Meta utilizes sophisticated algorithms and machine learning techniques to analyze the data it collects. By mining this data, Meta can make predictions about users' future behaviors, interests, and preferences.

In countries with a predominantly capitalist system, such as the United States, there is typically a strong emphasis on free markets, private property rights, and limited government intervention in economic affairs. Characteristics of capitalism may include a wide income gap between the wealthy and the poor, a focus on economic growth and consumerism, and a reliance on market forces to allocate resources.

The cultural and social context in which public shaming occurs should be taken into account. Practices that may be acceptable or effective in one cultural context could be harmful or inappropriate in another. It's essential to consider the broader societal norms, values, and power dynamics at play.

Public shaming should primarily target behavior that violates widely accepted social norms or ethical standards. The intention is to highlight the discrepancy between the individual's actions and the expectations of society.

In general, the justification of crowd harassment depends on the context, the methods employed, and the underlying motivations. In general, actions that respect human dignity, uphold principles of fairness and justice, and avoid causing harm to others are more likely to be considered justifiable, while those that violate these principles are not.

Harassments are severe everywhere, both in the real world and on the internet. We can see that nowadays many social media platforms have implemented policies and tools to combat harassment, such as reporting systems, content moderation, and algorithms to detect and remove abusive content. However, despite these efforts, individual harassment remains a significant challenge in online spaces, and further action is needed to effectively address it.

Social media platforms such as Twitter, Facebook, and YouTube played a crucial role in organizing protests, disseminating information. Activists used these platforms to coordinate demonstrations, share images and videos of government crackdowns, and galvanize international support for their causes.

Virtual communication offers unparalleled convenience, enabling individuals to engage in conversations and collaborations without the need for physical proximity. This convenience extends to scheduling meetings, sharing information, and accessing resources, fostering efficiency and productivity.

Platforms should provide privacy settings that allow users to control who can access their content and interact with them. By adjusting these settings, users can manage who can view, comment, or share their posts, thereby exerting control over their online presence.

Platforms typically have policies against hate speech, harassment, or content that promotes violence. However, the threshold for what is considered offensive may vary, and some platforms might allow controversial discussions within certain bounds.

Individuals may engage in self-bullying as a cry for help or to garner sympathy and attention from others. Some individuals may use self-bullying as a form of self-punishment or self-destructive behavior, reflecting underlying issues such as low self-esteem or self-hatred.

Social media platforms can be breeding grounds for cyberbullying and online harassment, which can have severe emotional consequences for victims. Teenage girls may be particularly vulnerable to cyberbullying, which can lead to anxiety, depression, and even suicidal thoughts.

In instances where content goes viral in a manner that diverges significantly from the original creator's intended purpose, it underscores the unpredictable and often uncontrollable nature of social media virality. The TikTok example provided highlights how users can utilize the platform's features, such as the Duet feature, to remix and reinterpret content in ways that may be unforeseen and unintended by the original creator.

When users engage with content by liking, reposting, or replying to it, they contribute to its replication by increasing its visibility within their social networks. These actions signal to the platform's algorithms that the content is engaging or relevant, prompting it to show up more frequently in other users' feeds.

Elon Musk's tweet exemplifies this perspective, as he places the responsibility on users for the outcomes generated by Twitter's recommendation algorithm. This view contrasts with previous owners who sought to improve the algorithm to foster healthier conversations.

I've heard the recommendation algorithm from CSE 416, this is something that can sort based on users' preference. These algorithms analyze various factors such as user engagement history, demographics, interactions with other users, and content relevance to generate personalized recommendations. The goal is to enhance user experience by providing relevant and engaging content while maximizing user engagement and platform usage.

For web construction, application development, and product design, and all those that do not consider accessibility features such as screen reader compatibility, alternative text for images, or keyboard navigation can create barriers for people with visual, auditory, motor, or cognitive impairments. Inclusive design goes beyond addressing the needs of people with disabilities. It involves considering a wide range of users with diverse characteristics and ensuring that the design is usable by as many people as possible. These include factors such as age, cultural background, language proficiency, and technological literacy.

Disability is not solely determined by an individual's physical or cognitive capabilities but is deeply influenced by societal expectations, norms, and the environment. The social model of disability emphasizes that disability is a result of the interaction between individuals and a society that is not accommodating to their needs.

If hackers obtain a user's password from one site, they may attempt to use the same password on multiple sites. A preventing way i s to use unique and strong passwords for each account. Consider using a password manager to generate and store complex passwords.

Using social media platforms often involves a trade-off between convenience and privacy. While these platforms provide features like private messaging, it's crucial to recognize that the data shared, even in supposedly private interactions, is typically stored on the company's servers.

The unintentional poisoning of datasets maybe caused by sampling bias, inappropriate data collection strategies, ethical considerations and so on. This is a critical issue that data collection must be vigilant in ensuring that their datasets accurately represent the diversity of the populations

Social media platforms leverage the vast amount of user data they collect to personalize content, including advertisements. Algorithms can capture user behavior, preferences, and interactions to deliver content tailored to individual users, creating a more engaging experience.

To address the challenges posed by stereotypes involves fostering awareness, promoting cultural competence, and encouraging critical thinking about preconceived notions. Emphasizing individual uniqueness and recognizing the limitations of stereotypes can contribute to a more nuanced and respectful understanding of human diversity.

To deal with trolling, the platforms online communities shousld establish community guidelines to outline acceptable behavior, with consequences for trolling. In severe cases, they can also empower users with tools to block, report, and manage their online experience, and thereby encouraging users to take control of their digital spaces.

I agree on this point. The concept of appropriateness is highly dependent on the social and cultural context. Different communities indeed have distinct expectations and norms, and individuals often adjust their behavior authentically to align with those expectations.

Whether it matters which human typed the tweet depends on individual perspectives. Some may prioritize the content of the message over the specific person typing it, while others may find authenticity in knowing that the individual themselves wrote the tweet.

Social media platforms may become popular fro various internet subcultures, memes, and internet culture, but they might also get criticism due to the prevalence of anti-social behaviors. Therefore it's important to establish restrictions for online safety and user trust.

Using lists is an efficient way to structure and present information, making it more manageable for users to navigate and interact with the vast amount of data on social media platforms. I've also lists to function a music playlist in one of the CSE courses, and I think the principle is quite similar to posting or following/unfollowing on social media platforms.

Decisions about data storage, constraints, and algorithms can contribute to divergent user experiences. Some users may find the system accommodating and aligned with their needs, while others might face challenges or feel excluded.

Addressing these challenges requires careful data preprocessing, validation, and a deep understanding of the context in which the data was collected. It's also important to document changes happened during data cleaning process to maintain transparency in research or analysis.

When designing bots, human ethics and logic should be taken in to consideration. Basically, they help people to"live" on internet, it's important for bots to be unbiased so that the environment of social media can evolve peacefully.

This is a great and idealistic statement, and I would say I really admire the central idea of the Declaration of Independence, though it might be difficult to entirely live up to that. I think one thing that's hard to fully explain is what the range of human right is. When the rights of individual and the interests of the collective conflict, how can everyone balance the gain and lose between human rights and freedom?

The spread of information on social media is extremely fast, this is useful in drawing attentions and encouraging users' activations. But it might also cause privacy and security issues, as the power of internet makes the shield for privacy protection transparent and controllable.