RENDERING ADVERTISEMENTS WITH DOCUMENTS HAVING ONE OR MORE TOPICS USING USER TOPIC INTEREST INFORMATION
First Claim
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1. A computer-implemented method comprising:
- a) determining, by a computer system including at least one computer on a network, a topic for each of a plurality of document regions of a document, wherein the plurality of document regions are intrinsic to the document;
b) determining, by the computer system, a topic that a user is interested in, from among the plurality of determined topics, using at least monitored actions of the user with respect to at least one of the regions of the document;
c) adjusting, by the computer system, scores of candidate advertisements using at least the determined topic that the user is interested in, wherein an amount by which the score of a candidate advertisement is adjusted is greater for a first type of monitored action of the user with respect to at least one of the regions of the document than a second type of monitored action of the user with respect to at least one of the regions of the document; and
d) controlling, by the computer system, serving of at least some of the candidate advertisements in association with the document using the adjusted scores of the at least some of the candidate advertisements.
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Abstract
Ambiguities with respect to a user topic interest may be resolved so that useful topic-relevant ads can be presented. Such ambiguities may be resolved by monitoring user behavior, determining a user topic interest (e.g., from a plurality of different candidate topics) based on the monitored behavior, and serving ads relevant to the determined user topic interest.
50 Citations
3 Claims
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1. A computer-implemented method comprising:
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a) determining, by a computer system including at least one computer on a network, a topic for each of a plurality of document regions of a document, wherein the plurality of document regions are intrinsic to the document; b) determining, by the computer system, a topic that a user is interested in, from among the plurality of determined topics, using at least monitored actions of the user with respect to at least one of the regions of the document; c) adjusting, by the computer system, scores of candidate advertisements using at least the determined topic that the user is interested in, wherein an amount by which the score of a candidate advertisement is adjusted is greater for a first type of monitored action of the user with respect to at least one of the regions of the document than a second type of monitored action of the user with respect to at least one of the regions of the document; and d) controlling, by the computer system, serving of at least some of the candidate advertisements in association with the document using the adjusted scores of the at least some of the candidate advertisements.
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2. A computer-implemented method comprising:
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a) monitoring, by a computer system including at least one computer on a network, actions of a user with respect to a document including a plurality of regions associated with a plurality of topics, wherein the plurality of document b) determining, by the computer system, a region of the document that the user is interested in using at least the monitored actions of the user; c) determining, by the computer system, the topic associated with the determined region; d) determining, by the computer system, scores of candidate advertisements using at least the determined topic; and e) controlling, by the computer system, serving of at least some of the candidate advertisements in association with the document using the adjusted scores of the at least some of the candidate advertisements.
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3. Apparatus comprising:
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a) one or more processors; and b) one or more storage devices storing program instructions which, when executed by the one or more processors, cause the one or more processors to perform a method including 1) determining a topic for each of a plurality of document regions of a document, wherein the plurality of document regions are intrinsic to the document, 2) determining a topic that a user is interested in, from among the plurality of determined topics, using at least monitored actions of the user with respect to at least one of the regions of the document, 3) adjusting scores of candidate advertisements using at least the determined topic that the user is interested in, wherein an amount by which the score of a candidate advertisement is adjusted is greater for a first type of monitored action of the user with respect to at least one of the regions of the document than a second type of monitored action of the user with respect to at least one of the regions of the document; and 4) controlling serving of at least some of the candidate advertisements in association with the document using the adjusted scores of the at least some of the candidate advertisements.
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Specification