Personalization (broadly known as customization ) consists of tailoring a service or product to accommodate specific individuals. It is sometimes tied to groups or segments of individuals. Personalization involves collecting data on individuals, including web browsing history , web cookies , and location. Various organizations use personalization (along with the opposite mechanism of popularization ) to improve customer satisfaction , digital sales conversion, marketing results, branding, and improved website metrics as well as for advertising . Personalization acts as a key element in social media and recommender systems . Personalization influences every sector of society — be it work, leisure, or citizenship.
153-409: The idea of personalization is rooted in ancient rhetoric as part of the practice of an agent or communicator being responsive to the needs of the audience. When industrialization influenced the rise of mass communication , the practice of message personalization diminished for a time. In the recent times, there has been a significant increase in the number of mass media outlets that use advertising as
306-408: A 'whoa' moment when the product you're drinking pops up on the screen in front of you." "Whoa" moments occur when people are "found." Which means advertisement algorithms target specific users based on their "click behavior" to increase their sale revenue. Several designers have developed tools to counteract the effects of filter bubbles (see § Countermeasures ). Swiss radio station SRF voted
459-410: A Peek-A-Boo World effect in which the constant flow and availability of information causes certain events become very popular but quickly fizzle out. This method of perception was coined by communications scholar George Gerbner and is associated with the impact of mass communication on one's thoughts of the world they live in. It was characterized to explain how people who are constantly subjected to
612-592: A broad range of content. Users can consciously avoid news sources that are unverifiable or weak. Chris Glushko, the VP of Marketing at IAB, advocates using fact-checking sites to identify fake news. Technology can also play a valuable role in combating filter bubbles. Some browser plug-ins are aimed to help people step out of their filter bubbles and make them aware of their personal perspectives; thus, these media show content that contradicts with their beliefs and opinions. In addition to plug-ins, there are apps created with
765-447: A different refereed academic journal that reflects the research that is being performed in the field of mass communication and offers resources for researchers and academics within the field. Filter bubble A filter bubble or ideological frame is a state of intellectual isolation that can result from personalized searches , recommendation systems, and algorithmic curation . The search results are based on information about
918-580: A few others, Facebook has invested $ 14 million into efforts "to increase trust in journalism around the world, and to better inform the public conversation". The idea is that even if people are only reading posts shared from their friends, at least these posts will be credible. Similarly, Google, as of January 30, 2018, has also acknowledged the existence of a filter bubble difficulties within its platform. Because current Google searches pull algorithmically ranked results based upon "authoritativeness" and "relevancy" which show and hide certain search results, Google
1071-432: A filter bubble was not in effect, and to write that the idea that most internet users were "feeding at the trough of a Daily Me " was overblown. Weisberg asked Google to comment, and a spokesperson stated that algorithms were in place to deliberately "limit personalization and promote variety." Book reviewer Paul Boutin did a similar experiment to Weisberg's among people with differing search histories and again found that
1224-667: A given platform can actively opt in and out of information consumption, such as a user's ability to follow other users or select into groups. In an echo chamber, people are able to seek out information that reinforces their existing views, potentially as an unconscious exercise of confirmation bias . This sort of feedback regulation may increase political and social polarization and extremism. This can lead to users aggregating into homophilic clusters within social networks, which contributes to group polarization. "Echo chambers" reinforce an individual's beliefs without factual support. Individuals are surrounded by those who acknowledge and follow
1377-477: A larger problem that exists still: whether the search engine acts either as an arbiter of truth or as a knowledgeable guide by which to make decisions by. In April 2017 news surfaced that Facebook, Mozilla , and Craigslist contributed to the majority of a $ 14M donation to CUNY 's "News Integrity Initiative," poised at eliminating fake news and creating more honest news media. Later, in August, Mozilla, makers of
1530-411: A live audience and then uploaded, enabling the public to listen to their favorite podcast hosts live. With the introduction of podcasts in the 2000s, people can now share niche interests, news, and conversations to a larger audience than was possible using traditional radio. Convergence refers to the coming together of telecommunications as forms of mass communication in a digital media environment. There
1683-443: A mainstream term, people have begun to wonder how and why it continues to happen. Nev Schulman , host of the show, has said, "I think people will always be looking to fall in love. People will always hope for things to get better. For better or worse, there will always be people who may or may not look to take advantage of that." Recordings, developed in the 1870s, became the first non-print form of mass communication. The invention of
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#17327935104371836-586: A message and transmits it through some type of medium to a large, anonymous, heterogeneous audience." This implies that the audience of mass communication is mostly made up of different cultures and behavior and belief systems . Mass communication is commonly associated with media studies. In the United States, the study of mass communication is often associated with the practical applications of journalism , television and radio broadcasting , film , public relations , corporate , or advertising . With
1989-409: A more passive role and are perceived as victims of a technology that automatically limits their exposure to information that would challenge their world view. Some researchers argue, however, that because users still play an active role in selectively curating their own newsfeeds and information sources through their interactions with search engines and social media networks, that they directly assist in
2142-538: A phenomenon that called splinternet or cyberbalkanization , which happens when the internet becomes divided into sub-groups of like-minded people who become insulated within their own online community and fail to get exposure to different views. This concern dates back to the early days of the publicly accessible internet, with the term "cyberbalkanization" being coined in 1996. Other terms have been used to describe this phenomenon, including " ideological frames " and "the figurative sphere surrounding you as you search
2295-657: A playlist for its users with tracks and podcast segments based on any artist or playlist they wish. Podcasts A podcast is an audio file that is recorded and digitally uploaded to an online platform in order to be downloaded and listened to by the general public. Podcasting, as a form of mass communication, has steadily rose in popularity over the past few years. From 2014 to 2019, podcasts have doubled in listeners and podcasting itself has grown by 122%. Following trends in radio and recorded music, podcasts are available to stream on numerous online platforms such as Spotify, Youtube, and Apple Music. Some podcasts are recorded in front of
2448-408: A primary revenue stream. These companies gain knowledge about the specific demographic and psychographic characteristics of readers and viewers. After that, this information is used to personalize an audience’s experience and therefore draw customers in through the use of entertainment and information that interests them. Another aspect of personalization is the increasing relevance of open data on
2601-560: A primary source of news, while online media is the leading source for the younger demographic. Although algorithms and filter bubbles weaken content diversity, this study reveals that political polarization trends are primarily driven by pre-existing views and failure to recognize outside sources. A 2020 study from Germany utilized the Big Five Psychology model to test the effects of individual personality, demographics, and ideologies on user news consumption. Basing their study on
