Grants:IdeaLab/Web of Trust + AI

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Web of Trust + AI
Build a web of trust on top of Wikipedia. There should be different levels. For example, if you know someone personally and can vouch for them this should be the highest level. Penalize not just the violator, but also those that trusted him or her if there is harassment. In addition to this, use machine learning to gauge whether a message or edit is potentially a "hot" word ("bitch", "whore", etc). Use standard machine learning techniques (ROC curves, Factor Analysis / PCA, etc) to achieve ever increasing accuracy in determining whether a comment is harassing. When unsure, use a volunteer to assess. Make the data sets open so that everyone can expand on the techniques used.
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idea creator
Zachaysan
this project needs...
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volunteer
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developer
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designer
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project manager
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community organizer
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researcher
join
endorse
created on19:05, 3 June 2016 (UTC)


Project idea[edit]

What is the problem you're trying to solve?[edit]

I'd like to stop users from getting harassed on the internet.

What is your solution?[edit]

Build a web of trust on top of Wikipedia. There should be different levels. For example, if you know someone personally and can vouch for them this should be the highest level. Penalize not just the violator, but also those that trusted him or her if there is harassment. In addition to this, use machine learning to gauge whether a message or edit is potentially a "hot" word ("bitch", "whore", etc). Use standard machine learning techniques (ROC curves, Factor Analysis / PCA, etc) to achieve ever increasing accuracy in determining whether a comment is harassing. When unsure, use a volunteer to assess. Make the data sets open so that everyone can expand on the techniques used.

Goals[edit]

Get Involved[edit]

About the idea creator[edit]

I'm a Software developer from Canada with experience in Linux based web development and machine learning.

Participants[edit]

Endorsements[edit]

  • There is another idea like this but this one looks more professional. Victorvic1 (talk) 20:55, 13 June 2016 (UTC)

Expand your idea[edit]

Would a grant from the Wikimedia Foundation help make your idea happen? You can expand this idea into a grant proposal.

Expand into a Rapid Grant
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Similar Ideas[edit]

Maybe we should merge this ideas.