About the Journal

Aim and Scope

The journal "Second Data" serves as a cutting-edge platform for researchers and professionals at the forefront of information analysis and interpretation. As technology evolves, so does our capacity to generate and harness vast amounts of data. This journal delves into the innovative methodologies, tools, and frameworks that emerge as a response to the challenges and opportunities presented by the era of big data.

The scope of "Second Data" encompasses a wide array of disciplines, including data science, machine learning, artificial intelligence, statistics, and information systems. Articles featured in the journal explore novel techniques for data collection, processing, and interpretation, with a focus on pushing the boundaries of existing methodologies. Researchers contribute empirical studies, theoretical frameworks, and practical applications that shed light on the intricacies of managing and deriving insights from complex datasets.

Themes covered in "Second Data" include but are not limited to:

  1. Advanced Data Analytics: Presenting state-of-the-art algorithms and models for analyzing complex and heterogeneous datasets, aiming to extract meaningful patterns and trends.

  2. Data Visualization and Interpretation: Exploring innovative visualization techniques and tools that enhance the comprehension of data, making it more accessible to a broader audience.

  3. Ethical Considerations in Data Usage: Investigating the ethical implications of data-driven technologies and proposing frameworks to ensure responsible and transparent data practices.

  4. Interdisciplinary Approaches: Encouraging collaboration between diverse fields to tackle complex problems, fostering a holistic understanding of data and its implications.

  5. Real-world Applications: Showcasing successful implementations of advanced data methodologies in various industries, highlighting the tangible impact on decision-making and problem-solving.

"Second Data" aims to foster a dynamic exchange of ideas, insights, and best practices among researchers, practitioners, and policymakers. By pushing the boundaries of traditional data analysis, this journal contributes to the ongoing evolution of the field and provides a valuable resource for those navigating the ever-expanding landscape of information science.

Data Article: presents a detailed description and analysis of a dataset, including its collection methods, variables, and never reveals insights derived from analysis. Word count; 1,000-2,000

Use template-5 for the data article

Note: hyperlink underlined with attached template files

ISSN

3068-1707

Peer Review

Second Data upholds rigorous peer review standards to maintain the integrity and credibility of the research we publish. Through constructive feedback and critical appraisal, peer review helps authors refine their work.

Ethics

Authors are expected to adhere to ethical guidelines, including protecting human subjects, and animal welfare, and avoiding plagiarism and conflicts of interest. Editors and reviewers play a vital role in upholding these standards by ensuring submissions meet ethical criteria and reporting any breaches. In our journal, we prioritize ethical integrity to safeguard the rights and welfare of research participants, uphold academic honesty, and maintain public trust in our publications.

Data Availability

We encourage authors to make their data openly accessible, either through supplementary materials, data repositories, or public archives. By sharing data, researchers facilitate verification, reuse, and synthesis of findings, accelerating the pace of discovery and innovation. In our journal, we support data-sharing practices to enhance the reliability and impact of research outcomes, fostering a culture of openness and collaboration within our scholarly community.

Publishing approach

Progressive. We believe in a progressive publication approach. When an article is accepted, it is promptly published online, ensuring valuable research is accessible to the academic community and the public without unnecessary delays. This approach allows readers to engage with cutting-edge research as soon as it becomes available.

Open Access

The journal embraces open-access principles to ensure that published research is freely available to a global audience, regardless of institutional affiliation or financial means. All articles are published under the Creative Commons Attribution (CC BY) license, allowing unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Authors retain full copyright of their work. By submitting to this journal, authors grant the publisher a license to publish and disseminate the work online and in print. No copyright transfer is required.

This approach supports inclusivity, democratizes access to knowledge, and encourages innovation, in alignment with global open access policies.

Article Publication Charge (APC)

No Processing or Publication Fees: We are committed to fostering an open and accessible scholarly environment. Currently, Second Data does not charge any processing or publication fees.

Submission Guidelines

  • Manuscripts should be submitted electronically through our online submission system.
  • Submissions should follow the formatting guidelines outlined in our submission template.
  • Authors are encouraged to include clear and concise abstracts that highlight the significance of their research. For more information, see the full Author Guidelines
  • The journal follows a double-blind peer-review process to ensure the quality and rigor of published articles.

Repository Policy

Parabolum Publishing supports open dissemination of research and allows authors to deposit the final published version (Version of Record) of their article in any institutional or subject repository of their choice immediately upon publication, with no embargo. Authors are encouraged to:

  • Share the published version (VoR) freely, provided it includes proper citation and DOI.

  • Deposit in institutional, national, or general-purpose repositories (e.g., ResearchGate, Academia.edu, Zenodo).

  • Include a clear link to the article on the journal’s website and note that it is the final published version.

No restrictions are placed on repository deposit — our aim is to maximize accessibility and visibility through quick and open publishing.

Persistent Identifiers

All articles are assigned a DOI (Digital Object Identifier) to ensure permanent access and accurate citation.

Archiving and Digital Preservation Policy

Parabolum Publishing is committed to the long-term preservation of and access to the scholarly content it publishes. To ensure the enduring availability of our publications, we utilize the following digital preservation services:

  • LOCKSS (Lots of Copies Keep Stuff Safe): Our content is preserved through the LOCKSS program, which ensures that multiple copies of our publications are stored across a network of libraries.

  • CLOCKSS (Controlled LOCKSS): We participate in the CLOCKSS initiative, providing a decentralized and secure preservation system to safeguard our content.

  • PKP Preservation Network (PKP PN): Our journals are archived in the PKP PN, which offers a free preservation service for Open Journal Systems (OJS) users.

These measures guarantee that our published articles remain accessible and citable for future generations.

Contact Information

For inquiries, submissions, or any other communication, please contact the editorial team at editor.parabolum@gmail.com.

Thank you for considering the Second Data as a platform for your research. We look forward to receiving and sharing innovative contributions that enhance our understanding of educational data and education as a whole.