Can You Spot a Paid Product Review? Researchers Are Getting Better at It
- Posted on December 23, 2011 at 12:10pm by
Liz Klimas
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How do you know if that glowing 5-star user review about the product you‘re researching wasn’t just written by a paid professional? New Scientist reports on a paper in ArXiv, an e-print archive hosted by Cornell University, that has the inside scoop from a former member of China’s “water army” — paid posters that flooded the Internet with product reviews.
Cheng Chen and his colleagues conducted a study to “help distinguish a special group of online users, called hidden paid posters, or termed “Internet water army” in China, from the legitimate ones.” In the paper’s abstract, the researchers write that the water army is paid to “influence the opinion of other people towards certain social events or business markets.”
The researchers evaluated the pattern of online posters, which New Scientist reports includes rules for posting so as not to look suspicious. New Scientist reports that the researchers looked at competing antivirus companies that had been commented about by more than 500 users on the Internet. Of these, the researchers believe that 70 could be from paid posters:
These suspected paid posters had a higher proportion of new comments (as opposed to replies), posted more often but for a shorter period of time, and were more likely to post similar comments several times than posters not suspected of being paid.
Sure enough, when the researchers applied these criteria to comments on a second news site, the suspected paid posters they flagged matched Chen’s subjective classification with a false-positive rate of 1 percent and a false negative rate of 10 percent.
In the paper, the researchers state that while they’ve found clues as to the organizational structure of paid posters, more research should be conducted to improve detection techniques and potentially develop an algorithm for software that could detect paid comments.



















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BetterDays
Posted on December 24, 2011 at 9:44amObama, the fourth greatest president ever, product reviewed by his greatness himself, buy into it now ! But wait there’s more, for a limited time get absolutely free a one way ticket to a FEMA resort of our choice ( your family to be charged shipping and handling fees or they go too ! ) in sunny Fairbanks Alaska. Spend uncountable days with 1.25 million of your fellows milling around confused while thugs beat you and others into compliance with the great ones globalist enslavement strategy ! Don’t like Fairbanks, why quibble we’ve 799 other fully staffed FEMA club Speds well assign you too, located close to your ( soon to be our ) door stoop ! Call now, operators are on duty in Alexandria Virginia, China and India to take your order!
Five stars ! Awesome president and a wonderful vacation from the mundane at FEMA camp beat down ( please don’t beat me again TSA thugs, oh noooooooooooo).
Report Post »Nash65
Posted on December 23, 2011 at 12:57pmmy friend’s step-aunt makes $85 an hour on the laptop. last month her income was $7961 just working on the laptop for a few hours. Follow the instructions at Online Income Solution and set up your account…http://craz.in/WorkAtHome
OhioRifleman
Posted on December 23, 2011 at 1:09pm@ USA Medic
That was funny as hell!
USAMEDIC3008
Posted on December 23, 2011 at 1:29pmHave to admit I did have a grinnn on my face
when I hit the reply button
I can almost see Ohio from my house
Merry Christmas to all and to all a good day.
I’m going to hang a pair of my wifes pantiehose
over the fire place . hope thay get refilled tommrow night
lukerw
Posted on December 23, 2011 at 2:42pm@ERIC…
Report Post »Lol :)
barfield2256
Posted on December 23, 2011 at 8:22pmWhy does the Blaze tolerate this blatant SPAM? I‘ve seen these ’work at home’ messages in what… 20… 30 posts?
PS: MERRY CHRISTMAS EVERYONE!
Report Post »goofyfoot2001
Posted on December 24, 2011 at 6:35amPLEASE BOOT NASH6 for posting this BUULSHIIT
Report Post »burnteye86
Posted on December 24, 2011 at 9:17amreport spam every time you see it. use the button called “REPORT POST”
Report Post »TomFerrari
Posted on December 24, 2011 at 10:31amLOL
Good one!
(Could have done without the link to the popups, though.)
RESTORING LOVE , July 26 27 28 , Dallas, TX
Report Post »http://www.meetup.com/MercuryOneHQ
Do you GBTV?
BlazingBlaze
Posted on December 23, 2011 at 12:54pmOne thing I like about Amazon is they have this “Amazon Verified Purchase” for customer reviews. The paid “reviewer” won’t get this on their review unless they actually bought the product. Now it is possible that the company will pay the reviewer to buy the product and then post the review, it is far less likely to happen.
Also, look at the quantity of 5-star reviews versus 3-star or less. If there are only a few 5-star reivews and dozens of 2-star or 1-star reviews on a product, you have spotted the paid reviewers.
So, spend a little time in the Reviews and look for the patterns. It pays off in the end.
Report Post »Golfendude
Posted on December 23, 2011 at 3:03pmYour are are correct… Do the same here…
Report Post »Segosa
Posted on December 23, 2011 at 3:43pmThese people are smarter than that. You should be too.
Part of being a ‘Paid Product Reviewer’ is to get your reviews into websites like Amazon.com, Newegg.com, and other product sites that require you purchase an item.
The firm you work for purchases the item, you leave the 5 star review of the product, then the firm sell the darn thing on Ebay.com or something like that.
Report Post »Charybdis
Posted on December 23, 2011 at 12:51pm“Obama has improved the economy that was ruined by Bush.”
Report Post »USAMEDIC3008
Posted on December 23, 2011 at 1:01pmChange Bush for progressives and you
Report Post »will be right
WE have been going this way for
over 100 years
Going to take more than someone saying
Yes WE can
Remember,Progressives kill 350,000 and
450,000 babies every year.The rest is just for fun..
1digger
Posted on December 23, 2011 at 1:07pmOnly a liberal like Charybdis could support the monumental economic failures of Obama with his double digit unemployment now at 15.6% http://www.bls.gov/news.release/empsit.t15.htm which is in stark contrast to nearly ‘full employment’ of around 5% under Bush; plus his record 52 months of economic growth. Sorry Charybdis but the economy doesn’t improve with a higher number of unemployed and homeless obama-encampments.
Report Post »OhioRifleman
Posted on December 23, 2011 at 1:08pm“Obama disimproved the economy destroyed by Carter.”
-Fixed for you.
Report Post »IMPEACHBHO
Posted on December 23, 2011 at 2:03pm@CHARYBDIS
Report Post »lol – I guess some didn’t get your joke.
lukerw
Posted on December 23, 2011 at 12:25pmChevy VOLT… Car of the Year!
Report Post »USAMEDIC3008
Posted on December 23, 2011 at 12:54pmWith all the coal fired power
plants closing after the first of the year
(EPA regs) Next years mod. will have 3 options
Hand crank generator for driver & passenger or
50 foot windmill mounted on roof ,or
30 foot trailer covered with solar panties
nuke power station every 50 miles to get wour battery
Report Post »recharged or your panties refilled…
lukerw
Posted on December 23, 2011 at 2:46pmLet’s do… a Product Review… upon Obama… and the Leftist Propaganda!
Report Post »ThePostman
Posted on December 23, 2011 at 12:24pmFirst clue, they rave about the product being “made in China, so you know it’s good quality”.
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