2754-484: A program aimed to educate citizens about social media. In the U.S., the CSCW panel suggests the use of news aggregator apps to broaden media consumers news intake. News aggregator apps scan all current news articles and direct you to different viewpoints regarding a certain topic. Users can also use a diversely-aware news balancer which visually shows the media consumer if they are leaning left or right when it comes to reading
2907-414: A relationship between an organization and its viewers across various media platforms. Public relations differs from advertising in that it is less obtrusive and is aimed at providing a more comprehensive opinion to a large audience in order to shape public opinion . Unlike advertising, public relations professionals only have control until the message is relayed to media gatekeepers, who decide where to pass
3060-431: A result of the pervasiveness of filter bubbles. Technologists, social media engineers, and computer specialists have also examined the prevalence of filter bubbles. Mark Zuckerberg , founder of Facebook, and Eli Pariser, author of The Filter Bubble , have expressed concerns regarding the risks of privacy and information polarization. The information of the users of personalized search engines and social media platforms
3213-448: A similar concept to filter bubbles as a "threat to [Americans'] democracy," i.e., the "retreat into our own bubbles, ...especially our social media feeds, surrounded by people who look like us and share the same political outlook and never challenge our assumptions... And increasingly, we become so secure in our bubbles that we start accepting only information, whether it's true or not, that fits our opinions, instead of basing our opinions on
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#17327935104373366-493: A single source to multiple receivers. Mass communication has moved from theories including the hypodermic needle model (or magic bullet theory) to more modern theories such as computer-mediated communication . Advertising, in relation to mass communication, is marketing a product or service in a persuasive manner that encourages the audience to buy the product or use the service. Because advertising generally takes place through some form of mass media, such as television, studying
3519-457: A situation in which beliefs are amplified or reinforced by communication and repetition inside a closed system. Based on the sociological concept of selective exposure theory , the term is a metaphor based on the acoustic echo chamber, where sounds reverberate in a hollow enclosure. With regard to social media, this sort of situation feeds into explicit mechanisms of self-selected personalization , which describes all processes in which users of
3672-440: A small non-scientific experiment to test Pariser's theory which involved five associates with different ideological backgrounds conducting a series of searches, " John Boehner ," " Barney Frank ," " Ryan plan ," and " Obamacare ," and sending Weisberg screenshots of their results. The results varied only in minor respects from person to person, and any differences did not appear to be ideology-related, leading Weisberg to conclude that
3825-437: A space that goes beyond self-interests. Fostering one's bridging capital, such as by connecting with more people in an informal setting, may be an effective way to reduce the filter bubble phenomenon. Users can take many actions to burst through their filter bubbles, for example by making a conscious effort to evaluate what information they are exposing themselves to, and by thinking critically about whether they are engaging with
3978-459: A tailored user experience. Note that the experience is not just the accommodation of the user but a relationship between the user and the desires of the site designers in driving specific actions to attain objectives (e.g. Increase sales conversion on a page). The term customization is often used when the site only uses explicit data which include product ratings or user preferences. Technically, web personalization can be accomplished by associating
4131-416: A user sees and possibly interacts with content posted or re-posted by these "second-tier" friends. The study found that "24 percent of the news items liberals saw were conservative-leaning and 38 percent of the news conservatives saw was liberal-leaning." "Liberals tend to be connected to fewer friends who share information from the other side, compared with their conservative counterparts." This interplay has
4284-534: A user's search results, including non-cookie data such as the type of computer being used and the user's physical location. Pariser's idea of the filter bubble was popularized after the TED talk in May 2011, in which he gave examples of how filter bubbles work and where they can be seen. In a test seeking to demonstrate the filter bubble effect, Pariser asked several friends to search for the word "Egypt" on Google and send him
4437-401: A visitor segment with a predefined action. Customizing the user experience based on behavioral, contextual, and technical data is proven to have a positive impact on conversion rate optimization efforts. Associated actions can be anything from changing the content of a webpage, presenting a modal display, presenting interstitials, triggering a personalized email, or even automating a phone call to
4590-473: Is a form of communication technique that refers to services on digital computer-based systems. This requires two or more parties who respond to each other through text, moving images, animation, video, audio, and video games. The ethics in interactive media mainly focus on violence in video games in addition to advertising being influenced in different ways and behavioral targeting . The violence of video games relates to ethics in interactive media because it has
4743-432: Is a much more detailed method of marketing that leverages both images and text with the medium, not just fields within a database. Personalized children's books are created by companies who are using and leveraging all the strengths of variable data printing (VDP) . This allows for full image and text variability within a printed book. With the rise of online 3D printing services including Shapeways and Ponoko, personalization
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4896-402: Is a production method that allows to create unique and personalized items on a global scale. Personalized apparel and accessories, such as jewellery, are increasing in popularity. This kind of customization is also relevant in other areas like consumer electronics and retail . By combining 3D printing with complex software a product can easily be customized by an end-user. Mass personalization
5049-443: Is advertising in everything we view. eBooks have changed how people read. People are able to download books onto their devices, allowing consumers to track what they read, to annotate, and to search for definitions of words on the internet. Through the use of eBooks in education, the increased demand for mobile access to course materials and eBooks for students corresponds with the increased number of smartphones. E-readers, such as
5202-551: Is becoming present in the world of product design. Promotional items ( mugs , T-shirts , keychains , balls and more) are personalized on a huge level. Personalized children's storybooks—wherein the child becomes the protagonist , with the name and image of the child personalized—are extremely popular. Personalized CDs for children are also in the market. With the advent of digital printing , personalized calendars that start in any month, birthday cards, cards, e-cards, posters and photo books can also be easily obtained. 3D printing
5355-490: Is beta-testing a personalized news engine app which uses machine learning to guess what content a user is interested in, while "always including an element of surprise"; the idea is to mix in stories which a user is unlikely to have followed in the past. The European Union is taking measures to lessen the effect of the filter bubble. The European Parliament is sponsoring inquiries into how filter bubbles affect people's ability to access diverse news. Additionally, it introduced
5508-427: Is chiefly concerned with how the content and information that is being mass communicated persuades or affects the behavior , attitude , opinion , or emotion of people receiving the information. Narrowly, mass communication is the transmission of messages to many recipients at a time. However, mass communication can be broadly understood as the process of extensive circulation of information within regions and across
5661-483: Is custom tailoring by a company in accordance with its end users' tastes and preferences. From a collaborative engineering perspective, mass customization can be viewed as collaborative efforts between customers and manufacturers, who have different sets of priorities and need to jointly search for solutions that best match customers' individual specific needs with manufacturers' customization capabilities. The main difference between mass customization and mass personalization
