Individuals Online Research Articles

Model of the “Economic Cross” of the Digital Platform: Opportunities and Conditions for Interindustry Technological Convergence

The platform economy is an objective stage in the evolution of the digital economy, whose development is carried out under the influence of the trend of involving a large number of SMEs and individuals in economic relations as their direct participants. Unlike the pre-digital era, when operational commercial direct interaction between small participants in economic relations turned out to be impossible, communication technologies of the second decade of the 21st century have created favorable opportunities for the development of independent businesses of individuals and small professional teams. The process of commercialization of household resources is actively taking place in the form of the development of private blogs as platforms for commercial advertising and mutual trade of goods and services by individuals online, which creates a direct competitive threat to traditional trading companies. The current stage in the development of online participation of SMEs and individuals in commercial relations is the development of outsourcing relationships, within which part of the processes implemented by large businesses independently using hired personnel and their own infrastructure will be delegated to independent network structures on a competitive basis. At the same time, in proportion to the growing popularity of e-commerce, public demands for the security of such transactions are increasing, which is especially important in conditions of sanctions uncertainty and high risks of supply chain collapse. This circumstance determines the business request for systematization of the digital space and its centralization, the terminal stage of which is an inter-industry digital platform. The purpose of the scientific article is to develop a system of proposals for the formation of a national intersectoral outsourcing platform based on the “economic cross” model. A system of innovative solutions has been developed regarding the organization of economic interaction between subjects, the procedure for financing the activities of the platform by its participants, and the distribution of indirect industry income arising from the functioning of the platform.

‘[K]neeling only goes to highlight your ignorance. England is NOT! a #racist country’: aversive racism, colour-blindness, and racist temporalities in discussions of football online

ABSTRACT Drawing on theories of aversive racism and colour-blindness, which stress the invisibility of contemporary racism, this article analyses online discussions on taking the knee (TTK) during EURO2020 men’s football tournament. While highly visible racist abuse directed at Black English players after losing the final to Italy (dominative racism) received most public attention and repudiation, based on 6,850 English language tweets published on Twitter/X, this article shows how subtle racism and colour-blindness were reinforced in discussions around TTK over the duration of the tournament (aversive racism). The article also shows how individuals online developed a variety of strategies (evidence, othering, critique, and activism) to challenge the main arguments against anti-racist activism in football (identified in four themes: BLM, Marxism, virtue signalling, and woke). The article makes an original contribution by examining the changing intensity of online conversations on TTK over the duration of the tournament. Our analysis identifies key moments in the tournament, political elites’ rhetoric, and trends of success and failure as relevant factors that shaped vernacular conversations online. The discussion ultimately argues that investigating the temporal patterns of public discussions on (anti)racism provides valuable insights to understand the contemporary complexity of racism in football and society more broadly.

Development of a Phishing Detection System Using Support Vector Machine

Phishing represents a significant and escalating threat within the cyber domain, inflicting substantial financial losses on internet users annually. This illicit practice leverages both social engineering tactics and technological means to unlawfully obtain sensitive information from individuals online. Despite numerous studies and publications exploring various methodologies to combat phishing, the number of victims continues to surge due to the inefficiencies of current security measures. The inherently anonymous and unregulated nature of the internet further compounds its susceptibility to phishing attacks. While it's commonly believed that successful phishing endeavours involve the creation of replica messages or websites to deceive users, this notion has not undergone systematic examination to identify potential vulnerabilities. This paper endeavours to fill this gap by conducting a comprehensive evaluation of phishing, synthesizing diverse research perspectives and methodologies. It introduces an innovative classification method utilizing Support Vector Machine (SVM), achieving an impressive accuracy rate of 96.4% in detecting phishing attempts. By implementing this model to distinguish between phishing and legitimate URLs, the proposed solution offers a valuable tool for individuals and organizations to promptly identify and mitigate phishing threats. The findings of this study hold significant implications for bolstering internet security measures and enhancing user awareness in navigating potentially malicious online content.

