Digital Inclusion: Social Determinant of Health

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Presentation at the first Philippine Youth Internet Governance Forum (Southville International School and Colleges) and Philippine Internet Society, 26 Nov 2021.

Internet

Merchant RA et al. doi.org/10.1371/journal.pone.0215476
Can we predict individuals’ medical diagnoses
from language posted on social media?
Can we identify speci
fi
c markers of disease
from social media posts?
SOCIAL MEDIA
+
EMR

Merchant RA et al. doi.org/10.1371/journal.pone.0215476

Facebook alone

Demographics alone

Demographics and Facebook
Medical Condition
Prediction Strength
Merchant RA et al. doi.org/10.1371/journal.pone.0215476
Diabetes!!

All 21 medical condition categories were
predictable from Facebook language
beyond chance.
Medical Condition
Prediction Strength
Merchant RA et al. doi.org/10.1371/journal.pone.0215476
18 categories better predicted by
demographics + Facebook language vs
demographics.
10 categories better predicted by
Facebook language vs demographics.

Privacy
Informed Consent
Data Ownership
Merchant RA et al. doi.org/10.1371/journal.pone.0215476

Digital Inclusion: Social Determinant of Health

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The presentation of the talk "Solid Pods Vs Personal Knowledge Graphs: Similarities and Differences" that was given by the PhD researcher Eleni Ilkou, in the 2nd Solid Symposium. Abstract: Solid Pods and Personal Knowledge Graphs are pioneering constructs within the Semantic Web community, each offering unique avenues for empowering individuals in the digital realm. Solid Pods stand as decentralized bastions of data control which grant users unprecedented authority over their digital presence, ensuring ownership, privacy and portability of personal data. Personal Knowledge Graphs infuse personal data and activity with contextual relevance, facilitating the synthesis and discovery of knowledge. This presentation aims to briefly reflect on the main similarities and differences among the Solid Pods and Personal Knowledge Graphs.

2nd Solid Symposium: Solid Pods vs Personal Knowledge Graphs

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Digital Inclusion: Social Determinant of Health

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13. Merchant RA et al. doi.org/10.1371/journal.pone.0215476 Can we predict individuals’ medical diagnoses from language posted on social media? Can we identify speci fi c markers of disease from social media posts? SOCIAL MEDIA + EMR

14. Merchant RA et al. doi.org/10.1371/journal.pone.0215476

15. Facebook alone Demographics alone Demographics and Facebook Medical Condition Prediction Strength Merchant RA et al. doi.org/10.1371/journal.pone.0215476 Diabetes!!

16. All 21 medical condition categories were predictable from Facebook language beyond chance. Medical Condition Prediction Strength Merchant RA et al. doi.org/10.1371/journal.pone.0215476 18 categories better predicted by demographics + Facebook language vs demographics. 10 categories better predicted by Facebook language vs demographics.

17. Merchant RA et al. doi.org/10.1371/journal.pone.0215476

18. Merchant RA et al. doi.org/10.1371/journal.pone.0215476

19. Merchant RA et al. doi.org/10.1371/journal.pone.0215476

20. Privacy Informed Consent Data Ownership Merchant RA et al. doi.org/10.1371/journal.pone.0215476

Digital Inclusion: Social Determinant of Health

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