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Agent Based Simulation of Group Emotions Evolution and Strategy Intervention in Extreme Events

Bo Li, Duoyong Sun, Shuquan Guo, Zihan Lin
2014 Discrete Dynamics in Nature and Society  
This paper also provides an effective method of how to use agent-based simulation for the study of complex collective behavior evolution problem in extreme incidents, emergency, and security study domains  ...  The group emotions evolution, information diffusion, and collective behavior selection make extreme incidents studies a complex system problem, which requires new methods for incidents management and strategy  ...  Agent based Simulation/Modeling (ABS/ABM) provides an effective way to understand the complicated system evolution problem [11, 12] .  ... 
doi:10.1155/2014/464190 fatcat:lmtlqxojjjhrbcieewjlrj25wa

A Social Bonds Integration Approach for Crowd Panic Simulation

Imene Bouderbal, Abdenour Amamra
2019 Proceedings of the 2019 Federated Conference on Computer Science and Information Systems  
In this paper, we integrate a social structure to the crowd mobility model for the purpose of investigating the influence of social bonds on collective behavior during panic.  ...  A macroscopic crowd panic model based on social science theories was integrated as an internal module to the microscopic mobility model.  ...  It also analyzes the behavior patterns at a group level. An example of works based on this approach can be found in [7] , where the authors describe an individual behavior model for agents.  ... 
doi:10.15439/2019f35 dblp:conf/fedcsis/BouderbalA19 fatcat:3ak22ke4ynchhd43hcxdsctmt4

Evolutionary Mechanism of Frangibility in Social Consensus System Based on Negative Emotions Spread

Yao-feng Zhang, Hong-ye Duan, Zhi-lin Geng
2017 Complexity  
The simulation results show that the low-frequency negative emotions spread is better than the high-frequency one for reducing the frangibility of social consensus system.  ...  To study the social consensus system under the spread of negative emotions, the nonlinear emergence model of frangibility of social consensus system is established based on Multiagent method, and effects  ...  According to the above analysis, we proposed a Multiagent simulation model for frangibility evolution in social consensus system.  ... 
doi:10.1155/2017/4037049 fatcat:vgu74ndosff5pnqbamvyftedq4

The Energetic Dimension of Emotions: An Evolution-Based Computer Simulation with General Implications

Luc Ciompi, Martin Baatz
2008 Biological Theory  
Viewed from an evolutionary standpoint, emotions can be understood as situation-specific patterns of energy consumption related to behaviors that have been selected by evolution for their survival value  ...  In the present article, the energy linked with emotions is investigated by a strictly energy-based simulation of the evolution of simple autonomous agents provided with random cognitive and motor capacities  ...  An Evolution-Energetic Model of Simulation The model consists of a population of energy-driven autonomous agents with elementary capacities for perception and movement, regulated by gene-like programs,  ... 
doi:10.1162/biot.2008.3.1.42 fatcat:lnvycn2fd5erddrljbzmkp56py

Perception of emotions from crowd dynamics

M.W. Baig, Mirza Sulman Baig, V. Bastani, E.I. Barakova, L. Marcenaro, C. S. Regazzoni, M. Rauterberg
2015 2015 IEEE International Conference on Digital Signal Processing (DSP)  
This paper introduces the evolution of methods for crowd emotion perception based on bio-inspired probabilistic models.  ...  The emotions have been perceived both in an offline and online manner from the crowd. We focus on the perception of emotion from crowd behavior and dynamics.  ...  CROWD EMOTION RECOGNITION Crowd emotion detection algorithm based on behaviors is presented [15] . The evolution of this algorithm is based on the following steps.  ... 
doi:10.1109/icdsp.2015.7251966 dblp:conf/icdsp/BaigBBBMRR15 fatcat:lg3lzr7oybdelahfzpog2dnd4a

Effect of Emotional Feedback in a Decision-Making System for an Autonomous Agent [chapter]

Javier Guerrero Rázuri, David Sundgren, Rahim Rahmani, Aron Larsson
2014 Lecture Notes in Computer Science  
In light of this remark, recent research tries to understand the requirements and design options that imply providing an autonomous agent with means for detecting emotions.  ...  If we think about of exporting this model to machines, it is possible that they become capable to evolve emotionally according to such models and would take part in the society more or less cooperatively  ...  Acknowledgments The authors greatly appreciate the financial support provided by the institution VINNOVA -Swedish Governmental Agency for Innovation Systems through the ICT project "The Next Generation  ... 
doi:10.1007/978-3-319-12027-0_49 fatcat:thf4uayrdnaxzafqsje3ruu2em

Enhancing the Behavior of Agents in Social Simulations with Emotions and Social Relations [chapter]

Mathieu Bourgais, Patrick Taillandier, Laurent Vercouter
2018 Lecture Notes in Computer Science  
In this paper, we present a formalism to represent cognition, social relations and emotions, which is integrated in an agent architecture to give a dynamic emotional behavior to social agents.  ...  However, developing such a behavior is often too complex for people with little knowledge in programming.  ...  The main goal is to provide a formalism for the creation of emotions through cognition and for the evolution of social relations according to an agent's mental state and to integrate it in an agent architecture  ... 
doi:10.1007/978-3-319-91587-6_7 fatcat:fubf3fxzqbdxtg5ri4l5ytxwxu

