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Device, system, and method for classification of cognitive bias in microblogs relative to healthcare-centric evidence

A microblog, healthy technology, applied in the field of microblog server, can solve the problem of not considering the authenticity of the message

Active Publication Date: 2018-11-09
KONINKLJIJKE PHILIPS NV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, conventional methods only focus on sentiment analysis (e.g., identifying sentiment, polarity, and opinion of Weibo messages based on various linguistic features)
Furthermore, conventional methods neither consider the veracity of the message relative to existing evidence nor conventional methods of determining the author's cognitive (versus emotional) bias

Method used

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  • Device, system, and method for classification of cognitive bias in microblogs relative to healthcare-centric evidence
  • Device, system, and method for classification of cognitive bias in microblogs relative to healthcare-centric evidence
  • Device, system, and method for classification of cognitive bias in microblogs relative to healthcare-centric evidence

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Embodiment Construction

[0011] A further understanding of the exemplary embodiments may be obtained with reference to the following description and the associated drawings, wherein like elements are provided with like reference numerals. Exemplary embodiments relate to devices, systems, and methods for classifying cognitive biases of authors of microblogs relative to healthcare-centric evidence. Specifically, a cognitive bias can be an author's specific stance on a health-related topic. Exemplary embodiments are configured to automatically assess cognitive biases in microblogging posts on specific health-related topics of interest to clinicians so that clinicians can tailor advocacy and interventions to match the unique cognitive characteristics of target populations or patients. In this way, clinicians can provide patients with more efficient care.

[0012] As will be described in detail below, the exemplary embodiments enable clinicians to synthesize perceptions in Weibo posts relative to facts an...

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Abstract

A device, system, and method classify a cognitive bias in a microblog relative to healthcare-centric evidence. The method performed at a microblog server includes receiving a selection from a clinician, the selection indicating a health-related topic. The method includes determining evidence data of the health-related topic from validated information sources. The method includes receiving a microblog, the microblog associated with the health-related topic. The method includes determining a cognitive bias of the microblog based on the evidence data.

Description

Background technique [0001] Clinicians may provide health care or health-related information to patients in person or through communications, such as online communications. Even knowing that the clinician is familiar with the medical field of interest, the clinician still refers to outside resources to help determine the appropriate health care or health-related information to provide to the patient. Although medical information is available to clinicians, patients may still agree / disagree with it or believe it agrees / contradicts it with varying degrees of awareness. Therefore, clinicians are required to adjust the health care provided to this patient based on this knowledge. [0002] Due to the increase in microblogging and messaging within social networks, there is a continuous and massive flow of information on high impact topics generated by and available to users. This information has many facets, from personal opinions to organizational news, from subjective propositio...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H10/60G06Q50/00G16H40/67G16H70/60
CPCG16H70/60G16H40/67G16H10/60G16H50/70G16H80/00G06F40/30G06Q50/01
Inventor V·V·达特拉O·F·法里S·S·阿尔哈桑K·李柳俊毅
Owner KONINKLJIJKE PHILIPS NV