Generating trend-based item recommendations
First Claim
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1. A non-transitory computer-readable medium embodying a program executable in a computing device, the program comprising:
- code that identifies a topic of interest from activity on a social network site, wherein the topic of interest is associated with a geographic area;
code that selects a plurality of items related to the topic of interest based at least in part on a correlation of keywords extracted from the activity on the social network site and the geographic area with a catalog of items;
code that generates at least one recommendation to purchase at least one of the plurality of items; and
code that provides the at least one recommendation to purchase the at least one of the plurality of items to a user.
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Abstract
Disclosed are various embodiments for generating recommendations for one or more items related to a topic of interest. In one embodiment, one or more items are identified that are related to one or more topics of ephemeral interest. A subset of the identified items may be selected to recommend to a plurality of users. One or more users may then be sent a notification comprising the recommendations for one or more of the items in the subset.
15 Citations
20 Claims
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1. A non-transitory computer-readable medium embodying a program executable in a computing device, the program comprising:
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code that identifies a topic of interest from activity on a social network site, wherein the topic of interest is associated with a geographic area; code that selects a plurality of items related to the topic of interest based at least in part on a correlation of keywords extracted from the activity on the social network site and the geographic area with a catalog of items; code that generates at least one recommendation to purchase at least one of the plurality of items; and code that provides the at least one recommendation to purchase the at least one of the plurality of items to a user. - View Dependent Claims (2, 3)
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4. A system, comprising:
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at least one computing device; and an application executable in the at least one computing device, the application comprising; logic that identifies a topic of interest from user activity on a network site; logic that identifies a plurality of search terms based at least in part on the topic of interest; logic that determines a plurality of correlations between the plurality of search terms and metadata associated with a plurality of items; logic that selects at least one of a subset of the plurality of items to recommend for purchase, wherein the subset of the plurality of items is based at least in part on the plurality of correlations; and logic that generates at least one recommendation to purchase the at least one of the subset of the plurality of items. - View Dependent Claims (5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A method comprising:
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generating, in a computing device, a first value associated with a topic of interest, wherein the first value represents a level of interest expressed by a plurality of users on a social network site and the first value is based at least in part on a first number of posts related to the topic of interest by the plurality of users to the social network site; generating, in the computing device, a second value associated with the topic of interest, the second value representing the level of interest expressed by the users on the social network site after a predetermined period of time after the generation of the first value and the second value is based at least in part on a second number of posts related to the topic of interest by the plurality of users to the social network site; determining, in the computing device, whether the level of interest associated with the topic of interest is decreasing based at least upon a comparison of the first value with the second value; identifying, in the computing device, a promotion associated with a plurality of items in response to a determination that the level of interest associated with the topic of interest is decreasing; determining, in the computing device, at least one recommendation to purchase the at least one of the plurality of items based at least upon the promotion; and providing, in the computing device, a network page including the at least one recommendation to a user. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification