Program behaviour prediction is essential for confirming program attributes and guaranteeing system dependability. The interleaving of execution pathways caused by features like concurrency and resource restrictions makes it especially difficult to understand the behaviour of large software systems. As a result, it might be quite difficult to predict how such software would behave. We provide a Software Behaviour Prediction (SBP) model that fully captures and precisely forecasts software behaviour to overcome this difficulty. The SBP model increases the precision and effectiveness (...) of recognising target states or software behaviours by utilising the machine learning ideas of Multi-label Classification (MLC) and Long Short-Term Memory (LSTM) networks. In addition, we present a threshold determination technique intended to increase MLC task accuracy. In real-world applications, our SBP model can comprehensively and iteratively forecast the states in subsequent execution path moments, doing away with the requirement to analyse the software's starting state. This feature makes it possible for our method to forecast software behaviour more accurately and effectively than the baseline models. The outcomes of the experiment show how well the SBP model predicts several simultaneous behaviours in intricate software systems. Furthermore, the SBP model outperforms the baseline approaches in terms of resource efficiency. These results demonstrate the SBP model's applicability and potential influence in real-world situations, providing encouraging paths for strengthening software design methodologies and boosting system dependability. (shrink)

Recent studies show that the current punitive approach to bullying, in the form of zero-tolerance policies, is ineffective in reducing bullying and school violence. Despite this significant finding, anti-bullying legislation is increasing. The authors argue that these policies are not only ineffective but that they are also unjust, harmful, and stigmatizing. They advocate a broader integrative approach to bullying programs that includes both victims and bullies.

Student bullying a teacher is a phenomenon given with the least attention and focus since the perpetrators were seen as the academe itself. This descriptive study aims to determine the understanding and behavior of students in a higher education institution towards teacher bullying. The study surveyed 105 conveniently selected respondents from the three (3) different departments of a local community college in Olongapo City who were currently enrolled within the school year of 2017-2018. A draft questionnaire was created (...) and submitted for validity, reliability, and consistency checks from different experts. The data collected were then processed using SPSS 22. The following results were generated: the respondent was a female, 18-20 years of age, first-year level and studying under the College of Business and Accountancy. The respondents moderately understood the idea of teacher bullying by students and their behavior towards teacher bullying by students is slightly inappropriate. Significant findings were found when the variables were grouped according to the year level and the department. There was also a low direct relationship that was observed between the understanding, year level and department. Based on the results, pertinent institutional policies and programs were recommended and suggested. (shrink)

There have been 417 gun violence in schools since Columbine. In these shootings, more than 383,000 students were killed. At the time of the event, most offenders of school mass shootings were targets of school bullying, experiencing a mental health crisis, and a history of depression. Effective interventions and support that could help prevent or reduce school bullying incidents require understanding the process of demoralization and empowering social change. This paper is part of an original constructivist grounded theory (...) study on democratic social change in America explored through a post hoc polytheoretical framework comprised of Foucauldian, Bourdieuan, and Marxist power. It aims to answer the question: In which areas would the democratic social change grounded theory resonate the most? Of significance was the finding of a novel framework from which to understand and assess how students unknowingly use power strategies that could lead to the demoralization of targets of bullying who lack adequate coping skills and meaningful support and an empowering social change process that could counter demoralization and lead to security. More research is needed on bully-involved demoralization and specific interventions that lead to positive and sustainable social change. (shrink)

An assortment of kinds of attacks and aggressive behaviors toward artificial intelligence (AI)-enhanced robots has recently emerged. This paper explores questions of how the human emotions and motivations involved in attacks of robots are being framed as well as how the incidents are presented in social media and traditional broadcast channels. The paper analyzes how robots are construed as the “other” in many contexts, often akin to the perspectives of “machine wreckers” of past centuries. It argues that focuses on the (...) emotions and motivations of robot attackers can be useful in mitigating anti-robot activities. “Hate crime” or “hate incident” characterizations of some anti-robot efforts should be utilized in discourse as well as some future legislative efforts. Hate crime framings can aid in identifying generalized antagonism and antipathy toward robots as autonomous and intelligent entities in the context of antirobot attacks. Human self-defense may become a critical issue in some anti-robot attacks, especially when apparently malfunctioning robots are involved. Attacks of robots present individuals with vicarious opportunities to participate in anti-robot activity and also potentially elicit other aggressive, copycat actions as videos and narrative accounts are shared via social media as well as personal networks. (shrink)

Cyber bullying affects many adolescents and teens on a daily basis; it is a form of violence that can do lasting harm to people at different ages and social status in a society. Cyber bullying is real experience that has been in existence for a quite a long time; Bullying statistics show that cyber bullying is a serious problem among teens and gaining roots among adults. By being more aware of cyber bullying, teens and adults (...) can help to fight it. Cyber bullying involves using technology, like cell phones and the Internet, to bully or harass another person. The introduction of social media and other communication systems has seen several people being bullied online by those who are already proficient on the platforms. The reasons behind cyber bullying might or might not be mala-fide but its existence isn’t in the best interest. It has been looked at mainly from the teens’ effect both in physical and psychological perception not realizing that adults are also equally affected. The impact on adults comes in different forms and has serious impact on the families and work places. The impact at work places affects productivity due to psychological trauma, legal involvement, shame/embarrassment whenever it goes public. Some people have gone to point of resigning from jobs, others have buried themselves into work for fear of victimization, others have committed suicide - At whatever level of status in society there is a great repercussion that is if situation is not put under control the victim can easily go down to a total down trend. Cyber bullying has fatal consequences and existing laws about it are woefully lacking despite some legal measures having been put in place but it gets tricky especially if the cyber bully is anonymous. There are cybercrime cells that help in preventing cyber bullying or minimize the happenings to set up a good working environment that may increase individual productivity and increase organisations profits. (shrink)