5814-489: Is defined by a set of game play challenges; genres are classified independently of when and where the game takes place. Video games have massed a huge audience, with the industry grossing over 90 billion dollars in 2021. Not only are videos games a channel for mass communication but also the online platforms used in part with the game. Streamers can now go online and broadcast their games on Twitch and Youtube, allowing players to reach over 140 million users. Interactive media
5967-408: Is directly through advertising and various business sponsorship campaigns. Earned media occurs through word of mouth and online social media posts or trends. Owned media includes brand websites and other owned content by the business producing the product. Journalism is the production and distribution of reports on events for presentation through the media. The study of journalism involves analyzing
6120-591: Is experienced amongst Americans older than 75, while only 20% reported using social media as of 2012. In contrast, 80% of Americans aged 18–39 reported using social media as of 2012. The data suggests that the younger demographic isn't any more polarized in 2012 than it had been when online media barely existed in 1996. The study highlights differences between age groups and how news consumption remains polarized as people seek information that appeals to their preconceptions. Older Americans usually remain stagnant in their political views as traditional media outlets continue to be
6273-413: Is in relation to a current action or current use of an object. Scientists discovered this term after a young woman was performing her daily routine, which included drinking coffee when she opened her computer and noticed an advertisement for the same brand of coffee that she was drinking. "Sat down and opened up Facebook this morning while having my coffee, and there they were two ads for Nespresso . Kind of
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6426-418: Is influenced by algorithms that produce filter bubbles, users of social media platforms are more susceptible to confirmation bias , and may be exposed to biased, misleading information. Social sorting and other unintentional discriminatory practices are also anticipated as a result of personalized filtering. In light of the 2016 U.S. presidential election scholars have likewise expressed concerns about
6579-417: Is no clear definition of convergence and its effects; however, it can be viewed through three lenses: technological convergence , cultural convergence, and economic convergence. Technological convergence is the action of two or more media companies merging in a digital platform and can lead to companies developing new commodities or becoming part of new sectors and/or economies. Cultural convergence deals with
6732-422: Is not private, though some people believe it should be. The concern over privacy has resulted in a debate as to whether or not it is moral for information technologists to take users' online activity and manipulate future exposure to related information. Some scholars have expressed concerns regarding the effects of filter bubbles on individual and social well-being, i.e. the dissemination of health information to
6885-698: Is one source of providing this predictive analysis, particularly social data that is structured. Predictive personalization is a much more recent means of personalization and can be used to augment current personalization offerings. Predictive personalization has grown to play an especially important role in online grocers , where users, especially recurring clients, have come to expect "smart shopping lists" - mechanisms that predict what products they need based on customers similar to them and their past shopping behaviors. The Volume-Control Model offers an analytical framework to understand how personalization helps to gain power. It links between information personalization and
7038-436: Is one that introduces a different point of view than the user's presumed point of view or what the website has pegged as the user's beliefs. A recent study from Levi Boxell, Matthew Gentzkow, and Jesse M. Shapiro suggest that online media isn't the driving force for political polarization. The paper argues that polarization has been driven by the demographic groups that spend the least time online. The greatest ideological divide
7191-455: Is performed based on data learned from indirect observations of the user. This data can be, for example, items purchased on other sites or pages viewed. With explicit personalization, the web page (or information system) is changed by the user using the features provided by the system. Hybrid personalization combines the above two approaches to leverage both explicit user actions on the system and implicit data. Web personalization can be linked to
7344-414: Is seeking to combat this. By training its search engine to recognize the intent of a search inquiry rather than the literal syntax of the question, Google is attempting to limit the size of filter bubbles. As of now, the initial phase of this training will be introduced in the second quarter of 2018. Questions that involve bias and/or controversial opinions will not be addressed until a later time, prompting
7497-436: Is still considered as proof to expose and communicate. Photography establishes the basic roles: recording great historic events, documenting sociological and journalistic researches, and dynamically influencing the mobilization of public opinion toward social and legislative reforms. Camera obscura was one of the first techniques that led to creating photos. It could create an image on a wall or piece of paper. Joseph Niepce
7650-432: Is that customization is the ability of a company to allow its customers to create and choose a product which, within limits, adheres to their personal specifications. For example, a website aware of its user's location and buying habits will offer suggestions tailored to their demographics. Each user is classified by some relevant trait, like location or age, and then given personalization aimed at that group. This means that
7803-489: Is that it "closes us off to new ideas, subjects, and important information," and "creates the impression that our narrow self-interest is all that exists." In his view, filter bubbles are potentially harmful to both individuals and society. He criticized Google and Facebook for offering users "too much candy and not enough carrots." He warned that "invisible algorithmic editing of the web" may limit our exposure to new information and narrow our outlook. According to Pariser,
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#17327935104377956-511: Is the process of imparting and exchanging information through mass media to large population segments. It utilizes various forms of media as technology has made the dissemination of information more efficient. Primary examples of platforms utilized and examined include journalism and advertising . Mass communication, unlike interpersonal communication and organizational communication , focuses on particular resources transmitting information to numerous receivers. The study of mass communication
8109-521: Is through catfishing . The term catfish refers to a person who uses a false online profile on a social media platform. Most commonly, a catfish communicates with another online profile to get them to fall in love with the false persona they created. The MTV reality show Catfish: The TV Show has brought mainstream attention to this issue. The goal of these episodes is to keep track of people who have fallen in love with someone they interacted with online but who have never met in person. As catfishing has become
8262-497: Is to reverse the Related Articles feature that it had implemented in 2013, which would post related news stories after the user read a shared article. Now, the revamped strategy would flip this process and post articles from different perspectives on the same topic. Facebook is also attempting to go through a vetting process whereby only articles from reputable sources will be shown. Along with the founder of Craigslist and
8415-505: Is very common as the multitude of sources permit us to only take things at face value. Mass communication began as a term covering radio, print, and television, but it was coined before the creation of the Internet, or the “Universal Medium.” The Internet has taken all the risks and complications of the three aforementioned mediums and has incorporated and built further upon them. The ability to have infinite sources of information has created
8568-492: The Washington Post , The New York Times , and others have experimented with creating new personalized information services, with the aim of tailoring search results to those that users are likely to like or agree with. A scientific study from Wharton that analyzed personalized recommendations also found that these filters can create commonality, not fragmentation, in online music taste. Consumers reportedly use
