发明名称 Systems and methods providing recommendation data
摘要 Computer applications may generate event data based on a large volume of different types of record data. Described herein are systems, methods and devices for providing website recommendations using the event data. In one example, using the event data, a computing node generates the website recommendations within a designated amount of time after the generation of the record data.
申请公布号 US9361379(B1) 申请公布日期 2016.06.07
申请号 US201314040615 申请日期 2013.09.27
申请人 Amazon Technologies, Inc. 发明人 Siddiqui Muhammad Ali;Davis Melissa Elaine;Kaufmann Miles Childs;Keller Thomas Lowell;Swensen Gregory Richard;Vance Amos Dylan
分类号 G06F7/00;G06F17/30 主分类号 G06F7/00
代理机构 Lindauer Law, PLLC 代理人 Lindauer Law, PLLC
主权项 1. A system comprising: generating, by a producer node, record data comprising recorded information, the recorded information including: unique identifier data comprising unique identifiers associated with a plurality of users; andweb browsing data comprising information about web browsing history associated with the unique identifiers, wherein the producer node comprises one or more first computing devices, the one or more first computing devices comprising one or more first hardware processors and one or more first memory devices communicatively coupled to the one or more first hardware processors; accessing, by a processing system node, the record data, wherein the processing system node is communicatively coupled to the producer node, the processing system node comprising one or more second computing devices, the one or more second computing devices comprising one or more second hardware processors and one or more second memory devices communicatively coupled to the one or more second hardware processors; generating, by the processing system node, parsed data by transforming the record data, the parsed data being generated within a designated time period after the generation of the record data; generating, by the processing system node, event data by transforming the parsed data; providing, by the processing system node, the event data to a classifying system node, wherein the classifying system node is communicatively coupled to the processing system node and the producer node, the classifying system node comprising one or more third computing devices, the one or more third computing devices comprising one or more third hardware processors and one or more third memory devices communicatively coupled to the one or more third hardware processors; generating, by a crawling system node, crawled data using an index, the crawled data comprising additional event data including information about web pages in addition to web pages identified from the web browsing history associated with the unique identifiers, wherein the crawling system node is communicatively coupled to the classifying system node, the crawling system node comprising one or more fourth computing devices, the one or more fourth computing devices comprising one or more fourth hardware processors and one or more fourth memory devices communicatively coupled to the one or more fourth hardware processors; providing, by the crawling system node, the crawled data to the classifying system node; accessing, by the classifying system node, association data comprising data about thresholds and recommended web addresses from the browsing history associated with the unique identifiers and the crawled data including web pages in addition to web pages identified from the web browsing history associated with the unique identifiers; generating, by the classifying system node, recommendation data using the event data, the crawled data, and the associated data, the recommendation data comprising at least one unique identifier associated with at least one recommended web address; providing, by the classifying system node, the recommendation data to the producer node; and providing, by the producer node, the recommendation data to a computing device configured to access the at least one recommended web address using the recommendation data.
地址 Reno NV US