In Mental Health Detection Application of Machine Learning Methods

In Mental Health Detection Application of Machine Learning Methods

Registration ID: IJNRD_222098

Published ID: IJNRD2405542

DOI: Click Here to Get

Purba Das

In online social networks (OSNs) based on Machine learning techniques, data sources and feature extraction method this paper presents a critical assessment analysis on mental health detection. By identifying its data analysis method, challenges, comparison and limitations the appropriateness of mental health detection was also investigated. Between 2017 and 2018 through keyword searches articles of this study published major databases. Before the full texts were reviewed the articles were screened based on their titles and abstracts . In accordance with data set the articles were coded ( e.g. , keywords , data sources and geographical locations ) , deep learning or machine learning technique , feature extraction method, classifier performance and method of data analysis . From the total of 2770 , 22 articles were selected for review. Several researchers used text analysis in early detection of mental health problem detection on a new data set removed from different OSNs sources. Using a statistical analysis or machine learning techniques removed data were analysed. Multimethod techniques also applied in several studies.Multimethod techniques have been included distributing questionnaires while requesting for the respondents consent to later access and remove information from OSNs account. In OSNs big data’s are contribute on mental health problem detection. The early detection’s alternative method is presented method for mental health problems rather than using traditional strategies, such as devices and sensors which are time consuming and costly.

Published Paper   E-Certificate

"In Mental Health Detection Application of Machine Learning Methods ", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 5, page no.f391-f397, May-2024, Available :https://ijnrd.org/papers/IJNRD2405542.pdf

Volume 9 Issue 5, May-2024

Pages : f391-f397

Paper Reg. ID: IJNRD_222098

Published Paper Id: IJNRD2405542

Downloads: 000121144

Research Area: Electronics & Communication Engg. 

Country: West Bengal , West Bengal, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2405542.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2405542

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

IJNRD is Scholarly open access journals, Peer-reviewed, and Refereed Journals, High Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) with Open-Access Publications.

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more

How to submit the paper?

Important Dates for Current issue

Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

Last Date for Paper Submission: Till 31-Aug-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: International Peer-reviewed, Refereed, and Open Access Journal.

Subject Category: Research Area