses in the Conditions of Digitalisation in Penza Region

The article considers the problems and prospects for the functioning of business entities, the peculiarities of approaches to cost management in the course of the fourth industrial revolution.The Industry 4.0 concept implies the development of digitalization of business processes, automation and computerization of production, and intensification of R&D. However, the implementation of these tasks is hampered by the need for significant costs, the enormous deterioration of fixed assets, the difficulty of updating technological and software, and the lack of qualified specialists in the field of information and communication technologies. The aim of the study is to improve the efficiency of management of manufacturing enterprises’ overhead expenses of Penza region by finding a compromise between cost optimization and finding ways to develop and intensify innovation and digitalization. The empirical basis for this paper was drawn from research on enterprise cost management, outsourcing and digital business technologies, as reflected in the publications of the following databases: Scopus, ScienceDirect, Inderscience, Elsevier, open statistical data. The study uses bibliographic, statistical, expert, mathematical methods, abstract-logical methods, the method of analogy, induction, deduction, analysis and synthesis. It has been identified that the main obstacle to the manufacturing enterprise’s development is lack of funds, which can be overcome by an improved approach to the management of overhead expenses, which are often unreasonably high, and will continue to increase with the intensification of the digitalisation of the innovation activity. A distinctive feature of this study is the justification of outsourcing feasibility and proposal for its use as a tool for the development of manufacturing enterprises in the context of limited inner resources and a high degree of risk in development activities. The results of the study have been tested at machine-building plants of Penza region (Russia) and proved their effectiveness.

INTRODUCTION OF MODERN INNOVATIVE LEARNING TECHNOLOGIES INTO TEACHING OF FUNDAMENTAL DISCIPLINES

The article shows actuality, a theoretical substantiation and methodology of using the modern educational technologies, in particular the competitive groups and the project method, to be during teaching of medical and biological sciences in higher medical education. The advantages and main regularities of the interactive learning methods implementations are shown, which allow to qualitatively transforming theoretical knowledge into professional skills, to explore the role of self-education, self-learning, and self-development. The execution of the projecting activity allows increasing the literacy of students in the field of information and communication technologies. Applying of the most effective pedagogical methods that are the competitive groups and the project method in the teaching of fundamental and scientific disciplines ensures for forming the basis of the professional competences of future doctors.

NFC Data Security Using Hill Cipher

Near Field Communication (NFC) technology has become ubiquitous in various applications, from contactless payments to data transfer between devices. As the use of NFC expands, ensuring the security of transmitted data becomes paramount. This research investigates the application of Hill Cipher, a linear algebra-based encryption technique, to enhance the security of data transmitted via NFC. In the field of contemporary wireless technology, near-field communication (NFC) stands out as an important force, enabling contactless transactions and the seamless exchange of information between electronic devices. This research explores the innovative integration of NFC into the attendance input process, which is linked to a website-based attendance system. NFC's adaptability, which was initially prominent in payment cards, has expanded across industries, empowering smartphones, tablets, and wearable devices. This study contributes to the ongoing development of NFC technology, proposing a renewable solution for student attendance systems. With a vision of increased efficiency, this research anticipates increased utilization of time and resources, thereby providing a promising path for the advancement of attendance management. A comprehensive evaluation of the proposed NFC data security solution was conducted through simulations and practical implementations. The research assesses the impact on communication speed, energy consumption, and overall system performance. Results indicate that the integration of Hill Cipher introduces a negligible overhead on communication speed, making it a viable option for real-time NFC applications. Furthermore, the study addresses potential vulnerabilities and threats associated with NFC technology, emphasizing the role of Hill Cipher in mitigating risks such as eavesdropping and unauthorized data interception. The research considers practical implementation challenges and proposes strategies for seamless integration into existing NFC-enabled devices. In conclusion, this research contributes to the ongoing discourse on NFC data security by introducing Hill Cipher as a robust encryption mechanism. The findings underscore the feasibility of implementing this encryption technique without compromising the efficiency of NFC communication. The proposed secure communication protocol holds promise for enhancing the privacy and integrity of data transmitted via NFC, fostering trust in the expanding ecosystem of NFC-enabled applications.

Revolutionizing Agriculture Libraries in India: A Comprehensive Study on Implementing Near Field Communication (NFC) Technology for Enhanced Access and Knowledge Sharing

This article delves into the potential impact of Near Field Communication (NFC) technology on addressing the challenges faced by agriculture libraries in India. It specifically focuses on issues such as limited accessibility, outdated infrastructure, and resource constraints. Recognizing the importance of modernization, the research proposes the use of NFC as a solution to enhance the functionality of these libraries. NFC enables seamless communication, allowing users to instantly access relevant information by simply tapping their NFC-enabled devices on tags or stickers. The study outlines its objectives, which include evaluating the needs of users, creating NFC-enabled resources, developing mobile applications that are user-friendly, providing training, and ensuring continuous monitoring. Results from a survey of 105 participants from various agricultural universities indicate positive perceptions, awareness of NFC, and a willingness to adopt this technology. The discussion highlights how integrating NFC aligns with the expectations of users, thereby paving the way for modernized and enhanced library experiences in the ever-evolving landscape of agricultural education and research in India.