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Concurrent

Applied Machine Learning, Text Analysis & Society

Fri, Oct 30, 8:45 AM - 10:15 AM

4 Abstracts

Beyond Screen Time: Emotional Content Exposure, Sleep Disruption, and Depressive Symptoms in Young Adults

Social media; mental health; young adults; emotion; text anlaysis

Words that Win: A Novel Analysis of Effective Emotional and Structural Patterns in Women’s Rights Petitions

Digital Activism Women’s Rights Linguistic Analysis Change.org Sentiment Analysis Gender Text Processing

The Influence of Early Education on Women in STEM

Haley Neuhausen (University of South Florida)

STEM education women in STEM STEM education

Machine Learning using Tax Information: Improving Entity Classification in IRS Form 1041

Sudeshna Roy (Internal Revenue Service)

Machine Learning Classification Tax Return Data Entity Type Classification (Trusts and Estates)Form 1041 Data Statistics of Income (SOI)Supervised Learning Data Quality Improvement Tax Policy Research

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