User:Vipul/Hatebase

Hatebase is a joint project of the Sentinel Project for Genocide Prevention and Mobiocracy that is described on its website as an "online repository of structured, multilingual, usage-based hate speech". It uses verbal analysis of speech and identifications of hate speech patterns within it to predict potential regional violence. The full source code for the API is available as open source code on Github

History
The introduction of Hatebase was announced on the Sentinel Project blog on March 25, 2013. The initiative is led by Timothy Quinn.

Description
In an article for Foreign Policy, Joshua Keating described Hatebase as follows: "There are two main features to Hatebase. The first is a Wikipedia-like interface which allows users to identify hate speech terms by region and the group they refer to. This could have some value for researchers, but Hatebase's developers are especially excited by the second main feature, which allows users to identify instances when they've heard these terms used." The example of the Rwandan Genocide was cited in that article and also in an article about Hatebase on Maclean's: in the months leading up to the genocide, radio stations attempted to dehumanize Tutsis to Hutus by repeatedly referring to the Tutsis as cockroaches. The regional and multilingual focus of the site was deemed particularly useful for identifying words that could be construed as hate in some languages and contexts but that outsiders would not know of, such as the word "sakkiliya" in Sinhalese (the language in Sri Lanka) used to refer to a Tamil person as 'a very unhygienic or uncultured person'. The challenges that the project was attempting to do a better job of meeting included controlling for the ambient level of casual hate speech in society (such as YouTube comments) and identifying subtly different uses of the same or similar words, one of which connotes hate and the other doesn't.

API
The Application programming interface for Hatebase is available on Github, along with all the source code. Information about the API can also be found at Programmable Web and Mashape.

Reception
The launch of Hatebase was covered in Wired Magazine and the story was picked up and discussed on Slashdot. Hatebase was also covered in Metro News, a Canadian publication. It was also covered in the Canadian weekly Maclean's.

Joshua Keating covered Hatebase in an article for Foreign Policy. A week later, the magazine published a response letter by Gwyneth Sutherlin, a doctoral candidate at the University of Bradford, pointing out potential problems and limitations of the approach used by Hatebase.