8721-598: The Amazon Kindle , have advanced over the years — since its launch in 2007, the Kindle has expanded its memory from 4 GB to 8 GB. In addition, the Kindle has added accessories including games, movies, and music. Communication researchers have identified several major theories associated with the study of mass communication. Communication theory addresses the processes and mechanisms that enable communication. Contemporary studies have developed to complicate and critique
8874-625: The Firefox web browser, announced the formation of the Mozilla Information Trust Initiative (MITI). The +MITI would serve as a collective effort to develop products, research, and community-based solutions to combat the effects of filter bubbles and the proliferation of fake news. Mozilla's Open Innovation team leads the initiative, striving to combat misinformation, with a specific focus on the product with regards to literacy, research and creative interventions. As
9027-537: The phonograph by Thomas Edison in the late 19th century, the graphophone by Alexander Graham Bell and Charles Tainter , and the gramophone by The Victor Talking Machine Company were the first competing mass media forms that brought recorded music to the masses. Recording changed once again in the 1950s with the invention of the LP (long play) vinyl record, followed eight track-tapes, then vinyl, and finally cassettes in 1965. Compact discs (CDs) followed and were seen as
9180-510: The Croatian Medical journal proposed some strategies for mitigating the potentially harmful effects of filter bubbles on health information, such as: informing the public more about filter bubbles and their associated effects, users choosing to try alternative [to Google] search engines, and more explanation of the processes search engines use to determine their displayed results. Since the content seen by individual social media users
9333-407: The Internet or social media. A 2014 study revealed that 40% of participants rely on social media for news and for collecting information. Public relations is the strategic communication process of providing information to the public in order to present a specific view of a product or organization . According to Public Relations Society of America , public relations is about influencing and building
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#17327935104379486-401: The Internet. Many organizations make their data available on the Internet via APIs , web services, and open data standards. One such example is Ordnance Survey Open Data. Data made available in this way is structured to allow it to be inter-connected and used again by third parties. Data available from a user's social graph may be accessed by third-party application software so that it fits
9639-533: The Lumiere brothers debuted a series of 60-second clips screened outdoors to a Parisian audience. Despite the ever-growing popularity of moving images, the Lumiere brothers did not seek to revolutionize the style of the film but instead stuck to documenting daily life in France . This set the grounds for future film revolutionaries, including Georges Méliès , who sought to create narrative sequences in his films through
9792-469: The UK and Asia, WeeMees have become popular. WeeMees are 3D characters that are used as wallpaper and respond to the tendencies of the user. Video Graphics Array (VGA) picture quality allows people to change their background without any hassle and without sacrificing quality. All of these services are downloaded by the provider with the goal to make the user feel connected and enhance the experience while using
9945-479: The Web by ads for Teflon-coated pots. Open—even for an instant—a page listing signs that your spouse may be cheating and prepare to be haunted by DNA paternity-test ads. Accessing the data of link clicks displayed through site traffic measurements determines that filter bubbles can be collective or individual. As of 2011, one engineer had told Pariser that Google looked at 57 different pieces of data to personally tailor
10098-452: The ability to bring on aggressive attitude and behavior that impacts the social lives of people playing these video games. Furthermore, behavioral targeting ties into the ethics of interactive media as these websites and apps on our phones contain personal information which allow the owners or those running the companies to receive and use the information. Interactive media influences advertising because social media and websites show that there
10251-429: The ability to provide diverse information and sources that could moderate users' views. Similarly, a study of Twitter 's filter bubbles by New York University concluded that "Individuals now have access to a wider span of viewpoints about news events, and most of this information is not coming through the traditional channels, but either directly from political actors or through their friends and relatives. Furthermore,
10404-458: The agencies of the two concepts. This type of research will continue to grow more difficult to conduct, as many social media networks have also begun to limit API access needed for academic research. There are conflicting reports about the extent to which personalized filtering happens and whether such activity is beneficial or harmful. Analyst Jacob Weisberg, writing in June 2011 for Slate , did
10557-496: The algorithm is that it ranks stories based on a user's history, resulting in a reduction of the "politically cross-cutting content by 5 percent for conservatives and 8 percent for liberals." However, even when people are given the option to click on a link offering contrasting views, they still default to their most viewed sources. "[U]ser choice decreases the likelihood of clicking on a cross-cutting link by 17 percent for conservatives and 6 percent for liberals." A cross-cutting link
10710-480: The algorithmically curated content recommended to them." A study by Oxford, Stanford, and Microsoft researchers examined the browsing histories of 1.2 million U.S. users of the Bing Toolbar add-on for Internet Explorer between March and May 2013. They selected 50,000 of those users who were active news consumers, then classified whether the news outlets they visited were left- or right-leaning, based on whether
10863-417: The assumption that all stories in left-leaning publications are left-leaning, and the same for right-leaning; and the possibility that users who are not active news consumers may get most of their news via social media, and thus experience stronger effects of social or algorithmic bias than those users who essentially self-select their bias through their choice of news publications (assuming they are aware of
11016-447: The biggest invention in recorded arts since Thomas Edison. Nowadays, recorded music is usually listened to using streaming platforms such as Apple Music , YouTube Music , Soundcloud , and Spotify , which are becoming the primary sources of music recordings. Even with the progression into digital music, vinyl and cassettes remain popular physical forms of music. Radio is considered the most widely accessible form of mass communication in
11169-809: The blending of different beliefs, values, and traditions between groups of people and may occur through the globalization of content. Sex and the City , an American television show set in New York City, was viewed internationally and became popular among female workers in Thailand. A study conducted on the consumption of YouTube by the Information Technology Department and Sociology Department at Cornell University concluded that cultural convergence occurs more frequently in advanced cosmopolitan areas. Integrated communication refers to
11322-407: The content of the map based on previous searches and profile information. Technology writer Evgeny Morozov criticized map personalization as a threat to public space . Over time mobile phones have seen an increased attention placed on user personalization. Far from the black and white screens and monophonic ringtones of the past, smart phones now offer interactive wallpapers and MP3 truetones . In
11475-457: The definitions of filter bubbles and the relationships between ideological and technological factors associated with them. A critical review of filter bubbles suggested that "the filter bubble thesis often posits a special kind of political human who has opinions that are strong, but at the same time highly malleable" and that it is a "paradox that people have an active agency when they select content but are passive receivers once they are exposed to
11628-633: The degree to which users align with right-wing authoritarianism. Beyond offering different individual user factors that may influence the role of user choice, this study also raises questions and associations between the likelihood of users being caught in filter bubbles and user voting behavior. The Facebook study found that it was "inconclusive" whether or not the algorithm played as big a role in filtering News Feeds as people assumed. The study also found that "individual choice," or confirmation bias, likewise affected what gets filtered out of News Feeds. Some social scientists criticized this conclusion because
