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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao https://doi.org/10.1...arrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Pro-Active Detection of Content Quality in TurboTax AnswerXchange

Authors: Igor A. Podgorny; Matthew Cannon; Todd Goodyear;

Pro-Active Detection of Content Quality in TurboTax AnswerXchange

Abstract

User satisfaction in social question-and-answer (Q&A) systems depends on the quality of answers typically measured by a proxy metrics of user votes on the answers. We show that user votes in TurboTax AnswerXchange (AXC) can be predicted with reasonable accuracy based on the attributes of the question alone. This provides an opportunity for "pro-active" detection of potentially high or low quality content in real time while the question is still being formulated. As a result, undesirable content can be prevented by instructing the user to re-phrase the question. We can also optimize the AXC answer queue or tweak the AXC point system to generate higher quality answers.

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    popularity
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
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