Forums > Living in Kunming > GoKunming feedback... @ASB
I’ve compiled five academic research papers revealing the flaws of down-votes. Findings are summarized in bullet points for easy reading. Literature download link provided via WeTransfer for each.
In case their scientific merits are in question. These academic research papers are conducted/written by a team of postdoctoral scholars in computer science from Stanford University, in collaboration with Cornell University or Max Planck Institute. Their data-driven research via machine learning algorithms is supported and funded by their Stanford Graduate Fellowship and a Google Faculty Research Award, in cooperation with Disqus, Twitter, among many major commenting systems.
Studies such as these hark back to why major social sites across the field in the U.S. and China have abandoned the down-voting system, particularly the type used by our GoK.
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How Community Feedback Shapes User Behavior
we.tl/t-h9NZdGYkPm
- “We find that negative feedback leads to significant behavioral changes that are detrimental to the community”
- down-voting (negative evaluations) can “cause users to post lower quality contents,” or worse comments… and are perceived by the community as such, hence “valued less by others…”
- down-voted victims are more likely to subsequently evaluate their fellow users negatively by down-voting others, “perpetuating a negative feedback loop… a vicious spiral of increasingly negative behavior that is exactly the opposite of the intended effect.”
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Antisocial Behavior in Online Discussion Communities
we.tl/t-3mRYEhCCno
- “Studying the evolution of these users from the moment they join a community up to when they get banned, we find that not only do they write worse than other users over time, but they also become increasingly less tolerated by the community. Further, we discover that antisocial behavior is exacerbated when community feedback is overly harsh.”
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A few bad votes too many?: towards robust ranking in social media
we.tl/t-7jgWgbUTyR
- Susceptibility of down-vote abuse where increasingly, a “small fraction of malicious users are trying to game the system by selectively promoting or demoting content for profit, or fun.”
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Social Influence Bias A Randomized Experiment
we.tl/t-forItRx9wB
- Downsides of early down-voting by result in “snowball effect” of “irrational herding,” a “hive-mind” “mob mentality” of negative reinforcement.
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Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions
we.tl/t-9e6z0eVR5T
- “ignoring bad behavior is an effective way of discouraging it, and one that social network sites might profitably explore. But at the same time, these sites will need a way to step in and actively prevent certain types of behavior when necessary.”... Permanent banning recommended, not negative reinforcing down-voting.
Tomorrowland resident DJ Yves V descends on China
发布者@viscar
My willingness of risking loose stools for chocolate brownies, cheesecakes, and New Zealand ice creams is to be blamed.
I suspect the indigestive culprits were the Turkish doner kebab or the Indian curry, otherwise the buffet isn't shabby. Wyndham Hotel buffet (w/ all-you-can-eat Häagen-Dazs) across from from 南亚 is better, but I digress.
$17 billion Chongqing-Kunming railway nears completion
发布者Chongqing has just been named the fastest growing tourism city in the world:
edition.cnn.com/[...]
Tomorrowland resident DJ Yves V descends on China
发布者I'd advise DJ Yves V to stay away from Wanda Vista's first floor western buffet two hours prior to his gig/set... had two terrible diarrhea cases in the 5 times I've eaten there.
China considering plan to make Xinjiang desert a new California
发布者If in fact this project would draw watercourse away from India or Bangladesh, where many ruralites have ecologically relied on their downstream rivers, it would risk reigniting geopolitical "rock-throwing" tensions... but i'm guessing they've already conducted cost-benefit analysis. Chinese droughts and lack of arable lands have always been a major national concern.
Beijing expected to unveil national park system during Party Congress
发布者This may explain the rumored plan in Dali, Yunnan... all guest houses within 100 meters of Erhai Lake are to be handed over to the government for oversight.