Innovative Communication Technologies Research Articles

Health Messaging Strategies for Vaping Prevention and Cessation Among Youth and Young Adults: A Systematic Review

ABSTRACT This systematic review evaluates health messaging strategies for the prevention and cessation of e-cigarette use among youth and young adults. Health messaging strategies were defined as the strategic process of developing messages with the intent to shape, reinforce, or change recipients’ health attitudes and behaviors. McGuire’s Communication/Persuasion Model guided the analysis of the messaging strategies, focusing on the model’s five communication inputs (i.e. source, message, channel, audience, destination) and 14 persuasive outcomes. Nine databases were searched from January 2007 to September 2023. The inclusion criteria encompassed studies in English that presented quantitative data on messaging strategies aimed at discouraging vaping among youth and young adults. Each study was also coded for study characteristics and the utilization of theory. Out of 6,045 studies, 25 met the inclusion criteria. The reviewed studies exhibit a diverse array of research methods and a consistent integration of theories. The review emphasizes the nuanced main and interaction effects of various communication inputs, such as message features and audience characteristics, while also pointing out a research gap in message sources. In addition, the utilization of social media for effective messaging to engage the audience requires further research. Only one study specifically evaluated messaging strategies for vaping cessation. More research is imperative to develop targeted and tailored messages that effectively prevent and reduce vaping, especially among populations at higher risk of vaping-related harms, while also leveraging effective channels and innovative communication technologies to engage the audience.

Marketing Communication Technology Innovation and its Implications on Increasing Sales (Griya Reyna Furniture Kediri Online Case Study)

The most important thing in the world of online business is to determine the innovation and technology of marketing communication, so that it can achieve certain goals. With the existence of marketing communication technology, entrepreneurs will be easier to market the products they will sell to potential customers in order to achieve the goals desired by marketers.qualitative research methods are research methods based on philosophy, used to examine in a natural object condition, (as opposed to experiments) where researchers are as key guidelines, data collection techniques are carried out in combination, Data analysis is qualitative, and qualitative research results emphasize the meaning of generalizations. The development of increasingly sophisticated technology, online business owners must also keep up with the times, with this communication technology, online business owners are easier and more practical to introduce their products. What used to be still marketing through word of mouth is now through social media and platforms that can be used in terms of marketing. With this communication technology we can do marketing effectively and efficiently, minimize costs, easily reach the general public, easily transact easily and quickly that Griya Reyna Furniture uses communication technology in terms of marketing through promotion mix, namely by advertising, personal selling, direct marketing, social media marketing, e-commerce, marketplace.

Breaking Barriers, Building Businesses, and International Markets: Strategies of Female Innovators in the Chinese Market

In China, which in the past was dominated by state-owned and male-led ventures, female entrepreneurs are now increasingly popular. However, the specific pathways to internationalization for female-owned firms in China and their contribution to the country’s economic growth remain unexplored. Based on the principles of the resource-based approach, the article explores the innovative strategies used by Chinese female-owned firms to overcome resource constraints, formal and informal institutional barriers to business internationalization (entering the global markets through indirect exports). The article puts forward and empirically tests 5 sets of hypotheses according to which Chinese female-owned firms are: 1) more efficient in internationalization through indirect export strategies; 2) more inclined to digital innovation; 3) not focused on innovation conversion, but rather on successful adaptation of existing offerings for international markets or efficiency gains; 4) do not prioritize innovation in communication technologies, focusing more on innovation to reach customers, build relationships and enter international markets; 5) use the female business ecosystem to obtain safer pathways to innovation, such as external partnerships or adapting existing technologies, rather than focusing on investing internal R&D with elevated risk. Within each block, 2 additional hypotheses were put forward. They consider the impact of the relevant factor (digital innovation, innovation conversion, communication innovation, internal innovation) on indirect exports and its role in mediating the relationship between female ownership and the success of business internationalization. The study is based on a sample of 2,700 Chinese firms surveyed from November 2011 to March 2013 using the World Bank Enterprise Surveys China 2012 (a comprehensive recoding was performed, adhering to established practices in quantitative research). The control variables are the location of the respondent company in the capital/province, city size and firm size. The study used two types of factor analysis – Exploratory (EFA, including Promax rotation, oblique rotation method) and Confirmatory (CFA, Alpha Cronbach test, full path analysis model, including both direct and indirect effects, Monte Carlo method). SPSS 29 software was used for the data sample and AMOS 26.0 for the modeling process. A direct positive relationship was found between female ownership and indirect exports in China and digital ecosystem innovations, as well as between communication innovations and indirect exports. A significant negative direct relationship was found between female ownership and communication innovations, between digital ecosystem innovations and indirect exports, and between internal innovations on indirect exports. It also reveals the absence of a significant direct impact of innovation conversion on indirect exports. Mediating effects were also confirmed for communication and digital ecosystem innovations; partially for internal innovations; not confirmed for innovation conversion.

