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User profile

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From Wikipedia, the free encyclopedia
(Redirected from User profiling)

For Wikipedia's guideline on its own user pages, see Wikipedia:User pages.
A typical user profile

A user profile is a collection of settings and information associated with a user. It contains critical information that is used to identify an individual, such as their name, age, portrait photograph and individual characteristics such as knowledge or expertise.[1] User profiles are most commonly present on social media websites such as Facebook, Instagram, and LinkedIn; and serve as voluntary digital identity of an individual, highlighting their key features and traits.[2] In personal computing and operating systems, user profiles serve to categorise files, settings, and documents by individual user environments, known as ‘accounts’, allowing the operating system to be more friendly and catered to the user.[3] Physical user profiles serve as identity documents such as passports, driving licenses and legal documents that are used to identify an individual under the legal system.

A user profile can also be considered as the computer representation of a user model. A user model is a (data) structure that is used to capture certain characteristics about an individual user, and the process of obtaining the user profile is called user modeling[4] or profiling.

Origin

The origin of user profiles can be traced to the origin of the passport, an identity document (ID) made mandatory in 1920, after World War I following negotiations at the League of Nations.[5] The passport served as an official government record of an individual. Consequently, Immigration Act of 1924 was established to identify an individual's country of origin. In the 21st century, passports have now become a highly sought-after commodity as it is widely accepted as a source of verifying an individual's identity under the legal system.[6]

With the advent of digital revolution and social media websites, user profiles have transitioned to an organised group of data describing the interaction between a user and a system.[7] Social media sites like Instagram allow individuals to create profiles that are representative of their desired personality and image. Filling all fields of profile information may not be necessary to create a meaningful self-presentation, which grants individual more control over of the identity they wish to present by displaying the most meaningful attributes.[8] A personal user profile is a key aspect of an individual's social networking experience, around which his/her public identity is built.[9]

Types of user profiles

A user profile can be of any format if it contains information, settings and/or characteristics specific to an individual. Most popular user profiles include those on photo and video sharing websites such as Facebook and Instagram, accounts on operating systems, such as those on Windows and MacOS and physical documents such as passports and driving licenses.

Social media

Effectively structured user profiles on social media channels such as Instagram and Facebook offer a way for people to form impressions about someone that is predictive or similarly meeting them offline.[9] The condensed format of social media profiles allows for quick filtering of millions of profiles by matching individuals by similar characteristics and interests; information provided upon sign up. A research conducted highlights that only a “thin slice”[7] of information is required to form an impression about an individual online (Stecher and Counts 2008). Online user profiles eliminate the complexity of interaction that is present in ‘face-to-face’ meetings such as behavioural, facial, and environmental information, resulting in increased predictiveness of user personality.[10]

Dating apps and websites solely rely on an individual's user profile and the information provided to form interactions and communication with others on the platform.[11] Despite having control over presented information, lying is minimal in online dating contexts (Hancock, Toma and Ellison, 2007). Apps such as Bumble allow users to ‘match’ with other individuals based on their characteristics and selected filters that allow users to narrow the spectrum of search to their preference. Information for a user's profile is voluntarily specified by the user and includes information such as height, interests, photographs, gender or education.

The requirement of information varies respective to each platform, and there surrounds little consensus to an appropriate amount of information for a condensed user profile. Universally, all social networking platforms display an individual's profile picture and an “about me” page that allows for self-expression.

Influencers

Influencer user profiles are third party endorsers who shape audience attitudes and decisions through social media content such as photos, blogs and tweets.[12] Social Media Influencers (SMI) often hold a significant following on a social media platform which enables them to be recognised as opinion leaders to shape an information influence to their audience.[13] 'Influencer marketing' industry gained prominence in 2018, when the photo sharing app Instagram crossed 1 billion users,[14] subsequently with approximately 60,000 google search queries for 'influencer marketing' the same year.[15] Influencer user profiles hold a unique selling point, or public personality that is unique and charismatic to the needs and wants of their target audience.[16] SMI profiles advertise product information, latest promotions and regularly engage with their followers to maintain their online persona.[17] Messages endorsed by social media influencers are often perceived as reliable and compelling, as a study conducted found 82% of followers were more inclined to follow the suggestions of their favorite influencer.[18] This allows advertisers to leverage online user profiles and their audience rapport to target younger and niche audiences.[18] According to a market survey, influencer marketing through social media profiles yields a return 11 times higher than traditional marketing, as they are more capable of communicating to a niche segment.[18] Most popular influencers include sport starts such as Cristiano Ronaldo and Hollywood personalities such as Dwayne Johnson and Kylie Jenner each with over 200 million followers respectively.[19]