Increased online use and allowing users to engage with groups such as digital networking have contributed to the growth of hacking. Online abuse is a new type of harassment that has lately become more prevalent as online communities have grown in popularity. It tends to send messages which included defamatory claims or vocally harassing someone while in the internet group. Only if modern civilization recognizes harassment as it truly is, countless of hidden sufferers may continue to suffer. There have been (...) several studies on cyberbullying, but none of them have been able to offer a solid remedy. By creating a model that can recognize and block bullyingrelated incoming and outgoing communications, we address this issue in our project. By employing supervised classification techniques on an opensource dataset that has been carefully annotated, we hope to provide lexical baselines for this job. We used machine learning algorithm of logistic regression. Our model classifies a message whether its bullying or not. (shrink)

Derogatory terms (racist, sexist, ethnic, and homophobic epithets) are bully words with ontological force: they serve to establish and maintain a corrupt social system fuelled by distinctions designed to justify relations of dominance and subordination. No wonder they have occasioned public outcry and legal response. The inferential role analysis developed here helps move us away from thinking of the harms as being located in connotation (representing mere speaker bias) or denotation (holding that the terms fail to refer due to inaccurate (...) descriptive content). The issue is not bad attitudes or referential misfires. An inferential role semantic analysis of derogatory terms shows exactly what is at stake between those who argue that the terms should be eliminated (Absolutists) and those who claim they can be successfully rehabilitated (Reclaimers). The Reclaimer maintains, and the Absolutist denies, that certain contexts can detach the derogatory force from deeply derogatory terms. The article looks at these claims with respect to ‘nigger’ and ‘dyke,’ setting out the inferential role of each term and examining detachability potential. Explaining detachability in terms of linguistic commitments, this article also addresses the issue of whether such terms count as political discourse, and examines the implications of that issue. (shrink)

Calling someone fat is not only cruel and unkind—it also subordinates them. While the sharpest and most immediate harms of fatphobic bullying are emotional and psychological, these vary according to the resilience of the target. What one person can laugh off, another feels deeply, perhaps for years. But ‘fat-calling’ does not only have individual harms—it also perpetuates a subordinating social structure ranking fat people as inferior. Despite recent work on obesity and fatphobia, the conversational dynamics of ascribing fatness to (...) someone else (rather than oneself) are relatively unexplored, especially in philosophy. This paper argues that fat-calling assigns its target a subordinate discourse role, constraining their subsequent conversational behaviour and permitting further discriminatory behaviour from interlocutors. And these conversational norm-changes alter the initial permissibility conditions of future conversations to the detriment of fat people. This is not to say that fat-calling is morally equivalent to slurs and hate speech—but it does show that it leverages similar conversational mechanisms to entrench injustice. (shrink)

This paper explores ludonarrative dissonance as it occurs in sport, primarily as the conflict experienced by participants between dominant narratives and self-generated interpretations of embodied experience. Taking self-narrative as a social rather than isolated production, the interaction with three basic categories of dominant narrative is explored: transformative, representing a spectrum from revelatory to distorting, bullying and colonising. These forms of dominant narrative prescribe interpretations of the player’s experience of play and of self that displace their own, with the end (...) result of dissonance and self-alienation. (shrink)

This article is a theoretical treatment of feminist epistemology of crime, which advocates the centrality of gender as a theoretical starting point for the investigating of digital crimes. It does so by exploring the synergy between the feminist perspectives and the Tripartite Cybercrime Framework (TCF) (which argues that three possible factors motivate cybercrimes – socioeconomic, psychosocial, and geopolitical) to critique mainstream criminology and the meaning of the term “cybercrime”. Additionally, the article examines gender gaps in online harassment, cyber‐bullying, cyber‐fraud, (...) revenge porn, and cyber‐stalking to demonstrate that who is victimised, why, and to what effect are the critical starting points for the analysis of the connections between gender and crimes. In turn, it uses the lens of intersectionality to acknowledge that, while conceptions of gender and crime interact, they intersect with other categories (e.g., sexuality) to provide additional layers of explanation. To nuance the utilitarian value of the synergy between the TCF and the feminist perspectives, the focus shifts to a recent case study (which compared socioeconomic and psychosocial cybercrimes). The article concludes that, while online and offline lives are inextricably intertwined, the victimisations in psychosocial cybercrimes may be more gendered than in socioeconomic cybercrimes. These contributions align the TCF to the feminist epistemology of crime in their attempt to move gender analysis of digital crimes “from margin to centre”. (shrink)

In this chapter we argue that emotions are mediated in an incomplete way in online social media because of the heavy reliance on textual messages which fosters a rationalistic bias and an inclination towards less nuanced emotional expressions. This incompleteness can happen either by obscuring emotions, showing less than the original intensity, misinterpreting emotions, or eliciting emotions without feedback and context. Online interactions and deliberations tend to contribute rather than overcome stalemates and informational bubbles, partially due to prevalence of anti-social (...) emotions. It is tempting to see emotions as being the cause of the problem of online verbal aggression and bullying. However, we argue that social media are actually designed in a predominantly rationalistic way, because of the reliance on text-based communication, thereby filtering out social emotions and leaving space for easily expressed antisocial emotions. Based on research on emotions that sees these as key ingredients to moral interaction and deliberation, as well as on research on text-based versus non-verbal communication, we propose a richer understanding of emotions, requiring different designs of online deliberation platforms. We propose that such designs should move from text-centred designs and should find ways to incorporate the complete expression of the full range of human emotions so that these can play a constructive role in online deliberations. (shrink)