Bio-inspired probabilistic model for crowd emotion detection

Mirza Waqar Baig, Emilia I. Barakova, Lucio Marcenaro, Carlo S. Regazzoni, Matthias Rauterberg
2014 2014 International Joint Conference on Neural Networks (IJCNN)  
The emotions are recognized by the expectation of temporal occurrences of causal events modeled by Gaussian mixture model. The model has been evaluated using the simulated behavioral model of a crowd.  ...  The proposed algorithm involves the probabilistic signal processing modelling techniques for analysis of different types of behavior, interaction detection and estimation of emotions.  ...  behavioral simulation model for simulating crowd behavior.  ... 
doi:10.1109/ijcnn.2014.6889964 dblp:conf/ijcnn/BaigBMRR14 fatcat:37w5obkecnbwvgiiunol6z4pba

Synthesizing bots emotional behaviors through fuzzy cognitive processes

Giovanni Acampora, Fabio Ferraguto, Vincenzo Loia
2010 Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games  
Our work tries to improve current bots' human-likeness by introducing an abstract collection of artificial components capable of synthetizing cognitive processes that usually allow intelligent natural  ...  entities to take autonomous decisions by dynamically analyzing environmental stimuli, emotions, personality and physical conditions.  ...  by the Emotional Model in order to define the most accurate bots behavior.  ... 
doi:10.1109/itw.2010.5593338 dblp:conf/cig/AcamporaFL10 fatcat:w7lqxbu56bap3apk6he35eknym

A Novel Model for the Evolution of Online Public Opinion Based on Fuzzy Cellular Automata Rules in Directed World Networks

Tao Chen, Jie Lin
2013 Applied Mathematics & Information Sciences  
Simulation results also indicate that the model can better fit with the public opinion evolution laws.  ...  from other netizens, was designed for the evolution of online public opinion.  ...  We also wish to thank the reviewers for their very useful comments and suggestions.  ... 
doi:10.12785/amis/070625 fatcat:kvmm2zakl5atfc2bozwxbhqjbi

From Fertilized Eggs to Complex Organisms: Models of Biological Pattern Formation [chapter]

Hans Meinhardt
1999 Lecture Notes in Computer Science  
of Mobile Robot Behaviors for Action-Based Environment Modeling p. 271 On the Dynamics of Robot Exploration Learning p. 279 Artificial Autonomy in the Natural World: Building a Robot Predator p.  ...  289 Behavior Adaptation on Behavior-Based Controller for Brachiation Robot p. 294 Wet Artificial Brains: Towards the Chemical Control of Robot Motion by Reaction-Diffusion and Excitable Media  ... 
doi:10.1007/3-540-48304-7_1 fatcat:uwmpy5iuyfbgtixvtio5xozebu

An emotional model for swarm robotics

Angel Gil, Eduardo Puerto, Jose Aguilar, Eladio Dapena
2019 CLEI Electronic Journal  
This paper proposes an emotional model for the robots, to allow emerging behaviors.  ...  The emotional model uses four universal emotions: anger, disgust, sadness, and joy, assigned to each robot based on the level of satisfaction of its basic needs.  ...  In [29] , an emotional model for robots based on human personality factors is proposed.  ... 
doi:10.19153/cleiej.22.3.6 fatcat:ji5pjtt3jze2hj6jyn27laym2y

The Foundations to Build a Virtual Human Society [chapter]

Daniel Thalmann
2001 Lecture Notes in Computer Science  
To achieve our goal and create Virtual Human societies, we try to extend the concepts we have developed for crowd simulations to encompass more autonomy at the level of individuals.  ...  The simulation of the dynamics of human societies is not an easy task, and we propose a bottom-up approach, which consists in defining the human entity as a single, autonomous and independent entity (called  ...  Therefore, the behavioral model of an actor needs to be versatile enough to allow a change of behavior, the emotional state of the actor must be reflected and must affect its behavior, the interpersonal  ... 
doi:10.1007/3-540-44812-8_1 fatcat:wzoscwgg4fcjxo625s53u6smfm

A Computational Model of Emotions for the Simulation of Human Emotional Dynamics in Emergency Situations

Mouna Belhaj, Fahem Kebair, Lamjed Ben Said
2014 Journal of clean energy technologies  
In this context, we intend to model human emotional dynamics and to study their effect on individual and collective behaviors during emergency situations.  ...  Thus, we provide first a modeling of the disaster space in a rescue simulation context. Then, we propose a computational model of the generated human emotions, basing on the emergency environment.  ...  Indeed, collective emotions may appear through emotional contagion mechanisms. Empathetic emotions and behaviors may be modeled thus to enhance the realism of human behavior simulations.  ... 
doi:10.7763/ijcte.2014.v6.867 fatcat:pc3vshvz4nhdhb4hdjt3zl5wji

Digitalization of management: collective behavior modeling on the base of cellular emotional automate

Vladimir Meshkov, Natalia Kochkovaya, Irina Usova, Liudmila Stolyar, D. Rudoy, A. Olshevskaya, V. Kankhva
2020 E3S Web of Conferences  
The possibility of using the standard rules for cellular automate in modeling the emotional behavior of collectives is shown.  ...  Collective models are built on the basis of the «cellular emotional automate» proposed by the authors.  ...  This approach to modeling the emotional behavior of collectives uses superrouting -signal focusing.  ... 
doi:10.1051/e3sconf/202021002002 fatcat:qialq3qnmjebxiv3d3ydrsutwm
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