Deepfake Kpop Defined Record dives into the quickly evolving world of deepfake expertise, exploring its intricate purposes throughout the vibrant Okay-Pop business. From the technical intricacies of creation to the moral implications and public response, this information unpacks the multifaceted influence of this transformative expertise. This isn’t simply concerning the tech; it is about understanding how deepfakes are reshaping the way forward for Okay-Pop, its followers, and the business itself.
This complete exploration will element the strategies used to create, detect, and confirm deepfakes in Okay-Pop content material. We’ll additionally look at the moral dilemmas, potential authorized ramifications, and the evolving public notion of this burgeoning expertise. Understanding the nuances of this highly effective expertise is essential to navigating the complicated way forward for Okay-Pop.
Introduction to Deepfakes in Okay-Pop
Deepfakes, a quickly evolving expertise, are poised to reshape industries, together with the leisure sector. Their capability to govern photographs and video has vital implications, notably within the context of superstar tradition and public notion. This expertise’s influence is profound, elevating moral and authorized issues, and necessitates cautious consideration.Deepfakes leverage synthetic intelligence, particularly machine studying algorithms, to create sensible however fabricated media.
This includes coaching fashions on huge datasets of photographs and movies, enabling them to be taught patterns and create extremely convincing forgeries. The method, whereas complicated, depends on refined algorithms and huge computational assets.
Technical Features of Deepfakes
Deepfakes function by studying the underlying construction and patterns inside supply media. Subtle algorithms, skilled on in depth datasets, allow the system to map facial expressions, actions, and different options. This permits the system to convincingly substitute one individual’s likeness with one other’s in a video or picture. This substitution, whereas showing seamless, masks the underlying manipulation. This functionality presents each thrilling alternatives and profound challenges.
Deepfake Creation Course of
Creating deepfakes includes a number of key steps. First, an unlimited dataset of photographs and movies of the goal individual is gathered. Subsequent, superior algorithms are skilled on this knowledge, enabling the system to determine and reproduce delicate options. This course of includes in depth computational assets and cautious parameter tuning. The ensuing mannequin is then used to swap options or create completely new content material, reminiscent of changing an individual in a video with one other.
The extent of realism relies on the sophistication of the algorithm and the standard of the coaching knowledge.
Forms of Deepfakes Related to Okay-Pop, Deepfake Kpop Defined Record
Deepfakes can take varied types, impacting Okay-Pop in distinct methods. One sort includes swapping faces, changing a celeb’s face with one other’s. This can be utilized to create completely new promotional content material, doubtlessly with a big attain, in addition to for parody or satire. One other sort of deepfake includes modifying present content material, altering the context or feelings of a video.
This may contain manipulating a Okay-Pop star’s reactions or expressions, making a false narrative or picture.
Historic Overview of Deepfake Know-how
The event of deepfake expertise has been comparatively latest, accelerating quickly prior to now decade. Early iterations have been much less convincing, however developments in AI, particularly in generative adversarial networks (GANs), have pushed vital enhancements in high quality and realism. This fast development necessitates a important understanding of the expertise’s implications.
Comparability of Deepfake Creation Strategies
| Methodology | Description | Technical Complexity | Examples in Okay-Pop |
|---|---|---|---|
| Facial Swapping | Changing an individual’s face with one other’s in an present video or picture. | Average | Making a video of a Okay-Pop idol interacting with a fictional character. |
| Expression Modification | Altering facial expressions or feelings in a video. | Excessive | Making a video of a Okay-Pop idol reacting in a approach not in line with actuality. |
| Producing New Content material | Creating completely new video or audio content material that includes a celeb. | Very Excessive | Making a music video that includes a Okay-Pop idol performing a music in a drastically completely different setting. |
Influence on the Okay-Pop Trade
The Okay-Pop business, a world phenomenon pushed by charming performances and meticulously crafted imagery, shouldn’t be resistant to the disruptive potential of rising applied sciences. Deepfakes, with their capability to govern video and audio, current each thrilling potentialities and vital dangers. Understanding these implications is essential for navigating the way forward for this dynamic leisure panorama.Deepfakes, whereas doubtlessly revolutionary, pose a fancy set of challenges to the Okay-Pop business.
