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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Volume 10 | Issue 5
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 108
Article Submitted : 14817
Article Published : 6690
Total Authors : 17871
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Total Countries : 120
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| Paper Title: | Anxiety And depression Posts In Reddit Social Media |
| Authors Name: | Dr. Anita Harsoor , Kavita Siddgonda |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_181343
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| Published Paper Id: | IJRTI2009001 |
| Published In: | Volume 5 Issue 9, September-2020 |
| DOI: | http://doi.one/10.1729/Journal.24378 |
| Abstract: | Depression is known to be the biggest contributor to global illness, and a significant cause of suicide. In this paper, our study's main purpose is to review posts from Reddit users to identify any factors that may expose the depression attitudes of local online users. NLP is a field in machine learning with the ability of a computer to understand, analyze, manipulate, and potentially generate human language. Here we used sentiment analysis. Instead of constructing all resources from scratch, NLTK does have all that NLP tasks. The proposed framework is developed by using Logistic Regression, Support Vector Machine, Random Forest, Adaptive Boosting and Multilayer Perceptron classifier. Logistic Regression (LR) is a linear classification approach used to estimate the probability occurrence of binary response based on one or more predictors and features. We used the clustering techniques k-mean to Cluster user data, and provide the user with accuracy stress levels. Using clustering of k-means, we developed four |
| Keywords: | Natural language processing, Reddit social media, Stress level prediction, Artificial intelligence, Anxiety. |
| Cite Article: | "Anxiety And depression Posts In Reddit Social Media ", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.5, Issue 9, page no.1 - 6, September-2020, Available :http://www.ijrti.org/papers/IJRTI2009001.pdf |
| Downloads: | 000204828 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2009001
Registration ID:181343
Published In: Volume 5 Issue 9, September-2020
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.24378
Page No: 1 - 6 Country: Kalburagi, karnataka, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2009001 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2009001 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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