USER MODELING AND USER-ADAPTED INTERACTION

Scope & Guideline

Exploring Adaptive Interactions for Enhanced Learning

Introduction

Welcome to your portal for understanding USER MODELING AND USER-ADAPTED INTERACTION, featuring guidelines for its aims and scope. Our guidelines cover trending and emerging topics, identifying the forefront of research. Additionally, we track declining topics, offering insights into areas experiencing reduced scholarly attention. Key highlights include highly cited topics and recently published papers, curated within these guidelines to assist you in navigating influential academic dialogues.
LanguageEnglish
ISSN0924-1868
PublisherSPRINGER
Support Open AccessNo
CountryNetherlands
TypeJournal
Convergefrom 1991 to 2024
AbbreviationUSER MODEL USER-ADAP / User Model. User-Adapt. Interact.
Frequency5 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressVAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS

Aims and Scopes

The journal 'USER MODELING AND USER-ADAPTED INTERACTION' focuses on the intersection of user modeling and adaptive systems, emphasizing how personalized interactions can enhance user experience in various domains. It encompasses a broad range of methodologies and applications, reflecting the multidisciplinary nature of user interaction research.
  1. User Modeling Techniques:
    The journal explores various user modeling techniques, including data-driven approaches, machine learning, and psychological modeling, to understand user preferences, behaviors, and needs.
  2. Adaptive Systems:
    Research on adaptive systems that respond to user context, preferences, and interactions is central. This includes adaptive user interfaces, recommender systems, and personalized learning environments.
  3. Human-Robot Interaction:
    The journal highlights studies on human-robot interaction, focusing on how personalization and user feedback can enhance communication and cooperation between humans and robots.
  4. Conversational Interfaces:
    A significant focus is on conversational recommender systems, investigating how dialogue and interaction can be tailored to improve user engagement and satisfaction.
  5. Evaluation and User Experience:
    The journal emphasizes the importance of evaluating user experience and the effectiveness of adaptive systems, often employing empirical studies to assess user satisfaction and engagement.
The journal has seen a rise in research themes that reflect current technological advancements and societal needs. These emerging scopes indicate a dynamic landscape in user modeling and user-adapted interaction, showcasing innovative approaches and applications.
  1. Neuro-Symbolic Approaches:
    Emerging research is focusing on neuro-symbolic methods in recommender systems, combining neural networks with symbolic reasoning to enhance knowledge representation and user understanding.
  2. Emotion-Adaptive Systems:
    There is a growing trend towards developing systems that can adapt based on users' emotional states, incorporating emotional intelligence into user interactions for personalized experiences.
  3. Federated Learning and Privacy Preservation:
    Recent publications indicate an increasing interest in federated learning techniques that allow for collaborative filtering while preserving user privacy, addressing growing concerns about data security.
  4. Context-Aware Recommendations:
    The trend towards context-aware recommendation systems is strong, with a focus on integrating contextual information such as time, location, and user activity to enhance personalization.
  5. Explainability in AI Systems:
    Research on explainable AI and the justification of recommendations is gaining momentum, reflecting the need for transparency and trust in automated systems.

Declining or Waning

While the journal maintains a robust focus on user modeling and adaptive interactions, certain themes have seen a decline in prominence over recent years. These waning scopes may reflect shifting research interests or advancements in technology that render previous methodologies less relevant.
  1. Traditional Recommender Systems:
    Research on traditional collaborative filtering and content-based recommendation methods has decreased as newer, more sophisticated approaches like graph-based and deep learning methods gain traction.
  2. Static User Profiles:
    The use of static user profiles for personalization is becoming less common, as dynamic and context-aware models are preferred for better adaptability to changing user needs.
  3. Generic User Interfaces:
    There is a noticeable decline in studies focused on generic user interface designs, with a shift towards more adaptive and personalized interface solutions that cater to individual user preferences.
  4. Basic User Feedback Mechanisms:
    Research focusing solely on simple feedback mechanisms, such as thumbs up/down or star ratings, appears to be less frequent, with an increasing emphasis on nuanced and context-rich user feedback.

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