Research on Secure Community Opportunity Network Based on Trust Model

With the innovation of wireless communication technology and the surge of data in mobile networks, traditional routing strategies need to be improved. Given the shortcomings of existing opportunistic routing strategies in transmission performance and security, this paper proposes a community opportunistic routing decision-making method based on the trust model. This algorithm calculates the node’s trust value through the node’s historical forwarding behavior and then calculates the node’s trust value based on the trust model. Thresholds and trust attenuation divide dynamic security communities. For message forwarding, nodes in the security community are prioritized as next-hop relay nodes, thus ensuring that message delivery is always in a safe and reliable environment. On this basis, better relay nodes are further selected for message forwarding based on the node centrality, remaining cache space, and remaining energy, effectively improving the message forwarding efficiency. Through node trust value and community cooperation, safe and efficient data transmission is achieved, thereby improving the transmission performance and security of the network. Through comparison of simulation and opportunistic network routing algorithms, compared with traditional methods, this strategy has the highest transmission success rate of 81% with slightly increased routing overhead, and this algorithm has the lowest average transmission delay.

Implementation of Information and Communication Technology Innovation Policy through E-Government in Public Services

The development of information and communication technology encourages changes in community activities in various sectors. One of them is in the public service sector brought by the government through e-government. This research aims to discover how information and communication technology innovation policies are implemented through e-government in public services. The method used in this research is Systematic Literature Review (SLR) from the Google Scholar site within the year of 2012-2023. From the search results, a selection process was performed, resulting in 20 journals for analysis. The research results show that many of the current researchers are focusing on e-government, specifically regarding public services at the local government level. Interviews and observations are widely used data collection techniques. Elements that help the implementation of e-authorities offerings in public offerings are supported via way of means of a organized bureaucratic structure, making plans and a centralized and ok system. Obstacles for the implementation of e-authorities offerings in public offerings are encouraged via way of means of the exceptional of human resources, incomplete making plans, the exceptional of centers and infrastructure, and public recognition of e-authorities itself

Leveraging Communication Partner Speech to Automate Augmented Input for Children on the Autism Spectrum Who Are Minimally Verbal: Prototype Development and Preliminary Efficacy Investigation.

Augmentative and alternative communication (AAC) technology innovation is urgently needed to improve outcomes for children on the autism spectrum who are minimally verbal. One potential technology innovation is applying artificial intelligence (AI) to automate strategies such as augmented input to increase language learning opportunities while mitigating communication partner time and learning barriers. Innovation in AAC research and design methodology is also needed to empirically explore this and other applications of AI to AAC. The purpose of this report was to describe (a) the development of an AAC prototype using a design methodology new to AAC research and (b) a preliminary investigation of the efficacy of this potential new AAC capability. The prototype was developed using a Wizard-of-Oz prototyping approach that allows for initial exploration of a new technology capability without the time and effort required for full-scale development. The preliminary investigation with three children on the autism spectrum who were minimally verbal used an adapted alternating treatment design to compare the effects of a Wizard-of-Oz prototype that provided automated augmented input (i.e., pairing color photos with speech) to a standard topic display (i.e., a grid display with line drawings) on visual attention, linguistic participation, and (for one participant) word learning during a circle activity. Preliminary investigation results were variable, but overall participants increased visual attention and linguistic participation when using the prototype. Wizard-of-Oz prototyping could be a valuable approach to spur much needed innovation in AAC. Further research into efficacy, reliability, validity, and attitudes is required to more comprehensively evaluate the use of AI to automate augmented input in AAC.

