News

Researchers propose new solutions to alleviate hostility on social media

Disputes could be alleviated in arenas where people voicing incendiary opinions would have to deal with the emotions and reactions of a variety of readers, including their own near and dears.

Arguments and the echo chambers recycling strong opinions on social media are actively studied all over the world. Many researchers have suggested that inciting hatred and hostility between extreme opposites on an issue could be alleviated by wide-ranging content recommendation across hard-set divides. This way, people could be exposed to content and perspectives that differ from their own fixed opinions.

A joint research effort of Aalto University, University of Helsinki and Syracuse University challenges the approach that has attracted a great deal of attention. The researchers analysed approximately 50 000 messages from a total of ten Finnish Facebook groups, half of which had a positive stance towards immigration and the other half were strongly against it. Only two per cent of the links shared in the opposed groups were the same; consequently, the groups do not consume the same content, save only a few exceptions.

After this network analysis, they took a more detailed look at approximately 1 000 comments submitted to the few pieces of content that were shared on both sides. The qualitative analysis showed that Facebook as a platform does not encourage users to encounter others and their opinions, even though in principle it provides an arena for open debate.

‘The original content may be a neutral piece of news, but the person sharing it sets it against their own opinion. At the same time, those who disagree may be negatively labelled – and the framing steers the debate onwards. This happens equally in groups that are in favour of immigration and against it. Therefore, we do not believe that content recommendation as such can be the solution, but we need new approaches,’ says Salla-Maaria Laaksonen, researcher at the University of Helsinki.

Based on the research carried out in the field, the team have come up with new solutions to alleviate hostile echo chambers.

‘We could create platforms and groups that highlight the importance of listening and reflecting upon the opinions of others. The person expressing an opinion would then be forced to face the readers' emotional reactions. Instead of judging others, people sharing content would have the opportunity to contemplate what they have said and how it affects others,’ Aalto University researcher Matti Nelimarkka explains.

‘One possible factor explaining and intensifying the polarisation of opinions and attacks against other individuals is the circle of silence. It is created when, for example, a person in favour of immigration is afraid to discuss the possible effects that reception centres may have on communities that host them. The debate is bigoted and aggressive on both sides to such an extent that participants are afraid to voice differing opinions,’ says Nelimarkka.

Researchers are also looking into the possibility of using the social relationships of individuals in content recommendation. For example, an algorithm could recommend a discussion in which a relative or a friend is involved. A person sharing hostile or bigoted content would then be exposed to differing perceptions of people they know, and the dispute would no longer take place just between strangers.

‘Our ideas still require further development so that we can guarantee that the recommendation algorithm does inflict any harm to people’s relationships and that the algorithm can recommend mind-opening content regardless of where a person might stand on a given issue,’ Nelimarkka notes.

Research article: https://dl.acm.org/citation.cfm?id=3196764

Read more about research done on echo chambers in social media done at Aalto University:

Conflicting views on social media balanced by an algorithm
http://www.aalto.fi/en/current/news/2017-12-05-012/

2.7 billion tweets confirm: echo chambers in Twitter are very real
http://www.aalto.fi/en/current/news/2018-04-24

More information:
Matti Nelimarkka
Aalto University
[email protected]
tel. +358 50 52 75 920

  • Published:
  • Updated:

Read more news

ınterns
Research & Art, University Published:

Pengxin Wang: The internship was an adventure filled with incredible research, unforgettable experiences, and lifelong friendships.

Pengxin Wang’s AScI internship advanced AI research, fostered global friendships, and inspired his journey toward trustworthy AI solutions.
Radiokatu20_purkutyömaa_Pasila_Laura_Berger
Research & Art Published:

Major grant from the Kone Foundation for modern architecture research - Laura Berger's project equates building loss with biodiversity loss

Aalto University postdoctoral researcher Laura Berger and her team have been awarded a 541 400 euro grant from the Kone Foundation to study the effects of building loss on society and the environment.
Three happy students. Photo: Unto Rautio
Research & Art Published:

14 projects selected for seed funding to boost collaboration between Aalto, KU Leuven, and University of Helsinki

The funded projects lay the groundwork for future joint research endeavors, reinforcing the strategic partnership’s goal to fostering impactful and interdisciplinary collaboration.
Two people, one in a maroon sweater indoors, the other in a white shirt outdoors.
Appointments, Research & Art Published:

Two new assistant professors started at the Department of Electronics and Nanotechnology

Two new assistant professors were appointed in the Department of Electronics and Nanotechnology at Aalto University's School of Electrical Engineering. Read the interview with Kim Kwantae and Paul Verrinder.