Concepedia

Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals

Nusrat Jahan Shoumy, Li-Minn Ang, Kah Phooi Seng, D. M. Motiur Rahaman, Tanveer Zia

Journal of Network and Computer Applications · 2019 · 172 citations · 193 references

Open access

Concepts

ComputingData ScienceBig Data AnalyticsPsychophysiologyText AnalyticsAffective ComputingAffective State DetectionEmotion RecognitionMultimodal AnalysisMultimodal CorporaMultimodal InteractionAffective AnalyticsAffective Data MiningEmotion PredictionMultimodal Affective ComputingMultimodal Affective State RecognitionMultimodal Emotion RecognitionMultimodal Emotional Expression

References

193

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

A circumplex model of affect.

James A. Russell · Journal of Personality and Social Psychology · 1980 · 16K citations

Social Sciences, Psychology, Social Psychology +9

Mining and summarizing customer reviews

Minqing Hu, Bing Liu · 2004 · 7.7K citations

Computing, Computer Science, Marketing +17

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

Richard Socher, Alex Perelygin, Jean Y. Wu et al. · 2013 · 6.8K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Constants across cultures in the face and emotion.

Paul Ekman, Wallace V. Friesen · Journal of Personality and Social Psychology · 1971 · 5.4K citations

Social Sciences, Psychology, Social Psychology +17