Skip to content

Foregrounding Artist Opinions: A Survey Study on Transparency, Ownership, and Fairness by Juniper Lovato, Julia Zimmerman, Isabelle Smith, Peter Dodds, Jennifer Karson in AI Generative Art

License

Notifications You must be signed in to change notification settings

juniperlovato/AASP

Repository files navigation

AI Art Survey Paper

Data Processing

Raw Full Corpus CSV Data

-All Survey Data: ai_art_surveydata_anon.csv

Cleaned data

Creating numeric values for strings, one hot encoding financial compensation question, renaming columns, dropping or coding open response text values,

  • survey_AI_Art_Paper_DataCleaning.ipynb

Ordinal Logistic Regression Analysis by Variable Combination Type

  • Ai_Art_Paper_Regressions_3P.ipynb (3point Likert Scale using compressed Likert where disagree and strongly disagree are compressed to disagree, and strongly agree and agree are compressed to just agree, neutral remains the same)

Kruskal-Wallis Test

Categorical variables with Ordinal variables

  • AI_Art_Paper_Categorical_to_Ordinal_Kruskal_Wallis_5P.ipynb

Cochran–Armitage Test

Ordinal variables with Binary variables

  • AI_Art_Paper_Ordinal_to_Binary_Cochran_Armitage_5p.ipynb

About

Foregrounding Artist Opinions: A Survey Study on Transparency, Ownership, and Fairness by Juniper Lovato, Julia Zimmerman, Isabelle Smith, Peter Dodds, Jennifer Karson in AI Generative Art

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published