11781-585: The detrimental effects of filter bubbles include harm to the general society in the sense that they have the possibility of "undermining civic discourse" and making people more vulnerable to "propaganda and manipulation." He wrote: A world constructed from the familiar is a world in which there's nothing to learn ... (since there is) invisible autopropaganda, indoctrinating us with our own ideas. Many people are unaware that filter bubbles even exist. This can be seen in an article in The Guardian, which mentioned
11934-510: The development and preliminary testing of messages and materials, the selection of communication channels: print, broadcast, or digital, and communication categories: earned, paid, or social or digital media. This further includes providing training for the spokesperson and conducting audience research. Communication researchers study communication through various methods that have been verified through repetitive, cumulative processes. Both quantitative and qualitative methods have been used in
12087-435: The development of digital photography as phones and digital cameras have made film-based cameras a niche product. Kodak discontinued making a color film in 1999 and declared bankruptcy in 2012. Other companies, such as Fujifilm , have adapted, despite a downturn in sales. Video game genres are classifications assigned to video games based on their game play rather than visual or storytelling differences. A video game genre
12240-589: The different searchers received nearly identical search results. Interviewing programmers at Google, off the record, journalist Per Grankvist [ sv ] found that user data used to play a bigger role in determining search results but that Google, through testing, found that the search query is by far the best determinant of what results to display. There are reports that Google and other sites maintain vast "dossiers" of information on their users, which might enable them to personalize individual internet experiences further if they choose to do so. For instance,
12393-413: The dissemination of information to the public through media outlets such as newspapers, news channels, radio stations , and television stations . Alternative journalism deviates from established or dominant types of media in terms of their content, production, or distribution. Alternative journalism utilizes the same media outlets as mainstream journalism to advocate the interests of those excluded from
12546-461: The diversification of media forms, the study of mass communication has extended to include social media and new media , which both have stronger feedback models than traditional media sources. The history of communication stretches from prehistoric forms of art and writing to modern communication methods such as the Internet . Mass communication began when humans could transmit messages from
12699-508: The effect as minimal and addressable. According to Pariser, users get less exposure to conflicting viewpoints and are isolated intellectually in their informational bubble. He related an example in which one user searched Google for "BP" and got investment news about BP , while another searcher got information about the Deepwater Horizon oil spill , noting that the two search results pages were "strikingly different" despite use of
12852-657: The effect of filter bubbles on democracy and democratic processes, as well as the rise of "ideological media". These scholars fear that users will be unable to "[think] beyond [their] narrow self-interest" as filter bubbles create personalized social feeds, isolating them from diverse points of view and their surrounding communities. For this reason, an increasingly discussed possibility is to design social media with more serendipity, that is, to proactively recommend content that lies outside one's filter bubble, including challenging political information and, eventually, to provide empowering filters and tools to users. A related concern
13005-446: The effect of the filter bubbles by exposing users to more of the same content, users can block much advertising by deleting their search history, turning off targeted ads, and downloading browser extensions. Some use anonymous or non-personalized search engines such as YaCy , DuckDuckGo , Qwant , Startpage.com , Disconnect , and Searx in order to prevent companies from gathering their web-search data. Swiss daily Neue Zürcher Zeitung
13158-428: The effects and methods of advertising is relevant to the study of mass communication. Advertising is the paid, impersonal, one-way marketing of persuasive information from a sponsor. Through mass communication channels, the sponsor promotes the adoption of products or ideas. Advertisers have full control of the message being sent to their audience. Advertising includes the use of paid, earned, or owned media. Paid media
13311-493: The effects of misinformation worse. Pariser defined his concept of a filter bubble in more formal terms as "that personal ecosystem of information that's been catered by these algorithms." An internet user's past browsing and search history is built up over time when they indicate interest in topics by "clicking links, viewing friends, putting movies in [their] queue, reading news stories," and so forth. An internet firm then uses this information to target advertising to
13464-428: The emotional content of algorithmic recommendations. Social bots have been utilized by different researchers to test polarization and related effects that are attributed to filter bubbles and echo chambers. A 2018 study used social bots on Twitter to test deliberate user exposure to partisan viewpoints. The study claimed it demonstrated partisan differences between exposure to differing views, although it warned that
13617-401: The entire functionality. On an intranet or B2E Enterprise Web portals , personalization is often based on user attributes such as department, functional area, or the specified role. The term "customization" in this context refers to the ability of users to modify the page layout or specify what content should be displayed. Digital web maps are also being personalized. Google Maps change
13770-474: The entirety of the freelance and publishing communities to develop adequate ethical standards within this field. The National Communication Association is another major professional organization, which aids scholars and researchers within the field by promoting free and ethical communication, and recognizing the study of all forms of communication through inquiry rooted in humanist , social science-based, and aesthetic means. Each of these organizations publishes
13923-408: The evidence that is out there." Both "echo chambers" and "filter bubbles" describe situations where individuals are exposed to a narrow range of opinions and perspectives that reinforce their existing beliefs and biases, but there are some subtle differences between the two, especially in practices surrounding social media. Specific to news media , an echo chamber is a metaphorical description of
14076-409: The evils of the world, now made readily available through mass communication, have the belief that the world is only evil. Gerbner specifies that the context of violence within a story is also important; it is not the quantity that is the issue but rather how it adds up to tell said story. This conditioning can provoke a reaction of displeasure with the world as it can alter world views and it represents
14229-513: The exact same time: immigration, gun control, and vaccinations. Even in private browsing mode, most people saw results unique to them. Google included certain links for some that it did not include for other participants, and the News and Videos infoboxes showed significant variation. Google publicly disputed these results saying that Search Engine Results Page (SERP) personalization is mostly a myth. Google Search Liaison, Danny Sullivan, stated that “Over
14382-584: The extent to which personalized filtering happens and whether such activity is beneficial or harmful, with various studies producing inconclusive results. The term filter bubble was coined by internet activist Eli Pariser circa 2010. In Pariser's influential book under the same name, The Filter Bubble (2011), it was predicted that individualized personalization by algorithmic filtering would lead to intellectual isolation and social fragmentation. The bubble effect may have negative implications for civic discourse , according to Pariser, but contrasting views regard
14535-451: The fact that "more than 60% of Facebook users are entirely unaware of any curation on Facebook at all, believing instead that every single story from their friends and followed pages appeared in their news feed." A brief explanation for how Facebook decides what goes on a user's news feed is through an algorithm that takes into account "how you have interacted with similar posts in the past." A filter bubble has been described as exacerbating