Excellent Case of Building A "School-land" Co-construction and Sharing Pattern Network of School Aesthetic Education and Regional Culture

With the development of computer science, some of the excellence artworks of Henan Provence are very popular through network dissemination. To achieve the transformation of Henan cultural brand from "parts" to "whole" and from "internet celebrity" to "long-lasting", it is necessary to establish an active inheritance mechanism network for Henan regional cultural resources and enhance the endogenous and innovative capabilities of traditional regional culture. The modern school aesthetic education system that runs through all stages has a natural advantage in incubating regional cultural communities. However, in reality, the aesthetic and spiritual attributes shared by school aesthetic education and regional culture have not been sufficiently valued, and the connection between the two lacks active policy design and mechanism innovation. Through Literature, field research and interviewing professors, artists and persons in charge of regional culture, the Department of Public Art Education at Zhengzhou University of Aeronautics has recognized the value of integrating school aesthetic education with regional culture in terms of cultivating students and building a rich cultural life. Leveraging their connections with social artist groups and individuals online and offline, who have conducted research on the ecological conditions of Zhengzhou's art districts, intangible cultural heritage, and the current status and issues of various school aesthetic education programs in the province through various ways. The working mechanisms and platforms have been establishment online and offline. The establishment of a pattern of co-construction and sharing of art education and regional culture network in the school is essentially a practical and methodological issue. Some plans have been made for the future. Research has found that for school aesthetic education, curriculum, teaching staff, and internal and external collaborative mechanisms are key points for the reform and development of aesthetic education. Schools aesthetic education curriculum system should integrate regional culture from multiple dimensions with network. A collaborative art education framework should be formed which integrates social and cultural resources at the regional level.

The cyber-industrialization of catfishing and romance fraud

We examine a new form of online fraud, which we refer to as Intimacy Manipulated Fraud Industrialization (IMFI). This type of fraud bears a strong resemblance to traditional online romance fraud and catfishing, but is “industrialized” through enterprise business practices, software platforms, and customer service processes. To gain a better understanding of this operation, we conducted an inductive analysis of publicly available testimonial and review data provided by current and prior employees of a specific company in the online customer service contract space. Companies hire individuals online to work as “chat moderators” or “customer service providers” who are told that their task is to advance engagement on social media platforms. In fact, they are being recruited as “sexting” workers, paid on a per-text basis to engage in intimate chatting with clients who believe they're interacting with individuals of the opposite gender on a dating site. The process is mediated via client management processes that monitor employee productivity and monetize all interactions between “clients” and “workers.” The company executes these processes with great efficiency by algorithmically assigning multiple workers to individual clients and assembling background files on clients in real time. We find that workers serve as both exploiters of their clients as well as victims of the company they work for. The implications of our study could significantly impact how we address AI-generated online fraud in the future, shedding light on the complex dynamics at play within these fraudulent enterprises.

Behavioral Challenges for Children and Adolescents with Disabilities Using Social Media and Playing Video Games

Literature review shows an increasing interest in investigating the impact that social media and the use of video games have on typically developed children and adolescents, as the number of users has grown significantly, social media being the most popular activity engaged in by individuals online. This situation along with some inappropriate behaviors the users display as a consequence of a long exposure to different online contents, determined the inclusion of a psychiatric disorder of gaming addiction in reference manuals related to mental health. Nevertheless, the number of studies regarding children with disabilities and their engagement in online activities, including social media and video games is significantly smaller. The aim of this study is to identify the relationship between the use of social media and the occurrence of disruptive behaviors in students with special educational requirements, aged between 11 and 17 years old, according to the data collected from teachers, parents and relatives.

Early Adolescent Online Sexual Risks on Smartphones and Social Media: Parental Awareness and Protective Practices

Early adolescent children communicate on smartphones and social media, resulting in online sexual risks and potential adverse health outcomes. This study investigated parents’ awareness of early adolescent engagement in online sexual risks on smartphones and social media and the protective practices used to mitigate these risks. Semi-structured interviews were conducted with 15 English-speaking parents of early adolescent children 11–14 years old in North and South Carolina. Data were analyzed using a qualitative descriptive approach and thematic analysis. Parents expressed awareness of online sexual risks on smartphones and social media and engaged in protective practices to mitigate online risks, including communication and restrictions tailored to accessed content and social connections with unknown individuals online. Professionals can support parents through education targeted to risks and protective measures associated with these online devices and platforms.