H´ector-Neri Casta˜neda-Calder´on (December 13, 1924–September 7, 1991) was born in San Vicente Zacapa, Guatemala. He attended the Normal School for Boys in Guatemala City, later called the Military Normal School for Boys, from which he was expelled for refusing to fight a bully; the dramatic story, worthy of being filmed, is told in the “De Re” section of his autobiography, “Self-Profile” (1986). He then attended a normal school in Costa Rica, followed by studies in philosophy at the University of San (...) Carlos, Guatemala. He won a scholarship to the University of Minnesota, where he received his B.A. (1950), M.A. (1952), and Ph.D. (1954), all in philosophy. His dissertation, “The Logical Structure of Moral Reasoning”, was written under the direction of Wilfrid Sellars. He returned to teach in Guatemala, and then received a scholarship to study at Oxford University (1955–1956), after which he took a sabbatical-replacement position in philosophy at Duke University (1956). His first full-time academic appointment was at Wayne State University (1957– 1969), where he founded the philosophy journal Noˆus (1967, a counter-offer made to him by Wayne State to encourage him to stay there rather than to take the chairmanship of philosophy at the University of Pennsylvania). In 1969, he moved (along with several of his Wayne colleagues) to Indiana University, where he eventually became the Mahlon Powell Professor of Philosophy and, later, its first Dean of Latino Affairs (1978–1981). He remained at Indiana until his death. He was also a visiting professor of philosophy at the University of Texas at Austin (1962–1963) and a fellow at the Center for Advanced Study in the Behavioral Sciences (1981–1982). He received grants and fellowships from the Guggenheim Foundation (1967–1968), the T. Andrew Mellon Foundation, the National Endowment for the Humanities, and the National Science Foundation. He was elected President of the American Philosophical Association Central Division (1979– 1980), named to the American Academy of Arts and Sciences (1990), and received the Presidential Medal of Honor from the Government of Guatemala (1991). Casta˜neda’s philosophical interests spanned virtually the entire spectrum of philosophy, and his theories form a highly interconnected whole.. (shrink)

David Gauthier suggested that all genuine moral problems are Prisoners Dilemmas (PDs), and that the morally and rationally required solution to a PD is to co-operate. I say there are four other forms of moral problem, each a different way of agents failing to be in PDs because of the agents’ preferences. This occurs when agents have preferences that are malevolent, self-enslaving, stingy, or bullying. I then analyze preferences as reasons for action, claiming that this means they must not (...) target the impossible, they must be able to be acted on in the circumstances, their targets must be attainable, and having the preferences must make their targets more likely. For groups of agents to have a distribution of preferences, their preferences must jointly have those four features, this imposing a kind of universalizability requirement on possible preferences. I then claim that, if all agents began with preferences satisfying these requirements, their preferences would not be of the morally problematic sort (on pain, variously, of circularity or contradiction in the specification of their targets). Instead, they would be either morally innocent preferences, or ones which put the agents in PDs. And it would then be instrumentally rational for the agents to prefer mutual co-operation. Thus if all agents initially had rationally permissible preferences and made rational choices of actions and preferences thereafter, they would never acquire immoral preferences, and so never be rationally moved to immoral actions. Further, the states of affairs such agents would be moved to bring about would be compatible with what Rawls’ agents would chose behind a veil of ignorance. Morality therefore reduces to rationality; necessarily, the actions categorically required by morality are also categorically required by rationality. (shrink)

Many view cancellation as a method for holding influential personalities accountable for bad behavior, while others think cancelling amounts to censorship and bullying. I hold that neither of these accounts are worth pursuing, especially if the aim is social progress. In this paper, I offer a situated account of cancellation and cancel culture, locating the phenomenon in our exclusionary history while examining the social dynamics of belief. When we situate cancel culture, we can see how problematic instances of cancelling (...) are embedded in ignorance. While combatting ignorance appears to call for a remedy rooted in feminist standpoint epistemology, there are risks in adopting naive practices of deference. Applying criticisms of epistemic injustice and adopting Táíwò’s elite capture framework, I explain how well-intentioned cancelling can work against social movements. Since epistemic trust mechanisms discourage self-reflection and belief revision, the relevant tactics for enacting social change—coalition politics and education—seem out of reach. I conclude by sketching cancel culture as a diagnostic tool: cancellation can be used appropriately in marginalized communities, but when it comes to combatting ignorance among privileged folks, we should view cancel culture as a method for determining where our social institutions are failing us. (shrink)

Such a bewildering and contradictory welter of behaviors and traits are connoted by “honor” and its best equivalents in other languages that analyses of the concept have daunted philosophers, anthropologists, sociologists, political scientists, historians, and literary scholars for millennia. Is it an external good given — and revoked just as easily — by others? Or does “honor” name an inner good that’s absolutely in our control: our integrity, our very commitment to right conduct? Is honor a central moral virtue — (...) as when we might say that “all was lost, save our honor”? Or is it a good quality that’s not-quite “moral,” or indeed even an antiquated virtue hostile to true morality? Is the honorable man a heroic figure who protects the weak, or one who can be expected to bully the weak, as in the case of “honor killings”? Is honor aristocratic and inegalitarian, and thus a virtue that enables and ennobles what’s essentially oppression? Or is honor a signal virtue of fair-dealing, fair-fighting, and fair competition, as evidenced in sportsmanship? (shrink)

Metaphysical considerations aside, today’s inheritors of the tradition of natural philosophy are primarily scientists. However, they are oblivious to the human factor involved in science and in seeing how political, religious, and other ideologies contaminate our visions of nature. In general, philosophers observe human (historical, sociological, and psychological) processes within the construction of theories, as well as in the development of scientific activity itself. -/- In our time, feminism—along with accompanying ideas of identity politics under the slogan “diversity, inclusion, equity”—has (...) emerged in science policies. The vast majority of scientists (including myself) are convinced that discrimination is reprehensible. We also believe that all individuals of any sex, race, ethnic group, or ideology should be valued in academia solely based on his or her merits and potential through equality programs. However, as I will show in this article, political indoctrination has inadmissibly undertaken the struggle for equality in academic institutions in Western countries. I argue here that universities and research institutes should be politically free (neutral) to encourage academic freedom. -/- One negative aspect of equality programs is that worldwide, scientists are harassed for expressing opinions related to the “gender” issue. This situation severely restricts scientists’ freedom of expression, even within the limits of the law. Codes of conduct extending beyond legal boundaries are examples of this issue. Scientists who express their views about “gender” are often harassed, bullied, and socially or academically excluded. Thus, we are witnessing a wave of proselytizing in research institutes and science-associated media. Today, there is widespread biased propaganda of “victimhood”. This propaganda proposes positive discrimination and increasing women’s participation in unnatural ways. It also bends the history of science by overvaluing the creations of forgotten women, offering lectures on indoctrination, organizing congresses on gender and science, and persecuting anyone who sees the subject differently. All of this covered by a multitude of associations that financially benefit from these discourses through succulent subsidies of public money. Apparently, feminism is no longer about fighting against discrimination. Instead, it is about imposing an ideology and giving more power to one group of people. Thus, we must ask whether the end justifies the means. (shrink)