14688-537: The field, offering regional and national conferences and refereed publications. It is a non-profit, educational association for educators, students, and media professionals with annual conferences that specialize in education, research, and public services of various facets of journalism and mass communication. The American Society of Journalists and Authors is the largest organization of independent nonfiction authors, and offers professional development services: which include benefits, conferences, workshops, and advocacy for
14841-429: The filtering process by AI-driven algorithms, thus effectively engaging in self-segregating filter bubbles. Despite their differences, the usage of these terms go hand-in-hand in both academic and platform studies. It is often hard to distinguish between the two concepts in social network studies, due to limitations in accessibility of the filtering algorithms, that perhaps could enable researchers to compare and contrast
14994-485: The filters to expand their taste rather than to limit it. Harvard law professor Jonathan Zittrain disputed the extent to which personalization filters distort Google search results, saying that "the effects of search personalization have been light." Further, Google provides the ability for users to shut off personalization features if they choose by deleting Google's record of their search history and setting Google not to remember their search keywords and visited links in
15147-491: The findings should be limited to party-registered American Twitter users. One of the main findings was that after exposure to differing views (provided by the bots), self-registered republicans became more conservative, whereas self-registered liberals showed less ideological change if none at all. A different study from The People's Republic of China utilized social bots on Weibo —the largest social media platform in China—to examine
15300-563: The future. A study from Internet Policy Review addressed the lack of a clear and testable definition for filter bubbles across disciplines; this often results in researchers defining and studying filter bubbles in different ways. Subsequently, the study explained a lack of empirical data for the existence of filter bubbles across disciplines and suggested that the effects attributed to them may stem more from preexisting ideological biases than from algorithms. Similar views can be found in other academic projects, which also address concerns with
15453-469: The general public and the potential effects of internet search engines to alter health-related behavior. A 2019 multi-disciplinary book reported research and perspectives on the roles filter bubbles play in regards to health misinformation. Drawing from various fields such as journalism, law, medicine, and health psychology, the book addresses different controversial health beliefs (e.g. alternative medicine and pseudoscience) as well as potential remedies to
15606-535: The globe. Through mass communication, information can be transmitted quickly to many people who do not necessarily live near the source. Mass communication is practiced through various channels known as mediums, which include radio , television , social networking , billboards , newspapers , magazines , books , film , and the Internet . In this modern era, mass communication is used to disperse information at an accelerated rate, often regarding politics and other polarizing topics. There are major connections between
15759-494: The information on to the audience. Social media , in its modern use, refers to platforms used on both mobile devices and home computers that allow users to interact through the use of words, images, sounds, and video. Social media includes popular sites such as Instagram , TikTok , Twitter , and Facebook as well as sites that can aid in business networking, such as LinkedIn . The use and importance of social media in communications and public relations has grown drastically over
15912-450: The interactive nature of social media creates opportunities for individuals to discuss political events with their peers, including those with whom they have weak social ties." According to these studies, social media may be diversifying information and opinions users come into contact with, though there is much speculation around filter bubbles and their ability to create deeper political polarization . One driver and possible solution to
16065-509: The internet." The concept of a filter bubble has been extended into other areas, to describe societies that self-segregate according political views but also economic, social, and cultural situations. That bubbling results in a loss of the broader community and creates the sense that for example, children do not belong at social events unless those events were especially planned to be appealing for children and unappealing for adults without children. Barack Obama's farewell address identified
16218-486: The invention of the kinetoscope by Thomas Edison . His failure to patent it resulted in two brothers, Louis and Auguste Lumiere , creating a portable camera that could process film and project images. The first public kinetoscope demonstration took place in 1893. By 1894, the Kinetoscope had become a commercial success, with public parlours established around the world. The invention quickly gained notoriety when
16371-430: The largest number of viewers. Its audience is greater in size than that of any other media audience. Since television is able to attract the audiences of all age groups, literate and illiterate and of all strata of society, it has attracted an enormous audience. Photography plays a role in the field of technology and mass communication by demonstrating facts or reinforcing ideas. Although photos can be altered digitally, it
16524-517: The leading global social media platforms. With more platforms targeting younger generations, audiences are growing. TikTok alone announced that it has over 1 billion active global users and receives over 18 million views; this number has been growing exponentially every year. With content reaching more audiences than ever, brands, companies, and individuals are able to communicate with millions of people all at once. Social media have introduced new difficulties into relationships. One way this has occurred
16677-424: The mainstream. Civic journalism (also known as "public journalism") is the idea of integrating journalism into the democratic process. The media not only informs the public but it also works toward engaging citizens and creating public debate. Citizen journalism is based upon public citizens actively producing news and information. Citizen journalism deals with the distribution of news by the public, often through
16830-469: The majority of voters in the counties associated with user IP addresses voted for Obama or Romney in the 2012 presidential election. They then identified whether news stories were read after accessing the publisher's site directly, via the Google News aggregation service, web searches, or social media. The researchers found that while web searches and social media do contribute to ideological segregation,
16983-420: The media that is consumed through mass communication and our culture, which contributes to polarization and dividing people based on consequential issues. mass communication is a one way communication process In social science, mass communication is related to communication studies , but has its roots in sociology . Mass communication is "the process by which a person, group of people or organization creates
17136-497: The mission of encouraging users to open their echo chambers. News apps such as Read Across the Aisle nudge users to read different perspectives if their reading pattern is biased towards one side/ideology. Although apps and plug-ins are tools humans can use, Eli Pariser stated "certainly, there is some individual responsibility here to really seek out new sources and people who aren't like you." Since web-based advertising can further
17289-400: The multitude of mass communication outlets increases daily, the availability of very niche and broad outlets has also increased. This availability and the countless opinions being accessed can lead to a skimming activity where authors such as Nicholas Carr have noticed that they have a shorter attention span and are more prone to only skimming an outlet rather than being attentive. This habit
17442-421: The negative effects of filter bubbles and echo chambers on different topics in health discourse. A 2016 study on the potential effects of filter bubbles on search engine results related to suicide found that algorithms play an important role in whether or not helplines and similar search results are displayed to users and discussed the implications their research may have for health policies. Another 2016 study from
