ISSN2320-2882
Impact Factor9.17
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ESTD2013
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Paper Title
Metadata Lineage Frameworks for Data Governance
Authors
Sarvesh kumar Gupta
Keywords
Metadata lineage, data governance, data catalog, regulatory compliance, data observability, open lineage, graph-based lineage, data mesh, hybrid architecture, enterprise metadata management.
Abstract
In the age of data-driven enterprises, metadata lineage frameworks have emerged as a critical enabler for effective data governance, regulatory compliance, and trust-building within analytical ecosystems. This review synthesized key academic and industry insights around metadata lineage concepts, current tools, architectural designs, and experimental benchmarks. Findings indicate that while several commercial and open-source platforms offer lineage functionality, challenges persist in automation, semantic depth, real-time coverage, and integration across hybrid environments. By introducing a five-layer theoretical model and evaluating lineage tools across performance, compliance, and usability, this review provides a structured understanding for organizations striving to improve governance maturity. The paper also outlines future opportunities in AI-enhanced lineage detection, cross-platform interoperability, and sustainability-aware data governance.
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IJCRT — journal style
"Metadata Lineage Frameworks for Data Governance", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.13, Issue 9, page no.c895-c903, September 2025, Available :https://ijcrt.org/papers/IJCRT2509332.pdf
APA — 7th edition
Gupta, S. K. (2025). Metadata Lineage Frameworks for Data Governance. International Journal of Creative Research Thoughts, 13(9), c895-c903. https://doi.org/10.56975/ijcrt.v13i9.293801
MLA — 9th edition
Gupta, Sarvesh kumar. "Metadata Lineage Frameworks for Data Governance." International Journal of Creative Research Thoughts, vol. 13, no. 9, 2025, pp. c895-c903, https://doi.org/10.56975/ijcrt.v13i9.293801.
Chicago — 17th, bibliography
Gupta, Sarvesh kumar. "Metadata Lineage Frameworks for Data Governance." International Journal of Creative Research Thoughts 13, no. 9 (2025): c895-c903. https://doi.org/10.56975/ijcrt.v13i9.293801.
Harvard — author–date
Gupta, S.K. (2025) 'Metadata Lineage Frameworks for Data Governance', International Journal of Creative Research Thoughts, 13(9), pp. c895-c903. Available at: https://doi.org/10.56975/ijcrt.v13i9.293801
IEEE — numbered reference
S. K. Gupta, "Metadata Lineage Frameworks for Data Governance," IJCRT, vol. 13, no. 9, pp. c895-c903, Sep. 2025, doi: 10.56975/ijcrt.v13i9.293801.
Vancouver — biomedical
Gupta SK. Metadata Lineage Frameworks for Data Governance. IJCRT. 2025 Sep;13(9):c895-c903. doi: 10.56975/ijcrt.v13i9.293801
AMA — 11th edition
Gupta SK. Metadata Lineage Frameworks for Data Governance. IJCRT. 2025;13(9):c895-c903. doi:10.56975/ijcrt.v13i9.293801
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT2509332,
author = {Sarvesh kumar Gupta},
title = {Metadata Lineage Frameworks for Data Governance},
journal = {International Journal of Creative Research Thoughts},
volume = {13},
number = {9},
pages = {c895-c903},
year = {2025},
month = {September},
issn = {2320-2882},
doi = {10.56975/ijcrt.v13i9.293801},
url = {https://doi.org/10.56975/ijcrt.v13i9.293801}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Gupta, Sarvesh kumar
TI - Metadata Lineage Frameworks for Data Governance
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 13
IS - 9
PY - 2025
SN - 2320-2882
DO - 10.56975/ijcrt.v13i9.293801
UR - https://doi.org/10.56975/ijcrt.v13i9.293801
SP - c895-c903
ER -
Issue
Volume 13 Issue 9,
September-2025
Pages : c895-c903
Article Information
- Published In
- International Journal of Creative Research Thoughts — Volume 13, Issue 9, September 2025
- Pages
- c895-c903
- Published
- September 2025
- Registration ID
- IJCRT_293801
- Published Paper ID
- IJCRT2509332
- Research Area
- Science and Technology
- Author Type
- Indian Author
- Location
- India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 306
- Permanent Link
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- Published Paper PDF
- https://ijcrt.org/papers/IJCRT2509332.pdf
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The authors would like to thank the reviewers and the editorial board of International Journal of Creative Research Thoughts for their careful reading and constructive comments, and all colleagues who supported the preparation of this manuscript.
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