The expertise’s potential to generate sensible, but fabricated content material, calls for a cautious examination of its implications on inventive integrity, fan engagement, and the general business construction. The moral issues and authorized ramifications are equally important.
Potential Constructive Impacts
Deepfakes can unlock new avenues for creativity in Okay-Pop content material creation. Think about interactive fan experiences the place followers can just about work together with their idols in customized situations. This might result in modern types of digital engagement, fostering deeper connections with the fanbase. Past easy interactions, deepfakes may very well be used for modern music movies, creating immersive and visually beautiful experiences that transcend conventional codecs.
For instance, a bunch may showcase a futuristic idea video utilizing deepfake expertise to painting members in imaginative situations.
Potential Damaging Impacts
The misuse of deepfakes may severely injury the integrity of Okay-Pop. The creation of fraudulent content material, reminiscent of pretend performances or interviews, may erode public belief and injury the popularity of artists and the business as an entire. This contains the potential for deepfakes for use in malicious or deceptive campaigns, negatively affecting fan perceptions and artist picture.
The prevalence of manipulated content material may additionally diminish the authenticity and worth of authentic Okay-Pop releases.
Moral Issues
The moral implications of deepfakes in Okay-Pop are substantial. Issues concerning the potential for misrepresentation and the erosion of belief are paramount. The manipulation of photographs and voices can result in mischaracterizations and false narratives. An important side is figuring out the boundaries of inventive expression and accountable use of expertise. For instance, clear pointers are wanted to tell apart between inventive interpretations and fraudulent manipulations.
Authorized Points
The authorized panorama surrounding deepfakes remains to be evolving, and Okay-Pop shouldn’t be immune to those challenges. Potential authorized points embody copyright infringement, defamation, and violations of privateness. The authorized ramifications of utilizing deepfakes to create unauthorized content material or manipulate photographs of Okay-Pop artists are complicated and require cautious consideration. It’s essential to anticipate and handle these points earlier than they escalate.
Influence on Fan Engagement and Interactions
| Facet | Constructive Influence | Damaging Influence |
|---|---|---|
| Engagement | Enhanced fan experiences by way of interactive digital content material. This contains creating digital meet-and-greets, customized fan experiences, and immersive music movies. | Erosion of belief because of the potential for deepfakes for use to create fraudulent content material or unfold misinformation, thereby impacting fan perceptions. Misrepresentation of artists and injury to reputations may happen. |
| Interplay | Improvement of novel methods for followers to work together with idols, reminiscent of customized digital meet-and-greets, creating deeper connections. | Misrepresentation of artists, inflicting confusion or mistrust amongst followers, doubtlessly resulting in adverse penalties for the artists and the business. The unfold of faux information or manipulated content material may very well be a big subject. |
Detection and Verification Strategies
The proliferation of deepfakes, notably within the Okay-Pop business, necessitates sturdy detection and verification strategies. Understanding these methods is essential for sustaining the authenticity of content material and preserving the integrity of artists and the business as an entire. This part delves into the assorted approaches used to determine manipulated media, specializing in sensible purposes throughout the Okay-Pop context.
Deepfake Detection Methods
Present deepfake detection strategies leverage a mixture of refined algorithms and human evaluation. These methods purpose to determine inconsistencies and anomalies which may point out manipulation. These strategies will be categorized into completely different approaches, every with its personal strengths and weaknesses.
Analyzing Video and Audio for Manipulation
Visible and audio cues are important indicators of deepfake manipulation. Video evaluation examines inconsistencies in facial expressions, lip actions, and general physique language. Audio evaluation scrutinizes the audio high quality, potential inconsistencies in voice traits, and the presence of synthetic sounds. As an illustration, delicate modifications in a singer’s vocal timbre or pitch could reveal manipulation. Moreover, the usage of specialised software program and instruments can improve the accuracy and effectivity of those analyses.
Examples of Deepfake Detection Software program
A number of software program instruments can be found to help within the detection of deepfakes. These instruments make use of varied algorithms to determine inconsistencies in video and audio, doubtlessly highlighting manipulation. Some standard choices are primarily based on machine studying fashions skilled on datasets of genuine and manipulated media. These instruments usually present a rating or likelihood indicating the probability of manipulation.
Subtle deepfake detection software program usually supplies detailed experiences that time out particular areas of concern.
