태그 질의 확장 기능에 기반한 비디오 검색 시스템의 효율성에 대한 실험적 연구 (An Experimental Study Investigating the Retrieval Effectiveness of a Video Retrieval System Using Tag Query Expansion)

김현희 (Kim, Hyun Hee)

doi:10.4275/KSLIS.2010.44.4.075

An Experimental Study Investigating the Retrieval Effectiveness of a Video Retrieval System Using Tag Query Expansion

Journal of the Korean Society for Library and Information Science
2010, 44(4), pp.75~94
DOI : 10.4275/KSLIS.2010.44.4.075
Publisher : 한국문헌정보학회
Research Area : Interdisciplinary Studies > Library and Information Science
Received : September 6, 2010
Accepted : November 9, 2010

Kim, Hyun Hee ¹

¹명지대학교

Accredited

ABSTRACT

This study designed a pilot system in which queries can be expanded through a tag ontology where equivalent, synonymous, or related tags are bound together, in order to improve the retrieval effectiveness of videos. We evaluated the proposed pilot system by comparing it to a tag-based system without tag control, in terms of recall and precision rates. Our study results showed that the mean recall rate in the structured folksonomy-based system was statistically higher than that in the tag-based system. On the other hand, the mean precision rate in the structured folksonomy-based system was not statistically higher than that in the tag-based system. The result of this study can be utilized as a guide on how to effectively use tags as social metadata of digital video libraries.

KEYWORDS

Structured Folksonomy, Relevance Judgment, Recall, Precision, Tag Gardening

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This paper was written with support from the National Research Foundation of Korea.

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Journal of the Korean Society for Library and Information Science 2025 KCI Impact Factor : 1.37

An Experimental Study Investigating the Retrieval Effectiveness of a Video Retrieval System Using Tag Query Expansion

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KEYWORDS

Journal Copyright Policy

Citation status

* References for papers published after 2025 are currently being built.

Journal of the Korean Society for Library and Information Science 2025 KCI Impact Factor : 1.37

An Experimental Study Investigating the Retrieval Effectiveness of a Video Retrieval System Using Tag Query Expansion

ABSTRACT

KEYWORDS

Journal Copyright Policy

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