Impact of Digital Finance on Rural Households Financial Behaviour

Villages are the backbone of India. Rural households constitute 70% of India’s population. Financial inclusions help rural households to open a bank account and encourage them to do more financial activities. Innovations in communications technology and mobile phone penetration in rural villages change rural households’ digital finance behaviour. The government has taken many initiatives to make rural households be digitally literate. Despite all the initiatives of the government, the rural house still lags behind. This study has taken rural households as the target audience to find out their digital financial behaviour with respect to savings, remittances, payments, credit and investments. A multi-stage stratified random sampling method is adopted to carry out the study. Rural households’ opinions are collected using structured questionnaires. The collected data is quantitatively analysed with the help of SPSS tools. The findings of this study revealed that financial behaviour traits are identified as a motivator, moderator and excluded. Security traits of digital finance transactions play a vital role in significant discrimination of different digital finance behaviours. Findings of Structural Equation Modelling reveal that the accessibility of various digital finance platforms can influence their digital financial behaviours in a broad way.

ВЛИЯНИЕ УМНЫХ ГОРОДОВ НА СТИМУЛИРОВАНИЕ РОСТА ЭКОНОМИКИ

The digital transformation of cities is becoming an integral component of their development in the modern world. The article presents various projects for the digital transformation of cities based on innovative information and communication technologies. From using cloud platforms and the Internet of Things to coordinate different technologies to creating smart infrastructure facilities and control systems, these projects demonstrate the importance and potential of digital transformation to improve urban life. The authors highlight the importance of innovative approaches to digital transformation to achieve sustainable and smart urban development in the future.

Digital Banking in Nepal: Embracing the Potential During the COVID-19 Pandemic

The digital banking system was introduced with the innovation and advancement of information and communication technology but because of the hesitancy of customers and the lack of initiation from the banks, it did not keep pace in Nepal. In this context, the epidemic of COVID-19 seemed to have a noticeable impact on accelerating digital banking, even though it has caused great damage in other areas of social life. This study seeks to provide a comparative analysis of before and during COVID-19 on customer access and effectiveness of digital banking services, and changes in customer behavior. The research uses annual reports of NRB, newspapers, and article reviews as secondary data and semi-structured interviews with banking customers and bank employees as sources of primary data. This research examines how the COVID-19 pandemic has affected digital banking in Nepal, and it may also serve as a model for future studies in the area. This study found that in the post-pandemic scenario customer access to digital banking services has significantly increased and it consequently led to an increase in customer confidence and it is helpful to reduce the cost of digital transactions. This study will also be helpful to make digital banking more effective.

MUSEUM AND CULTURAL HERITAGE: TRADITIONAL AND INNOVATIVE (DIGITIZATION) FORMATS AS IMPORTANT TOOLS OF MUSEUM ACTIVITIES

The museum is a complex, in-demand sociocultural institution of society that has recently transformed. Museum objects perform the function of combining spiritual experience, historical heritage, the search for identity, restoring the role and function of genuine traditional national values, education of civic dignity, social activity, methods of cultural verification, and patriotism of people through the merging of museum work, forms, processes of museum activity, as well as museum exchange and museum policy with current sociocultural processes and forms of organization of public life.
 The article shows the place, but also the role of museums in conditions undergoing significant changes in modern society, as well as the emergence of innovative communication and digital technologies that require the search for a new level of scale, resource, purpose, and organization of museum work.
 Materials end methods: The study uses a comparative method as a general scientific method of cognition, when, based on some characteristics of compared objects (museums), a conclusion is made about the similarity of various characteristics, as well as a systematic approach, which involves not only studying museum collections from the point of view of their cause-and-effect relationships but also aimed at studying their essence as an object of research in interaction with other museum objects.

Identifying key barriers to nonprofit organizations' adoption of technology innovations

AbstractDespite substantial innovations in Information and Communication Technologies (ICT) that could benefit non‐governmental organizations (NGOs), NGOs are not using ICT yet to their full potential – especially compared to the ICT use in the private sector. Such behavior appears counterintuitive as one would expect NGOs to use every available resource to further their important mission. However, reservations appear to remain even though several case studies demonstrated the value ICT can generate for NGOs. Through a series of 20 interviews with NGOs of various sizes and backgrounds, we examined the use of ICT along the NGO value chain (program design, fundraising, fund management, and program delivery). We find a distinct prioritization of ICT support along the value chain. Based on these findings, we identify six sector‐specific reasons for NGOs not to use ICT for certain activities. With these, we add to known reasons in the literature and offer important avenues for further research.

