Argument & Computation

Scope & Guideline

Pioneering Insights in Argumentation and Computational Methods

Introduction

Delve into the academic richness of Argument & Computation with our guidelines, detailing its aims and scope. Our resource identifies emerging and trending topics paving the way for new academic progress. We also provide insights into declining or waning topics, helping you stay informed about changing research landscapes. Evaluate highly cited topics and recent publications within these guidelines to align your work with influential scholarly trends.
LanguageEnglish
ISSN1946-2166
PublisherIOS PRESS
Support Open AccessYes
CountryUnited Kingdom
TypeJournal
Convergefrom 2010 to 2024
AbbreviationARGUM COMPUT / Argum. Comput.
Frequency3 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressNIEUWE HEMWEG 6B, 1013 BG AMSTERDAM, NETHERLANDS

Aims and Scopes

The journal 'Argument & Computation' focuses on the intersection of argumentation theory and computational methods, providing a platform for innovative research that enhances our understanding of argumentation in various contexts. It emphasizes formal models, frameworks, and applications in artificial intelligence, legal reasoning, and ethical considerations.
  1. Formal Argumentation Models:
    The journal publishes research on the development and analysis of formal models of argumentation, exploring various semantics, frameworks, and methodologies for representing and reasoning about arguments.
  2. Computational Approaches to Argumentation:
    This area encompasses studies that apply computational techniques to argumentation, including algorithms for learning argumentation frameworks, analyzing argument strength, and developing AI systems that engage in argumentative dialogue.
  3. Interdisciplinary Applications:
    Research often explores the application of argumentation theory across disciplines, such as law, healthcare, and ethics, fostering collaboration between computer science, philosophy, and social sciences.
  4. Ethics and Argumentation:
    The journal highlights the role of ethical considerations in argumentation, examining how arguments are constructed and evaluated in contexts like healthcare, environmental policy, and AI ethics.
  5. Dialogue and Interaction in Argumentation:
    This focus area includes studies on argumentation in dialogue systems, exploring how agents can engage in persuasive and strategic argumentation to achieve specific goals.
Recent publications in 'Argument & Computation' reveal several emerging themes that reflect the evolving landscape of argumentation research. These trends highlight the journal's responsiveness to contemporary issues and technological advancements.
  1. Ethical Argumentation in AI:
    There is a growing focus on the ethical implications of argumentation in AI systems, exploring how AI-generated arguments can be assessed for quality and moral considerations, which is crucial in the context of increasing reliance on AI in decision-making.
  2. Learning from Argumentation Data:
    The trend of using machine learning techniques to analyze and learn from argumentation data is on the rise, indicating a shift towards data-driven approaches that can enhance the understanding of argument dynamics and effectiveness.
  3. Argumentation in Legal Contexts:
    Research exploring argumentation frameworks within legal reasoning is becoming more prominent, reflecting the need for robust models that can handle complex legal scenarios and improve legal decision-making processes.
  4. Explainable AI and Argumentation:
    There is an increasing interest in the intersection of explainable AI and argumentation, focusing on how argumentation can contribute to transparency and accountability in AI systems, particularly in high-stakes applications.
  5. Community Detection in Argumentation:
    Emerging studies on community detection through argument similarity indicate a trend towards understanding how arguments are formed and perceived within social networks and online debates, highlighting the relevance of argumentation in digital communication.

Declining or Waning

While 'Argument & Computation' continues to thrive in several areas, certain themes have shown a decline in recent publications. This may indicate a shift in research focus or a saturation of specific topics.
  1. Classic Argumentation Schemes:
    Research centered on traditional argumentation schemes has seen a decrease, possibly due to the emergence of more sophisticated models and frameworks that incorporate dynamic and computational elements.
  2. Historical and Philosophical Foundations:
    Although foundational theories remain important, there is less emphasis on purely historical or philosophical discussions of argumentation, as the journal increasingly prioritizes empirical and computational studies.
  3. Generalized Argumentation Frameworks:
    There appears to be a waning interest in generalized frameworks that do not incorporate specific applications or computational methods, as researchers are gravitating towards more specialized and practical implementations.

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