PROVIDING CLOUD-BASED HEALTH-RELATED DATA ANALYTICS SERVICES
First Claim
1. A computer-implemented method of providing health-related data analytics services via a web service, comprising:
- crawling, via a web crawler, the Internet to identify a plurality of websites with content related to human health;
obtaining, using text classification, a plurality of words associated with a lifestyle of people and a plurality of words associated with a health outcome in lives of the people;
performing text recognition to determine a frequency at which the plurality of words associated with the lifestyle appear simultaneously with the plurality of words associated with the health outcome in the content of each of the plurality of websites identified by crawling the Internet;
confirming a proposed correlation between the lifestyle and the health outcome in response to the frequency meeting a threshold; and
transmitting the confirmed proposed correlation to a user of the health-related data analytics services via an application program interface, the application program interface configured to allow a provider of the data analytics services to access a portion of the content of the plurality of websites.
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Abstract
A method to provide health-related data analytics services via a web service may include crawling, via a web crawler, the Internet to identify multiple websites with content related to human health. The method may also include obtaining, using text classification, multiple words associated with an occurrence in lives of people and multiple words associated with a health outcome in the lives of the people, performing text recognition to determine a frequency at which the words associated with the occurrence appear simultaneously with the words associated with a health outcome in the content of each of the websites identified by crawling the Internet, and confirming a proposed correlation between the occurrence and the health outcome in response to the frequency meeting a threshold.
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Citations
20 Claims
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1. A computer-implemented method of providing health-related data analytics services via a web service, comprising:
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crawling, via a web crawler, the Internet to identify a plurality of websites with content related to human health; obtaining, using text classification, a plurality of words associated with a lifestyle of people and a plurality of words associated with a health outcome in lives of the people; performing text recognition to determine a frequency at which the plurality of words associated with the lifestyle appear simultaneously with the plurality of words associated with the health outcome in the content of each of the plurality of websites identified by crawling the Internet; confirming a proposed correlation between the lifestyle and the health outcome in response to the frequency meeting a threshold; and transmitting the confirmed proposed correlation to a user of the health-related data analytics services via an application program interface, the application program interface configured to allow a provider of the data analytics services to access a portion of the content of the plurality of websites. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A system comprising:
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memory with instructions stored thereon; a processor communicatively coupled to the memory and configured to, in response to executing the instructions stored on the memory, cause the system to; crawl, via a web crawler, the Internet to identify a plurality of websites with content related to human health; obtain a plurality of words associated with an occurrence in lives of people and a plurality of words associated with a health outcome in the lives of the people; in response to the content of the plurality of websites including one or more narratives, perform language recognition with respect to the narratives to determine a frequency at which the occurrence occurs earlier in time than the health outcome as told by the narratives; confirm a proposed correlation between the occurrence and the health outcome in response to the frequency meeting a threshold; and transmit the confirmed proposed correlation to a user of the health-related data analytics services via an application program interface. - View Dependent Claims (8, 9, 10, 11, 12)
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13. One or more non-transitory computer-readable media that include instructions stored thereon that are executable by one or more processors to perform or control performance of operations to provide health-related data analytics services via a web service, the operations comprising:
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crawling, via a web crawler, the Internet to identify a plurality of websites with content related to human health; obtaining a plurality of words associated with an occurrence in lives of people and a plurality of words associated with a health outcome in the lives of the people; performing text recognition to determine a frequency at which the plurality of words associated with the occurrence appear simultaneously with the plurality of words associated with the health outcome in the content of each of the plurality of websites identified by crawling the Internet; confirming a proposed correlation between the occurrence and the health outcome in response to the frequency meeting a threshold; and transmitting the confirmed proposed correlation to a user of the health-related data analytics services via an application program interface. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20)
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Specification