Social Algorithms for Online Communities: an Analytical Review

Authors

  • Alena Vladimirovna SUVOROVA National Research University Higher School of Economics, St. Petersburg
  • Alina Asylanovna BAKHITOVA National Research University Higher School of Economics, St. Petersburg
  • Anastasiya Dmitrievna KUZNETSOVA National Research University Higher School of Economics, St. Petersburg
  • Pavel Romanovich GULYAEV National Research University Higher School of Economics, St. Petersburg

Keywords:

social algorithms, ratings, recommendation systems, machine learning.

Abstract

Online-communities and social media are important backbone part of information society. In these latter days more and more attention is drawn to the algorithms, which serve, among other things, as a base for the formation of such communities, as well as to their apanage of amplification of the social processes' effects, primarily negative, which lead to gaining inequality and discrimination. This article contains an overview of the classes of social algorithms and their studies. We draw the conclusion concerning the necessity of the algorithmic culture, which is concerned as a component part of the digital literacy. We also provide recommendations for applying the instruments of interpreting the machine learning algorithms in the forming of algorithmic culture.

About authors

Alena Vladimirovna SUVOROVA

National Research University Higher School of Economics, St. Petersburg

Candidate of Physical and Mathematical Sciences , Associate Professor, Computer Science Department, National Research University Higher School of Economics, St. Petersburg

Alina Asylanovna BAKHITOVA

National Research University Higher School of Economics, St. Petersburg

Lecturer, Computer Science Department, National Research University Higher School of Economics, St. Petersburg

Anastasiya Dmitrievna KUZNETSOVA

National Research University Higher School of Economics, St. Petersburg

Lecturer, Computer Science Department, National Research University Higher School of Economics, St. Petersburg

Pavel Romanovich GULYAEV

National Research University Higher School of Economics, St. Petersburg

Lecturer, Computer Science Department, National Research University Higher School of Economics, St. Petersburg

Published

14.10.2019

How to Cite

SUVOROVA , A. V., BAKHITOVA , A. A., KUZNETSOVA, . A. D., & GULYAEV , P. R. (2019). Social Algorithms for Online Communities: an Analytical Review. Information Society, (4-5), 105-112. Retrieved from http://infosoc.iis.ru/article/view/109