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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM52894

A Comprehensive Review of Social Tagging: System Design, Analysis, Visualization, and Applications

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM52894

Volume:

9 |

10 |

Oct 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM52894

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

SVS

Sreelakshmi V S

SBS

Swapna B Sasi

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Abstract

Social tagging on online portals has become increasingly prevalent and is now considered one of the most effective ways to connect metadata with web objects. With the increasing variety of web materials, cooperative tagging is developing to accommodate new dimensions. As a result of this trend, a large body of literature has been done to discover various aspects of social tagging. In this survey paper, we present a comprehensive observation of major techniques and studies focused on the tagging system. In particular, we examine tag stream, tagging model, tag marginal, tag-based recommendations generation, visualization methods, practical applications, system integration and properties of related challenges. We discuss the motivations behind tagging behaviour, factors affecting tag selections, types of tag, modelling approaches, power-law distribution in data tagging data and strategies for effective tag recommendations. Tags, web search, object classifications, oncology generations and browsing experiences as metadata provide significant utility. We conclude by underlining future research directions in the field of social tagging.

KEYWORDS

Social tagging social bookmarking collaborative tagging social indexing social classification folksonomy folk classification ethno classification distributed classification folk taxonomy

Cite This Article

Sreelakshmi V S, Swapna B Sasi, "A Comprehensive Review of Social Tagging: System Design, Analysis, Visualization, and Applications," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 10, Oct 2025. https://doi.org/10.55041/IJSREM52894

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Publication Date

10/9/2025

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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