INNOVATIVE APPROACHES OF NATURAL SCIENTIFIC TRAINING OF FUTURE TEACHERS OF PHYSICAL EDUCATION

The presented article analyzes and characterizes innovative approaches to the natural science training of future physical education teachers. Modernization of education prioritizes the formation of a specialist of high quality and competence, capable of innovative search for ways of self-realization in the conditions of continuous integra- tion of Ukraine into the European educational space. Strengthening the health potential of youth, providing a differentiated approach to groups of children of different ages, fore- casting their needs and motivation for physical development and self-improvement de- pends on the physical culture specialist.We have developed an integrated system of medical and biological education to im- prove the quality and competitiveness of a physical culture specialist in the labor market. Thus, we made an attempt to construct the content of integrated natural science educa- tional disciplines and built an end-to-end logical-didactic structure, updating knowledge in accordance with the new achievements of the disciplines of the natural science cycle; strengthening the relationship between fundamentality and professional orientation of education; ensuring variability and alternative, humanization and democratization of the educational process; improvement of natural science education and establishment of a close connection with sports and specialized training. In this study, the main directions, factors, indicators and criteria for the intensification of student learning with the use of innovative and information and communication technologies were identified.The modernizing ideas of the philosophical interpretation of human value are at the basis of this research, the humanitarian significance of natural scientific knowledge is actualized, which opens up wide possibilities of interdisciplinary and transsubjective integration for use in the process of training modern specialists and achieving high sports results. We have proven the effectiveness of scientific competence, which is ensured by creating an innovative educational environment characterized by openness and autonomy, information saturation and integrability, flexibility and synchronization, multi-vector and creativity. Thanks to the use of innovative approaches in the training of future teachers of physical education, cognitive activity increases, creative thinking and professionalism develop, innovative technologies of physical education are much better assimilated, and most importantly, the mastering of the professional competencies of pedagogues-scientists, pedagogues-innovators takes place. We have proven that the concept of training physical culture specialists of a new type requires mastering an end- to-end multivariate cycle of creative work, from the search for new principles and ideas to the development and implementation of new technologies based on the maximum automation of information processing processes and their practical implementation.We recommend that when planning the educational process in higher education institutions of the physical culture profile, clearly choose and take into account the relationships with previous and subsequent disciplines, adjust the content of the disciplines being studied in order to prevent duplication of educational material. The integrative approach is the most predictable and necessary, we will see the solution to the problem of integration in a close combination of natural science and sports-specialized training. Natural science disciplines in general should include professionally oriented knowledge, peculiarities of teaching and education methods. With such an approach, the assimilation of professionally oriented disciplines takes place through the principle of connecting theory with practice, thus actualizing knowledge and forming skills in professional and pedagogical activities.

The Innovation of Information and Communication Technology in Contextual Teaching and Learning Models Based PAI Learning

The integration of technology in the era of the Fourth Industrial Revolution has become essential in various aspects of human life, including education. This study aims to explore the implementation of technology-based Islamic Religious Education learning at MAN 1 Lamongan in response to the challenges and demands of the digital era. The method used in this study involves analyzing teaching materials, interviewing Quran and Hadith teachers, and students from Madrasah Aliyah Negeri 1 Lamongan, as well as observing classroom learning. The implementation of ICT-based learning in the Contextual Learning and Teaching model consists of two stages: the design stage and the implementation stage conducted by the teachers. The implementation stage is further divided into three phases: (a) opening, which involves delivering and teaching Islamic Education knowledge materials; (b) implementation, where students engage in group projects to connect the material with real-world events and their own experiences; and (c) closing, which includes reflection and evaluation of the learning process related to the studied material. Throughout the learning process, students are given the freedom and support to utilize technology, including laptops/smartphones and software applications such as Google Chrome, Microsoft Office, YouTube, WhatsApp, and free Wi-Fi access, to facilitate their learning. The study results indicate that using ICT-based learning media for Al-qur’an Hadith in this model has successfully increased students' interest in learning, enhanced their critical thinking skills, and fostered their creative competence in understanding and processing information and knowledge collaboratively.

An ultra-low loss fan-in/fan-out device for 19-core 5-mode fiber fabricated using the binding method

The fan-in/fan-out (FI/FO) device for multi-core fiber (MCF) is a necessary component to achieve large bandwidth, high-speed data transmission and stable fiber optic communication. However, currently available FI/FO devices usually suffer from high insertion loss and high manufacturing cost, which greatly limit their practical applications. To solve these problems, we fabricated a FI/FO device for a 19-core 5-mode fiber using the binding method. It has been experimentally demonstrated to support 5 modes with an ultra-low average insertion loss of 0.07625 dB. Being well-structured, our proposed FI/FO device has better performance and application prospects, which can be expected to contribute to the innovation and development of information and communication technology.

