| CPC G06F 9/542 (2013.01) [G06F 16/906 (2019.01); G06F 16/958 (2019.01); G06F 16/9566 (2019.01); G06N 20/00 (2019.01)] | 20 Claims |
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1. A system, comprising:
a computing device comprising a processor and a memory; and
machine-readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least:
receive a plurality of publications from a third party data source based at least in part on a keyword topic, wherein the plurality of publications are individually displayed on a respective web page and include an event associated with the keyword topic;
generate an embedding for at least one of the plurality of publications based at least in part on executing a text embedding service, wherein the embedding comprises a plurality of numeric representations that individually correspond to a unique word;
determine a reference embedding associated with the keyword topic based at least in part on a context profile that provides a particular context of use for the keyword topic, the context profile including a criteria for filtering the plurality of publications related to a context of use for the keyword topic;
classify a subset of the plurality of publications as associated with the keyword topic by generating a similarity score from the embedding of the plurality of publications and the reference embedding associated with the keyword topic;
identify a plurality of organizations included in the subset of the plurality of publications based at least in part on a context of a respective organization included in the subset of the plurality of publications;
generate a list based at least in part on identifying a portion of the plurality of organizations corresponding to an entity name in a database; and
transmit a notification to a client device, wherein the notification includes the entity name from the list and a uniform resource locator for the respective web page associated with the event.
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