The authors of the contribution closely follow the published results of their sociological research regarding views of Slovak teachers at primary and secondary schools in the area of relationships with students, parents, colleagues and superiors (Gluchman, & Gluchmanová, 2016). The present contribution analyses views of students at the second level of primary school and at secondary schools by means of evaluating their relationship to teachers, as well as relationships between parents and teachers while students’ views regarding the presence of violence (...) and bullying at school are also addressed. The research results indicate that almost a third of students do not perceive their teachers as ethical models of behaviour and actions; moreover, they have also witnessed instances of corrupt behaviour on the part of teachers. On the other hand, almost two thirds of students appreciate that teachers, when addressing problems at school, proceed in accordance with ethical principles and norms. Unlike teachers, students do not believe serious problems are present when it comes to the behaviour of parents toward teachers. They, however, believe the behaviour of students towards teachers is a more problematic area. (shrink)

The Psychology of Juvenile Delinquency: Understanding Causes and Solutions -/- Juvenile delinquency is a major societal concern, as it involves young individuals engaging in criminal or antisocial behavior. The study of its psychology seeks to understand why adolescents commit crimes, what factors influence their actions, and how society can prevent and rehabilitate them. This essay explores the psychological theories behind juvenile delinquency, the causes that contribute to it, and the possible interventions to reduce its occurrence. -/- Psychological Theories of Juvenile (...) Delinquency -/- Psychologists have developed various theories to explain why some juveniles engage in delinquent behavior. These theories provide insight into the mental and social processes that lead to criminal tendencies. -/- 1. Psychodynamic Theory (Freud) -/- Sigmund Freud proposed that early childhood experiences shape personality and behavior. If a child experiences neglect, abuse, or trauma, unresolved conflicts in the unconscious mind can lead to delinquent actions. -/- A weak superego (the moral part of the mind) may result in impulsive and criminal behavior due to a lack of guilt or moral reasoning. -/- 2. Behavioral Theory (Skinner) -/- B.F. Skinner’s behavioral theory suggests that actions are learned through reinforcement and punishment. -/- If a juvenile receives rewards (such as money, respect, or approval) from criminal behavior, they are likely to repeat it. -/- If punishment is inconsistent or absent, delinquency may continue. -/- 3. Social Learning Theory (Bandura) -/- Albert Bandura’s theory states that children learn by observing others. If they grow up in environments where crime is normalized, they may imitate criminal behavior. -/- Role models, such as parents, peers, or media figures, significantly influence a child’s behavior. -/- 4. Cognitive Theories -/- These theories focus on how juveniles process information and make decisions. -/- Some youth develop faulty thinking patterns, such as blaming others for their mistakes or justifying criminal actions. -/- Poor problem-solving skills and impulsivity also contribute to delinquency. -/- Causes of Juvenile Delinquency -/- Understanding the causes of juvenile delinquency is crucial in addressing and preventing it. Multiple factors contribute to criminal behavior among young individuals. -/- 1. Family Factors -/- A broken home, neglect, or abusive parenting can push children toward delinquency. -/- Children who experience harsh discipline, lack of supervision, or parental criminal behavior may develop antisocial tendencies. -/- 2. Peer Influence -/- Adolescents are highly influenced by their peers. If they associate with delinquent peers, they are more likely to engage in criminal behavior. -/- Gangs provide a sense of identity and belonging, but they also promote illegal activities. -/- 3. Socioeconomic Factors -/- Poverty, unemployment, and lack of educational opportunities can push juveniles toward crime. -/- In disadvantaged neighborhoods, exposure to drugs, violence, and criminal role models increases the likelihood of delinquency. -/- 4. Psychological and Biological Factors -/- Some juveniles have low self-control, high aggression, or mental health disorders (such as ADHD or conduct disorder), which increase the risk of delinquency. -/- Studies suggest that genetics and brain development also play a role in impulsive and violent behavior. -/- 5. School and Community Factors -/- Academic failure, dropping out of school, and negative school experiences can contribute to delinquency. -/- Weak social institutions and a lack of recreational activities lead to boredom, making crime an appealing alternative. -/- Prevention and Rehabilitation -/- To reduce juvenile delinquency, a combination of early intervention, education, family support, and rehabilitation is necessary. -/- 1. Family Interventions -/- Parents should receive training on effective discipline, supervision, and communication skills. -/- Family counseling can help resolve conflicts and strengthen relationships. -/- 2. School-Based Programs -/- Early education programs can improve academic skills and social behavior, reducing the risk of delinquency. -/- Schools should implement anti-bullying programs and mentorship initiatives to create a positive environment. -/- 3. Community Programs -/- After-school activities, sports, and vocational training can provide alternatives to crime. -/- Rehabilitation centers should focus on therapy, skill development, and reintegration into society. -/- 4. Legal and Social Policies -/- The justice system should prioritize rehabilitation over punishment for juvenile offenders. -/- Policies that address poverty, inequality, and access to education can reduce crime incentives. -/- Conclusion -/- Juvenile delinquency is a complex issue influenced by psychological, social, and environmental factors. Understanding the psychological roots of delinquent behavior can help in creating effective prevention and rehabilitation programs. By strengthening families, improving education, and providing positive social influences, society can reduce juvenile crime and help young individuals develop into responsible citizens. Addressing juvenile delinquency is not just about punishing offenders but also about addressing the underlying causes and guiding youth toward a better future. -/- . (shrink)

