A conceptual framework for improving information retrieval in folksonomy using Library of Congress subject headings
Social tagging or collaborative tagging is a new trend in the organization, management, and discovery of digital information. Folksonomy, a collection of tags assigned to online information by all participants of social tagging systems, has many advantages as an information organization tool. As an...
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| Published in | Proceedings of the American Society for Information Science and Technology Vol. 45; no. 1; pp. 1 - 6 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
Hoboken
Wiley Subscription Services, Inc., A Wiley Company
2008
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| Online Access | Get full text |
| ISSN | 0044-7870 1550-8390 1550-8390 |
| DOI | 10.1002/meet.2008.1450450368 |
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| Abstract | Social tagging or collaborative tagging is a new trend in the organization, management, and discovery of digital information. Folksonomy, a collection of tags assigned to online information by all participants of social tagging systems, has many advantages as an information organization tool. As an information retrieval tool, however, folksonomy lacks the capability of discerning the relevancy of information. We propose a conceptual framework of IR for folksonomy on the basis of Library of Congress Subject Headings. Algorithms for constructing the conceptual framework are described, and values of the framework are also discussed. |
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| AbstractList | Social tagging or collaborative tagging is a new trend in the organization, management, and discovery of digital information. Folksonomy, a collection of tags assigned to online information by all participants of social tagging systems, has many advantages as an information organization tool. As an information retrieval tool, however, folksonomy lacks the capability of discerning the relevancy of information. We propose a conceptual framework of IR for folksonomy on the basis of Library of Congress Subject Headings. Algorithms for constructing the conceptual framework are described, and values of the framework are also discussed. |
| Author | Yi, Kwan |
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| Cites_doi | 10.1145/290941.291008 10.1109/WI.2006.191 10.1073/pnas.0610487104 10.1002/asi.10360 10.1177/034003520302900412 |
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| References | Cattuto, C., Loreto, V., & Pietronero, L. (January 30, 2007). Collaborative tagging and semiotic dynamics. Proceedings of the national Academy of Sciences of the United States of America. 104 (5), 1461-1464. Retrieved December 12, 2007, from http://www.pnas.org/cgi/reprint/104/5/1461 O'Neill, E. T., & Chan, L. M. (2003). FAST (Faceted Application of Subject Terminology): A Simplified Vocabulary Based on The Library Of Congress Subject Headings. IFLA Journal, 29 (4), 336-342. Cormen, T. H., Leiserson, C. E., Riverst, R. L., & Stain, C. (2001). Introduction to algorithms. Cambridge, MA: MIT Press. Frank, E., & Paynter, G. W. (2004). Predicting Library of Congress classifications from Library of Congress subject headings. Journal of the American Society for Information Science and Technology, 55 (3), 214-227. Robertson, S. E., Walker, S., Jones, S., Hancock-Beaulieu, M. M., & Gatford, M. (1995). Okapi at TREC-3. Proceedings of the Third Text Retrieval Conference, TREC-3 NIST Special Publications 500-226, 109-126. 1998 2007; 104 2004; 55 1997 2008 2007 2006 1995 2003; 29 2001 e_1_2_4_10_1 Robertson S. E. (e_1_2_4_11_1) 1995 e_1_2_4_12_1 e_1_2_4_3_1 e_1_2_4_2_1 e_1_2_4_4_1 e_1_2_4_7_1 e_1_2_4_6_1 Cormen T. H. (e_1_2_4_5_1) 2001 e_1_2_4_9_1 e_1_2_4_8_1 |
| References_xml | – reference: Cattuto, C., Loreto, V., & Pietronero, L. (January 30, 2007). Collaborative tagging and semiotic dynamics. Proceedings of the national Academy of Sciences of the United States of America. 104 (5), 1461-1464. Retrieved December 12, 2007, from http://www.pnas.org/cgi/reprint/104/5/1461 – reference: O'Neill, E. T., & Chan, L. M. (2003). FAST (Faceted Application of Subject Terminology): A Simplified Vocabulary Based on The Library Of Congress Subject Headings. IFLA Journal, 29 (4), 336-342. – reference: Frank, E., & Paynter, G. W. (2004). Predicting Library of Congress classifications from Library of Congress subject headings. Journal of the American Society for Information Science and Technology, 55 (3), 214-227. – reference: Cormen, T. H., Leiserson, C. E., Riverst, R. L., & Stain, C. (2001). Introduction to algorithms. Cambridge, MA: MIT Press. – reference: Robertson, S. E., Walker, S., Jones, S., Hancock-Beaulieu, M. M., & Gatford, M. (1995). Okapi at TREC-3. Proceedings of the Third Text Retrieval Conference, TREC-3 NIST Special Publications 500-226, 109-126. – volume: 55 start-page: 214 issue: 3 year: 2004 end-page: 227 article-title: Predicting Library of Congress classifications from Library of Congress subject headings publication-title: Journal of the American Society for Information Science and Technology – year: 1997 – start-page: 275 year: 1998 end-page: 281 – start-page: 352 year: 2006 end-page: 355 – start-page: 109 year: 1995 end-page: 126 – volume: 29 start-page: 336 issue: 4 year: 2003 end-page: 342 article-title: FAST (Faceted Application of Subject Terminology): A Simplified Vocabulary Based on The Library Of Congress Subject Headings publication-title: IFLA Journal – volume: 104 start-page: 1461 issue: 5 year: 2007 end-page: 1464 article-title: Collaborative tagging and semiotic dynamics publication-title: Proceedings of the national Academy of Sciences of the United States of America. – year: 2001 – year: 2007 – year: 2008 – year: 2006 – ident: e_1_2_4_9_1 doi: 10.1145/290941.291008 – ident: e_1_2_4_10_1 – ident: e_1_2_4_12_1 – ident: e_1_2_4_4_1 doi: 10.1109/WI.2006.191 – ident: e_1_2_4_3_1 doi: 10.1073/pnas.0610487104 – ident: e_1_2_4_6_1 doi: 10.1002/asi.10360 – ident: e_1_2_4_2_1 – ident: e_1_2_4_8_1 doi: 10.1177/034003520302900412 – ident: e_1_2_4_7_1 – start-page: 109 volume-title: Okapi at TREC‐3 year: 1995 ident: e_1_2_4_11_1 – volume-title: Introduction to algorithms year: 2001 ident: e_1_2_4_5_1 |
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| Title | A conceptual framework for improving information retrieval in folksonomy using Library of Congress subject headings |
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