Concepedia

Depression Detection and Prevention System by Analysing Tweets

Mrunal Hareshwar Gaikar, Jayesh Chavan, Kunal Indore, Rajashree Shedge

SSRN Electronic Journal · 2019 · 24 citations · 6 references

Open access

Concepts

ComputingComputer ScienceMachine LearningNatural Language ProcessingText AnalyticsAffective State DetectionEmotion RecognitionOpinion MiningSocial MediaSupport Vector MachinesText MiningDepression DetectionEmotion DetectionNaive BayesNaive Bayes ClassificationSupport Vector ClassificationSupport Vector Machine ClassificationText-based Emotion AnalysisText-based Emotion Detection

References

6

Baselines and Bigrams: Simple, Good Sentiment and Topic Classification

Sida Wang, Christopher D. Manning · 2012 · 967 citations

Computing, Computer Science, Computational Linguistics +16

Depression detection using emotion artificial intelligence

M.U. Deshpande, Vignesh Rao · 2017 · 258 citations

Computing, Computer Science, Artificial Intelligence +16

Sentiment Analysis Using Convolutional Neural Network

Xi Ouyang, Pan Zhou, Cheng Hua Li et al. · 2015 · 236 citations

Computing, Computer Science, Machine Learning +14

A content analysis of depression-related tweets

Patricia Cavazos‐Rehg, Melissa J. Krauss, Shaina J. Sowles et al. · Computers in Human Behavior · 2015 · 193 citations · Full text

Social Sciences, Psychiatry, Psychology +11

Suicide detection system based on Twitter

Kasturi Dewi Varathan · 2014 · 42 citations

Social Sciences, Information Systems, Psychiatry +9