The rise of social media has created a new platform for communication and interaction, but it has also facilitated the spread of harmful behaviors such as cyberbullying. Detecting and mitigating cyberbullying on social media platforms is a critical challenge that requires advanced technological solutions. This paper presents a novel approach to cyberbullying detection using a combination of supervised machine learning (ML) and natural language processing (NLP) techniques, enhanced by optimization algorithms. The proposed system is designed to identify and classify cyberbullying (...) behavior in real-time, analyzing textual data from social media posts to detect harmful content. The model is trained on a large dataset of labeled instances of bullying and non-bullying content, using supervised ML algorithms such as Support Vector Machines (SVM), Decision Trees, and Random Forest. NLP techniques, including sentiment analysis, keyword extraction, and text vectorization, are employed to preprocess and transform the data into a format suitable for machine learning. T. (shrink)

The Responsibility of Freedom of Speech and the Role of Media in Propagating Correct Knowledge -/- In modern societies, freedom of speech is often heralded as a fundamental right, allowing individuals to express their thoughts and opinions freely. However, the concept of absolute freedom of speech is not without its flaws. When viewed through the lens of natural laws, including the universal law of balance, the unchecked exercise of speech can lead to societal imbalances. It is essential to recognize that (...) while individuals should be allowed to voice their opinions, this freedom comes with the responsibility to ensure that speech contributes positively to societal harmony, personal growth, and the well-being of others. This responsibility extends beyond individual action and applies to all forms of media, which play a significant role in shaping public discourse and the flow of information. -/- The Concept of Freedom of Speech and its Pitfalls -/- Freedom of speech, in its ideal form, allows individuals to express their ideas and beliefs without fear of censorship or retribution. This principle is grounded in the belief that diverse viewpoints contribute to the flourishing of democratic societies. However, the unrestricted nature of this freedom can also lead to unintended consequences. When individuals or groups disseminate harmful misinformation, spread hate speech, or manipulate public sentiment for selfish gain, the foundational balance within society is disrupted. The unchecked expression of falsehoods or inflammatory rhetoric can create divisions, incite violence, or foster ignorance—outcomes that are contrary to the well-being of individuals and the harmony of society. -/- The spreading of false beliefs, misinformation, or gossip can be especially damaging. Such behavior not only distorts reality but also erodes trust within communities, making it more difficult for people to distinguish between truth and falsehood. False beliefs can lead to irrational fears, biases, or hatred, and when spread, they contribute to the further fragmentation of societies. In the age of digital media, these harmful narratives can quickly go viral, reaching vast audiences before they can be corrected, amplifying their negative impact. -/- From the perspective of the universal law of balance, the free exchange of ideas must be aligned with the greater good, ensuring that speech contributes to constructive discourse and societal progress. Words are powerful, and their impact on both the individual and collective mind can shape reality in profound ways. Therefore, freedom of speech should not be seen as an absolute right devoid of responsibility. Rather, it must be accompanied by an awareness of its potential effects and a commitment to using it to foster understanding, unity, and truth. -/- The Role of Media In Shaping Knowledge -/- Media, whether traditional or digital, plays a central role in how information is disseminated to the public. In today’s interconnected world, media outlets, including news organizations, social media platforms, and content creators, have an unprecedented influence on shaping public opinion. Given this influence, media must be held to high standards of responsibility, as it is the primary vehicle through which society consumes knowledge. -/- The responsibility of the media extends beyond merely reporting facts; it includes the duty to ensure the accuracy, reliability, and relevance of the information shared. Media outlets must prioritize the dissemination of truth, fact-check their sources, and avoid sensationalism that can distort public perception. Misinformation, especially when propagated through powerful media channels, can have lasting consequences on public trust, societal stability, and personal decision-making. The rapid spread of gossip, rumors, or fake news can lead to unnecessary panic, conflict, or even harm, demonstrating the real dangers of unchecked speech. -/- In the age of information overload, the role of the media is to sift through the noise and present knowledge in a balanced, accessible, and responsible manner. This involves not only reporting on events but also offering analysis and context that help the public understand the deeper implications of the information being shared. Media must act as a filter, ensuring that the knowledge people receive aligns with reality, helps individuals make informed decisions, and contributes to the greater good. -/- The Need for Media Literacy and Accountability -/- As media consumers, individuals must also take responsibility for their engagement with information. Media literacy—the ability to critically analyze, evaluate, and interpret media content—is a crucial skill in today’s world. With the proliferation of social media platforms, where misinformation can spread rapidly, it is more important than ever for individuals to be discerning about the sources of information they trust. Education systems worldwide must prioritize media literacy as part of their curricula, teaching students how to identify credible sources, distinguish between fact and opinion, and recognize the potential for manipulation in media messages. -/- For the youth, empowering them to critically engage with media is especially vital. With the rise of social media and peer-to-peer communication, young people are particularly susceptible to the influence of misinformation and gossip. The spread of rumors or false information among peer groups can have serious social consequences, including damaged reputations, broken friendships, and even bullying. It is essential to foster a sense of personal responsibility in the youth by teaching them the importance of verifying information before sharing it and the harmful effects of spreading unverified or negative content. -/- Youth should be empowered to practice empathy and discernment when interacting with information. Schools, families, and communities can collaborate to teach the younger generation about the consequences of gossip and misinformation—how they can harm individuals, societies, and even themselves. Encouraging open dialogue about the ethical use of information and the value of truth can help instill the importance of responsible speech in the youth. By creating a culture that values truth over sensationalism and empathy over gossip, we can work toward a more informed and balanced society. -/- At the same time, media organizations must be held accountable for the content they produce and share. This accountability requires strong ethical guidelines and transparency, ensuring that media outlets prioritize public welfare over profits or political agendas. The role of media is not merely to entertain or persuade but to educate, inform, and serve as a reliable source of knowledge. Failure to adhere to these responsibilities can lead to misinformation, polarization, and the erosion of public trust. -/- The Importance of Legal Laws in Preventing the Spread of False Information -/- While personal responsibility and media literacy are essential, legal frameworks also play a crucial role in curbing the spread of false information. In the Philippines, laws like the Cyber Libel Law (Republic Act No. 10175) serve as vital tools for combating online defamation, false information, and harmful content. This law holds individuals accountable for spreading libelous statements or malicious rumors online, providing a legal recourse for those affected by misinformation. -/- Such legal measures are important because they act as deterrents, encouraging individuals and organizations to think carefully before sharing content that could harm others or society at large. Legal laws like the Cyber Libel Law help ensure that the digital space is not misused for malicious purposes, such as spreading false beliefs, gossip, or misinformation that can cause public harm. These laws serve to protect individuals’ reputations and prevent the viral spread of content that could lead to social unrest or personal injury. -/- Furthermore, legal frameworks can also push media outlets and digital platforms to take more proactive measures in monitoring and controlling the spread of misinformation. By enforcing penalties for the dissemination of harmful content, governments can encourage media organizations and platforms to adopt stricter content policies and invest in fact-checking mechanisms. Legal safeguards not only protect individuals but also promote accountability, ensuring that those responsible for the creation and dissemination of false information are held liable. -/- While freedom of speech is crucial, the presence of legal frameworks ensures that this right is not abused to the detriment of others. These laws help strike a balance between protecting the right to express opinions and maintaining societal harmony by preventing the spread of falsehoods and malicious gossip. -/- The Balance Between Freedom of Speech and Responsibility -/- In light of the universal law of balance, freedom of speech must be exercised with a sense of duty. The right to express oneself must not come at the expense of societal harmony or the well-being of others. Media, as a conduit for knowledge and discourse, must prioritize accuracy, accountability, and ethical standards in its operations. This includes ensuring that the information they share is balanced, relevant, and rooted in truth. -/- At the same time, it is important to recognize that all individuals, including media practitioners, are part of a larger system. Every word spoken, every article written, and every broadcast made contributes to the collective reality we all experience. The impact of these actions ripples out into society, influencing minds, shaping behaviors, and creating a feedback loop that can either strengthen or weaken the fabric of society. By embracing responsibility in speech and media practices, we can help ensure that our collective decisions align with the natural balance of the world around us, fostering a society that values truth, understanding, and mutual respect. -/- Conclusion -/- The concept of freedom of speech, while important, cannot be viewed as a blanket entitlement devoid of responsibility. The power of speech, when unchecked, can disrupt the natural balance of society, leading to harm, division, and ignorance. Media, as a central vehicle for disseminating knowledge, holds a critical responsibility in ensuring that the information shared is accurate, reliable, and serves the greater good. In this context, freedom of speech should be understood as a tool for fostering truth and unity, not as an unregulated license to mislead or divide. -/- Legal frameworks, such as the Cyber Libel Law, provide essential safeguards, holding individuals accountable for the harm caused by false information. By aligning speech and media practices with the principles of balance, responsibility, and truth, society can move toward a more informed, harmonious, and just future. Moreover, empowering the youth to become responsible consumers and sharers of information is essential in cultivating a generation that values truth, empathy, and ethical communication, ultimately promoting a balanced and well-informed society. -/- . (shrink)

