Author Guidelines

1. Paper Relevance

Future - Educational Innovation and Soft Computing (EISC) publishes high-quality research that explores the integration of soft computing techniques into educational innovation and technology. The journal encourages submissions demonstrating how fuzzy logic, genetic programming, neural networks, and other soft computing methods can optimize educational environments, enhance learning outcomes, and provide innovative solutions to educational challenges.

Submissions should focus on practical applications of soft computing in dynamic teaching resource allocation, intelligent adaptive learning, educational game design, and interventions for students with learning difficulties. Manuscripts must demonstrate empirical validation, real-world applicability, and contributions to advancing educational technologies and pedagogical approaches using soft computing.

2. Scope of Topics

The journal welcomes research on a broad range of topics, including but not limited to:

  • Fuzzy reasoning and learning optimization in intelligent education systems
  • Practical applications of genetic programming in educational game design
  • Research on the dynamic allocation of classroom teaching resources using artificial immune algorithms
  • Analysis and intervention of behaviors in students with learning difficulties based on fuzzy neural networks
  • Practical cases of soft computing technologies in intelligent adaptive learning environments
  • Innovation and evaluation of soft computing integration models in the field of educational technology
  • Research progress in the multidisciplinary applications of soft computing methods in education

3. Criteria for Judging Papers

Manuscripts are evaluated based on the following criteria:

  • Originality: Presenting novel methodologies, approaches, or applications of soft computing techniques in education.
  • Significance and Relevance: Addressing contemporary challenges in education, focusing on the practical impact of soft computing on optimizing learning environments and educational systems.
  • Technical Soundness: Ensuring the scientific rigor and robustness of proposed methods, models, or algorithms.
  • Practical Applicability: Highlighting real-world relevance, demonstrating how soft computing can be effectively integrated into educational practices and technologies.
  • Quality of Presentation: Well-organized, clearly written manuscripts adhering to academic standards, including proper citation practices.

Manuscripts that do not meet these standards may be subject to revision or rejection.

4. Expectations for Paper Content

Manuscripts should meet the following expectations:

  • Clear Motivation and Objectives: Define the problem addressed, its significance, and contributions to the fields of educational innovation and soft computing.
  • Novelty and Superiority: Highlight the novel contributions of the research compared to existing literature, showing how it advances the state of the art in soft computing applications.
  • Empirical Evidence and Practical Relevance: Provide experimental results, case studies, or empirical evidence demonstrating the effectiveness and scalability of the proposed methods.
  • Interdisciplinary Insights: Integrate perspectives from education, computer science, and soft computing techniques to contribute to both educational theory and technological innovation.
  • Sustainability and Scalability: Address the long-term sustainability and scalability of the proposed solutions in educational systems.

5. Paper Types

The journal accepts the following paper types:

  • Theoretical and Methodological Papers: Proposing new theoretical models, frameworks, or methodologies for applying soft computing techniques to educational problems.
  • Experimental Papers: Presenting experimental research on soft computing applications in education, including detailed methodology, results, and interpretations.
  • Case Studies and Application Reports: Highlighting real-world applications of soft computing methods in educational environments, including challenges encountered, solutions implemented, and outcomes.
  • Review Papers: Comprehensive reviews analyzing trends, challenges, and future research directions in soft computing and education.

6. Manuscript Specifications

Manuscripts must adhere to the following specifications:

  • Length and Format: Manuscripts should be concise yet comprehensive. While there is no strict page limit, submissions must maintain clarity, focus, and relevance, adhering to the journal’s quality standards and formatting requirements.
  • Template Compliance: Authors must use the official journal template, including sections for title, abstract, keywords, introduction, literature review, methodology, results, discussion, conclusion, and references.
  • Abstract and Keywords: Include an abstract of 150–250 words summarizing the study's objectives, methods, results, and significance. Provide exactly 5 keywords for indexing and discoverability.
  • Figures and Tables: Submit high-quality figures and tables, clearly labeled and cited within the text. Figures should have a minimum resolution of 300 dpi.
  • Equations and Notations: Use standard mathematical notation, clearly defining all symbols and variables. Number equations sequentially for reference.
  • References: Use APA 6th Edition citation style. References should be formatted with in-text citations and listed alphabetically in the reference section, adhering to APA standards.
    • Example:
      In-text citation: (Smith, 2020)
      Reference list: Smith, J. (2020). Title of the book or article. Journal Name, 34(2), 123–134. https://doi.org/xx.xxx/yyyy
  • Supplementary Materials: Authors are encouraged to include additional datasets, multimedia files, or appendices to enhance the understanding of their research.
  • Ethical Statements: For research involving human participants or educational institutions, provide ethical approval and compliance details as applicable.

7. Authorship and Submission Policies

  • Authorship Criteria: Authors must meet the journal’s authorship criteria, making substantial intellectual contributions and taking responsibility for the work’s integrity.
  • Ethical Compliance: Submissions must comply with the journal’s policies on plagiarism, prior publication, and simultaneous submissions. Disclose any overlapping content and describe enhancements made in the current submission.

8. Submission Instructions

Prepare your manuscript according to the provided guidelines and submit electronically via the journal’s submission portal. For assistance, contact the editorial team at eisc@fupress.org.