Analyse Gender Equality + Development per Theme - Githubissues

LiFaytheGoblin / Gender-Equality-in-CS-Publications

Scripts I used for my analysis of gender equality in computer science publications.

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Analyse Gender Equality + Development per Theme #11

Open LiFaytheGoblin opened 5 years ago

LiFaytheGoblin commented 5 years ago

[ ] Chose some themes
[ ] How to detect these themes in a publication? > Find conferences and journals fitting the themes
[ ] For each theme, calculate Gender Equality index (mean, median, mode) (a) in general (b) by year
[ ] For each theme, calculate correlation between year and Gender Equality Index
[ ] For each theme, calculate (mean, median, mode, total) amount of female / male / unknown authors per publication
[ ] Compare themes
[ ] Visualize findings

LiFaytheGoblin commented 5 years ago

Possible Themes:

Signal and Image Processing
Language Processing
Augmented and Virtual Reality
Computer Vision
Web
User Interfaces
Human-Computer Interaction
Games, Gamification and Animation
AI
Testing
Algorithms
Security and Cryptography
Computer, System and Network Architecture (including P2P)
Computer Linguistics
Big Data, Data Science, Machine Learning and Neural Networks
Databases
Cloud Computing
Robotics and Automation
Agile software development
IoT and Wearables
Blockchain
Object-Orientation, Functional Programming and Programming Languages
Quantum and Super Computing
Economy
Education
Biology and Health
Social Benefit and Ethics
Geography
Geometry, Logic and Mathematics