Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata

Judith L. Klavans; Tandeep Sidhu; Carolyn Sheffield; Dagobert Soergel; Jimmy Lin; Eileen Abels; Rebecca Passonneau

Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata

Judith L. Klavans
, Tandeep Sidhu
, Carolyn Sheffield
, Dagobert Soergel
, Jimmy Lin
, Eileen Abels
, Rebecca Passonneau

Information Science

College of Information Studies (CLIS
University of Maryland, College Park
Drexel University
Columbia University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

In this paper, we present a fully-implemented system using computational linguistic techniques to apply automatic text mining for the extraction of metadata for image access. We describe the implementation of a workbench created for, and evaluated by, image catalogers. We discuss the current functionality and future goals for this image catalogers' toolkit, developed under the Computational Linguistics for Metadata Building (CLiMB) research project.1 Our primary user group for initial phases of the project is the cataloger expert; in future work we address applications for end users.

Original language	English
Title of host publication	Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008
Pages	3-12
Number of pages	10
State	Published - 2008
Event	1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008 - Funchal, Madeira, Portugal Duration: Jan 22 2008 → Jan 25 2008

Publication series

Name	Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008

Conference

Conference	1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008
Country/Territory	Portugal
City	Funchal, Madeira
Period	01/22/08 → 01/25/08

Cite this

Klavans, J. L., Sidhu, T., Sheffield, C., Soergel, D., Lin, J., Abels, E., & Passonneau, R. (2008). Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata. In Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008 (pp. 3-12). (Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008).

Klavans, Judith L. ; Sidhu, Tandeep ; Sheffield, Carolyn et al. / Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata. Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008. 2008. pp. 3-12 (Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008).

@inproceedings{ff2e9d8e75f742f193b9f1d169bdf73c,

title = "Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata",

abstract = "In this paper, we present a fully-implemented system using computational linguistic techniques to apply automatic text mining for the extraction of metadata for image access. We describe the implementation of a workbench created for, and evaluated by, image catalogers. We discuss the current functionality and future goals for this image catalogers' toolkit, developed under the Computational Linguistics for Metadata Building (CLiMB) research project.1 Our primary user group for initial phases of the project is the cataloger expert; in future work we address applications for end users.",

author = "Klavans, \{Judith L.\} and Tandeep Sidhu and Carolyn Sheffield and Dagobert Soergel and Jimmy Lin and Eileen Abels and Rebecca Passonneau",

year = "2008",

language = "English",

isbn = "9789898111241",

series = "Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008",

pages = "3--12",

booktitle = "Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008",

note = "1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008 ; Conference date: 22-01-2008 Through 25-01-2008",

}

Klavans, JL, Sidhu, T, Sheffield, C, Soergel, D, Lin, J, Abels, E & Passonneau, R 2008, Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata. in Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008. Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008, pp. 3-12, 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008, Funchal, Madeira, Portugal, 01/22/08.

Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata. / Klavans, Judith L.; Sidhu, Tandeep; Sheffield, Carolyn et al.
Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008. 2008. p. 3-12 (Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata

AU - Klavans, Judith L.

AU - Sidhu, Tandeep

AU - Sheffield, Carolyn

AU - Soergel, Dagobert

AU - Lin, Jimmy

AU - Abels, Eileen

AU - Passonneau, Rebecca

PY - 2008

Y1 - 2008

N2 - In this paper, we present a fully-implemented system using computational linguistic techniques to apply automatic text mining for the extraction of metadata for image access. We describe the implementation of a workbench created for, and evaluated by, image catalogers. We discuss the current functionality and future goals for this image catalogers' toolkit, developed under the Computational Linguistics for Metadata Building (CLiMB) research project.1 Our primary user group for initial phases of the project is the cataloger expert; in future work we address applications for end users.

AB - In this paper, we present a fully-implemented system using computational linguistic techniques to apply automatic text mining for the extraction of metadata for image access. We describe the implementation of a workbench created for, and evaluated by, image catalogers. We discuss the current functionality and future goals for this image catalogers' toolkit, developed under the Computational Linguistics for Metadata Building (CLiMB) research project.1 Our primary user group for initial phases of the project is the cataloger expert; in future work we address applications for end users.

UR - https://www.scopus.com/pages/publications/57349146263

M3 - Conference contribution

AN - SCOPUS:57349146263

SN - 9789898111241

T3 - Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008

SP - 3

EP - 12

BT - Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008

T2 - 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008

Y2 - 22 January 2008 through 25 January 2008

ER -

Klavans JL, Sidhu T, Sheffield C, Soergel D, Lin J, Abels E et al. Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata. In Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008. 2008. p. 3-12. (Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008).

Computational Linguistics for Metadata Building (CLiMB) text mining for the automatic extraction of subject terms for image metadata

Abstract

Publication series

Conference

Other files and links

Fingerprint

Cite this