Have you ever tried to search for reviews of web hosting services?
Results typically fall into two categories: A) Anecdotal experiences and
B) Spammers trying to cash in on affiliate programs. It’s nearly
impossible to get an idea of what hosts actually have a good reputation.
Kevin Ohashi, a former moderate of the popular Web Hosting Talk
forum, wants to change that. Ohashi did he master’s thesis on sentiment
analysis, which gave him the idea of using Twitter to determine which
hosts have the most satisfied customers. Thus Review Signal was born.
Ohashi admits that sentiment analysis is an imprecise science. He
says that a 60-70% accuracy rate is really good in sentiment analysis.
But if a user goes to the front page of Review Signal and sees three or
four obviously miscategorized tweets, that discredits the whole site. So
Ohashi is focusing on confidence over completeness. If Review Signal
isn’t extremely confident that it has the correct sentiment of a
particular tweet, or whether the tweet is referring to a specific web
hosting service, that tweet will be thrown out. That means settling for a
smaller sample size, but better credibility. It also means that Amazon
Web Services can’t yet be ranked as a web host because there are too
many inaccurate results, but Ohashi says AWS is a bit of an outlier of a
web host anyway.
He also admits that keeping spammers from gaming the results won’t be
easy. “It’s going to be a constant battle,” he says. “Google fights
that fight every day with SEO.” He spends a lot of time looking at the
tweets that are analyzed and tweaking the algorithms so that bad results
are thrown out and he’ll continue to do so. Also, users can vote on
whether particular reviews are helpful.
And he points out that he has been collecting tweets for a year and a
half so he’ll be able to spot it if a company has a big spike in
positive reviews. He’s already seen one non-malicious case in which a
host had a sudden spike in positive sentiment. It was the hosts
anniversary and many users were posting “happy birthday” messages. He
says that he did adjust the algorithms a little bit to throw out reviews
that were just something along the lines of “happy birthday,”
but he did keep tweets that said something along the lines of “happy
birthday, been a happy customer for years.”
I asked him about whether saw any trends regarding GoDaddy’s outage or any of the bad publicity the company has had over the years. He said he has data from several incidences: the Super Bowl ads, the former CEO’s elephant hunting fiasco, the company’s position on SOPA and the recent DNS outage. Only the recent downtime has had any noticeable impact.
By posting the tweets that are being analyzed on the site he hopes to
bring more transparency to the process of ranking hosts. Ohashi does
have affiliate links on the site, but he says he doesn’t let it
influence the rankings. For example, Linode,
which doesn’t have an affiliate program, is one of the top ranked host
on the site. For now this might be OK, but if the site grows both the
distrust and the temptation (even subconscious) to tweak the algorithms
in favor of affiliates will likely grow — especially since he has to
hand pick the hosts that are ranked. So I’m guessing he’s going to have
to find another business model eventually.
However, he dismisses the idea of selling brand monitoring services —
there are plenty of companies in that market already. He wants to be a
consumer business. He says he’d also like to get into other verticals.
He says he’ll start by adding review of related services, like domain
registrars and e-mail providers. But he’d like to get into other areas,
such as movie and entertainment reviews as well. The key, he says, will
be in getting representative data. Twitter works really well for hosting
reviews, but it won’t work well for all types of products and services.
Another challenge he will face is access to tweets. For now he’s just
using the Twitter search API, but that’s shutting down. As the site
grows he’ll probably need to get access to the firehose, or get access
to search results from someone who does. That will increase his costs.
Challenges aside, it already looks like a huge improvement over the status quo. Let’s hope it stays that way.
Source : http://techcrunch.com/2012/09/25/web-hosting-reviews-are-a-cesspool-review-signal-wants-to-fix-that/
Web Hosting Reviews Are A Cesspool. Review Signal Wants To Fix That
Labels:
analytics,
big data,
review signal,
sentiment analysis,
web hosting
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