It also could be applied to article recommendations. That is just a hypothetical example, but the technology opens the door to those kinds of features. For instance, if a reader leaves a lot of comments on posts about Afghanistan, Iraq, and Hillary Clinton, they could get a Foreign Policy badge. JuLiA could help to feature the best comments or to award specific badges. It recently started awarding readers badges. The Huffington Post very much sees itself as a social news network, and its success is tied to engaging its readers in a variety of ways, from leaving comments to sharing posts across the Web via Twitter and Facebook. “I am very confident that we are going to find all kinds of ways to apply it,” says Hippeau. Not only can it detect abusive language or hate speech, but it can also help find commenters who may be topic experts.īeyond comment moderation and making sure readers behave themselves on the site, the underlying semantic analysis technology can help bubble up the best contributions from readers. This is an ongoing process so that the system continually gets better and better. Humans manually tag a few hundred comments, which then get fed into the semantic analysis engine and applied across every comment. JuLiA uses “supervised machine learning,” according to Revesz, to flag inappropriate comments, spam, and abusive language. “We will honor the contracts, but very likely will not renew them,” says Hippeau, who doesn’t want to be in the business of licensing technology to other news sites and services. They might have to start looking for other solutions. Other companies that license Adaptive Semantic’s technology for online comment moderation include CNN, Newsweek, and Disqus. It makes moderation hyper-efficient.” With close to 3 million comments a month, the only way to moderate them is through automation tools (as well as a corp of about 30 professional human moderators). “In this case, the technology has implications for our content. “Technology is very critical to us,” says CEO Eric Hippeau. Adaptive Semantic’s two co-founders, Elena Haliczer and Jeff Revesz, will join Huffington Post to oversee its social news and community technology R&D. Prior to the acquisition, the Huffington Post was already Adaptive Semantic’s largest and only outside investor, buying a 20 percent stake in April, 2009. The two-person startup provides a semantic analysis engine (aka JuLiA) already used by the Huffington Post to help moderate the 100,000 comments published on the blog every day. The Huffington Post has acquired its first company in a small cash deal, and it is not another blog or media site, but a pure technology startup called Adaptive Semantics.
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