Ecommerce

Online shopping or Ecommerce websites such as Amazon use information from a customer's user profile and interests to generate a list of recommended items to shop. Recommendation algorithms analyse user demographic data, history, and favourite artists to compile suggestions. The store rapidly adapts to changing user needs and preferences, with generation of real time results required within half of a second.[20] New profiles naturally have limited information for algorithms to analyse, and customer data of each interaction provides valuable information which is stored as a database linked with each individual profile.[20] User profiles on ecommerce websites also serve to improve sales of sellers as individuals are recommend products that other "customers who bought this item also bought" to widen the selection of the buyer.[21] A study conducted found that user profiles and recommendation algorithms have significant impact on related product sales and overall spending of an individual.[21] A process known as "collaborative filtering" tries to analyse common products of interest for an individual on the basis of views expressed by other similar behaving profiles.[22] Features such as product ratings, seller ratings and comments allow individual user profiles to contribute to recommendation algorithms, eliminate adverse selection and contribute to shaping an online marketplace adhering to Amazons zero tolerance policy for misleading products.[23]

Digital user profiles

Windows 8 Account setup dialogue
Example of setting up a Windows digital user profile on a computer

Modern software and applications account for user profiles as a foundation on which a usable application is built. The structure and layout of an application such as its menus, features and controls are often derived from user's selected settings and preferences.[24] The origin of digital user profiles in computer systems was first initiated by Windows NT that held user settings and information in a separate environment variable named %USERPROFILE% and held the framework to a user's profile root.[25] Consequently, operating systems such as MacOS further accelerated prominence of user profiles in Mac OS X 10.0. Iterations since have been made with each operating system release with the aim to maximise user friendliness with the system. Features such as keyboard layouts, time zones, measurement units, synchronisation of different services and privacy preferences are made available during the setup of a user account on the computer[26]

Types of accounts

Administrator

Administrator user profiles have complete access to the system and its permissions.[27] It is often the first user profile on a system by design, and is what allows other accounts to be created. However, since the administrator account has no restrictions, they are highly vulnerable to malware and viruses, with potential to impact all other accounts.[28]

Guest

Guest accounts allow other people access to your system with limited functionality and restrictions on modifying apps, settings and documents.[29] Guest user accounts solve the concern of providing entire access of your account to other individuals. On MacOS, guest profiles don't require a password, however are completely controlled by parental controls on an administrative account.[30] Features such as automatic data & history deletion after a session is closed, allow guest accounts to save disk space once a user logs off.[30] Guest accounts are most popularly used in public services such as libraries where individuals can request for a temporary account to complete work and research.[31]

Physical user profiles

Physical user profiles or legal documents such as passport and driving license are widely accepted as an official government record of an individual's details.[5][failed verification] Much like digital user profiles, these documents outline primary characteristics of an individual such as their full legal name, birthdate, address portrait picture and a date of expiry.[32][33] In recent history, many user profiles include a date of expiry or date of creation to indicate the legitimacy of the document and/or to encourage renewal to maintain accuracy of details. In some countries, it is a requirement to have a valid passport for six months after the planned leave from the country.[34]

National identity documents

National identity documents are any documents issued by the official national authority, and are part of a government record.[35] It is used to verify aspects of an individual's personal identity. Government issued documents include birth certificates, drivers licence, marriage certificate, national identity document and a social security card.[35] The format of identity documents varies with each individual country.