17595-649: The news, indicating right-leaning with a bigger red bar or left-leaning with a bigger blue bar. A study evaluating this news balancer found "a small but noticeable change in reading behavior, toward more balanced exposure, among users seeing the feedback, as compared to a control group". In light of recent concerns about information filtering on social media, Facebook acknowledged the presence of filter bubbles and has taken strides toward removing them. In January 2017, Facebook removed personalization from its Trending Topics list in response to problems with some users not seeing highly talked-about events there. Facebook's strategy
17748-509: The notion of adaptive hypermedia (AH). The main difference is that the former would usually work on what is considered "open corpus hypermedia", while the latter would traditionally work on "closed corpus hypermedia." However, recent research directions in the AH domain take both closed and open corpus into account, making the two fields very inter-related. Personalization is also being considered for use in less open commercial applications to improve
17901-452: The notion that the number of news sources that users consume impacts their likelihood to be caught in a filter bubble—with higher media diversity lessening the chances—their results suggest that certain demographics (higher age and male) along with certain personality traits (high openness) correlate positively with a number of news sources consumed by individuals. The study also found a negative ideological association between media diversity and
18054-433: The opposite mechanism, information popularization . This model explains how both personalization and popularization are employed together (by tech companies, organizations, governments or even individuals) as complementing mechanisms to gain economic, political, and social power. Among the social implications of information personalization is the emergence of filter bubbles . Mass communication Mass communication
18207-409: The particular content seen by users, often without their direct consent or cognizance, due to the algorithms used to curate that content. Self-created content manifested from behavior patterns can lead to partial information blindness. Critics of the use of filter bubbles speculate that individuals may lose autonomy over their own social media experience and have their identities socially constructed as
18360-661: The percent changes in polarization and disagreement on Reddit and Twitter. They found that polarization increased significantly at 400% in non-regularized networks, while polarization increased by 4% in regularized networks and disagreement by 5%. While algorithms do limit political diversity, some of the filter bubbles are the result of user choice. A study by data scientists at Facebook found that users have one friend with contrasting views for every four Facebook friends that share an ideology. No matter what Facebook's algorithm for its News Feed is, people are more likely to befriend/follow people who share similar beliefs. The nature of
18513-402: The personalization is not individual to that singular user, it only pinpoints a specific trait that matches them up with a larger group of people. Behavioral targeting represents a concept that is similar to mass personalization. Predictive personalization is defined as the ability to predict customer behavior, needs or wants - and tailor offers and communications very precisely. Social data
18666-417: The personalized web page or information appliance . Current open data standards on the Internet are: Web pages can be personalized based on their users' characteristics (interests, social category, context, etc.), actions (click on a button, open a link, etc.), intents (make a purchase, check the status of an entity), or any other parameter that is prevalent and associated with an individual. This provides
18819-475: The phone. In print media, ranging from magazines to promotional publications , personalization uses databases of individual recipients' information. Not only does the written document address itself by name to the reader, but the advertising is targeted to the recipient's demographics or interests using fields within the database or list, such as "first name", "last name", "company", etc. The term "personalization" should not be confused with variable data, which
18972-448: The point of protesting the filter bubble is that the algorithms and individual choice work together to filter out News Feeds. They also criticized Facebook's small sample size, which is about "9% of actual Facebook users," and the fact that the study results are "not reproducible" due to the fact that the study was conducted by "Facebook scientists" who had access to data that Facebook does not make available to outside researchers. Though
19125-444: The popularity of cloud services increases, personalized algorithms used to construct filter bubbles are expected to become more widespread. Scholars have begun considering the effect of filter bubbles on the users of social media from an ethical standpoint , particularly concerning the areas of personal freedom , security , and information bias . Filter bubbles in popular social media and personalized search sites can determine
19278-499: The power and darker side of mass communication. The ability to have any form of information to reach anybody around the world in minutes through the Internet has only amplified this lens. Mass communication is necessary for improving awareness and education surrounding public health issues. Amidst the COVID-19 pandemic, mass communication has been crucial for educating the general public regarding precautionary measures needed to combat
19431-435: The problem is the role of emotions in online content. A 2018 study shows that different emotions of messages can lead to polarization or convergence: joy is prevalent in emotional polarization, while sadness and fear play significant roles in emotional convergence. Since it is relatively easy to detect the emotional content of messages, these findings can help to design more socially responsible algorithms by starting to focus on
19584-472: The process of bringing together several types of mass communication to function across the mediascape. Integrated communication unifies all mass communication elements, such as social media, public relations, and advertising. This ensures that the ways in which a company communicates follow the company's business goals and remain consistent across all media channels. This brings value to brand loyalty and to maintaining brand identity. The film industry began with
19737-470: The publications' biases). A study by Princeton University and New York University researchers aimed to study the impact of filter bubble and algorithmic filtering on social media polarization. They used a mathematical model called the " stochastic block model " to test their hypothesis on the environments of Reddit and Twitter. The researchers gauged changes in polarization in regularized social media networks and non-regularized networks, specifically measuring
19890-509: The researchers concluded that there are two essential elements of a filter bubble: a large concentration of users around a single topic and a uni-directional, star-like structure that impacts key information flows. In June 2018, the platform DuckDuckGo conducted a research study on the Google Web Browser Platform. For this study, 87 adults in various locations around the continental United States googled three keywords at
20043-413: The results. Comparing two of the friends' first pages of results, while there was overlap between them on topics like news and travel, one friend's results prominently included links to information on the then-ongoing Egyptian revolution of 2011 , while the other friend's first page of results did not include such links. In The Filter Bubble , Pariser warns that a potential downside to filtered searching
20196-440: The same key words. The results of the U.S. presidential election in 2016 have been associated with the influence of social media platforms such as Twitter and Facebook, and as a result have called into question the effects of the "filter bubble" phenomenon on user exposure to fake news and echo chambers , spurring new interest in the term, with many concerned that the phenomenon may harm democracy and well-being by making
20349-466: The same viewpoints, but they also possess the agency to break outside of the echo chambers. On the other hand, filter bubbles are implicit mechanisms of pre-selected personalization , where a user's media consumption is created by personalized algorithms; the content a user sees is filtered through an AI-driven algorithm that reinforces their existing beliefs and preferences, potentially excluding contrary or diverse perspectives. In this case, users have
20502-521: The sitcom All in the Family premiered on CBS , covering the issues of the time and portraying a bigot named Archie Bunker . By 1972, the sales of color television sets surpassed that of black-and-white sets. In the 1980s, television became geared towards what has become known as the MTV Generation, with a surge in the number of cable channels. Of all the mass media today, television attracts
