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detect spammer

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Machine-Learning for Spammer Detection in Crowd-Sourcing

Halpin, Harry (W3C/Massachusetts Institute of Technology) | Blanco, Roi (Yahoo! Research)

AAAI ConferencesJul-21-2012

Over a series of evaluation experiments conducted using naive judges recruited and managed via Amazon's Mechanical Turk facility using a task from information retrieval (IR), we show that a SVM shows itself to have a very high accuracy when the machine-learner is trained and tested on a single task and that the method was portable from more complex tasks to simpler tasks, but not vice versa.

complex task, detect spammer, spammer, (16 more...)

AAAI Conferences

Workshops at the Twenty-Sixth AAAI Conference on Artificial Intelligence

Country:

North America > United States > Iowa (0.05)
Europe > Spain > Catalonia > Barcelona Province > Barcelona (0.05)

Technology:

Information Technology > Communications > Social Media > Crowdsourcing (1.00)
Information Technology > Artificial Intelligence > Machine Learning (1.00)

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