BRAIN. Broad Research in Artificial Intelligence and Neuroscience

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Psychology

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Authors:
Viacheslav Blikhar , Zoriana Kovalchuk , Olena Vavryniv , Roman Yaremko , Viktorja Bodnarchuk , Andrii Tsiupryk
Abstract:

The article presents the results of research on the empathy of policemen, rescuers, doctors and psychologists, as the best representatives among helpers. It also describes the qualitative and quantitative changes in the levels of empathy among these specialists after the implementation of a comprehensive socio-psychological program.

The goal is the approval of a complex socio-psychological program for the formation of professional empathy among specialists in helping professions, in particular, police officers, rescuers, doctors and psychologists. To conduct the research, the following methods were used: psychodiagnostic technique "Diagnostics of the empathic abilities level" by V. Boiko, content analysis, and Wilcoxon t-criteria to determine statistically significant shifts.

The results. On the basis of the conducted research, it was established that empathy undergoes positive changes under the influence of the proposed comprehensive social-psychological program. As we can see the t-Wilcoxon results showed statistically significant shifts at the p<0.01 and p<0.001 levels. Positive changes occurred among representatives of all studied professions, however, the highest rates of change were found among psychologists and police officers.

Conclusions. Theoretical analysis shows that empathy is mostly considered as an emotional component of the personality, which often appears in a negative way for specialists of some professions. However, the empathy of rescuers, police officers, doctors and psychologists manifests itself through a behavioral component and contributes to the emergence of empathic actions. Therefore, the positive results of the implementation of a complex socio-psychological program allow us to insist on the effectiveness and feasibility of its application for other specialists in the field of helping professions.

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Authors:
Olga Samara , Oksana Voitsekhovska , Svitlana Stavytska , Nataliia Shelenkova , Nataliia Mateiko , Viktor Moskalets
Abstract:

The relevance to the investigation stems from the fact that during military operations in Ukraine there are psychological complications both among servicemen and the population. The most common type of psychological complications is fear as one of the most mysterious and contradictory emotions. Formed in the process of evolution as a signal and warning human reaction to danger, fear often misinforms people about the extent of external danger. Fear as a psychological complication is a powerful catalyst of human physical, spiritual strength and energy and, at the same time, it can paralyze his ability to withstand danger. It is reflected in the brain, the brain organ of the central nervous system, which regulates all the most important changes in the human body. In case of stress, it is the brain structures that react first and trigger a response, the purpose of which is adaptation and survival in difficult conditions. The brain detects a threat, recognizes the cause of psychological or physical stress. In response to the influence of a stressor protective mechanisms are triggered, changing the work of the nervous and endocrine systems. The article reveals the concept of horror and its psychotraumatic effect; the most important functions of fear as a psychological complication are defined; the neurobiological basis of stress as a psychological complication during war is investigated.

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Authors:
Romulus-Dan Nicoară , Ana-Maria Nicoară , Raluca Trifu , Florin Vasile Mihăileanu , Horia-George Coman
Abstract:

The objective of the present research is to adapt The Santa Clara Strength of Religious Faith Questionnaire (SCSRFQ) to the Romanian population. SCSRFQ is a self-assessment questionnaire with two versions, 10-items version (SCSRFQ), and a short version (SCSRFQ-SF) with 5-items used to assess strength of religious faith. A total of 201 participants, aged 18-77 years, completed a socio-demographic data sheet and the SCSRFQ. A high internal consistency was obtained for the scale of the instrument, with a Cronbach's alpha coefficients 0.95. Exploratory factor analysis (EFA) and Confirmatory factor analysis (CFA) were also evaluated. The results indicate that the Romanian version of The Santa Clara Strength of Religious Faith Questionnaire (SCSRFQ) has good psychometric properties, being a suitable instrument for the assessment strength of religious faith.