Limitations of Present Deepfake Detection Strategies
The effectiveness of deepfake detection strategies shouldn’t be absolute. The sophistication of deepfake creation methods usually outpaces the event of detection strategies, making a dynamic recreation of cat and mouse. Moreover, delicate manipulations may stay undetected, notably in the event that they exploit nuances in human notion.
| Methodology | Accuracy | Limitations | Examples |
|---|---|---|---|
| Visible Evaluation | Average | Delicate manipulations will be missed. Troublesome to determine complicated manipulations. | Human remark, specialised software program analyzing facial options. |
| Audio Evaluation | Average | Requires experience to interpret delicate modifications. Might be affected by background noise. | Software program that detects vocal inconsistencies, pitch alterations. |
| Machine Studying-Based mostly Detection | Enhancing | Accuracy relies on the coaching knowledge and the complexity of the manipulation. Requires vital computational assets. | Numerous algorithms skilled on datasets of deepfakes. |
Public Notion and Response: Deepfake Kpop Defined Record
The proliferation of deepfakes, notably within the realm of Okay-Pop, has ignited a fancy tapestry of public responses. Fan reactions vary from outrage and skepticism to fascination and even acceptance, relying on particular person circumstances and pre-existing beliefs. This evolving narrative highlights the fragile steadiness between technological development and the preservation of authenticity in a globally interconnected world.The general public’s response to deepfakes in Okay-Pop is multifaceted, encompassing a spectrum of feelings and issues.
This response is formed by the business’s intricate relationship with its followers, the cultural context surrounding Okay-Pop, and the perceived menace to the idols’ integrity.
Public Issues and Anxieties
Deepfakes in Okay-Pop increase vital issues concerning the authenticity of content material and the potential for manipulation. Followers grapple with the erosion of belief within the digital panorama and fear concerning the doable misuse of expertise. These issues prolong to the potential for monetary scams, injury to an idol’s popularity, and the exploitation of susceptible people.
Diving into the fascinating world of Deepfake Kpop Defined Record reveals so much about present expertise and its potential influence. This evolving expertise, nevertheless, is commonly overshadowed by the information cycle, just like the latest modifications on the Biltmore Village Starbucks After Helene, which highlights broader shifts in the industry. Understanding these developments is essential to staying knowledgeable concerning the evolving panorama of Deepfake Kpop Defined Record.
Examples of Public Responses
The general public’s response to deepfakes has diversified. In some situations, there was swift condemnation, characterised by outrage and a requirement for accountability from each the business and expertise builders. In different instances, there was a extra measured response, with followers partaking in important evaluation and questioning the authenticity of the content material. These diversified reactions underscore the complexities of public notion within the digital age.
For instance, a viral deepfake video of a Okay-Pop idol may spark speedy backlash on social media, whereas a extra subtly crafted video could be met with skepticism and even fascination.
Function of Media in Shaping Public Notion
The media performs an important function in shaping public notion of deepfakes in Okay-Pop. Information experiences and social media discussions can both gas anxieties or promote a extra nuanced understanding of the problem. Accountable media protection is crucial to supply context and keep away from sensationalism, fostering a extra knowledgeable and important public discourse. Media shops have a accountability to report on deepfakes in a factual and accountable method.
Avoidance of sensationalism and hypothesis is important for sustaining public belief.
Comparability of Public Notion Throughout Areas
| Area | Issues | Attitudes | Examples |
|---|---|---|---|
| East Asia (e.g., South Korea, Japan) | Erosion of belief in idols and business, potential for monetary scams, and injury to artist’s popularity. | Usually extra cautious and skeptical as a result of cultural emphasis on authenticity and popularity. | Social media campaigns calling for accountability, fan boards discussing the moral implications. |
| North America (e.g., United States) | Issues about misinformation and the potential for manipulation, and a common sense of unease in direction of expertise’s influence. | Typically a mixture of curiosity and concern, with a higher concentrate on the broader implications of deepfakes. | Information articles and social media posts discussing the potential for misuse of expertise, and debates on the function of expertise in society. |
| Europe (e.g., United Kingdom, France) | Issues about privateness, mental property, and the authorized ramifications of deepfakes. | Various levels of skepticism and a higher emphasis on the necessity for regulatory frameworks. | Educational discussions on the authorized and moral implications of deepfakes, and public debates on the necessity for stricter laws. |
Inventive Implications and Creativity
Deepfakes, whereas elevating moral issues, provide unprecedented inventive potential for Okay-Pop. Their software extends past easy mimicry, permitting for modern storytelling and inventive expression in music movies. This exploration delves into the potential for deepfakes to reshape the panorama of Okay-Pop artistry, exploring how they are often leveraged to boost creativity and doubtlessly revolutionize music video manufacturing.Using deepfakes in Okay-Pop music movies will be transformative, transferring past standard visible storytelling.
