id: 05796890
dt: j
an: 05796890
au: Abernethy, Jacob; Chapelle, Olivier; Castillo, Carlos
ti: Graph regularization methods for Web spam detection.
so: Mach. Learn. 81, No. 2, 207-225 (2010).
py: 2010
pu: Springer, Dordrecht
la: EN
cc: 
ut: adversarial information retrieval; spam detection; Web spam; graph
    regularization
ci: 
li: doi:10.1007/s10994-010-5171-1
ab: Summary: We present an algorithm, witch, that learns to detect spam hosts
    or pages on the Web. Unlike most other approaches, it simultaneously
    exploits the structure of the Web graph as well as page contents and
    features. The method is efficient, scalable, and provides
    state-of-the-art accuracy on a standard Web spam benchmark.
rv: