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Sam Bill
Works at AppJmp
Lives in San Francisco, CA
581 followers|8,947 views
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Sam Bill

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Plongee Total Diving - Montreal Scuba - National Geographic dive center and PADI Career Development Center (CDC) in Montreal, Canada. Scuba diving courses, dive gear and dive trips. Contact us! Bouti...
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Sam Bill

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Do you save eaves in the bank on Empire Avenue? If so, do you have a set amount for how much you save each day? (e.g. 25,000e a day)
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Sam Bill

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Bully Hunting with Project Harmony. The Project Harmony Bully Sensor is a sentiment analysis service which scores submitted text for similarity to bullying material we have collected online. This serv...
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The Project Harmony extension has been updated again. The only function is still the bully sensor but it has been improved significantly:
- senses inflammatory / bullying content on Facebook, Google+,Twitter, and YouTube
- allows for submission of bully content from any page, just select the text and click the flame icon
- options page enables you to turn the sensor and submission by selection on or off for each site covered
- notifies you when updates are available

Our biggest challenge at this point is reducing false positives where something benevolent is flagged as malicious. This is primarily because the training set we use to build our sentiment model contains some long blog posts which contain large swaths of content that should not be labeled as bullying (mixed between other content that should).

The data we have been seeing from our testing is much more appropriate as people tend to talk in short statements on the content we are running the sensor on.

The best way to assist us in improving this modeling is to install the extension and join us in bully hunting, ie searching through the covered sites for bullies and browsing their posts.

When the sensor is active on a site like Facebook, all of the content from posts and comments is stored anonymously on our server along with scores generated by the current model. This data is then reviewed and, as appropriate, used to improve the accuracy of our model.

Thanks for your help!
The BullyFilter is a very early beta release from Beacon Initiative. It's intended to help us build better software to recognize hate speech and to help beta testers catch hate speech on the web p...
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Sam Bill

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Have him in circles
581 people
Linda McHugh's profile photo
Mike Jackson's profile photo
Ross Quintana's profile photo
Dream Car driver's profile photo
Aan Rizdan's profile photo
薛仁杰's profile photo
Imlahi Abdo's profile photo
Krishnendu Dutta's profile photo
Bapak Rifai's profile photo
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