Social Media Harms as a Trilemma: Asymmetry, Algorithms, and Audacious Design Choices

04/28/2023
by   Marc Cheong, et al.
0

Social media has expanded in its use, and reach, since the inception of early social networks in the early 2000s. Increasingly, users turn to social media for keeping up to date with current affairs and information. However, social media is increasingly used to promote disinformation and cause harm. In this contribution, we argue that as information (eco)systems, social media sites are vulnerable from three aspects, each corresponding to the classical 3-tier architecture in information systems: asymmetric networks (data tier); algorithms powering the supposed personalisation for the user experience (application tier); and adverse or audacious design of the user experience and overall information ecosystem (presentation tier) - which can be summarized as the 3 A's. Thus, the open question remains: how can we 'fix' social media? We will unpack suggestions from various allied disciplines - from philosophy to data ethics to social psychology - in untangling the 3A's above.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/26/2022

Folk Models of Misinformation on Social Media

In this paper we investigate what folk models of misinformation exist th...
research
12/10/2020

Social Media Alerts can Improve, but not Replace Hydrological Models for Forecasting Floods

Social media can be used for disaster risk reduction as a complement to ...
research
10/26/2017

Klout Topics for Modeling Interests and Expertise of Users Across Social Networks

This paper presents Klout Topics, a lightweight ontology to describe soc...
research
08/28/2023

Rebalancing Social Feed to Minimize Polarization and Disagreement

Social media have great potential for enabling public discourse on impor...
research
07/15/2019

The Elusive Model of Technology, Media, Social Development, and Financial Sustainability

We recount in this essay the decade-long story of Gram Vaani, a social e...
research
04/04/2023

So, I Can Feel Normal: Participatory Design for Accessible Social Media Sites for Individuals with Traumatic Brain Injury

Traumatic brain injury (TBI) can result in chronic sensorimotor, cogniti...
research
09/01/2019

You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP

Information about individuals can help to better understand what they sa...

Please sign up or login with your details

Forgot password? Click here to reset