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Short, M.: Text mining and subject analysis for fiction; or, using machine learning and information extraction to assign subject headings to dime novels (2019)
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- Abstract
- This article describes multiple experiments in text mining at Northern Illinois University that were undertaken to improve the efficiency and accuracy of cataloging. It focuses narrowly on subject analysis of dime novels, a format of inexpensive fiction that was popular in the United States between 1860 and 1915. NIU holds more than 55,000 dime novels in its collections, which it is in the process of comprehensively digitizing. Classification, keyword extraction, named-entity recognition, clustering, and topic modeling are discussed as means of assigning subject headings to improve their discoverability by researchers and to increase the productivity of digitization workflows.
- Theme
- Data Mining
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Moulaison-Sandy, H.; Adkins, D.; Bossaller, J.; Cho, H.: ¬An automated approach to describing fiction : a methodology to use book reviews to identify affect (2021)
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- Abstract
- Subject headings and genre terms are notoriously difficult to apply, yet are important for fiction. The current project functions as a proof of concept, using a text-mining methodology to identify affective information (emotion and tone) about fiction titles from professional book reviews as a potential first step in automating the subject analysis process. Findings are presented and discussed, comparing results to the range of aboutness and isness information in library cataloging records. The methodology is likewise presented, and how future work might expand on the current project to enhance catalog records through text-mining is explored.
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Guard, A.: ¬An antidote for browsing : subject headings for fiction (1991)
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- Date
- 5. 8.2006 10:22:00
-
OCLC/LC fiction headings project : too little, too late? (1992)
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- Date
- 5. 8.2006 10:22:14
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Stünkel, M.: Neuere Methoden der inhaltlichen Erschließung schöner Literatur in öffentlichen Bibliotheken (1986)
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- Date
- 4. 8.2006 21:35:22
-
Schneider, A.: ¬Die Verzeichnung und sachliche Erschließung der Belletristik in Kaysers Bücherlexikon und im Schlagwortkatalog Georg/Ost (1980)
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- Date
- 5. 8.2006 13:07:22
-
Laakso, J.; Puukko, O.: Classification of fiction by topic in the light of experiments carried out in two public libraries : [Original in Finnisch] (1992)
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- Date
- 5. 8.2006 10:22:39
-
Velthoven, A.: 'Heeft u nog een mooi boek voor mij?' : het adviseren van romanlezers (1994)
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- Source
- Bibliotheek en samenleving. 22(1994) no.11, S.22-23
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Pejtersen, A.M.: Design of a classification scheme for fiction based on an analysis of actual user-librarian communication, and use of the scheme for control of librarians' search strategies (1980)
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- Date
- 5. 8.2006 13:22:44
-
Klein, R.D.: ¬The problem of cataloguing world literature using the Nippon Decimal Classification (1994)
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- Abstract
- The Nippon Decimal Classification (NDC) system, extensively used in Japanese libraries, was devised in 1929. It is difficult to use NDC to classify world literature, such as fiction in English by non American, non British writers. This is not necessarily straightforward in other classification schemes but a survey of 40 Japanese university libraries, of which 24 responded, showed remarkable inconsistencies in the treatment of 22 world literature authors. NDC clearly needs updating to deal with this problem
-
Saarti, J.: Experiments with categorising fiction in Lohtajy Library (1992)
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- Source
- Scandinavian public library quarterly. 25(1992) no.4, S.22-24,29
-
Wordell, C.B.: Tales of the town of dreamy dreams : a bibliography of fiction set in New Orleans (1998)
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- Date
- 5. 8.2006 13:06:22
-
Beghtol, C.: Toward a theory of fiction analysis for information storage and retrieval (1992)
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- Date
- 5. 8.2006 13:22:08
-
Denham, D.: Back to basics : training and education opportunities for the exploitation of fiction in public libraries (1996)
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- Date
- 9. 2.1997 18:18:22
-
Schössow, T.; Christoffersen, A.; Norlem, E.; Christensen, S.: Art in the children's library (1992)
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- Source
- Scandinavian public library quarterly. 25(1992) no.1, S.20-22
-
Saarti, J.: Fiction indexing and the development of fiction thesauri (1999)
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- Date
- 9. 2.1997 18:44:22
-
MacEwan, A.: Promoting fiction through the catalogue (1997)
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- Source
- Librarians world. 6(1997) no.2, S.22-24
