This paper is in the following e-collection/theme issue:

Infodemiology and Infoveillance (1565) Machine Learning (2091) Insomnia and Sleep Hygiene (248) Sleep Monitoring, Sleep Quality, Sleep Disorders (272) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1924) Mass Media/Social Media Communication and Campaigns (577) Infoveillance and Social Listening (315) Natural Language Processing (923) Linguistics, Comprehension, and Learning (56)

Published on in Vol 23, No 12 (2021): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27613, first published .
Identifying Insomnia From Social Media Posts: Psycholinguistic Analyses of User Tweets

Identifying Insomnia From Social Media Posts: Psycholinguistic Analyses of User Tweets

Identifying Insomnia From Social Media Posts: Psycholinguistic Analyses of User Tweets

Authors of this article:

Ahmed Shahriar Sakib1 Author Orcid Image ;   Md Saddam Hossain Mukta2 Author Orcid Image ;   Fariha Rowshan Huda1 Author Orcid Image ;   A K M Najmul Islam3 Author Orcid Image ;   Tohedul Islam1 Author Orcid Image ;   Mohammed Eunus Ali4 Author Orcid Image
Article Authors Cited by (20) Tweetations (11) Metrics

Journals

  1. Kim Y. Personality of nonprofit organizations’ Instagram accounts and its relationship with their photos’ characteristics at content and pixel levels. Frontiers in Psychology 2022;13 View
  2. Meyerson W, Fineberg S, Song Y, Faber A, Ash G, Andrade F, Corlett P, Gerstein M, Hoyle R. Estimation of Bedtimes of Reddit Users: Integrated Analysis of Time Stamps and Surveys. JMIR Formative Research 2023;7:e38112 View
  3. Zhang Z, Tang H, Li X, Chen H, Chen X, Liu J, Zhou J, Wang Z, Cao X, Zhou J. The influence of neuroticism on insomnia: The chain mediating effect of mind wandering and symptom rumination. Sleep Medicine 2023;112:197 View
  4. Mukta M, Ahmad J, Zaman A, Islam S. Attention and Meta-Heuristic Based General Self-Efficacy Prediction Model From Multimodal Social Media Dataset. IEEE Access 2024;12:36853 View
  5. Khan A, Ali R. Unraveling minds in the digital era: a review on mapping mental health disorders through machine learning techniques using online social media. Social Network Analysis and Mining 2024;14(1) View
  6. Mukta M, Ahmed J, Raiaan M, Fahad N, Islam M, Imtiaz N, Islam M, Ali M, Azam S. Behavior Based Group Recommendation from Social Media Dataset by Using Deep Learning and Topic Modeling. SN Computer Science 2024;5(6) View
  7. Mukta M, Antu B, Azad N, Abedeen I, Islam N. Analysis of Software Developers' Programming Language Preferences and Community Behavior From Big5 Personality Traits. Software: Practice and Experience 2025;55(3):473 View
  8. Islam M, Rafi M, Podder P, Siddika A, Kabir M, Khan E, Islam N, Mukta S. Irregular sleep pattern identification and analysis from social media dataset using hybrid deep learning based attention mechanism. Data and Information Management 2026;10(1):100104 View

Books/Policy Documents

  1. Zim S, Ashraf F, Iqbal T, Islam M, Polok I, Ahmed L, Rahman M, Mukta M. Proceedings of International Conference on Data Science and Applications. View
  2. Alshammari Q, Akyüz S. Decision Making in Healthcare Systems. View
  3. Allami H, Akyüz S. Decision Making in Healthcare Systems. View
  4. Shao L, Yu G. Big Data and Social Computing. View

Conference Proceedings

  1. Snigdha A, Tasnim S, Miah K, Islam T. Proceedings of the 2nd International Conference on Computing Advancements. Early Prediction of Heart Attack using Machine Learning Algorithms View
  2. Sakib N, Jamil S, Mukta S. 2022 IEEE Region 10 Symposium (TENSYMP). A Novel Approach on Machine Learning based Data Warehousing for Intelligent Healthcare Services View
  3. Raiaan M, Al Mamun A, Islam M, Ali M, Mukta M. 2023 International Conference on Computer, Electrical & Communication Engineering (ICCECE). Envy Prediction from Users’ Photos using Convolutional Neural Networks View
  4. Sakib S, Fahad N, Raiaan M, Rahman M, Al Mamun A, Islam S, Mukta M. 2023 International Conference on Computer, Electrical & Communication Engineering (ICCECE). Predicting Gender from Human or Non-human Social Media Profile Photos by using Transfer Learning View
  5. Chen Y, Pan S, Xia Y, Ren K, Zhang L, Mo Z, Chen J, Zhang M, Li H, Shuai J, Xia Q, Yu R. 2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM). A Conversational Application for Insomnia Treatment: Leveraging the ChatGLM-LoRA Model for Cognitive Behavioral Therapy View
  6. Anny J, Momotaj M, Meem A, Akter S, Bhowmik P. 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE). An Empirical Machine Learning Approach Towards Effective Sleep Disorder Prediction View
  7. Kamruzzaman M, Rahman A, Islam T, Foysal S, Islam T. 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE). Machine Learning Approach to Analyze Factors Affecting Student Mental Health View
  8. Islam T, Tasnim N, Faiza F, Khan A, Hasan N, Salam A. 2024 27th International Conference on Computer and Information Technology (ICCIT). Can We Predict Depression from User’s Food Habit? View