Think about a music video the place a Okay-Pop idol seamlessly transitions into fantastical creatures, or interacts with historic figures. These potentialities unlock a world of inventive expression, doubtlessly blurring the strains between actuality and creativeness. Deepfakes can add a novel dimension to the storytelling, permitting for complicated character growth and dynamic visuals that might be tough or unattainable to realize with conventional strategies.
Potential for Enhanced Inventive Expression
Deepfakes can drastically improve the visible storytelling in Okay-Pop music movies. By enabling the seamless integration of numerous characters and situations, they permit for richer narratives and extra imaginative interpretations of music themes. This contains the flexibility to create complicated relationships between characters, showcase elaborate transformations, or incorporate parts of fantasy and science fiction. The potential for creating visually arresting and memorable music movies is substantial.
Deepfakes may also enable for experimentation with visible results that push the boundaries of conventional Okay-Pop aesthetics.
New Types of Music Movies
Deepfakes have the potential to revolutionize the very construction of Okay-Pop music movies. The expertise can be utilized to create completely new narrative constructions, incorporating a number of storylines that unfold concurrently, and interactive parts that interact the viewer on a deeper stage. Think about a music video the place the viewer can select completely different paths by way of the story, relying on their actions, or the place the video itself modifications primarily based on viewer interactions.
This stage of interactivity is one thing that’s at the moment not doable with conventional music video manufacturing.
Affect on Future Okay-Pop Traits
The adoption of deepfakes may considerably affect future Okay-Pop developments. Artists could embrace deepfakes as a main instrument to create distinctive visuals and push the boundaries of creativity, resulting in a brand new wave of modern and visually beautiful music movies. This might doubtlessly reshape the expectations of the viewers, as they change into accustomed to seeing extra experimental and dynamic visible narratives in Okay-Pop content material.
The pattern towards visually complicated and fascinating music movies may acquire additional momentum, doubtlessly driving elevated viewership and engagement.
Potential Use Instances in Okay-Pop Music Video Manufacturing
| Use Case | Description | Instance | Technical Necessities |
|---|---|---|---|
| Character Transformation | Seamlessly altering an idol’s look into completely different characters or creatures. | An idol remodeling right into a legendary creature throughout a strong dance sequence. | Excessive-quality reference footage of the idol and the specified character, superior deepfake algorithms. |
| Historic/Fictional Integration | Integrating idols with historic figures or fictional characters throughout the video. | An idol interacting with historic figures like royalty or legendary figures in a fantasy setting. | Excessive-quality reference footage of the historic determine/character, exact facial and physique monitoring. |
| Interactive Storytelling | Making a music video with a number of storylines and interactive parts. | A music video the place viewer selections affect the story’s route. | Superior programming and person interface design for the viewer, sturdy deepfake expertise for dynamic changes. |
| Visible Enhancement | Enhancing visuals by way of inventive results and manipulations. | Including particular results, enhancing the visuals of a music video to suit a theme or ambiance. | Superior picture processing and deepfake applied sciences, inventive design abilities for idea growth. |
Authorized and Regulatory Frameworks
The burgeoning deepfake expertise presents unprecedented challenges to present authorized frameworks, notably within the leisure business. The potential for misuse, together with the creation of deceptive or dangerous content material, necessitates a strong authorized response. This contains not simply figuring out present legal guidelines but additionally anticipating future wants and fostering worldwide collaboration.The present authorized panorama relating to deepfakes is fragmented and infrequently insufficient to handle the complexities of this expertise.
Present legal guidelines, primarily targeted on defamation, copyright infringement, and fraud, wrestle to maintain tempo with the fast evolution of deepfake expertise. This necessitates a proactive strategy to authorized reform, recognizing the distinct challenges deepfakes pose in areas like popularity administration and public belief.