Reframing art online through collective meaning-making

ABSTRACT Building on the embodied consumption literature, we draw on Merleau-Ponty’s theory of art to consider how new modes of visibility arise in interactions between individuals online. Focusing on one particular virtual and collaborative museum programme, we use ethnomethodological analysis of interactions to analyse video recordings of virtual arts conversations. The analysis explores how participants render visible their orientation to each other and to the works of art discussed in the workshop. Thus, we can see how participants produce the sense and significance of works of art in, and through ‘intercorporeal interactions’ while participating in a virtual arts programme. Observations and findings from our research have significant implications for the strategic management of virtual consumer experiences.

Determining the Relationship Between Compassion Fatigue and Job Satisfaction and Burnout Levels in Physiotherapists

Aim: The aim of the study is to examine the relationship between compassion fatigue, job satisfaction and burnout levels in physiotherapists.
 Material and Methods: A total of 147 physiotherapists were included in this cross-sectional study. Demographic information (age and gender), marital status, working year, field of study (neurological rehabilitation (pediatric rehabilitation, cardiopulmonary rehabilitation) and orthopedic rehabilitation (sports rehabilitation, prosthesis-orthotics rehabilitation)) and institution information (public, private) of the individuals were recorded. Compassion fatigue was evaluated with the Compassion Scale, job satisfaction was evaluated with the Job Satisfaction Scale, and the level of burnout was evaluated with the Maslach Burnout Inventory. Data were filled in by individuals online.
 Results: A total of 147 physiotherapists, 40 male and 107 female, were included in the study. A positive significant correlation was found between the compassion scale and the job satisfaction scale (r=0.261, p=0.001). On the Maslach burnout inventory, there was a negative correlation between the Compassion Scale with emotional exhaustion (r=-0.195, p=0.018) and personal achievement score (r=-0.270, p=0.001), and a positive correlation with depersonalization (r=0.413, p=0.000). In addition, a significant difference was found in the Compassion Scale in terms of gender (p=0.008) and field of study (p=0.044).
 Conclusion: In this study, in which compassion fatigue was evaluated for the first time in physiotherapists, it was determined that as compassion fatigue increased, job satisfaction decreased and exhaustion increased. At the same time, compassion fatigue is more common in male physiotherapists and physiotherapists working in neurology and pediatrics rehabilitation.

Digital footprints in non-digital environments: How publicly displayed information invades the right to privacy

This study explored the relationship between publicly displayed information and the right to privacy in Zambia and Tanzania. The purpose was to examine whether the behavior displayed by individuals in public environments reveals and undermines their quest for the right to privacy. I asked participants to observe and document the type of clothing an individual wore, the logos or monograms on their clothing or bags, and words spoken in public. This information was then used by Google to identify individuals online. Findings suggest that there is still a disconnect between what people display in non-digital and what they post on social media. However, there is also a growing trend of people leaving a trail of digital footprints that relate to their publicly displayed behaviors.

When social media backfires – intrusive ties in entrepreneurship

This study critically explores the potential negative impacts of social media for entrepreneurship, and acknowledges online interactions as a part of the social dynamics surrounding entrepreneurship. The study departs from theories on entrepreneurship as a context-dependent social process and uses Granovetter’s concept of ties as a theoretical lens. To develop an understanding of the social aspects of entrepreneurship, this study employs qualitative methods of inquiry and combines a netnographic approach with ethnography. This study illustrates the need to include interactions on social media platforms as a part of the social context for entrepreneurs, and introduces the concept of intrusive ties for explaining how individuals online can, forcibly, make themselves part of the entrepreneurial process.

