| CPC G06F 16/9035 (2019.01) [G06F 16/25 (2019.01); G06F 18/213 (2023.01); G06F 18/2178 (2023.01); G06F 18/24 (2023.01); G06N 5/048 (2013.01); G06V 10/7784 (2022.01)] | 42 Claims |
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1. A method comprising:
accessing a structured content item from a first database and event data from a second database, the event data including sets of event attributes in a multi-dimensional namespace and associated with a respective point in time, the structured content item including structured content attributes having a common multi-dimensional namespace as the sets of event attributes;
determining a relevancy profile characterizing a metric of relevancy of the structured content item as a function of time and over a respective time interval, the respective time interval based on a future determinable time associated with a calendar entry, the metric of relevancy including a first computed distance in the common multi-dimensional namespace between locations of the structured content attributes associated with the structured content item in the common multi-dimensional namespace and locations of a first one of the sets of event attributes in the common multi-dimensional namespace at a first time prior to the future determinable time associated with the calendar entry, and the metric of relevancy including a second computed distance in the common multi-dimensional namespace between the locations of the structured content attributes associated with the structured content item in the common multi-dimensional namespace and locations of a second one of the sets of event attributes in the common multi-dimensional namespace at a second time prior to the future determinable time associated with the calendar entry, the metric of relevancy varying over time, and the attributes associated with the structured content item including metadata associated with the structured content;
receiving a mechanical turk request characterizing a request for the metric of relevancy of each of a plurality of structured content items over the respective time interval, wherein the plurality of structured content items includes an N-gram dataset indicative and predictive of fitness of an individual, the fitness including a numerical index representing a composite effect of various health conditions of the individual including interdependencies of the health conditions;
converting the mechanical turk request into a mechanical turk project;
receiving mechanical turk project results from at least one member interface characterizing the metric of relevancy of each of the plurality of structured content items over the respective time interval;
generating, using the relevancy profile and the mechanical turk project results, second digital content including a subset of the structured content items, the second digital content generated based at least on a time for when the second digital content is characterized as relevant by the relevancy profile with respect to the future determinable time associated with the calendar entry;
determining when to provide the second digital content including determining a point in time within the respective time interval to provide the second digital content in which the metric of relevancy indicates greater relevancy than other points in time within the respective time interval with respect to the future determinable time associated with the calendar entry; and
providing at least a portion of the second digital content for rendering on a device at the determined point in time within the respective time interval, wherein the determined point in time within the respective time interval is the first time prior to the future determinable time associated with the calendar entry based on the first computed distance in the common multi-dimensional namespace or is the second time prior to the future determinable time associated with the calendar entry based on the second computed distance in the common multi-dimensional namespace.
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