Present Authorized Frameworks Regarding Deepfakes
Present authorized frameworks for addressing deepfakes are largely reactive, counting on present legal guidelines fairly than proactively addressing the distinctive traits of this expertise. These frameworks usually wrestle to tell apart between real and fabricated content material, resulting in difficulties in prosecution. The dearth of particular laws devoted to deepfakes creates loopholes and ambiguities in authorized proceedings. Moreover, enforcement varies extensively throughout jurisdictions, resulting in inconsistencies within the software of present legal guidelines.
Want for New Rules within the Context of Deepfakes
The fast development of deepfake expertise necessitates the event of latest laws tailor-made to handle the distinctive challenges posed by this expertise. The necessity for brand spanking new laws is pushed by the potential for widespread misuse, together with the creation of false identities, the propagation of misinformation, and the tarnishing of reputations. New laws are required to make sure accountability for the creation and dissemination of deepfakes, establishing clear pointers for content material producers, distributors, and platforms.
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That is important for discerning real inventive expression from fabricated content material within the Okay-pop sphere.
Furthermore, the laws should handle the distinctive features of deepfakes, reminiscent of the problem in verifying authenticity, to forestall abuse.
Potential Authorized Methods to Handle Deepfakes
Addressing the authorized challenges posed by deepfakes requires a multifaceted strategy, incorporating a number of methods. One important technique is the event of clear authorized definitions for deepfakes, encompassing varied kinds of manipulation and deception. One other strategy includes establishing requirements for content material verification and authentication, equipping people and establishments with the instruments to tell apart between real and fabricated content material. Moreover, the introduction of particular authorized penalties for the creation, distribution, and use of malicious deepfakes is essential.
Understanding deepfake Kpop includes analyzing how manipulated movies influence the business. A key ingredient on this dialogue is the evolving function of people like Jeffrey Liske , who’re more and more concerned in creating and disseminating this content material. This deepfake Kpop Defined Record explores the complicated dynamics of this rising pattern, offering a important overview of the problems and alternatives.
These penalties needs to be commensurate with the potential hurt attributable to the deepfake.
Comparability of Authorized Approaches in Totally different International locations
Authorized approaches to deepfakes fluctuate significantly throughout completely different international locations. Some jurisdictions have initiated legislative discussions, whereas others are nonetheless within the early phases of evaluating the problem. Totally different international locations undertake various approaches to addressing mental property rights, defamation, and the unfold of misinformation within the context of deepfakes. The absence of worldwide requirements creates challenges for worldwide cooperation and enforcement.
Potential Authorized Precedents Associated to Deepfakes within the Leisure Trade
Recognizing potential authorized precedents associated to deepfakes within the leisure business is crucial for growing acceptable authorized frameworks. Potential precedents may come up from instances involving copyright infringement, defamation, or misrepresentation. Examples may embody conditions the place deepfakes are used to impersonate celebrities in ads or to create false portrayals for leisure functions. The present jurisprudence on superstar impersonation and misrepresentation may present helpful pointers in growing methods to handle deepfakes.
Future Traits and Predictions
The Okay-Pop business, famend for its fast evolution and embrace of modern applied sciences, is poised to expertise vital transformations within the face of advancing deepfake expertise. The combination of AI and deep studying algorithms is already impacting the inventive processes, administration methods, and even the notion of artists. Understanding the potential future developments is essential for navigating the evolving panorama and mitigating potential dangers.The way forward for deepfakes in Okay-Pop shouldn’t be merely about replicating present content material; it is about essentially reshaping the best way artists are perceived, interacted with, and consumed.
This expertise will seemingly push boundaries, providing alternatives for enhanced inventive expression, but additionally posing substantial challenges in authenticity and public belief. The business should be proactive in adapting to this transformative power.
Evolution of Deepfake Know-how
Deepfake expertise is quickly advancing, with enhancements in picture and video high quality, and more and more refined strategies of producing sensible content material. Algorithms have gotten more proficient at mimicking delicate nuances of facial expressions, physique language, and voice. This functionality will seemingly result in extra refined and plausible deepfakes, making detection more difficult. Moreover, the flexibility to govern audio and video in real-time can be a key development, permitting for seamless integration of deepfakes into present media codecs.