Neuropedagogy

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Authors:
Oksana Piddubna , Anatolii Maksymchuk , Daryna Lytvychenko , Olena Revutska , Mykola Moskalenko , Olha Sopina
Abstract:

In the article, the possibilities of using the neuropedagogical approach in the educational process for the child to achieve a high level of school knowledge and skills and personal development are considered. The features of the modern educational space and their readiness to introduce innovations are analyzed. The role of neuropedagogy and its elements in the practice of teaching and upbringing of children is determined. The fundamental ideas of modern neuropedagogy, its principles and objectives are formulated, and the need for their application is substantiated. It also substantiates the need for the introduction of neuropedagogical innovations and such a position as a neuroeducator. The main research methods in this article are historical, comparative methods of synthesis and analysis, as well as theoretical analysis of a scientific letter, thematic journals. Thanks to which a large number of sources have been worked out, the quality and level of research already conducted and the effectiveness of introducing the principles of neuropedagogy into the educational process have been assessed. As a result, the problem of school failure was highlighted, the shortcomings of traditional teaching methods were revealed, appropriate neuropedagogical innovations were proposed, and practical recommendations for teachers were provided. It is concluded that the introduction of the principles of neuropedagogy and neuropedagogical innovations will improve and modernize the educational system.

 

Artificial Intelligence

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Authors:
Giorgiana Violeta Vlăsceanu , Nicolae Tarbă
Abstract:

Threshold-based methods are prevalent across numerous domains, with specific relevance to image binarization, which traditionally employs global and local threshold algorithms. This paper presents a novel approach to image binarization, where the capacity of neural networks is utilized not just for determining optimal thresholds, but also for combining multiple global thresholds sourced from existing binarization techniques. The primary objective of our method is to develop a robust binarization strategy capable of managing a wide array of image conditions. By integrating the strengths of various thresholding techniques, our approach aims to establish a significant connection between traditional thresholding methods and those underpinned by deep learning.

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Authors:
Cristian-Dumitru Avatavului , Rareș-Cristian Ifrim , Mihai Voncilă
Abstract:
The primary objective of this research manuscript is to design, develop, and evaluate an artificial neural network architecture that is capable of emulating and predicting the dynamic interaction patterns manifested during the encounter between two distinct entities. This endeavor is primarily centered around computational learning and understanding of the associated physical impulses that emerge when these objects engage in contact, elucidating the complex physical interplays therein. This process incorporates the strategic use of an extant physics engine to generate the requisite training datasets, thereby providing a robust and comprehensive foundation for neural network training and subsequent performance evaluation. In order to scrutinize and substantiate the effectiveness of the proposed artificial neural network model, this investigation also embarks on a rigorous comparative analysis. The principal focus of this comparison is to juxtapose the results rendered by the trained neural network vis-a-vis those produced by the original physics engine. The goal here is to gauge the precision, reliability, and practicality of the trained model in accurately predicting the physical impulses, thereby demonstrating its potential to stand as a feasible alternative to the traditional physics engine. Despite the initial success of this endeavor, it is worth noting that the proposed neural network system managed to achieve a range of prediction rates, oscillating between 60% and 91%, contingent upon the specific test scenario. While these preliminary results are promising, they elucidate the necessity for further optimization and refinement to bolster the model's performance and prediction accuracy.

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Authors:
Marcel Prodan , Costin-Anton Boiangiu
Abstract:
Technology has made significant strides in recent years, which accounts for how pervasive it is in our daily lives. In order to address the fundamental issue with historical document preservation, namely their degeneration, this work suggests using new technology. The method is built on pieces of artificial intelligence that can read the writing from a page and recognize the useful information, converting it into a digital version. Contrary to photographing or scanning, binarizing a document is a considerably more effective method, both in terms of quality"”the legibility of the writing"”and quantity"”the amount of memory needed to retain the resulting image. According to common assessment measures, the suggested fully convolutional network manages to deliver results that are comparable to those of other solutions of a similar nature.

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Authors:
Asmati Chibalashvili , Igor Savchuk , Svitlana Olianina , Ihor Shalinskyi , Yuriy Korenyuk
Abstract:

The research examines the phenomenon of creative programming as an example of the interaction between art and technology. The historical prerequisites for its emergence and various tools for its implementation are analysed. Systematization and analysis of existing platforms and computer languages for creative programming made it possible to classify them chronologically, according to principles of work, and technical characteristics. The main ways of using creative programming in different periods were explored in analysing contemporary art projects that used creative programming. Thus, The Algobabez duo used real-time programming with SuperCollider software at their performances. The capabilities of MAX/MSP made it possible to implement the performer-computer interaction in Inter-sax-tive by composer Nicolas Scherzinger. In the interactive project Messa di Voce, the sound is transformed with the help of the Openframeworks software into graphics, which affects the performers. In other cases, the software was written specifically for an art project. In the Abraham project, artist and programmer Gene Kogan tries to create an autonomous artificial artist who has his own will and can create authentic visual images. As part of the multidisciplinary interactive project "Hakanaï", we can see how code written specifically for the project, allows performer to interact with a visual projection (mapping) that, in turn, interacts with the performer's moves. We prove that creative programming has become a promising, independent tool of creativity within modern interdisciplinary artistic practices, borders of which continue to expand thanks to the open code approach and the involvement of a community of like-minded people.