An exploration and comparison of #BodyPositivity and #BodyNeutrality content on TikTok

TikTok, one of the most popular visual social media platforms, has been criticized for perpetuating and glorifying eating disorders. In response, content focused on body positivity (loving your body) is growing on TikTok. However, body positivity content on other social platforms promotes positive body image but also perpetuates unrealistic beauty ideals. Body neutrality (deemphasizing the focus on the body's appearance) is an alternative concept that could portray less harmful content, but has yet to be explored. Therefore, the purpose of this study was to explore and compare the content under #BodyPositivity and #BodyNeutrality on TikTok. One hundred and fifty TikToks under each hashtag were downloaded. A thematic analysis of the TikToks was conducted. Three themes were generated that captured content across both hashtags, with only minor differences in content between the two: (1) Resisting societal ideologies (with subtheme: Normalizing insecurities), (2) (Re)producing disordered content (with subtheme: Toxic (body) positivity promotes the need for neutrality), and (3) Social critique. Within the themes, there was the promotion of body positivity through self-love and body acceptance, but also content that continued to emphasize standard beauty ideals and the thin-ideal. Certain TikToks provided educational content that explained the roots of the #BodyPositivity movement and what #BodyNeutrality means as a potentially more realistic approach to body acceptance. Findings suggest that #BodyNeutrality may provide a safer space for individuals online, and future research should assess the impact of such TikToks on those viewing them to assess body and eating attitudes and behaviours.

Influence via Ethos: On the Persuasive Power of Reputation in Deliberation Online

Deliberation among individuals online plays a key role in shaping the opinions that drive votes, purchases, donations, and other critical offline behavior. Yet, the determinants of opinion change via persuasion in deliberation online remain largely unexplored. Our research examines the persuasive power of ethos—an individual’s “reputation”—using a seven-year panel of over a million debates from an argumentation platform containing explicit indicators of successful persuasion. We identify the causal effect of reputation on persuasion by constructing an instrument for reputation from a measure of past debate competition and by controlling for unstructured argument text using neural models of language in the double machine-learning framework. We find that an individual’s reputation significantly impacts their persuasion rate above and beyond the validity, strength, and presentation of their arguments. In our setting, we find that having 10 additional reputation points causes a 31% increase in the probability of successful persuasion over the platform average. We also find that the impact of reputation is moderated by characteristics of the argument content, in a manner consistent with heuristic information processing under cognitive overload. We discuss managerial implications for platforms that facilitate deliberative decision making for public and private organizations online.This paper was accepted by Anandhi Bharadwaj, information systems.Funding: This research was supported in part by the University of Wisconsin Madison Office of the Vice Chancellor for Research and Graduate Education with funding from the Wisconsin Alumni Research Foundation, and by the Carnegie Mellon University Graduate Student Assembly and Provost’s Office. Computing support was provided in part by the Social Science Computing Cooperative at the University of Wisconsin Madison.Supplemental Material: Data and the online appendix is available at https://doi.org/10.1287/mnsc.2023.4762 .

The unembodied metaphor: comprehension and production of tactile metaphors without somatosensation

Introduction Proposals for embodied metaphor and embodied cognition have suggested abstract concepts are understood indirectly through the simulation of previous sensory experiences in a different domain. While exceptions have been observed for sensory deficits and impairments that are common, such as vision and audition, it is commonly assumed that somatosensation (proprioception, haptic touch, pain, pressure, temperature, etc.) is fundamental for the comprehension of production of sensory metaphors and much abstract thought in general. In this way, our past sensory experiences are critical to our understanding not just of the world around us but also of our sense of selves. This would suggest that Kim, who was born without somatosensation, would have difficulty understanding, using, or even thinking about many abstract concepts typically linked to different sensory experiences through metaphor, including a creation of a sense of self. Methods To examine her comprehension of sensory metaphors, Kim was asked to select the best sensory idiomatic expression given its context. Her friends and family as well as a representative sample of individuals online were recruited to complete the survey as controls. Additionally, we transcribed and analyzed six hours of unprompted speech to determine if Kim spontaneously uses somatosensory metaphors appropriately. Results Results from the idiomatic expression survey indicate that Kim performs as well as controls despite lacking any previous direct sensory experiences of these concepts. Analysis of the spontaneous speech highlights that Kim appropriately uses tactile expressions in both their concrete sensory and abstract metaphorical meanings. Discussion Taken together, these two studies demonstrate that what is lost in sensory experiences can be made up in linguistic experiences, as Kim's understanding of tactile words was acquired in the complete absence of somatosensory experiences. This study demonstrates that individuals can comprehend and use tactile language and metaphor without recruiting past somatosensory experiences, and thus challenges a strong definition of embodied cognition which requires sensory simulations in language comprehension and abstract thought.

