An agent-based model for integrated emotion regulation and contagion in socially affected decision making

Manzoor, Alina; Treur, Jan

doi:10.1016/j.bica.2015.04.005

Cited by 12 publications

(8 citation statements)

References 20 publications

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“…In this way, we can get the data in the system. Fig.7(a) is a comparison of the infection time of our method and the emotion contagion methods of [50] and [51]. It can be seen that our method takes less time to achieve emotion contagion.…”

Section: B the Simulation Of Positive Emotion Contagionmentioning

confidence: 99%

Asymmetric Intimacy Based Positive Emotions Contagion Peer Public Safety Evacuation Behavior

et al. 2020

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Behavioral simulation plays an important role in many scenarios, such as emergency evacuation and public safety. The importance of public security in modern life can be seen in the epidemic outbreak in 2020. In particular, the epidemic can affect people's psychology and emotions and change people's behavior. Therefore, how to effectively improve people's positive emotions in a panic has become an urgent problem. In social relations, most behaviors are produced by peer interaction. To simulate the interactions among peers more realistically, this paper studies the diversity and efficiency of evacuation behaviors from the trust of peers, the strength of social relations and empathy. First, a general framework of peer relationships is constructed based on asymmetric intimacy, including the relationship between intimacy relationship modeling. Then, the problem of the dynamic formation of peer groups is studied by employing the calculation method of asymmetric intimacy. The effect of positive emotion transmission mechanism on peer interaction behaviors is explored through asymmetric intimacy. Finally, the companion behaviors of the peers in several scenarios are simulated. The proposed method is compared with different emotion contagion models and the behavioral simulation models. Experimental results show that the positive emotions contagion of the peer behavior simulation method can concrete the macro group behavior and effectively simulate the peer group in an evacuation. The simulation effects are diverse and efficient.

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Section: B the Simulation Of Positive Emotion Contagionmentioning

confidence: 99%

Asymmetric Intimacy Based Positive Emotions Contagion Peer Public Safety Evacuation Behavior

et al. 2020

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“…Undeniably, there are several studies related to human emotions in HCI which represent different strategies or computational models for affect or emotion regulation e.g., [29][30][31][32][33][34][35]. These also range a large multitude of domains, e.g., sports [36], virtual storytelling [37], games [38] and even therapeutic fields [39].…”

Section: Detecting Emotionsmentioning

confidence: 99%

A User-Centred Well-Being Home for the Elderly

Rodrigues

Pereira

2018

Applied Sciences

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Every single instant a person generates a large amount of information that somehow is lost. This information can assume a large diversity of means, such as an oral word, a sneeze, an increase in heartbeat or even facial expressions. We present a model which promotes the well-being of the elderly in their homes. The general idea behind the model is that every single experience may mean something, and therefore may be recorded, measured and even have adequate responses. There is no device that provides a more natural interaction than a human body and every one of us, sends and receives useful information, which sometimes gets lost. Trends show that the future will be filled with pervasive IoT devices, present in most aspects of human life's. In this we focus on which aspects are more important for the well-being of a person and which devices, technologies and interactions may be used to collect data directly from users and measure their physiological and emotional responses. Even though not all the technologies presented in this article are yet mainstream, they have been evolving very rapidly and evidence makes us believe that the efficiency of this approach will be closely related to their advances.

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“…Although no empiric validation is provided, the model is tested with simulations and mathematical analysis, and it produced interesting emerging patterns identified in psychology literature such as the upward and downward emotion spirals. Further studying the role of emotions in the decision-making process under stressful situations, and with similar concepts to ASCRIBE, an adaptive agent model for affective social decision making is proposed by Manzoor et al in [5] and later extended in [6] to account for emotion regulation and contagion. This model incorporates Hebbian learning principles to adapt the agent's decision-making process, but as found in the experiments conducted, it did not yield significant discrimination in the agent's decisions.…”

Section: Emotion Regulation and Contagionmentioning

confidence: 99%

Emotion estimation in crowds: a survey

Urizar

Barakova

Regazzoni

et al. 2017

8th International Conference of Pattern Recognition Systems (ICPRS 2017)

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Emotions play an important role in human behavior, even more so in large congregations of people where emotional states are prompt to be contaged and amplified. This work presents a qualitative systematic review of the literature concerning the estimation of emotions and affects in real-life crowded environments, covering the aspects of methods and datasets. The academic search engine Scopus was inquired and the search was limited to publications in the English language addressing any of the aforementioned aspects. The aim of this contribution is to highlight advances, limitation and trends in addressing the estimation of emotions in crowds.

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An agent-based model for integrated emotion regulation and contagion in socially affected decision making

Cited by 12 publications

References 20 publications

Asymmetric Intimacy Based Positive Emotions Contagion Peer Public Safety Evacuation Behavior

Asymmetric Intimacy Based Positive Emotions Contagion Peer Public Safety Evacuation Behavior

A User-Centred Well-Being Home for the Elderly

Emotion estimation in crowds: a survey

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