opinion formation models

USAGE SUMMARY

The phrase "opinion formation models" is correct and usable in written English.
You can use it in contexts related to social sciences, psychology, or communication studies when discussing how opinions are formed or influenced. Example: "Researchers are exploring various opinion formation models to understand how public perceptions change over time."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

The current studies mainly focus on the control methods for the opinion formation, for example, the informed agents, the improved opinion formation models and the effective initial-node-determination algorithms.

Applied Soft Computing

In opinion formation models, there is a population of agents, each with a (discrete or continuous) opinion value representing its information about a subject (Deffuant et al. 2001; Gandica et al. 2010; Weisbuch 2004; Urbig et al. 2008).

Complex Adaptive Systems Modeling

A second class of non-linear (and non-stationary) opinion formation models considers the case of global interactions, where each agent forms her opinion in period (t+1) by considering (i.e., by compromising with) the opinion of potentially all other agents in period t. in this case, each node's confidence set coincides with the overall population.

Complex & Intelligent Systems

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Section 2 introduces our non-linear and time-variant opinion formation model.

Complex & Intelligent Systems

First, the analytical approach for the three-agent network might benefit from turning the opinion formation model into a continuous-time one.

Complex & Intelligent Systems

However, our approach suggests a more general opinion formation model with a common updating rule for all (non-diagonal and diagonal) entries of the social interaction matrix T t), which are updated according to the pairwise distances of agents' beliefs at any given time instance t.

Complex & Intelligent Systems

To address this problem, an opinion formation framework based on content analysis of social media and sociophysical system modeling is proposed.

Government Information Quarterly

We show that under our model of opinion formation dynamics (that subsumes existing model for opinion dynamics) our recommendation algorithm provably has low polarization effect.

Cornell University

A class of models of opinion formation based on the concept of cellular automata and the theory of social impact is studied, in particular the case when a strong leader and external impact are present.

Physica A: Statistical Mechanics and its Applications

We study the theoretical properties of a boundedly rational model of opinion formation in which individuals aggregate the information they receive from their neighbors by using weights that are a function of neighbors' indegree.

Journal of Economic Behavior & Organization

To some extent, the above model for opinion formation imitates the behavior of agents in real social networks.

Complex Adaptive Systems Modeling

Expert writing Tips

Best practice

In scientific or research contexts, properly cite the "opinion formation model" being used to avoid plagiarism and give credit to the original source.

Common error

Don't assume all "opinion formation models" are equally applicable to every situation. Different models have varying assumptions and limitations, so choose the one that best fits your specific context.

Linguistic Context

The phrase "opinion formation models" functions as a noun phrase, typically serving as the subject or object of a sentence. It refers to frameworks or theoretical constructs used to simulate and understand how opinions are formed and evolve within a population or network. As confirmed by Ludwig, this phrase is grammatically correct and commonly used in academic and scientific contexts.

Expression frequency: Rare

Frequent in

Science

66%

Academia

33%

News & Media

1%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "opinion formation models" is a grammatically correct noun phrase used in academic and scientific contexts. According to Ludwig, this term describes frameworks for simulating how opinions are formed and evolve, with various models addressing different aspects of social influence and cognitive processes. While relatively rare, its usage is consistent within its specific domains. The Ludwig AI confirms that the phrase is valid and suggests that it is well-understood within the academic community. Consider alternatives such as "belief system frameworks" or "attitude development models" to add variety or nuance to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

belief system frameworks

This alternative emphasizes the structure and organization of beliefs rather than the process of their formation.

attitude development models

This alternative focuses on the development of attitudes, which are closely related to opinions but encompass a broader range of evaluations.

cognitive persuasion theories

This alternative highlights the cognitive processes involved in persuasion and opinion change.

social influence frameworks

This alternative broadens the scope to include the various ways social factors impact individual opinions.

persuasion models

This alternative is shorter and it focuses on the act of persuading.

public opinion theories

This option emphasizes the broader context of public opinion, moving away from the individual level.

ideological development models

This alternative relates to the formation of ideologies, representing a more structured and comprehensive belief system.

belief dynamics models

This alternative emphasizes the dynamic, changing nature of beliefs rather than their initial formation.

attitude change theories

This emphasizes the shift or modification of existing attitudes, rather than initial attitude formation.

cognitive consistency theories

This alternative emphasizes the need to maintain consistency between beliefs and attitudes.

FAQs

How are "opinion formation models" used in research?

"Opinion formation models" are used to simulate and analyze how individual or collective opinions evolve, spread, and consolidate within a population or social network. They help researchers understand the underlying mechanisms driving public sentiment and decision-making.

What are some examples of "opinion formation models"?

Examples include the voter model, the bounded confidence model, and the DeGroot model. Each offers a different approach to simulating how opinions change through social interaction and information exchange.

How do "opinion formation models" differ from "persuasion models"?

"Opinion formation models" focus on the overall process of opinion development within a group, while "persuasion models" specifically examine how to change or influence an individual's opinion.

What factors influence the effectiveness of different "opinion formation models"?

Factors such as network structure, individual biases, the strength of social influence, and the availability of information can all affect how accurately an "opinion formation model" predicts real-world outcomes.