Literature review - (First iteration)

[sidm92]

Data governance

Currently a list of academic and non-academic articles, and some information pages from product sites (13 September 2023)

[sidm92]

Link list

• https://responsibledata.io/

• https://techcrunch.com/2019/03/10/appen-acquires-figure-eight/

• https://www.wsj.com/podcasts/the-journal/the-hidden-workforce-that-helped-filter-violence-and-abuse-out-of-chatgpt/ffc2427f-bdd8-47b7-9a4b-27e7267cf413

• https://www.404media.co/inside-the-ai-porn-marketplace-where-everything-and-everyone-is-for-sale/

https://www.computerweekly.com/news/252512896/EC-proposes-new-directive-to-improve-gig-economy-work-conditions

https://www.computerweekly.com/news/366546273/AI-interview-Krystal-Kauffman-lead-organiser-Turkopticon

https://foundation.mozilla.org/en/blog/mapeo-helps-marginalized-communities-collect-data-reclaim-land-rights/

https://gdc.cancer.gov/

https://m14intelligence.com/public/index.php/blog/41

https://aapti.in/blog/just-and-equitable-data-labelling/

https://fair.work/wp-content/uploads/sites/17/2021/12/Fairwork-India-Report-2021-accessible.pdf

GIG WORK https://onlinelibrary.wiley.com/doi/epdf/10.1002/hrm.22168

https://www.theverge.com/2023/4/19/23689879/ai-drake-song-google-youtube-fair-use

https://www.washingtonpost.com/world/2023/08/28/scale-ai-remotasks-philippines-artificial-intelligence/

https://restofworld.org/2023/exporter-industry-behind-ai/

https://fiftytwo.in/story/human-touch/

https://www.theverge.com/features/23764584/ai-artificial-intelligence-data-notation-labor-scale-surge-remotasks-openai-chatbots

https://www.nbcnews.com/tech/innovation/openai-chatgpt-ai-jobs-contractors-talk-shadow-workforce-powers-rcna81892

https://time.com/6247678/openai-chatgpt-kenya-workers/

The Curse of Recursion: Training on Generated Data Makes Models Forget https://arxiv.org/abs/2305.17493

Crowd Worker Influence on Subjective Annotations: Tagging Misogynistic Hate Tweets: https://arxiv.org/abs/2309.01288

[dennyabrain]

Have to classify and label next.

[sidm92]

https://scholarspace.manoa.hawaii.edu/server/api/core/bitstreams/7f5b8ab1-505f-4aa2-9b0d-10611496f552/content