20655-410: The societal impact of mass communication. Theorists such as Neil Postman and George Gerbner as well as authors such as Nicholas Carr have argued that the overindulged and over-reliant have become consumed by mass communication and the mediums it utilizes. This reliance, they continue, produces notable complications and issues that have seeped into an increasingly technical and connected society. As
20808-500: The spread of illness. Mass communication methods surrounding the establishment of effective public health programs include news stories, paid media, and social and digital media. Components for an effective communications campaign, as per the CDC 's requirements, include specific individualized training, guidance, and technical assistance. Included in those is the development of a plan for communication, analysis and awareness of key audiences,
20961-541: The structure of filter bubbles regarding to their effects on polarization. The study draws a distinction between two conceptions of polarization. One being where people with similar views form groups, share similar opinions, and block themselves from differing viewpoints (opinion polarization), and the other being where people do not access diverse content and sources of information (information polarization). By utilizing social bots instead of human volunteers and focusing more on information polarization rather than opinion-based,
21114-406: The study found that only about 15–20% of the average user's Facebook friends subscribe to the opposite side of the political spectrum, Julia Kaman from Vox theorized that this could have potentially positive implications for viewpoint diversity. These "friends" are often acquaintances with whom we would not likely share our politics without the internet. Facebook may foster a unique environment where
21267-471: The study of mass communication. The main focus of mass communication research is to learn how the content of mass communication affects the attitudes, opinions, emotions, and ultimately behaviors of the people who receive the message. Several prominent methods of study are as follows: The Association for Education in Journalism and Mass Communication is the major membership organization for academics in
21420-418: The technology exists for Google to keep track of users' histories even if they don't have a personal Google account or are not logged into one. One report stated that Google had collected "10 years' worth" of information amassed from varying sources, such as Gmail , Google Maps , and other services besides its search engine, although a contrary report was that trying to personalize the internet for each user,
21573-403: The top fifty Internet sites, from CNN to Yahoo to MSN , install an average of 64 data-laden cookies and personal tracking beacons. Search for a word like "depression" on Dictionary.com, and the site installs up to 223 tracking cookies and beacons on your computer so that other Web sites can target you with antidepressants. Share an article about cooking on ABC News, and you may be chased around
21726-551: The use of special effects. The first 30 years of cinema were characterized by the growth and consolidation of an industrial base, the establishment of the narrative form, and refinement of the technology. In the 1970s, television began to change to include more complicated and three-dimensional characters and plots. PBS launched in 1970, becoming the home for programming that would not be suitable for network television. It operates primarily on donations, with little government funding, rather than having commercials. On January 12, 1971,
21879-440: The user experience in the online world. Internet activist Eli Pariser has documented personalized search , where Google and Yahoo! News give different results to different people (even when logged out). He also points out social media site Facebook changes user's friend feeds based on what it thinks they want to see. This creates a clear filter bubble . Websites use a visitor's location data to adjust content, design, and
22032-476: The user, or make certain types of information appear more prominently in search results pages . This process is not random, as it operates under a three-step process, per Pariser, who states, "First, you figure out who people are and what they like. Then, you provide them with content and services that best fit them. Finally, you tune in to get the fit just right. Your identity shapes your media." Pariser also reports: According to one Wall Street Journal study ,
22185-516: The user, such as their location, past click-behavior, and search history. Consequently, users become separated from information that disagrees with their viewpoints, effectively isolating them in their own cultural or ideological bubbles, resulting in a limited and customized view of the world. The choices made by these algorithms are only sometimes transparent. Prime examples include Google Personalized Search results and Facebook's personalized news-stream. However, there are conflicting reports about
22338-609: The user. According to a study conducted in 2014 at the research firm Econsultancy, less than 30% of e-commerce websites have invested in the field of web personalization. However, many companies now offer services for web personalization as well as web and email recommendation systems that are based on personalization or anonymously collected user behaviors. There are many categories of web personalization which includes: There are several camps in defining and executing web personalization. A few broad methods for web personalization include: With implicit personalization, personalization
22491-512: The vast majority of online news consumption consisted of users directly visiting left- or right-leaning mainstream news sites and consequently being exposed almost exclusively to views from a single side of the political spectrum. Limitations of the study included selection issues such as Internet Explorer users skewing higher in age than the general internet population; Bing Toolbar usage and the voluntary (or unknowing) sharing of browsing history selection for users who are less concerned about privacy;
22644-717: The word filterblase (the German translation of filter bubble) word of the year 2016. In The Filter Bubble: What the Internet Is Hiding from You , internet activist Eli Pariser highlights how the increasing occurrence of filter bubbles further emphasizes the value of one's bridging social capital as defined by Robert Putman. Pariser argues that filter bubbles reinforce a sense of social homogeneity, which weakens ties between people with potentially diverging interests and viewpoints. In that sense, high bridging capital may promote social inclusion by increasing our exposure to
22797-404: The world and the medium used to the greatest degree in the United States. Internet radio has now become increasingly more popular as radio stations are streaming content through their websites and other applications. Music streaming services such as Apple Music and Spotify have also integrated radio features into their platforms. Spotify Radio is a feature that allows Spotify to continuously create
22950-513: The years and is now a staple in advertisements to mass audiences. For many newer companies and businesses geared towards young people, social media is a tool for advertising purposes and for growing brands. Social media provides additional ways to connect and reach out to a specific, targeted audience. Social media platforms have completely changed the way people communicate. Over the past twenty years, social media has drastically changed with TikTok and Instagram joining Facebook and Twitter as some of
23103-445: The years, a myth has developed that Google Search personalizes so much that for the same query, different people might get significantly different results from each other. This isn’t the case. Results can differ, but usually for non-personalized reasons.” When filter bubbles are in place, they can create specific moments that scientists call 'Whoa' moments. A 'Whoa' moment is when an article, ad, post, etc., appears on your computer that
23256-411: Was technically challenging for an internet firm to achieve despite the huge amounts of available data. Analyst Doug Gross of CNN suggested that filtered searching seemed to be more helpful for consumers than for citizens , and would help a consumer looking for "pizza" find local delivery options based on a personalized search and appropriately filter out distant pizza stores. Organizations such as
23409-474: Was the French inventor who took the first photo in 1827; the photo required 8 hours of exposure. In 1839, Louis Daguerre introduced the daguerreotype , which reduced exposure time to about thirty minutes. Over time, photography techniques progressed, including the advancement of image quality, the ability to add color to an image, and reductions in exposure time. The modern industry has dramatically changed with
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