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Lists of Top Artists to Watch computed algorithmically

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 ABSTRACT

Lists of top artists to watch are periodically published by various art world media publications. These lists are selected editorially and reflect the subjective opinions of their creators. 
We show an application of ranking by momentum method to algorithmically produce lists of artists to watch derived from our platform Articker. We use our algorithms every month to produce a new list of momentum leaders on this http URL. 


The lists of momentum leaders computed this way has the following properties: this http URL is small (because of the small frontier property). this http URL is unbiased — with no bias towards famous artists nor emerging, and yet unknown, artists c It is fair — artists who are not included in the list must be Pareto dominated by at least one member of the momentum leaders list (Pareto frontier) this http URL is objective — it is computed automatically, not editorially selected.

arxiv.org/abs/2112.01321

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Ranking by Momentum based on Pareto ordering of entities

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Who is an Emerging Artist ?

At Articker, we use the following heuristic based on our database: An artist who appeared in their first ever headline in a notable art publication within the last 2 years and whose most recent headline was no more than 3 month ago. Also appeared in at least 7 headlines in total.

Papers


Ranking by Momentum based on Pareto ordering of entities: arxiv.org/abs/2111.13051

Lists of Top Artists to Watch computed algorithmically : arxiv.org/abs/2112.01321

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      ID Artist Nationality Birth Overall-Media Index Gain (last 90 days) % Change in Media-Share
      1 Danielle McKinney American 1981 420.52 292.99 +217%
      2 Alteronce Gumby American 1985 403.86 202.52 +93%
      3 Marina Perez Simão Brazilian 1981 283.64 129.06 +77%
      4 Pacifico Silano American 1986 350.07 533.46 +70%
      5 Zandile Tshabalala South African 1999 364.05 133.89 +52%
      Artist Nationality Birth Overall-Media Index Gain (last 90 days) % Change in Media-Share
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