Inter-disciplinary Perspectives

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Authors:
Oksana Synekop , Yuliana Lavrysh , Valentyna Lukianenko , Olena Ogienko , Iryna Lytovchenko , Iryna Stavytska , Kateryna Halatsyn , Svitlana Vadaska
Abstract:

Metacognitive skills which provide regulation and management of students' intellectual activity in the process of their self-education are of great importance, especially in the context of the learner-centered education paradigm in the global information space, with its focus on the self-study and self-development of an individual. In this regard, the article aimed to analyze the development of metacognitive skills in first year students by means of educational technologies in ESP classes at technical university in Ukraine. As shown by the results of the study, educational technologies can be successfully used for the development of such metacognitive skills as self-directed learning skills, collaboration skills, self-management skills, self-reflection skills in first year students studying ESP at university level. The educational technologies used in our study — the Moodle platform, WebQuest, blogs and wikis, Google Classroom, Quizlet — confirmed their efficiency as a useful tool for the development of metacognition since they provide the learning environment which makes it possible for students to organize and control their learning, make decisions, reflect on the results of their learning experience and make necessary changes and adjustments if necessary.

Sociology of cognition

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Authors:
Geta Mitrea
Abstract:

Losing their interest to the onsite classes, after COVID-19 online teaching period, the Z generation of students spent more time on their smartphones being only physically present there. The originality of this study is given by the mixed researched methods (participatory observation, sociological exploratory experiment and self-administrated questionnaire) used to collect the information and identify if receiving autonomy, competence and relatedness from the teachers, students become more engaged in courses activities and learning performance.

Contrary to our initial supposition we were able to conclude that the Z generation of students are not developing `anxiety` feelings when they are separated from their smartphones during classes if they are fully assured the autonomy, competence and relatedness for taking this decision. But, during that period their main thoughts are related to anxiety or expectation that something is to happen and they risk not to see it on their smartphone. Here we can conclude that maybe they are not aware of their dependency and do not consider that exists.

In the whole image of the three-year cohort, the extremities, 1st year and 3rd year of study are more dependent on the smartphone than the 2nd year. Also, the same study years (1st and 3rd), are more motivated and agreed with the established rules and found intrinsic motivation; as long as autonomy, competence and relatedness are accomplished for them. Maybe because 1st year students wish to better integrate into university life and 3rd year students have internalised the rules and they converged with their intrinsic motivation.

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Authors:
Antonio Sandu
Abstract:

The purpose of this paper is to analyze the social construction process of the Covid-19 pandemic from the perspective of the anxiety and frustration felt by the citizens as a threat to their own lives and health and to analyze the perceived severity of the Covid-19 infection during March-June 2020. The present research aims to understand the changes that society is going through in the context of the pandemic, to analyze the social construction elements of the pandemic and the infodemic, in the context of a public health crisis, and also to identify the social perception on the pandemic among the affected population.

Social anxiety can be understood: as a side effect of the process of social construction of the person's identity, thus being correlated with the cultural particularities of the social environment of origin, mainly related to the social distinctions between individualism and collectivism; as an instance for the social construction of the idea of pandemic; as a constructive instance for the medicalization of social life in the pandemic and post-pandemic period; as being socially constructed through the mechanisms of the interpretive adrift of the meaning of role performance.

The research was carried out between March and June 2020 and it was based on a qualitative methodology derived from Grounded Theory. Data collection was done through the technique of a semi-structured interview, applied online on a sample of 103 people, mostly in the N.E. Region of Romania using an opportunity sample based on the snowball method.