Evaluation of adherence to the Mediterranean diet with sustainable nutrition knowledge and environmentally responsible food choices.

Dietary patterns and their possible effects on health and the environment are becoming increasingly important. It is thought that nutritionally balanced diets can also be compatible with environmental targets and, therefore, the Mediterranean diet (MD), which is regarded as a sustainable diet model, comes to the fore. This study was carried out to evaluate adherence to the MD with sustainable nutrition knowledge and environmentally responsible food choices and to determine the factors affecting adherence. A questionnaire prepared by the researchers was sent to individuals online and 1732 adults living in Turkey participated in this cross-sectional study. Adherence to the MD was evaluated with the Mediterranean Diet Adherence Screener (MEDAS). In addition, questions were asked about nutritional knowledge and environmentally responsible food choices to evaluate the sustainable nutritional behaviors of individuals. Half of the participants (51.1% of men / 53% of women) adhere to the MD at a moderate level. Even the individuals with the highest adherence to the MD had low compliance with the recommendations for fruit (43.4%) and fish (37.3%) consumption. A one-unit increase in age, sustainable nutrition knowledge score, and environmentally responsible food choices score increases the MD adherence score by 0.08, 0.125, and 0.148 points, respectively (p < 0.005). Individuals with high adherence to the MD avoid consuming genetically modified organism food more (p < 0.001), prefer to consume environmentally labeled foods (p < 0.001), and buy food more from local businesses (p < 0.001), while they prefer to buy imported food less (p = 0.034). The results of this study showed that some strategies should be developed to increase the adaptation of individuals to the MD and sustainable nutritional behaviors. Nutritionally adequate, sustainable, and eco-friendly nutritional behaviors should be encouraged to increase the possible health benefits of nutrition and minimize environmental effects. To promote sustainable nutrition, firstly it is important to determine the knowledge level of individuals concerning sustainable nutrition and, for this purpose, it is thought that an international valid sustainable nutrition knowledge assessment tool is needed.

Cybersecurity in Algeria

Cybersecurity is an important issue for individuals, organizations, and governments in Algeria and around the world. Cyberattacks can have serious consequences, including financial loss, theft of sensitive information, damage to reputation, and disruption of essential services. To help protect against these types of threats, it is important for individuals and organizations to take steps to secure their systems and data. This can include using strong passwords, keeping software and security protocols up to date, and being cautious when interacting with unfamiliar websites or individuals online. Governments may also have policies and regulations in place to help protect against cyber threats and to respond to incidents when they do occur. Algeria is currently not among the countries that prioritize cyber security sufficiently.

Cognitive training, but not EEG-neurofeedback, improves working memory in healthy volunteers.

