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Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective

Chen Zhu, Hengshu Zhu, Yong Ge, Enhong Chen, Qi Liu
2014 2014 IEEE International Conference on Data Mining  
A critical challenge is how to model emotions with respect to time spans. To this end, we propose a time-aware topic modeling perspective for solving this problem.  ...  Specifically, we first develop a model named emotion-Topic over Time (eToT), in which we represent the topics of news as a Beta distribution over time and a multinomial distribution over emotions.  ...  Then, we explain the details of our time-aware topic modeling solutions, namely eToT and eDTM, for analyzing social emotion. A.  ... 
doi:10.1109/icdm.2014.121 dblp:conf/icdm/ZhuZGCL14 fatcat:ot45j6si3jg65pmcjo6ouoitri

Tracking the evolution of crisis processes and mental health on social media during the COVID-19 pandemic [article]

Antonela Tommasel, Daniela Godoy, Juan Manuel Rodriguez
2020 arXiv   pre-print
The analysis was combined with a study of the temporal prevalence of mental health conversations across the time span.  ...  This study aims at examining the stages of crisis response and recovery as a sociological problem by operationalizing a well-known model of crisis stages in terms of a psycho-linguistic analysis.  ...  Protestors against the expropriation of a company. June 22nd. A plan for restricting the lock-down is announced. Almost 50k confirmed cases.  ... 
arXiv:2011.11024v1 fatcat:3pv3ladet5bjbmhkn3i7esra3q

Emotions ontology for collaborative modelling and learning of emotional responses

Rosa Gil, Jordi Virgili-Gomá, Roberto García, Cindy Mason
2015 Computers in Human Behavior  
Emotions-aware applications are getting a lot of attention as a way to improve the user experience, and also thanks to increasingly affordable Brain-Computer Interfaces (BCI).  ...  The ontology has been applied in the context of EmoCS, a project that collaboratively collects emotion common sense and models it using the EmotionsOnto and other ontologies.  ...  Acknowledgements This work has been partially supported by the research project InDAGuS (Spanish Government TIN2012-37826-C02) Infrastructures for Sustainable Open Government Data with Geospatial Features  ... 
doi:10.1016/j.chb.2014.11.100 fatcat:v6ftsaknujao3hirikwqofo4hu

Group emotions: the social and cognitive functions of emotions in argumentation

Claire Polo, Kristine Lund, Christian Plantin, Gerald P. Niccolai
2016 International Journal of Computer-Supported Collaborative Learning  
Bringing together argumentation studies and research on collaborative learning, we employ a linguistic perspective in order to specify the social and cognitive functions of emotions in argumentation.  ...  This paper presents a multi-dimensional and multi-level model of the role of emotions in argumentation, inspired from a multidisciplinary literature review and extensive previous empirical work on an international  ...  Acknowledgments The authors are grateful to the Aslan (ANR-10-LABX-0081) of Université de Lyon, for its financial support within the program « Investissements d'Avenir » (ANR-11-IDEX-0007) of the French  ... 
doi:10.1007/s11412-016-9232-8 fatcat:efjegaxifvduvou67hczuhxnvq

Research on the Construction of Emergency Network Public Opinion Emotional Dictionary Based on Emotional Feature Extraction Algorithm

Fang Hui
2022 Frontiers in Psychology  
a domain emotion dictionary.  ...  trains the word vector through the word2vec model in deep learning, expands the emotion words, and obtains the candidate emotion words according to the semantic similarity calculation, So as to generate  ...  On the other hand, it can track the evolution trend and law of themes and emotions in different stages, which is helpful for emergency management departments to have a more comprehensive understanding  ... 
doi:10.3389/fpsyg.2022.857769 pmid:35529545 pmcid:PMC9072777 fatcat:flsnyg2zsbgdvnbfjugjqctcza

Emotions [article]

Ana María Rojo López
2022 Zenodo  
Cognitive Translation Studies (CTIS) have built a model of translation and interpreting that integrates emotional phenomena inasmuch as cognitive events (Rojo López 2019).  ...  The nature of each component and how they interrelate is a common source of contention among researchers, pointing to insurmountable difficulties to reach a consensus definition of emotion.  ...  Introduction Emotions have a long history, deeply rooted in human evolution.  ... 
doi:10.5281/zenodo.6366920 fatcat:i6cgz7vcjbbivf67af4yi6wqua

Unconscious Emotions in Media Content [chapter]

Huang-Ming Chang, Leonid Ivonin, Matthias Rauterberg
2016 Handbook of Digital Games and Entertainment Technologies  
From the evolution-based perspective, the activation of basic emotional systems is to some extent independent of conscious awareness of the current situation.  ...  This model was originally inspired by one of the evolution-based perspective theories -the basic emotion theory.  ... 
doi:10.1007/978-981-4560-50-4_41 fatcat:mn75zf7jpzgn7mjnqahbbnizj4

Unconscious Emotions in Media Content [chapter]

