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Twitter Activity Of Urban And Rural Colleges: A Sentiment Analysis Using The Dialogic Loop
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In: FIU Electronic Theses and Dissertations (2019)
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| 22 |
Chatting Online: An Ethnographic Case Study of Educator Discourse on Social Media
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In: UNLV Theses, Dissertations, Professional Papers, and Capstones (2019)
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| 23 |
A critical investigation of Bell Let’s Talk
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In: Major Papers (2019)
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| 24 |
Course Goals and Feedback Workflows: Examining Instructors' Pedagogy in Professional Communication Service Courses
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In: Theses and Dissertations (2019)
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| 25 |
A Geology of the General Intellect
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In: Electronic Thesis and Dissertation Repository (2019)
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| 26 |
Mobile Technology and Classroom Relationships
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In: Theses and Dissertations--Communication (2019)
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| 27 |
Journalists’ level of knowledge on empirical research and opinion polling: A study of Kenyan journalists
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In: Faculty Publications, College of Journalism & Mass Communications (2019)
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| 28 |
Developing Student Critical Consciousness: Twitter as a Tool to Apply Critical Literacy in the English Classroom
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In: Journal of Media Literacy Education (2019)
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| 29 |
The Impact of a Therapist's Language in Computer-Mediated Communication
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In: Masters Theses & Specialist Projects (2019)
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| 30 |
Personalized Prediction of Suicide Risk for Web-based Intervention
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In: Krishnaprasad Thirunarayan (2019)
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Abstract:
Across the United States, suicide is the second leading cause of death for people aged between 15 and 34, and younger people are more prone to mental health problems, suicidal thoughts, and behaviors. For instance, 80% of patients with Borderline Personality Disorder have suicide-related behaviors, and between 4-9% of them commit suicide. Moreover, the social stigma associated with mental health issues and suicide deter patients from sharing their experiences directly with others. In such a situation, social media that provides a free and open forum for voluntary expression can provide insights into suicide ideation and self-destructive behavior. Reddit is a widely used and highly relevant social-media platform where users subscribe to specific subreddits and share their experiences. The users on the respective subreddits often make use of metaphoric suicidal language with related intentions, while interacting with other like-minded users sharing similar experiences. The Columbia-Suicide Severity Rating Scale (C-SSRS) has been employed by clinicians to measure the level of suicidal risk but has not been adequately personalized for improved prevention and resiliency. In this study, we develop a framework for the prediction of suicidal risk by conducting a user-level analysis supervised by C-SSRS and using medical knowledge bases. This will eventually facilitate a clinician to perform a personalized web-based intervention. Our two-fold approach creates a user-level decision-making mechanism that factors in the linguistic, temporal, homophily-based, metaphorical, and intent-based information from the dialogues of 93K users interacting on r/SuicideWatch and other related subreddits that aid in the characterization of users’ suicidal vulnerability.
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Keyword:
Bioinformatics; Communication; Communication Technology and New Media; Computer Sciences; Databases and Information Systems; Life Sciences; OS and Networks; Physical Sciences and Mathematics; Science and Technology Studies; Social and Behavioral Sciences
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URL: https://works.bepress.com/tk_prasad/112
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| 31 |
Personalized Prediction of Suicide Risk for Web-based Intervention
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In: Amit P. Sheth (2019)
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| 32 |
Budweiser in the 2017 Super Bowl ... : Dialectic Values Advocacy and the Rhetorical Stakeholder ...
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| 33 |
Facebook and WeChat: Chinese International Students' Social Media Usage and How It Influences Their Intercultural Adaptation
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In: Master's Theses (2009 -) (2018)
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| 34 |
BUDWEISER IN THE 2017 SUPER BOWL: DIALECTIC VALUES ADVOCACY AND THE RHETORICAL STAKEHOLDER
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In: Theses and Dissertations--Communication (2018)
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| 35 |
Radio Waves and Curriculum Pathways: Jamaican “At Risk” Learners Construct Media
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In: Journal of Media Literacy Education (2018)
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| 36 |
The Promises, Challenges, and Futures of Media Literacy
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In: Journal of Media Literacy Education (2018)
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| 37 |
Personalized Prediction of Suicide Risk for Web-based Intervention
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In: Kno.e.sis Publications (2018)
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| 38 |
Haul, Parody, Remix: Mobilizing Feminist Rhetorical Criticism With Video
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In: English Publications (2017)
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| 39 |
Effects of DDL technology on genre learning
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In: English Publications (2017)
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| 40 |
A Multimodal Discourse Analysis Exploration of a Crowdfunding Entrepreneurial Pitch.
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In: Conference papers (2017)
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