Working with Library and Archive Funds, Search and Collection of Scientific Information

The purpose of the article is research and analysis of the effectiveness of interaction with library and archival funds in the context of modern information and communication technologies. Not only the general aspects of using library resources, but also the methods of searching for scientific information are analysed. It is also expected to provide specific and detailed recommendations aimed at improving the quality and efficiency of interactions with scientific foundations. Current opportunities for using library resources are considered, considering modern requirements for information technologies and communication standards. The article sets itself the task of revealing not only general principles but also important details of working with these funds, in particular emphasising optimal strategies for searching for scientific information. The research methodology is based on the analysis of the spectrum of scientific literature, covering theoretical and practical foundations in the field of using library and archival resources. The methods used for finding scientific information are not limited to traditional sources, including various databases and catalogues, as well as innovative information and communication technologies. The scientific novelty of the article lies in the improvement of strategies and approaches to the use of library and archival funds, where the main emphasis is placed on the use of advanced information and communication technologies. The article reveals the potential of these technologies for effective search and use of scientific information, emphasising the importance of introducing innovations into the field of research. Conclusion. The results of the study indicate the need for constant adaptation of methods of working with library and archival funds to the requirements and capabilities of information technologies. The use of various databases and other information resources is key to improving the availability of scientific information and ensuring the efficient work of researchers and students. This approach contributes to the development of the scientific community, and its implementation helps to highlight the importance of innovation in ensuring successful work in the fields of scientific research and higher education. Keywords: library collections, archival collections, scientific information, information and communication technologies, research methods, recommendations.

Models and Strategies for Digital SMEs Development in Ambon City

The research entitled "Digital SMEs Development Models And Strategies In Ambon City" is an interesting thing to research, relating to the important role of SMEs in the Indonesian economy. This is proven by various research results which say that SMEs are a type of business that can withstand the shocks of the economic crisis. On the other hand, the Ministry of Industry launched a strategy for making SMEs in the era of technology 4.0 to empower SMEs that are competitive at local, national and international levels. The quarterly rate of economic development reached 2.06 percent (q-to-q), while y-on-y grew 5.73 percent and annually or cumulatively reached 15.11 percent (c-on-c). Based on the 2016 Economic Census, the number of SMEs in Maluku Province was 147,000 or 99.15%, with labor absorption of 0.35 million people or 87.75%. (BPS: Economic Census, 2016). This shows that SMEs have a strategic role in absorbing labor. In line with this, the development of digital SMEs is important for adopting communication and information technology innovations in the business world, in order to increase competitiveness and manage resources efficiently. The reality of the role of SMEs in the business world by adopting technological innovation needs to be explored in this research, so the objectives of this research are as follows: (1) Building an ideal model for using digital technology in the 4.0 era for SMEs in Ambon City

Lightweight Privacy-Preserving Remote User Authentication and Key Agreement Protocol for Next-Generation IoT-Based Smart Healthcare

The advancement and innovations in wireless communication technologies including the Internet of Things have massively changed the paradigms of health-based services. In particular, during the COVID-19 pandemic, the trends of working from home have been promoted. Wireless body area network technology frameworks help sufferers in remotely obtaining scientific remedies from physicians through the Internet without paying a visit to the clinics. IoT sensor nodes are incorporated into the clinical device to allow health workers to consult the patients’ fitness conditions in real time. Insecure wireless communication channels make unauthorized access to fitness-related records and manipulation of IoT sensor nodes attached to the patient’s bodies possible, as a result of security flaws. As a result, IoT-enabled devices are threatened by a number of well-known attacks, including impersonation, replay, man-in-the-middle, and denial-of-service assaults. Modern authentication schemes do solve these issues, but they frequently involve challenging mathematical concepts that raise processing and transmission costs. In this paper, we propose a lightweight, secure, and efficient symmetric key exchange algorithm and remote user authentication scheme. Our research proposal presents a successful privacy-protecting method for remote users and provides protection against known attacks. When compared to conventional options, this technique significantly reduces calculation costs by up to 37.68% and transmission costs by up to 32.55%.

