The Recommendation Fairness
  • The recommendation fairness: How to get back the internet of celebrities into the 99 %'s hands
  • The decentralization of users against the internet of celebrities
  • Qualitative and quantitative evaluation of the fairness of user discovery methods
  • Designing a fair user recommendation system
  • The decentralization of users for the internet of subsistence
  • Conclusion
  • Comments for updating
  • Appendix
    • Case study: Fairness of the user discovery methods for Mastodon
    • Experiment: Quantative evaluation of the unfairness of the user discovery methods for Mastodon
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  • 2nd edition
  • References

Comments for updating

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Last updated 5 years ago

2nd edition

In the 2nd edition of this book, the quantative evaluation of the fairness of the user discovery methods for Mastodon and other decentralized social networks is integrated. The chapter explains both the qualitative and quantative evaluations consistently. The case studies and experiment settings, which take up too much space, are put into the appendix in this book.

In this edition, the qualitative evaluation of the fairness of the lists of Mastodon instances is removed. I want to focus the decentralization of users ideology, not the instance-wise decentralization. It is well known that there are too many websites which provide their list of Mastodon instances [1, 2], especially in Japan. Actually the lists of Mastodon instances seem not so nessesary in our post-April fediverse.

Talking about a latest topic, Matodon's the new profile directory [3, 4] is nice. This is federated and fair.

18th September 2019, Hakaba Hitoyo (Vaginaplant)

References

[1] Hakaba Hitoyo, 脱中央集権のためのデザイン: セレブのためのインターネットを99 %の手に取り戻す,

[2] マストドン日本語ウィキ, インスタンスの一覧を提供するウェブサイト,

[3] Gargron, Add profile directory to web UI #11688,

[4] Hakaba Hitoyo, Profile directoryの仕様変更でフェアネス・オープンネスは大幅改善へ,

Qualitative and quantitative evaluation of the fairness of user discovery methods
https://hakabahitoyo.wordpress.com/2017/12/24/decentralization-by-design
https://ja.mstdn.wiki/?curid=1156
https://github.com/tootsuite/mastodon/pull/11688
https://hakabahitoyo.wordpress.com/2019/08/31/profile-directory-is-now-fair-and-open