Ketamine is a well-known and widely available general anesthetic from the 1960s that, in sub-anesthetic doses, has been adopted in a limited manner for the treatment of acute suicidality and treatment-resistant depression. Its short onset time and short duration of action make it feasible for use at outpatient clinics. In the US, it has a long history of off-label use and was officially approved for depression treatment in 2019. In Finland, it has been administered to selected hospitalized patients in the (...) public healthcare system since 2010 and became available at a private outpatient clinic very recently. In Norway, it has been administered off-label at a private clinic for approximately 500 patients since mid-2010s and at a public clinic for approximately 300 patients since 2020, with plans on opening more clinics in 2024. In the US, the treatment has been administered to hundreds of thousands of patients. -/- The retrospective ethnographic inquiry part of this study features a Finnish woman in her twenties who suffered from treatment-resistant depression, rooted in her insecure childhood and having been bullied at school, as well as income insecurity and excessive workload in adulthood. Eventually, she was violently raped, which induced an obvious post-traumatic stress disorder and exacerbated her depression, incapacitating her. In the course of approximately five years, she was prescribed ten different anti-depressive medications and seventeen other medications, including various antipsychotic medications and lithium. These failed to provide an anti-depressive effect but resulted in 'massive' adverse effects instead, including 60% weight gain and psychotic hallucinations. Eventually, esketamine spray treatment at a private outpatient clinic resolved her depression in a single session. A weekly re-administration process was ongoing. -/- In this case, repeated esketamine administration alleviated depression by producing accumulating corrective emotional experiences without the need to re-experience previous traumatizing events. In a few months to a year, the transient but accumulating anti-depressive effect typically leads to the resolution of depression in most cases, if the patients' living conditions no longer constantly re-traumatize them. It is necessary to adopt ketamine more widely as an emergency measure while more effective, non-addictive alternatives and complements are prepared for adoption. The cost of this specific pilot program implementation was unscalable, but costs can be reduced by approximately 90% by modifying the implementation details. Ketamine and its more effective alternative, 5-MeO-DMT, can serve a major role in facilitating a rebirth of public and private mental healthcare systems, with treatment efficacy multiplied and treatment costs simultaneously reduced. (shrink)