S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification

With the innovation of sensors, communication, computer and other technologies, remote sensing (RS) imaging methods show a diversification trend. At present, relying on a variety of earth observation platforms, more multi-source RS data can be obtained, which overcomes the inadequacy and incompleteness of the new earth observation information of single source RS image. In this paper, a classification method of hyperspectral images (HSI) and LiDAR data based on spectral-spatial-elevation fusion Transformer (S2EFT) framework is proposed. The Transformer framework is introduced into the task of multi-source RS image classification. Two simple but effective modules, spatial information recognition module and sliding group spectral embedding module, are added to the proposed framework, and the Patch form commonly used in traditional convolutional neural networks (CNNs) is used as the input. It effectively solves the shortcomings of Transformer’s insufficient attention to local information, reduces redundant spatial information, enhances the transmission of information, and fully integrates multidimensional information of pixels in same position. Experiments on three real data sets are compared with existing methods, and the best results are obtained by the proposed methods. The source code can be downloaded from https://github.com/SYFYN0317/S2EFT.

Accounting and control of transport movement of materials and employees in smart construction

Introduction. The implementation of innovative information and communication technologies in the construction industry has led to the emergence of a modern management concept known as “smart construction”. The information foundation of smart construction is based on accounting and control using unmanned aerial vehicles (drones). Drones are capable of monitoring the movement of material and labor resources of construction companies, which requires the improvement of accounting and control over construction processes.Purpose. The aim of the article is to investigate the prospects of using unmanned aerial vehicles (drones) in tracking the transportation of material assets and employees for the purpose of improving their accounting and control in smart construction.Methods. In the process of realizing the formulated research purpose, systematic, innovative, functional approaches, as well as methods of synthesis, bibliographic analysis, and comparative analysis, were used.Results. The importance of implementing unmanned aerial vehicle technology in smart construction for monitoring the movement of material and human resources of construction companies has been substantiated. Directions for improving the methodology and organization of accounting and control in the use of drones have been identified. The procedure for aerial visualization, identification, and data collection on the movement of material assets and operational personnel within the construction site for accounting and control purposes has been improved. The methodology for accounting and control of the transportation of material assets, inventory, and building structures has been refined, including their receipt, storage, transfer between warehouses, productive use, inefficient use, loss due to theft, and disposal. The use of drones for monitoring the movement of company employees for the purpose of accounting and control, including work hours, wages, performance of functional duties, downtime, unauthorized crossing of territorial boundaries, and more, has been proposed. An information scheme for accounting and control of the combined use of vehicles for the simultaneous transportation of surplus material resources and free operational personnel to construction sites has been developed. The emergence of combined transportation costs for the movement of material resources, which, from an accounting and control perspective, are transportation and procurement costs, for personnel – operational costs of construction companies, has been identified. Combined transportation ensures the optimization of construction processes, reduces the time required for construction work, and minimizes transportation and other expenses for companies.Perspectives. Further research is to develop a methodology for calculating wages on construction sites for both previous and current locations of operational personnel. This would involve a transformation of the personnel policy of construction companies.

Paired Swarm Optimized Relational Vector Learning for FDI Attack Detection in IoT-Aided Smart Grid

IoT-aided smart grid heavily depends on the most innovative communication technologies that could make the grid system susceptible to False Data Injection Attacks (FDIA). The main objective of the FDI attackers remains in damaging or corrupting the state estimation strategy in the smart grid resulting in blackouts and/or to influence the electricity market. With a number of features involved in the smart grid system, FDIA detection is said to be complicated. By the conventional bad data detection systems, the FDIA detection accuracy and validation made by Receiver Operating Characteristic (ROC) curve were marginally acceptable. However, due to the time complexity and overhead incurred, the detection of FDIA is a hot research topic. In this work, we design an efficient FDIA detection method by coupling Cooperative Paired Swarm Optimization and Relational Vector Learning techniques (CPSO-RVL), to address the above-said issues. First, the cooperative paired particle swarm optimization model is proposed to attain an appropriate feature for improving the computational efficiency of FDIA detection. Next, with the obtained significant features, the relational vector learning-based FDIA detection model is designed for robust classification between FDIA and non-FDIA with minimum overhead. The extensive experiments show that the proposed method outperforms existing baseline approaches by 16%, and 34% in terms of computation time, and computation overhead respectively.