Data Mining (28)

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  • The App Solutions
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5 types of recommender systems and their impact on customer experience

Overview of recommender systems, which are information filtering algorithms design to suggest content or products to a particular user.

  • The App Solutions
  • 8 min
  • Kinolab
  • 2019
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Social Media Data and Cooperation with Law Enforcement

Chris is a ride-share driver who has taken passenger Jaden hostage, with the conditions of release being that he is connected with Billy Bauer, the CEO of social media company Smithereen, for a conversation. While the London police attempt to deal with the situation through negotiation, the management team at Smithereen uses several data mining techniques, including analysis of Chris’s various social media pages and audio data streaming from his device, to provide the police with a valuable and complete profile on Chris.

  • Kinolab
  • 2019
  • 5 min
  • Inc
  • 2021
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Tim Cook May Have Just Ended Facebook

On International Data Privacy Day, Apple CEO Tim Cook fired shots against Mark Zuckerberg and Facebook’s model of mining user data through platform analytics and web mining to serve up targeted ads to users. By contrast, Cook painted Apple as a privacy oriented company who wants to make technology work for its users by not collecting their data and manipulating them psychologically through advertising.

  • Inc
  • 2021
  • 3 min
  • CNN
  • 2021
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Microsoft patented a chatbot that would let you talk to dead people. It was too disturbing for production

The prominence of social data on any given person afforded by digital artifacts, such as social media posts and text messages, can be used to train a new algorithm patented by Microsoft to create a chatbot meant to imitate that specific person. This technology has not been released, however, due to its harrowing ethical implications of impersonation and dissonance. For the Black Mirror episode referenced in the article, see the narratives “Martha and Ash Parts I and II.”

  • CNN
  • 2021
  • 7 min
  • Wired
  • 2021
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This Site Published Every Face From Parler’s Capitol Riot Videos

An anonymous college student created a website titled “Faces of the Riot,” a virtual wall containing over 6,000 face images of insurrectionists present at the riot at the Capitol on January 6th, 2021. The ultimate goal of the creator’s site, which used facial recognition algorithms to crawl through videos posted to the right-wing social media site Parler, is to hopefully have viewers identify any criminals that they recognize to the proper authorities. While the creator put safeguards for privacy in place, such as using “facial detection” rather than “facial recognition”, and their intentions are supposedly positive, some argue that the implications on privacy and the widespread integration of this technique could be negative.

  • Wired
  • 2021
  • 5 min
  • NPR
  • 2020
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Amazon, TikTok, Facebook, Others Ordered To Explain What They Do With User Data

After the FTC and 48 States charged Facebook with being a monopoly in late 2020, the FTC continues the push for accountability of tech monopolies by demanding that large social network companies, including Facebook, TikTok, and Twitter, share exactly what they do with user data in hopes of increased transparency. Pair with “Facebook hit with antitrust lawsuit from FTC and 48 state attorneys general“

  • NPR
  • 2020
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