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They actin a manner similar to etoposide, but interact witha different enzyme (DNA topoisomerase-1). Contribution of Panton-Valentineleukocidin in community-associated methicillin-resistant Staphylococcus aureus pathogen-esis. Outside of secure services there is evidence that the mentalhealth needs of gay people Seroquel from india is it safe which extend into mainstream health and social care, are marginalizedor under-acknowledged due to discrimination (Addis et al. These p-values test the effect of former and currentsmoking separately, but interest is really in smoking itself as a factor.

Occasionally, there may be bronchospasm and syncope.Resuscitation facilities must be available. Once appropriate saturationis achieved and FiO2 could be lowered to ?0.4(e.g

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5 thoughts on “Qualification-based Metamoderation for Reputation Management”

  1. Mark – thanks for bringing attention to this issue. Fraud prevention and trust are important factors in reviews, particularly in B2B, where the stakes for a bad software decision are much higher than a bad restaurant choice, and secondly the universe of prospective reviewers is generally smaller, so bad data points can really corrupt the picture.

    I am Founder/ CEO of TrustRadius (www.trustradius), another review site for business software. From day one, we’ve put a great deal of effort into ensuring high content quality. Beyond LinkedIn authentication, and asking people to complete a structured survey, we find that human screening is important. From day one, we’ve had a researcher screen every single review. A couple of scenarios occur which we take great efforts to screen out:

    1) Vendors try to fake reviews. We’ve rejected a number of reviews where vendors create false profiles and try and write positive reviews of their own products, negative reviews of others. Some of them go to great lengths to create fake, but seemingly valid LinkedIn profiles, and it really takes a sharp human eye to spot them. Clearly, they tend to represent extreme viewpoints. If we find out a vendor engages in this activity we reach out to them. In one case, we found out that it was an intern who was summarily reprimanded. In another case, we identified that it was the CEO himself, so we de-listed them.

    2) People attempt to review products, where they are not true, current users – they have may have used a software in the distant past, or just used a trial. Sites that heavily use incentives tend to attract this class of reviewer. We ask about experience levels with products, and also give vendors to raise a concern which we then evaluate. In our history, we’ve only had to remove 2 reviews.

    Beyond fraudulent reviews, we also think it’s really important to ensure that reviews are representative of average sentiment. We do this by ensuring that reviews sourced by vendors represent a minority of opinions, unless a vendor is truly doing universal customer outreach. Most vendors active in driving reviews tend to cherry pick their strongest advocates. While these customers represent valid view points, if they are the only view points present, it’s an issue. Historically we’ve tried to maintain an 80/20 ratio of reviews that we source independently vs. those sourced by vendors.

    Right now, our average ratings are based on a simple average of all approved reviews. We’ve contemplated a weighted model, which factors reviewer trust and/or expertise but felt it might be overly complex for most people to understand, and over-engineered for this point of our development. Each reviewer in our system accumulates a reputation score based upon the richness of their review (questions answered), perceived usefulness by readers, and the # of followers they garner as a result. We have however found that just because someone writes a lot of reviews, does not necessarily mean their expertise in a specific product is greater than someone more specialized who goes deep in one product/ one category.

    I’d be delighted to talk you at any point.

    Vinay Bhagat
    Founder & CEO, TrustRadius
    @vinaybhagat

    1. Great to hear about TrustRadius. It is always rewarding to hear about innovative approaches to reputation management. Many of my clients are interested in exploring reputation management approaches that can improve their service delivery. Depending on their business models and target markets, there are many ways that I have developed with them. I would be really interested in talking to you more about it. Let me know what you have in mind.

  2. Thanks for including us in your article, Marc. You’re right – metamoderation can be an effective approach in weeding out fraudulent and otherwise biased reviews. As we’ve seen at G2 Crowd, it does take a bit of work.

    More than happy to connect + discuss further!

    Cheers,
    Daniel

    (NOTE: I’m a proud employee of G2 Crowd)

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