The Psychology of Gossip Obsession -/- Gossip is a universal human behavior, deeply ingrained in social interactions. While it can serve useful purposes—such as reinforcing social norms and strengthening group bonds—an obsession with gossip can lead to negative consequences, including invasion of privacy, misinformation, and social toxicity. Understanding the psychology behind gossip obsession helps explain why people are so drawn to it and how it can be managed. -/- Why Do People Gossip? -/- 1. Evolutionary Psychology: Survival and Social Bonding (...) -/- In early human societies, gossip helped individuals navigate social hierarchies and avoid potential threats. -/- Sharing information about others’ behaviors allowed groups to regulate social norms and enforce cooperation. -/- People who stayed informed about their peers had an advantage in forming alliances and avoiding deception. -/- 2. Dopamine and the Pleasure of Gossiping -/- Gossip activates the brain’s reward system, releasing dopamine, the same neurotransmitter involved in pleasure and addiction. -/- People feel a sense of excitement or satisfaction when sharing or hearing juicy information, reinforcing the habit. -/- 3. Social Status and Power -/- Gossiping about others can create a sense of social superiority. -/- Those who spread insider knowledge may feel more influential within their social circles. -/- Negative gossip can sometimes be used to diminish the status of others and elevate one’s own standing. -/- 4. Emotional Regulation and Catharsis -/- Talking about others can serve as an emotional outlet, helping people vent frustrations. -/- Sharing experiences of betrayal, unfairness, or scandal can provide a sense of validation and solidarity. -/- 5. Curiosity and the Desire for Novelty -/- Humans are naturally curious, and gossip often involves unpredictable or surprising information. -/- The brain is wired to pay attention to unusual or dramatic events, making gossip irresistible. -/- 6. Fear of Exclusion and the Need for Belonging -/- Staying informed about social dynamics helps people feel included and avoid being left out. -/- Gossiping together strengthens social bonds by creating shared knowledge and experiences. -/- 7. Projection and Psychological Defense Mechanisms -/- Some people gossip to project their insecurities onto others. -/- By focusing on someone else’s flaws, they distract themselves from their own weaknesses. -/- Why Some People Become Obsessed with Gossip -/- 1. Low Self-Esteem and Insecurity -/- Those who lack self-confidence may gossip to shift attention away from themselves. -/- Engaging in gossip can provide a temporary boost in self-worth by making others look worse. -/- 2. Addiction to Drama and Sensationalism -/- Some individuals develop a dependency on the emotional high of gossip. -/- This can be linked to a need for excitement, distraction from boredom, or avoidance of personal issues. -/- 3. Lack of Personal Fulfillment -/- People who are not satisfied with their own lives may focus excessively on the lives of others. -/- Celebrity gossip and social media drama can serve as an escape from their own problems. -/- 4. Peer Pressure and Social Conformity -/- In environments where gossip is a norm, individuals may feel compelled to participate to fit in. -/- Workplace gossip, school cliques, and online communities often encourage this behavior. -/- 5. Media Influence and the Digital Age -/- The internet has made gossip more accessible, encouraging an endless cycle of speculation and commentary. -/- Social media algorithms prioritize sensational and controversial content, reinforcing gossip obsession. -/- Consequences of Gossip Obsession -/- 1. Psychological and Emotional Impact -/- Increased anxiety and paranoia about how one is perceived by others. -/- Reduced trust and deeper insecurities due to constant comparison. -/- 2. Relationship Damage -/- Gossip can ruin friendships, workplace dynamics, and reputations. -/- People who gossip excessively may lose credibility and respect. -/- 3. Ethical and Moral Consequences -/- Spreading false or harmful information can contribute to bullying, defamation, and social division. -/- Unethical gossip can destroy lives and create unnecessary conflict. -/- How to Manage Gossip Obsession -/- 1. Develop Self-Awareness -/- Recognize when gossip is becoming a habit and ask yourself why you are engaging in it. -/- Reflect on whether it serves a meaningful purpose or just fuels negativity. -/- 2. Build Self-Confidence -/- Strengthen your self-worth so you don’t need to elevate yourself by putting others down. -/- Focus on personal growth and meaningful achievements. -/- 3. Seek Positive Social Interactions -/- Surround yourself with people who engage in constructive conversations rather than gossip. -/- Build relationships based on mutual respect and support. -/- 4. Limit Exposure to Toxic Media -/- Avoid celebrity gossip websites, clickbait news, and negative social media feeds. -/- Follow content that promotes personal development, knowledge, and meaningful discussions. -/- 5. Shift the Conversation -/- If a conversation turns into gossip, redirect it to a more positive or neutral topic. -/- Encourage discussions about ideas, experiences, and shared goals instead of personal rumors. -/- 6. Practice Empathy and Compassion -/- Before spreading gossip, consider how it would feel if someone gossiped about you. -/- Recognize that everyone has struggles and flaws, and kindness is more valuable than judgment. -/- 7. Cultivate a Growth Mindset -/- Invest your energy in self-improvement, learning new skills, and pursuing hobbies. -/- The more fulfilled you feel in your own life, the less interest you will have in gossiping about others. -/- Conclusion -/- Gossip obsession is rooted in human psychology, from evolutionary survival instincts to modern social pressures. While gossip can serve as a social tool, excessive engagement in it can be harmful to both individuals and society. By developing self-awareness, practicing empathy, and shifting focus toward meaningful interactions, people can break free from gossip obsession and cultivate a healthier, more positive mindset. -/- . (shrink)