Understanding deepfake Kpop includes analyzing how these applied sciences work. A main instance of manipulated imagery is clear within the comparability of the Tren Twins Earlier than And After, Tren Twins Before And After , highlighting the potential for manipulation. This, in flip, emphasizes the essential want for a complete Deepfake Kpop Defined Record to equip viewers with the important considering abilities essential to determine and perceive such manipulations.
Influence of Developments in Deepfake Know-how
Developments in deepfake expertise will undoubtedly affect the Okay-Pop business, altering the inventive course of, fan engagement, and the general artist expertise. Artists may use deepfakes for promotional functions, creating sensible performances in numerous environments or showcasing new ideas. Nevertheless, the potential for misuse is important, elevating issues about artist authenticity and the general public’s belief within the business. Deepfakes may very well be used to create completely fabricated content material, impacting popularity and authorized frameworks.
Furthermore, the proliferation of deepfake expertise may result in a lower in belief between artists and followers, and amongst followers themselves, if used for malicious functions.
Function of AI in Deepfake Improvement
AI performs an important function within the growth and enhancement of deepfake expertise. Machine studying algorithms are used to coach fashions on huge datasets of photographs and movies, enabling them to be taught the intricate particulars of human traits and expressions. This coaching course of permits for the creation of extremely sensible deepfakes, usually surpassing the restrictions of human capabilities.
The continued enchancment of AI algorithms will result in much more refined deepfakes, pushing the boundaries of what’s thought-about genuine. This raises moral issues about the usage of AI in producing content material that might deceive audiences.
Function of Know-how in Shaping the Okay-Pop Trade
Know-how is intrinsically linked to the evolution of the Okay-Pop business. From social media advertising and marketing to digital live shows and customized fan experiences, expertise is continually shaping the best way artists work together with followers and shoppers. Deepfakes signify a brand new frontier on this technological evolution. The combination of this expertise will seemingly affect the event of digital actuality experiences, augmented actuality live shows, and interactive fan platforms.
Furthermore, the function of expertise in shaping Okay-Pop can even have an effect on the necessity for brand spanking new authorized frameworks and pointers.
Potential Influence of Deepfakes on the Way forward for Okay-Pop
Deepfakes will seemingly reshape the way forward for Okay-Pop by presenting alternatives and challenges. The power to create sensible content material may revolutionize artist promotion and fan engagement, doubtlessly creating immersive experiences. Nevertheless, the potential for misuse and deception necessitates sturdy detection strategies and authorized frameworks to guard artists and preserve public belief. The way forward for Okay-Pop within the face of deepfakes will rely on the business’s capability to steadiness innovation with moral issues and the necessity for transparency.
Remaining Assessment
In conclusion, Deepfake Kpop Defined Record supplies a complete overview of the complicated relationship between deepfakes and the Okay-Pop business. From the technical intricacies of creation to the moral issues and potential authorized frameworks, this exploration presents a nuanced understanding of the transformative potential and challenges that deepfakes current. This information equips readers with the data to navigate this evolving panorama and admire the multifaceted nature of this modern expertise throughout the international Okay-Pop scene.
Fast FAQs
What are the potential authorized methods to handle deepfakes within the Okay-Pop business?
Potential authorized methods may embody copyright infringement lawsuits, defamation claims, and the event of particular laws to handle deepfakes within the leisure business. It is a quickly evolving space of legislation, and the specifics will fluctuate primarily based on the jurisdiction and nature of the deepfake.
How correct are present deepfake detection strategies?
Present deepfake detection strategies fluctuate in accuracy, relying on the sophistication of the deepfake and the detection technique used. Some strategies are simpler towards easy deepfakes, whereas others can detect extra complicated manipulations. Additional analysis and growth are wanted to enhance the accuracy and reliability of deepfake detection expertise.
Can deepfakes be used creatively in Okay-Pop music movies?
Sure, deepfakes provide thrilling inventive potentialities for Okay-Pop music movies. They can be utilized to create modern visible results, improve inventive expression, and even introduce new types of music video storytelling. Nevertheless, the moral implications and potential misuse should be rigorously thought-about.
What’s the public’s response to deepfakes in Okay-Pop?
Public response to deepfakes in Okay-Pop is blended. Some are fascinated by the inventive potential, whereas others are involved concerning the potential for misuse, misrepresentation, and injury to popularity. The general public’s notion can also be influenced by media portrayals and cultural components.