Controversies

Cambridge Analytica scandal 2018

The Cambridge Analytica Scandal, surfaced in 2018, raised global concerns over the privacy and the psychographic profiling algorithms that can be derived from user profiles.[36] In 2013, Aleksandr Kogan of Cambridge Analytica developed an application "thisisyourdigitallife", which operated as a personality quiz, with the key caveat of connecting to an individual's Facebook user profile to operate.[37] Many news sources documented Cambridge Analytica's exploitation of the Facebook data algorithm, where users not only gave the app permissions to access their "likes", but also information about their contacts and friends.[36] The amassed data approximating 87 million Facebook users was harvested and exploited legally, to predict and influence the individual voting decisions in the 2016 presidential election.[36] For many users it was unsettling that social media was being used to influence public opinion, leading to #deletefacebook campaigns on Twitter as a backlash to the scandal and Facebook's inability to guard privacy invasions.[38] However, a research conducted on undergraduate students revealed many users believe that an exchange of personal information is necessary to participate in a social network and thus, despite the "breach of trust" (Zuckerberg, 2018) minimal users left the platform permanently.[38]  

In the months following Mark Zuckerberg's (founder) congressional hearing regarding the scandal, 74% of users made adjustments to their use of Facebook user profiles and changed their privacy settings.[38] The Federal Trade Commission (FTC) legally required Facebook to acquire explicit consent of the user in use of their data, alongside disclosing appropriate information about the third party identity.[36]

#DeleteFacebook movement

Social media dissatisfaction can arise from challenges relating to misinformation, privacy and anti-social behaviours.[39] 'Facebooklessness' a term coined by Ongun & Güder, 2013, considers the intentional distancing and isolation from Facebook. The #deletefacebook movement arose after the Cambridge Analytica Scandal 2018, which fuelled a lack of trust for the service and its ability to protect user information. Some reasons for intentional distancing was time-waste, reducing distraction, privacy concerns, seeking new relationships and coping with lost relationships.[39] The movement away from Facebook is less of a one time gush, but a more steady trickle over the course.[40] Some users adapted by deactivating their profiles (which can be reactivated later), others permanently and unretrievably deleting their accounts. For many users, deactivating was a reactionary and a temporary response to the scandal, as social needs and constant connectedness with relationships introduced imperatives to stay.[38]