The rise of social media has created a new platform for communication and interaction, but it has also facilitated the spread of harmful behaviors such as cyberbullying. Detecting and mitigating cyberbullying on social media platforms is a critical challenge that requires advanced technological solutions. This paper presents a novel approach to cyberbullying detection using a combination of supervised machine learning (ML) and natural language processing (NLP) techniques, enhanced by optimization algorithms. The proposed system is designed to identify and classify cyberbullying (...) behavior in real-time, analyzing textual data from social media posts to detect harmful content. The model is trained on a large dataset of labeled instances of bullying and non-bullying content, using supervised ML algorithms such as Support Vector Machines (SVM), Decision Trees, and Random Forest. NLP techniques, including sentiment analysis, keyword extraction, and text vectorization, are employed to preprocess and transform the data into a format suitable for machine learning. To optimize the performance of the detection model, techniques such as Grid Search, Genetic Algorithms, and Particle Swarm Optimization are used to fine-tune hyperparameters, resulting in improved accuracy and reduced false positives. The system's effectiveness is validated through experiments conducted on various social media platforms, demonstrating its potential to detect cyberbullying with high precision. Future work will focus on enhancing the model's adaptability to emerging slang and evolving language patterns in social media. Key words: Cyberbullying Detection, Social Media, Supervised Machine Learning, Natural Language Processing (NLP), Optimization Techniques. (shrink)

The rise of social media has created a new platform for communication and interaction, but it has also facilitated the spread of harmful behaviors such as cyberbullying. Detecting and mitigating cyberbullying on social media platforms is a critical challenge that requires advanced technological solutions. This paper presents a novel approach to cyberbullying detection using a combination of supervised machine learning (ML) and natural language processing (NLP) techniques, enhanced by optimization algorithms. The proposed system is designed to identify and classify cyberbullying (...) behavior in real-time, analyzing textual data from social media posts to detect harmful content. The model is trained on a large dataset of labeled instances of bullying and non-bullying content, using supervised ML algorithms such as Support Vector Machines (SVM), Decision Trees, and Random Forest. NLP techniques, including sentiment analysis, keyword extraction, and text vectorization, are employed to preprocess and transform the data into a format suitable for machine learning. To optimize the performance of the detection model, techniques such as Grid Search, Genetic Algorithms, and Particle Swarm Optimization are used to fine-tune hyperparameters, resulting in improved accuracy and reduced false positives. The system's effectiveness is validated through experiments conducted on various social media platforms, demonstrating its potential to detect cyberbullying with high precision. Future work will focus on enhancing the model's adaptability to emerging slang and evolving language patterns in social media. (shrink)

Background: There are many reports in the mass media and scientific literature about child abuse caused by parents. Medical practitioners also are concerned about child abuse and need to grapple with the prevention and early detection of child abuse when working in medical facilities. Aim: The aim of this descriptive study was to explore the relationship between maternal and child factors contributing to child abuse. Methods: A sample of 50 multiparas (mothers with more than 1 child) in a 48-bed postpartum (...) hospital unit in Okinawa prefecture were asked to fill out an anonymous questionnaire regarding the relationship between mothers and their first child in September, 2007. The questionnaire contained 30 items of physical punishment that are quoted from “The Handbook of Correspondence to Child Abuse” (Ministry of Health, Labor and welfare in Japan), 24 items relating to maternal factors and 22 items to child factors, plus items related to mothers’ satisfaction with the health guidance given in the hospital. Data were analyzed using JMP (ver. 14.2; SAS Institute Inc., Cary, NC, U.S.). The significance level was set at 0.05. Results: Forty-one (82%) questionnaires were analyzed. Of the 41 valid responses, 19 mothers reported abusing their children. Child factors contributing to the abuse included the first child’s regression to infantile behavior, bullying younger brothers or sisters and being rough and violent to their friends. The significant maternal factor leading to abuse was the belief that mothers were irritated by their child. Conclusion: A first child’s developmental difficulties had a significant relationship with the harsh punishment by their mothers. The mothers need to understand their child’s developmental behavior and provide a favorable environment for nurturing young children. (shrink)

In the wake of high profile and recent events of blatant privacy violations, which also raise issues of democratic accountability as well as, at least potentially, undermining the legitimacy of current local and international governance arrangements, a rethinking of the justification of the right to privacy is proposed. In this paper, the case of the violation of the privacy of a bullied autistic youngster and the consequent prosecution of 3 Google executives will be discussed first. We will then analyse the (...) arguments made by both academic experts and pundits who agree with Google’s claim that if the first sentence had been left unchallenged, it would have opened the floodgates to several other jurisdictions that would as a consequence have used it as a pretext to increase control on the internet, jeopardising in such a way free speech, which has been seen so far as an inalienable right which should not be censored. Finally, by going beyond the sentences and their immediate contexts, we will propose a theoretical justification of our analysis. Our main claim is that the value of the right to privacy is based on the argument that its violation would undermine citizens’ capacity to participate effectively in democratic politics. (shrink)

This book explores how robotics and artificial intelligence can enhance human lives but also have unsettling “dark sides.” It examines expanding forms of negativity and anxiety about robots, AI, and autonomous vehicles as our human environments are reengineered for intelligent military and security systems and for optimal workplace and domestic operations. It focuses on the impacts of initiatives to make robot interactions more humanlike and less creepy. It analyzes the emerging resistances against these entities in the wake of omnipresent AI (...) applications. It unpacks efforts by developers to have ethical and social influences on robotics and AI, and confronts the AI hype that is designed to shield the entities from criticism. The book draws from science fiction, dramaturgical, ethical, and legal literatures as well as current research agendas of corporations. Engineers, implementers, and researchers have often encountered users' fears and aggressive actions against intelligent entities, especially in the wake of deaths of humans by robots and autonomous vehicles. The book is an invaluable resource for developers and researchers in the field, as well as curious readers who want to play proactive roles in shaping future technologies. (shrink)

In this essay I ask what educational justice might require for children with autism in educational settings where “inclusion” entails not only meaningful access, but also where the educational setting is able to facilitate a sense of belonging and further is conducive to well-being. I argue when we attempt to answer the question “do inclusion policies deliver educational justice?” that we pay close attention to the specific dimensions of well-being for children with autism. Whatever the specifics of individual cases, both (...) an attitude and policy of inclusion must permit parents to choose pragmatic alternatives, i.e., different learning environments, if educational justice is to remain the overriding goal. (shrink)