Huang-Ming Chang, Leonid Ivonin, Matthias Rauterberg
2015 Handbook of Digital Games and Entertainment Technologies  
From the evolution-based perspective, the activation of basic emotional systems is to some extent independent of conscious awareness of the current situation.  ...  This model was originally inspired by one of the evolution-based perspective theories -the basic emotion theory.  ... 
doi:10.1007/978-981-4560-52-8_41-1 fatcat:aiqvne5v35gy7jap6kyh4cpity

Levels of Emotional Awareness: Theory and Measurement of a Socio-Emotional Skill

Richard D. Lane, Ryan Smith
2021 Journal of Intelligence  
The LEAS is a reliable and valid measure of emotional awareness.  ...  the Levels of Emotional Awareness Scale (LEAS).  ...  Acknowledgments: The authors gratefully acknowledge Karen Weihs, M.D. for very helpful comments on a previous draft.  ... 
doi:10.3390/jintelligence9030042 fatcat:bqhng3bjhbcmrda5ob4o4pvnti

Twitter, time and emotions

Eric Mayor, Lucas M. Bietti
2021 Royal Society Open Science  
We discuss the implications of our findings from the perspective of the literature on emotions and well-being.  ...  not always, and there is often a correspondence in the shape of circadian and circaseptan patterns, and finally (iii) that circadian and circaseptan patterns obtained from the coding of emotional expression  ...  Social media provides researchers with the unprecedented opportunity to track, almost in real time, changes in expressed emotions on a large scale over time and space.  ... 
doi:10.1098/rsos.201900 pmid:34084541 pmcid:PMC8150047 fatcat:lb2w5ar3brf6vmzfiituv2yqwa

Emotional Contagion: Research on the Influencing Factors of Social Media Users' Negative Emotional Communication During the COVID-19 Pandemic

Dan Lu, Dian Hong
2022 Frontiers in Psychology  
This study explores the factors influencing the negative emotions' communication among social media users during the COVID-19 epidemic from the perspective of emotion contagion theory to discover the psychological  ...  This study aims to raise public awareness of negative emotions and promote the reconstruction and recovery of public mental health in the epidemic era.  ...  evolution of the event, which is a common situation where emotions act as a driving force in solving social problems.  ... 
doi:10.3389/fpsyg.2022.931835 pmid:35911046 pmcid:PMC9337870 doaj:7f8928d8815b419bb1a3d4e21beef3c5 fatcat:bp2idz6xrjg4xlztdtvarmzgiu

The role of social cognition in emotion

Andreas Olsson, Kevin N. Ochsner
2008 Trends in Cognitive Sciences  
Acknowledgements This work was supported by grants MH076137 from NIH and DA022541 from NIDA, and a Margaret and Herman Sokol Postdoctoral Fellowship (AO).  ...  Consider a social interaction that unfolds over time.  ...  of others' emotionally relevant of a learning model to a shock.  ... 
doi:10.1016/j.tics.2007.11.010 pmid:18178513 fatcat:pq6w4ew6xrgwve7c33htovh2ly

Emotion Elicits the Social Sharing of Emotion: Theory and Empirical Review

Bernard Rimé
2009 Emotion Review  
First, I question the plausibility of a developmental shift away from social interdependency in emotion regulation.  ...  Second, I show that there are multiple reasons for emotional experiences in adults to elicit a process of social sharing of emotion, and I review the supporting evidence.  ...  Figure 2 . 2 A model of the temporal evolution of emotional memories. Figure 3 . 3 Interpersonal dynamic of the social sharing of emotion.  ... 
doi:10.1177/1754073908097189 fatcat:wedymctsd5gi7bk7yi6unvaslu

Connecting minds and sharing emotions through mimicry: A neurocognitive model of emotional contagion

Eliska Prochazkova, Mariska E. Kret
2017 Neuroscience and Biobehavioral Reviews  
The current review puts forward a new Neurocognitive Model of Emotional Contagion (NMEC), demonstrating how basic automatic mimicry can give rise to emotional contagion.  ...  Despite a growing body of literature on its phenomenology, the function and underlying mechanisms of mimicry remain poorly understood.  ...  Smith for providing critical feedback on the text.  ... 
doi:10.1016/j.neubiorev.2017.05.013 pmid:28506927 fatcat:eiwtay7rqndsjeijxotctdvrkm

Monitoring People's Emotions and Symptoms from Arabic Tweets during the COVID-19 Pandemic

Ali Al-Laith, Mamdouh Alenezi
2021 Information  
We present a monitoring system of citizens' concerns using emotion detection in Twitter data. We also track public emotions and link these emotions with COVID-19 symptoms.  ...  Citizens have gone through a wide range of emotions, such as fear of shortage of food, anger at the performance of governments and health authorities in facing the virus, sadness over the deaths of friends  ...  Conflicts of Interest: The authors declare that they have no conflicts of interest to report regarding the present study.  ... 
doi:10.3390/info12020086 fatcat:p74ajrqszzczhoricba37ztdxa
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