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Luận văn thạc sĩ online diagnosis of diabetes with twitter data

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Luận văn thạc sĩ online diagnosis of diabetes with twitter data

sẩ utnrvanj UíriiiỉfeauK85Scholars' MineMasters ThesesStudent Theses and DissertationsSpring 2015Online diagnosis of diabetes with Twitter dataFarheen

Luận văn thạc sĩ online diagnosis of diabetes with twitter data n AllFollow this and additional works at: https://scholarsmine.mst.edu/masters_thesesÒ* Part of the Computer Sciences CommonsDepartment:Recommended Ci

tationAll. Farheen, "Online diagnosis of diabetes with Twitter data' (2015). Masters Theses. 7383.https://scholarsmine.mst edu/masters_theses/7383This Luận văn thạc sĩ online diagnosis of diabetes with twitter data

thesis is brought to you by Scholars’ Mine, a service of the Missouri S&T Library and Learning Resources. This work IS protected by u. s. Copyright L

Luận văn thạc sĩ online diagnosis of diabetes with twitter data

av/. Unauthorized use including reproduction for redistribution requires the permission of the copyright holder. For more information, please contact

sẩ utnrvanj UíriiiỉfeauK85Scholars' MineMasters ThesesStudent Theses and DissertationsSpring 2015Online diagnosis of diabetes with Twitter dataFarheen

Luận văn thạc sĩ online diagnosis of diabetes with twitter data RI UNIVERSITY OF SCIENCE AND TECHNOLOGY In Partial Fulfillment of the Requirements for the DegreeMASTER OF SCIENCE IN INFORMATION SCIENCEAND TECHNOLOG

Y2015Approved byDr. Fiona Ful-Hoon Nah. AdvisorDr. Srlram Chellappan. Co-AdvlsorDr. Keng L. SianDr. Michael Gene HilgersCopyright 2015Farhcen AliAll R Luận văn thạc sĩ online diagnosis of diabetes with twitter data

ights Reservediii ABSTRACTInnovation in technology enables people to communicate, share information and look for their needs by just sitting in rooms

Luận văn thạc sĩ online diagnosis of diabetes with twitter data

and going through some clicks. While social media hits played a very important role in connecting people worldwide, its potential has stretched beyond

sẩ utnrvanj UíriiiỉfeauK85Scholars' MineMasters ThesesStudent Theses and DissertationsSpring 2015Online diagnosis of diabetes with Twitter dataFarheen

Luận văn thạc sĩ online diagnosis of diabetes with twitter data ocial media, it was a surprise when research and innovations have shown that social media could lay a very significant role in the health care sector.

Research has been done in developing models that could use social media as the data source for tracking diseases. Most of these analyses are based on Luận văn thạc sĩ online diagnosis of diabetes with twitter data

models that prioritize strong correlations with seasonal and pandemic kinds of diseases over the health conditions of a specific individual user.The a

Luận văn thạc sĩ online diagnosis of diabetes with twitter data

im of this research is to develop a diabetes detecting tool at the individual level using a sample of Twitter IDs that have been collected from the Tw

sẩ utnrvanj UíriiiỉfeauK85Scholars' MineMasters ThesesStudent Theses and DissertationsSpring 2015Online diagnosis of diabetes with Twitter dataFarheen

Luận văn thạc sĩ online diagnosis of diabetes with twitter data edical settings, this thesis investigates the feasibility of diagnosing and classifying diabetes via machine learning techniques. Naive Bayes and Rand

om Forest classifiers, h was found that more than half (20 30 =» 67%) of the users in the sample mentioned being tested positive for diabetes, about 2 Luận văn thạc sĩ online diagnosis of diabetes with twitter data

7% (8/30) of the users mentioned the symptoms and got involved in diabetes related discussions, but did not mention about being tested positive and re

Luận văn thạc sĩ online diagnosis of diabetes with twitter data

st 4% had no mention of symptoms or diabetes.iv ACKNOWLEDGMENT

sẩ utnrvanj UíriiiỉfeauK85Scholars' MineMasters ThesesStudent Theses and DissertationsSpring 2015Online diagnosis of diabetes with Twitter dataFarheen

sẩ utnrvanj UíriiiỉfeauK85Scholars' MineMasters ThesesStudent Theses and DissertationsSpring 2015Online diagnosis of diabetes with Twitter dataFarheen

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