Author Guidelines

ISCSITR - International Journal of Data Science (ISCSITR-IJDS) welcomes original research articles, review papers, technical reports, and case studies from researchers, academicians, and industry professionals. Authors are encouraged to follow the guidelines outlined below to ensure a smooth submission and publication process.

Manuscript Preparation

1. Format and Structure

  • Language: Manuscripts should be written in clear, concise English.

  • File Format: Submit manuscripts in Microsoft Word (.doc or .docx) format.

  • Page Layout:

    • Paper size: A4 (8.27 x 11.69 inches)

    • Margins: 1-inch (top, bottom, left, right)

    • Font: Times New Roman, size 12

    • Line spacing: 1.5

    • Alignment: Justified

2. Manuscript Structure

Ensure that the manuscript is structured as follows:

  • Title Page:

    • Title of the paper (should be concise and descriptive).

    • Names of all authors (in order of contribution).

    • Affiliation of each author (institution name, city, country).

    • Corresponding author’s name and email address.

  • Abstract:

    • A brief summary (150–250 words) of the research, including the objectives, methodology, results, and conclusion.

    • Include 4–6 relevant keywords.

  • Introduction:

    • Provide the background and objectives of the study.

    • State the problem being addressed and its significance.

  • Methodology:

    • Clearly describe the methods and procedures used in the research.

    • Include details on data collection, analysis, and tools used.

    • Outline any machine learning models or statistical techniques applied.

  • Results:

    • Present findings with appropriate tables, graphs, and figures.

    • Provide performance metrics for data models (e.g., accuracy, precision, recall, F1 score).

    • Avoid repeating information already shown in tables/figures in the text.

  • Discussion:

    • Interpret the results and explain their significance.

    • Compare with existing research and highlight any new insights.

    • Discuss any limitations and potential improvements.

  • Conclusion:

    • Summarize the key findings and their implications.

    • State any limitations and potential future research directions.

  • References:

    • Follow the APA citation style.

    • Include all references cited in the text in alphabetical order.

    • Ensure that references are accurate and complete.

3. Figures and Tables

  • Number all figures and tables sequentially.

  • Provide a descriptive caption for each figure and table.

  • Ensure that figures are of high resolution (300 dpi or higher).

  • Tables should be editable (not images) and properly aligned.

4. Data and Code Availability

  • Authors are encouraged to make data and code used in their research publicly available.

  • If applicable, provide a link to the dataset or code repository in the manuscript.

  • State any data confidentiality or ethical limitations.

5. Mathematical and Statistical Notation

  • Use standard mathematical notation for formulas and equations.

  • Define all variables and terms upon first use.

  • Statistical significance and confidence intervals should be clearly stated.

Submission Process

1. Manuscript Submission:

  • Submit your manuscript via email to iscsitr@gmail.com.

  • In the email subject line, mention "ISCSITR-IJDS Manuscript Submission – [Your Paper Title]".

2. Review Process:

  • All submitted manuscripts will undergo a double-blind peer-review process.

  • Authors will receive reviewer comments and may be required to make revisions.

  • The review process typically takes 4 to 6 weeks.

3. Acceptance and Publication:

  • Upon acceptance, authors will receive an official acceptance letter.

  • Accepted papers will be published online in the next available issue.

Publication Ethics

  • Manuscripts must be original and not under consideration by any other journal.

  • Authors should disclose any conflicts of interest.

  • Plagiarism, data fabrication, and duplicate submissions are strictly prohibited.

  • All authors should have made significant contributions to the research.

Copyright and Licensing

  • By submitting the manuscript, authors grant ISCSITR-IJDS the right to publish the paper under an open-access model.

  • Authors retain copyright to their work, which will be published under a Creative Commons Attribution License (CC BY).

Open Access Policy

  • All articles published in ISCSITR-IJDS are freely available online without any subscription or access fees.

  • Readers are allowed to download, share, and distribute published content, provided proper credit is given to the authors.

Contact Information

???? For more information or to submit your manuscript, contact us at: iscsitr@gmail.com