Investigating Opinion Dynamics Models in Agent-Based Simulation of Energy Eco-Feedback Programs

12/03/2021
by   Mohammad Zarei, et al.
0

According to research, reducing consumer energy demand through behavioural interventions is an important factor of efforts to reduce greenhouse gas emissions and climate change.On this basis, feedback interventions that make energy consumption and conservation efforts apparent are seen as a feasible method for increasing energy-saving habits. Simulation techniques provide a convenient and cost-effective tool for examining the parameters that may affect the amount of energy saved as a result of such interventions. However, constructing a reliable model that accurately represents real-world processes is a significant issue. Five Opinion Dynamic (OD) models that depict how opinion change occurs among individuals interactions are investigated in this paper, and a Revised OD (ROD) model is suggested to develop more efficient eco-feedback simulation models. The results show that the influence condition and the weight-factor of connected opinions have a substantial impact on the accuracy of simulation outputs when compared to field experiment reports. As a result, ROD has been proposed for eco-feedback program simulations, as it provides the nearest approximation to the field data.

READ FULL TEXT
research
08/13/2022

Opinion Market Model: Stemming Far-Right Opinion Spread using Positive Interventions

Recent years have seen the rise of extremist views in the opinion ecosys...
research
11/24/2020

The Human Effect Requires Affect: Addressing Social-Psychological Factors of Climate Change with Machine Learning

Machine learning has the potential to aid in mitigating the human effect...
research
08/30/2022

Game-theoretical approach for opinion dynamics on social networks

Opinion dynamics on social networks have been received considerable atte...
research
08/07/2023

Quantifying the Impact of Large Language Models on Collective Opinion Dynamics

The process of opinion expression and exchange is a critical component o...
research
07/12/2021

Consensus as a Nash Equilibrium of a stochastic differential game

In this paper a consensus has been constructed in a social network which...
research
01/10/2019

Network generation and evolution based on spatial and opinion dynamics components

In this paper, a model for a spatial network evolution based on a Metrop...
research
05/24/2019

What if Process Predictions are not followed by Good Recommendations? (Technical Report)

Process-aware Recommender systems (PAR systems) are information systems ...

Please sign up or login with your details

Forgot password? Click here to reset