Method and apparatus for automatic information filtering using URL hierarchical structure and automatic word weight learning

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United States of America Patent

PATENT NO 6976070
SERIAL NO

09503757

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Abstract

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Disclosed method and apparatus for automatic information filtering are capable of improving both precision and recall and accurately judging inappropriateness of the content even for a page that contains very few or no text information and only displays images, by utilizing an upper level URL of a URL given in a hierarchical structure. Also, disclosed method and apparatus for automatic information filtering are capable of setting weights of words easily and accurately and judging inappropriateness of the information by utilizing these weights, by using an automatic learning based on a linear discrimination function that can discriminate the inappropriate information and the appropriate information on a vector space.

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Patent Owner(s)

Patent OwnerAddress
KDD CORPORATIONTOKYO

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hashimoto, Kazuo Fujimi, JP 140 3536
Hoashi, Keiichirou Tokyo, JP 2 46
Inoue, Naomi Tokyo, JP 13 128

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