Concepedia

Depression detection from social network data using machine learning techniques

Md. Rafiqul Islam, Muhammad Ashad Kabir, Ashir Ahmed, Abu Raihan Mostofa Kamal, Hua Wang, Anwaar Ulhaq

Health Information Science and Systems · 2018 · 463 citations · 31 references

Concepts

ComputingComputer SciencePsychiatryData MiningMachine LearningSocial Media AnalyticsDepressionDepressive DisordersEmotion RecognitionMental HealthSocial Network AnalysisSocial Network MiningDepression DetectionDepression ScreeningDepression Symptom PredictionDepression SymptomatologyMachine Learning ClassificationSocial Network LearningSocial Network Structure

References

31

Lecture Notes in Computer Science 1205

Industrial Robot the international journal of robotics research and application · 1999 · 38.7K citations

Computing, Computer Science, Programming Languages +2

The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods

Yla Tausczik, James W. Pennebaker · Journal of Language and Social Psychology · 2009 · 5.8K citations

Language Studies, Linguistics, Psychology +7

Predicting Depression via Social Media

Munmun De Choudhury, Michael Gamon, Scott Counts et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2021 · 1.6K citations · Full text

Social Sciences, Psychiatry, Psychology +17

Predicting tie strength with social media

Éric Gilbert, Karrie Karahalios · 2009 · 1.4K citations

Social Sciences, Communication, Interpersonal Relationships +15

Detecting depression and mental illness on social media: an integrative review

Sharath Chandra Guntuku, David B. Yaden, Margaret L. Kern et al. · Current Opinion in Behavioral Sciences · 2017 · 716 citations

Social Sciences, Psychiatry, Psychology +16