Varia

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Authors:
Olena Stepanenko , Hryhorii Dzhevaha , Iryna Holiiad , Olha Miroshnikova , Volodymyr Dynko , Olha Lilik
Abstract:

The urgency of the article lies in the substantiation of the importance of using visualization technology in the process of education in the current period, defining the difference between this technology and the principle of visualization at the lesson in the today's educational institution. The article covers the concept of information competence and its components, describes techniques of visualization technology of teaching material, aimed at forming this competence. Special attention is paid to the methods of visualization at a lesson for the purpose of better knowledge assimilation. The article also describes different ways of visualization of educational information as a prerequisite for successful teaching of school subjects. The data contained in the article are the results of the analysis of digital services of visualization of educational content and the study of methodological foundations for the use of all kinds of information visualization tools at different stages of learning during the present lesson. The article covers in detail the most modern ways and means of information visualization, including mental maps, timelines, etc., because enormous information flows require the ability to assess this information, to determine its reliability and trustworthiness, to determine the main thing in it. The content of the article is of practical importance for teachers of today's schools.

 

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Authors:
Nadire Cavus , Imran Ibrahim , Michael Ogbonna Okonkwo , Nurudeen Bode Ayansina , Temiloluwa Modupeola
Abstract:

Gamification has recently been touted as an effective user engagement method with the ability to enhance online education. Even though there has been more research on gamification in recent decades, however, there is still no taxonomy of its concrete impacts. The aim of this study was to fill this gap by identifying the effects that gamification has on both students and teachers engagement in online learning. This study combined a systematic literature review methodology and PRISMA processes to analyze high-quality articles on gamification in education from the last ten years (2012-2022) as extracted from three databases like Scopus, ScienceDirect, and Web of Science. The evaluation and analysis of the 40 articles included in the study summarized and categorized the benefits that the deployment of gamification offered to student engagement, motivation, creativity, and overall performance as well as to teachers as motivation, engagement, or feedback and evaluation. The result of the systematic literature review found that the educational levels that frequently incorporate gaming into their curricula are higher education, but it also shed light on the challenges that come with implementing gamification in the classroom. We hope the study's findings assist educators and students in using gamification as a successful intervention technique by providing them with pertinent information that can influence outcomes and knowledge of the educational content and establish the right conditions for an effective learning process.

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Authors:
Nataliia Shust , Nataliia Semen , Khrystyna Bilohrats , Bozhena Ivanytska , Nataliia Pavlyshyn , Oksana Hotsur
Abstract:

This article examines the development of a national strategy for the information society in the realities of Ukraine. The contemporary trend of civilizational development is the informatization of society and all aspects of its life. The development of concepts for the functioning of the information society for Ukraine is becoming the crucial assignment of socio-political development of the contemporary  state,   which should be based on science, innovation and advanced technologies, as well as culture and creativity.

Domestic digital capital is in the process of formation, while digital technologies are the driving force of socio-economic development, due to the large-scale penetration of information and communication technologies everywhere. A characteristic resource of the information society is characterized by accurate, reliable, truthful and timely information. The expansion of the use of digital platforms, blockchain technology and artificial intelligence stimulates the creation of a digital economy in Ukraine.

The development of the information society requires the integration of digital and business ecosystems.

The creation of information infrastructure within business ecosystems, the expansion of services and intangible production as a result of advancement in the field of technology will guide to the transformation of Ukrainian society and the achievement of a high level of informatization.

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Authors:
Oana-Ramona Lobonț , Andrei Trip , Alexandra-Mădălina Țăran , Lavinia-Daniela Mihiț , Nicoleta Claudia Moldovan
Abstract:
This study maps the challenges public governance faces in its mission to ensure a high level of societal well-being in European countries due to complex and multidimensional analysis, both on scientific and economic levels: bibliometric analysis, vector quantisation mapping, and clustering analysis of countries. The proposed research advocates considering relevant descriptors of the two phenomena, namely the six dimensions of public governance and the composite quality of life index, to analyse their interdependence by 2020, the year for which official statistics reveal data. Our research proposes a classification of the European Union Member States from the perspective of the progress made at the governmental decision-making level for the multidimensional approach to quality of life to identify the models of good practice. The methodological support was offered by cluster analysis and a vector quantisation method, namely K-means. KNIME software has allowed us to connect to various data sources visually. Clustering of European countries has revealed several disparities thus, Denmark and Finland (which are countries with a high level of quality of life) are examples of good practices, while countries such as Romania and Bulgaria are facing difficulties in significantly improving their quality of life due to the deficiencies of the governing act. Finally, the research highlights the channels through which public governance can substantially contribute to societal well-being, keeping in mind the relatively low importance of welfare given to formal aspects of democratic representation compared to the extent of quality governance.