See also

References

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  2. ^ Massari, Luisa (1 September 2010). "Analysis of MySpace user profiles". Information Systems Frontiers. 12 (4): 361–367. doi:10.1007/s10796-009-9206-8. ISSN 1572-9419. S2CID 13223470.
  3. ^ Russinovich, Mark. "User Account Control Inside Windows 7" (PDF).
  4. ^ Piao, Guangyuan; Breslin, John G. (2018). "Inferring User Interests in Microblogging Social Networks: A Survey". User Modeling and User-Adapted Interaction. 28 (3): 277–329. arXiv:1712.07691. doi:10.1007/s11257-018-9207-8. S2CID 3847937.
  5. ^ a b "The history of the passport". The West Australian. 23 September 2014. Retrieved 30 May 2021.
  6. ^ "A History of the Passport". Travel. 16 May 2017. Archived from the original on 26 February 2021. Retrieved 14 May 2021.
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  8. ^ Hu, Yuheng; Manikonda, Lydia; Kambhampati, Subbarao (16 May 2014). What We Instagram: A First Analysis of Instagram Photo Content and User Types. Proceedings of the International AAAI Conference on Web and Social Media. Proceedings of the ... International AAAI Conference on Weblogs and Social Media. Vol. 8, no. 1. ISSN 2334-0770.
  9. ^ a b Counts, Scott; Stecher, Kristin (11 December 2016). Self-Presentation of Personality During Online Profile Creation. Third International Conference on Weblogs and Social Media, ICWSM.
  10. ^ Stecher, Kristin. "Thin Slices of Online Profile Attributes" (PDF).
  11. ^ Hancock, Jeffrey T.; Toma; Ellison. "The Truth about Lying in Online Dating Profiles" (PDF).
  12. ^ Freberg, Karen; Graham, Kristin; McGaughey, Karen; Freberg, Laura A. (1 March 2011). "Who are the social media influencers? A study of public perceptions of personality". Public Relations Review. 37 (1): 90–92. doi:10.1016/j.pubrev.2010.11.001. ISSN 0363-8111. S2CID 93450895.
  13. ^ Magno, Francesca; Cassia, Fabio (3 April 2018). "The impact of social media influencers in tourism". Anatolia. 29 (2): 288–290. Bibcode:2018Anato..29..288M. doi:10.1080/13032917.2018.1476981. ISSN 1303-2917. S2CID 169917743.
  14. ^ "Instagram hits 1 billion monthly users, up from 800M in September". TechCrunch. 20 June 2018. Archived from the original on 12 November 2020. Retrieved 30 May 2021.
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  16. ^ Khamis, Susie; Ang, Lawrence; Welling, Raymond (3 April 2017). "Self-branding, 'micro-celebrity' and the rise of Social Media Influencers". Celebrity Studies. 8 (2): 191–208. doi:10.1080/19392397.2016.1218292. hdl:10453/98736. ISSN 1939-2397. S2CID 59289264.
  17. ^ Lim, X. J., Radzol, A. M., Cheah, J., & Wong, M. W. (2017). The impact of social media influencers on purchase intention and the mediation effect of customer attitude. Asian Journal of Business Research, 7(2), 19-36. Chicago
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  19. ^ "Most followed accounts on Instagram 2021". Statista. Retrieved 30 May 2021.
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  21. ^ a b Chen, Hsuanwei Michelle. "Do online recommendations matter?--A multimodal investigation of Amazon's co-purchase network." Journal of Digital Information Management, vol. 13, no. 3, 2015, p. 176+. Gale Academic OneFile, link.gale.com/apps/doc/A428095490/AONE?u=slnsw_public&sid=bookmark-AONE&xid=b8236c5e. Accessed 30 May 2021.
  22. ^ Mu, Ruihui, and Xiaoqin Zeng. "Collaborative Filtering Recommendation Algorithm Based on Knowledge Graph." Mathematical Problems in Engineering, vol. 2018, 2018, p. NA. Gale Academic OneFile, link.gale.com/apps/doc/A609852528/AONE?u=slnsw_public&sid=bookmark-AONE&xid=6329f474. Accessed 30 May 2021.
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  29. ^ "Guest account and it's privileges in Windows 10 - Microsoft Q&A". docs.microsoft.com. Retrieved 31 May 2021.
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  31. ^ "Library Guest Account". libraries.indiana.edu. 6 March 2014. Retrieved 31 May 2021.
  32. ^ "All About Passports | Passport Index 2021". Passport Index - Global Mobility Intelligence. Retrieved 30 May 2021.
  33. ^ Immigration, Refugees and Citizenship Canada (10 August 2015). "Features of the passport". www.canada.ca. Retrieved 30 May 2021.
  34. ^ Office, Australian Passport (20 March 2018). "Passport validity and foreign visas". Australian Passport Office. Retrieved 30 May 2021.
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  36. ^ a b c d Hu, Margaret (1 July 2020). "Cambridge Analytica's black box". Big Data & Society. 7 (2): 2053951720938091. doi:10.1177/2053951720938091. ISSN 2053-9517.
  37. ^ "Revealed: 50 million Facebook profiles harvested for Cambridge Analytica in major data breach". The Guardian. 17 March 2018. Retrieved 28 May 2021.
  38. ^ a b c d Brown, Allison J (20 March 2020). ""Should I Stay or Should I Leave?": Exploring (Dis)continued Facebook Use After the Cambridge Analytica Scandal". Social Media + Society. 6. doi:10.1177/2056305120913884. S2CID 216219493.
  39. ^ a b Brown, Allison J. (1 January 2020). ""Should I Stay or Should I Leave?": Exploring (Dis)continued Facebook Use After the Cambridge Analytica Scandal". Social Media + Society. 6 (1): 2056305120913884. doi:10.1177/2056305120913884. ISSN 2056-3051. S2CID 216219493.
  40. ^ Kaser, Rachel (5 September 2018). "It turns out lots of people actually did #DeleteFacebook". TheNextWeb.com, Amsterdam – via Proquest.
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