Working memory performance can be influenced by motivational factors, which may be associated with specific brain activities, including suppression of alpha oscillations. We investigated whether providing individuals online feedback about their ongoing oscillations (EEG-neurofeedback) can improve working memory under high and low reward expectancies. We combined working memory training with neurofeedback to enhance alpha suppression in a monetary-rewarded delayed match-to-sample task for visual objects. Along with alpha, we considered the neighbouring theta and beta bands. In a double-blind experiment, individuals were trained over 5 days to suppress alpha power by receiving real-time neurofeedback or control neurofeedback (placebo) in reward and no-reward trials. We investigated (i) whether neurofeedback enhances alpha suppression, (ii) whether monetary reward enhances alpha suppression and working memory, and (iii) whether any performance benefits of neurofeedback-training would transfer to unrelated cognitive tasks. With the same experimental design, we conducted two studies with differing instructions given at the maintenance, yielding together 300 EEG recording sessions. In Study I, participants were engaged in a mental calculation task during maintenance. In Study II, they were instructed to visually rehearse the sample image. Results from Study I demonstrated a significant training and reward-anticipation effect on working memory accuracy and reaction times over 5 days. Neurofeedback and reward anticipation showed effects on theta suppression but not on alpha suppression. Moreover, a cognitive training effect was observed on beta suppression. Thus, neurofeedback-training of alpha was unrelated to working memory performance. Study II replicated the training and reward-anticipation effect on working memory but without any effects of neurofeedback-training on oscillations or working memory. Neither study showed transfer effects of either working memory or neurofeedback-training. A linear mixed-effect model analysis of neurofeedback-independent training-related improvement of working memory combining both studies showed that improved working memory performance was related to oscillatory changes over training days in the encoding and maintenance phases. Improvements in accuracy were related to increasing beta amplitude in reward trials over right parietal electrodes. Improvements in reaction times were related to increases in right parietal theta amplitude during encoding and increased right parietal and decreased left parietal beta amplitudes during maintenance. Thus, while our study provided no evidence that neurofeedback targeting alpha improved the efficacy of working memory training or evidence for transfer, it showed a relationship between training-related changes in parietal beta oscillations during encoding and improvements in accuracy. Right parietal beta oscillations could be an intervention target for improving working memory accuracy.

A Hybrid CRNN Model for Multi-Class Violence Detection in Text and Video

Gender-based violence is a critical issue that not only poses a threat to physical safety but also has significant impacts on mental health. Shockingly, up to 1 billion children aged 2-17 years are estimated to have experienced gender-based violence globally, making it a pressing concern for the machine learning and deep learning communities to address. To end this, a novel approach has been proposed in the form of a Convolutional Neural Network and bi-directional LSTM (CRNN) to classify three types of violence present in both text and video data, thereby making the internet a safer space for individuals. The proposed approach utilises two datasets consisting of 400 and 600 samples each for videos and text, respectively, to improve the precision and accuracy of the model. The use of a Convolutional Recurrent Neural Network framework combined with LSTM layers has resulted in an accuracy of 97% on text and 96% on videos, surpassing the performance of existing RNN models. Additionally, the inclusion of dropout and regularizer layers has helped the model avoid overfitting and generalise better on unseen data. Overall, the CRNN-based approach presents a promising solution to the problem of gender-based violence detection, with the potential to significantly improve the safety of individuals online. By leveraging the power of machine learning and deep learning, we can contribute towards creating a safer and more equitable world for all.

Investigating the Relationship Between Differentiation and Moral Justice in Sexual Satisfaction

Objective: This study aims to investigate the model of the relationship between differentiation and moral justice in sexual satisfaction. Methods: This descriptive and applied research was done based on structural equations. The statistical population consisted of 300 individuals who were selected via the convenience sampling method. The differentiation questionnaire moral justice questionnaire were distributed to the individuals online. Results: The results indicated that differentiation (0.243) (P&lt;0.01), and moral justice (0.175) (P&lt;0.01) are related to sexual satisfaction. Conclusion: The individual and interpersonal dimensions of human beings can affect sexual satisfaction. According to different human dimensions, it is suggested that cognitive issues, interpersonal relationships, and moral dimensions be trained even before starting marital life as a model. Meanwhile, conditions can be provided to promote sexual satisfaction and its continuation in a safe and healthy environment to help maintain this path.

Applying Positive Psychology’s SubjectiveWell‐Beingto Online Interactions

ABSTRACTThis paper outlines the complexity of the psychological construct of individuals' subjective well‐being (SWB) and argues for the importance of examining behaviours and linguistic expression of individuals online social interactions in relation to self‐reported SWB. This paper calls for a systematic review of the psychology research which examines SWB and its association with various character strengths, personality traits, and behaviours. While the Big Five personality traits (OCEAN) have an underlying neuropsychological basis and are considered as universal dimensions of personality along which humans differ one from another, minimal research has attempted to evaluate the relationship between personality traits, SWB, and online interactions.