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Authors:
Jaroslav Hoshovskyi , Igor Mudrak , Dariia Hoshovska , Nataliya Shmarova , Nataliia Kordunova , Anna Kulchytska
Abstract:

The article shows the peculiarities of personal deprivation as a neuropsychological factor of emigration in the context of frustration. Persons participating in emigration focus on their future life, mainly on economic and social life. Individual thoughts about one's future life, a warning about the unknown, means about one's future work, well-being, etc. Such a volume of actions causes disappointment, as well as a neuropsychological impulse of anxiety for the future life of a person. The study is aimed at determining the impact of migration intentions on the psychological state of the individual, in particular, the determination of frustration and neuropsychological factors.

The learning principle is that frustration is a neuropsychological marker of individuals facing new challenges, especially during migration. Researched military tests are studied in a study of economic commitment as a factor in the frustration of individuals who plan to migrate.

The research course uses the method of abstraction, the descriptive-research method, the method of analysis and synthesis. The method of generalization and systematization was used to determine the research results. The results of the work are the basis for the formation of the structure that the factor of economic destruction in this case is personal frustration and not all aspects of the issue needing further research are exhausted.

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Authors:
Ilie Onu , Ioana Buculei , Claudiu Gabriel Ionescu , Daniela Nicoleta Stanca , Bogdan Voicu , Daniel-Andrei Iordan
Abstract:

Introduction: Knee Osteoarthritis (KOA) is characterized by wear, tear, and it's a slowly progressive loss of cartilage, that becomes finally disabling. KOA is one of the most analyzed diseases by many medical specialties such as rheumatology, orthopedics, rehabilitation medicine, and physiotherapy. Major symptoms of KOA such as pain, dysfunction, and chronic low-grade inflammation will decrease the quality of life and eventually lead to locomotor disability. Since there are no effective ways to limit KOA progression, involvement of the endocannabinoid system (ECS) may be a non-pharmacological therapeutic alternative in the management of this disease. This study debate aspects of ways to modulate the ECS in KOA, using physiotherapeutic (PT) means such as TENS electroanalgesia, LASER biostimulation, and physical exercises with analgesic effects.

Materials and Methods: In the study, we included 82 sources, with the following keywords in the title: knee osteoarthritis, cannabidiol, endocannabinoid, inflammatory pain, analgesia, neuropathic pain, physiotherapy, electrotherapy, and LASER. To perform this review, we searched for the most relevant articles in the field of medicine and physiotherapy in 7 international databases applying inclusion and exclusion criteria.

Results: The application of TENS currents in certain doses and frequencies together with LASER biostimulation stimulates the production of endocannabinoids thus controlling pain, and stimulating the ECS. Physical exercise has an antioxidant, and anti-inflammatory role and stimulates the release of endogenous opioids.

Conclusions: The results obtained from this meta-analysis may contribute to paradigm shifts in clinical practice related to the treatment of pain by PT. TENS, LASER, and physical exercise are effective clinical tool that limits chronic inflammation and pain by involving the ECS. More studies are needed to understand endocannabinoid system involvements in KOA, and that will inspire medical doctors and physiotherapists to improve long-term treatment strategies.

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Authors:
Iulian Apostu
Abstract:

The general idea regarding the relations between the contemporary marital partners describes the marital relations through a fair and modern attitude. Thus, the idea of marital modernity seems already certain and well assimilated in most marital environments. However, the national statistical data do not validate the same balance in terms of marital role equity, the relationships between partners or in terms of the distribution of power within the couple. The culture in which the young people have grown has a greater influence upon them than the glitter of the new values of equity and marital balance. In the 2000 Gender Barometer, 63% of the respondents believed it was a woman's duty to take care of the household chores, while in 2018, their share was 58%. We can therefore speak of a modernity of mentalities, but a very slow one, as in almost 2 decades, the general evolution in terms of role equity is only 5% and regarding the superior ability of the man to lead the family, the indicators note an evolution of 9.8%. (Grünberg, 2019).

The contemporaneity surprises the young couple at the intersection between the traditional system and the modern system or at the intersection between the marital modernity and the postmodernity; in both situations, the strategy of managing the solidarity and the access to power is a priority.

The study starts from the premise of the fact that the new valences of the marital modernity managed to produce obvious changes in the declared behavior rather than in the actually played behavior.