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US-9223557-B1 · Dec 29, 2015 · US
US8996622B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-8996622-B2 |
| Application number | US-24173108-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 30, 2008 |
| Priority date | Sep 30, 2008 |
| Publication date | Mar 31, 2015 |
| Grant date | Mar 31, 2015 |
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Disclosed are methods and apparatus for detecting spam hosts. In one embodiment, one or more graphs are generated using data obtained from a query log, where the one or more graphs include at least one of an anticlick graph or a view graph. Values of one or more syntactic features of the one or more graphs are ascertained. Values of one or more semantic features of the one or more graphs are determined by propagating categories from a web directory among nodes in each of the one or more graphs. Spam hosts are then detected based upon the values of the syntactic features and the semantic features.
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What is claimed is: 1. A method, comprising: generating by a network device one or more graphs using data obtained from a query log, the one or more graphs including an anticlick graph, wherein the anticlick graph represents information pertaining to documents in previously provided search results that, according to the data obtained from the query log, have not been clicked by a user that submitted a corresponding search query and does not represent information pertaining to docu…
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