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1

Wykoff, Leslie W. "Subject Headings:." Medical Reference Services Quarterly 6, no. 3 (October 26, 1987): 69–73. http://dx.doi.org/10.1300/j115v06n03_07.

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Appleman, Anna. "Subject Headings." TCB: Technical Services in Religion & Theology 32, no. 1 (January 30, 2024): 7. http://dx.doi.org/10.31046/tcb.v32i1.3439.

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Yulianti, Evi, and Laksmita Rahadianti. "Determining subject headings of documents using information retrieval models." Indonesian Journal of Electrical Engineering and Computer Science 23, no. 2 (August 1, 2021): 1049. http://dx.doi.org/10.11591/ijeecs.v23.i2.pp1049-1058.

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<p>Subject heading is a controlled vocabulary that describes the topic of adocument, which is important to find and organize library resources. Assigning appropriate subject headings to a document, however, is a time-consuming process. We therefore conduct a novel study on the effectiveness of information retrieval models, i.e.,language model (LM) andvector spacemodel (VSM), to automatically generate a ranked list of relevant subject headings, with the aim to give a recommendation for librarians to determine the subject headings effectively and efficiently. Our results show that there are a high number of our queries (up to 61%) that have relevant subject headings in the ten top-ranked recommendations and on average, the first relevant subject heading is found at the early position (3rd rank). This indicates that document retrieval methods can help the subject heading assignment process. LM and VSM are shown to have comparable performance, except when the search unit is title, VSM is superior to LM by8-22%. Our further analysis exhibits three faculty pairs that are potential to have research collaboration as their students’ thesis often have overlap subject headings: i) economy and business-social and political sciences, ii) nursing-public health and iii) medicine-public health.</p>
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Denda, Kayo. "Beyond Subject Headings." Library Resources & Technical Services 49, no. 4 (October 1, 2005): 266–75. http://dx.doi.org/10.5860/lrts.49n4.266.

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Harvey, Philip. "Assigning subject headings." ANZTLA EJournal, no. 12 (March 25, 2019): 4–13. http://dx.doi.org/10.31046/anztla.v0i12.844.

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BERMAN, SANFORD. "' 'Teen' ' Subject Headings:." Technical Services Quarterly 2, no. 1-2 (August 29, 1985): 191–212. http://dx.doi.org/10.1300/j124v02n01_13.

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Ferris, Anna M. "Birth of a Subject Heading." Library Resources & Technical Services 62, no. 1 (January 8, 2018): 16. http://dx.doi.org/10.5860/lrts.62n1.16.

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This paper illustrates the process by which a subject heading is created within the controlled vocabulary of the Library of Congress Subject Headings (LCSH). The author details the steps involved in proposing a subject heading for inclusion in the Subject Authority File at the Library of Congress using two case studies as examples, one in which the subject heading was accepted into the LCSH system and one in which the subject heading was rejected despite being revised and resubmitted.
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8

Gross, Tina, and Arlene G. Taylor. "What Have We Got to Lose? The Effect of Controlled Vocabulary on Keyword Searching Results." College & Research Libraries 66, no. 3 (May 1, 2005): 212–30. http://dx.doi.org/10.5860/crl.66.3.212.

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Using controlled vocabulary in the creation and searching of library catalogs has evoked a great deal of debate because it is expensive to provide. Leading to this study were suggestions that because most users seem to search by keyword, subject headings could be removed from catalog records to save space and cost. This study asked, what proportion of records retrieved by a keyword search has a keyword only in a subject heading field and thus would not be retrieved if there were no subject headings? It was found that more than one-third of records retrieved by successful keyword searches would be lost if subject headings were not present, and many individual cases exist in which 80, 90, and even 100 percent of the retrieved records would not be retrieved in the absence of subject headings.
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Appleman, Anna. "Classification and Subject Headings." Theology Cataloging Bulletin 28, no. 2 (April 10, 2020): 24. http://dx.doi.org/10.31046/tcb.v28i2.1770.

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Appleman, Anna. "Classification and Subject Headings." Theology Cataloging Bulletin 27, no. 1 (January 16, 2019): 18. http://dx.doi.org/10.31046/tcb.v27i1.531.

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Appleman, Anna. "Classification and Subject Headings." Theology Cataloging Bulletin 27, no. 1 (January 16, 2019): 18. http://dx.doi.org/10.31046/tcbv27no1_531.

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Appleman, Anna. "Classification and Subject Headings." Theology Cataloging Bulletin 28, no. 2 (April 10, 2020): 24. http://dx.doi.org/10.31046/tcbv28no2_1770.

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Smith, Arthur. "Physics Subject Headings (PhySH)." KNOWLEDGE ORGANIZATION 47, no. 3 (2020): 257–66. http://dx.doi.org/10.5771/0943-7444-2020-3-257.

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PhySH (Physics Subject Headings) was developed by the American Physical Society and first used in 2016 as a faceted hierarchical controlled vocabulary for physics, with some basic terms from related fields. It was developed mainly for the purpose of associating subjects with papers submitted to and published in the Physical Review family of journals. The scheme is organized at the top level with a two-dimensional classification, with one dimension (labeled “disciplines”) representing professional divisions within physics, and the other dimension (labeled “facets”) providing a conceptual partitioning of terms. PhySH was preceded in use by PACS (“Physics and Astronomy Classification Scheme”), which was in turn preceded by more ad hoc approaches, and this history and related vocabularies or categorizations will also be briefly discussed.
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Papadakis, Ioannis, Michalis Stefanidakis, and Aikaterini Tzali. "Visualizing OPAC subject headings." Library Hi Tech 26, no. 1 (March 7, 2008): 19–23. http://dx.doi.org/10.1108/07378830810857762.

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15

Kennicutt, Jr., Robert C. "Astrophysical Journal Subject Headings." Astrophysical Journal 546, no. 1 (January 2001): 605–8. http://dx.doi.org/10.1086/318271.

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Okorafor, E. E. "Newspaper indexing in Nigerian libraries." Indexer: The International Journal of Indexing: Volume 17, Issue 1 17, no. 1 (April 1, 1990): 35–38. http://dx.doi.org/10.3828/indexer.1990.17.1.12.

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Few Nigerian libraries index daily and weekly newspapers. The qualified and unqualified staff who do the indexing use various entry formats and structures, provide several access points and also maintain several catalogues. The number of subject headings to be assigned per item is determined by policy in most of the libraries. Subject headings are determined with or without subject heading lists. To achieve a uniform indexing system, the National Library of Nigeria should formulate indexing standards, compile and publish indexing terms, index newspapers and publish subject indexes.
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Yi, Kwan. "A Semantic Similarity Approach for Linking Tweet Messages to Library of Congress Subject Headings using Linked Resources: A Pilot Study." Advances in Classification Research Online 24, no. 1 (January 9, 2014): 43. http://dx.doi.org/10.7152/acro.v24i1.14676.

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The objective of this study is to propose, implement, and test a framework of assigning relevant Library of Congress (LC) subject headings to tweet messages. In this study, the task of assigning LC headings is considered an automatic classification task that identifies relevant LC subject headings for given tweets. The classification task is conducted in two stages. In the first stage, tweets are clustered so that similar tweets are grouped together. In the second stage, the degree of similarity between a cluster of tweets and LC subject headings is measured by a popular similarity metric, Jaccard Coefficient (JC). In this pilot study, five selected tweet clusters and nine LC subject headings were carefully chosen and used. This pilot study demonstrates a positive result forthe proposed approach of identifying subject headings for tweets. In three cluster cases out of the five, JC selected the most relevant headings as the largest degrees of similarity. For the other two cases, JC was not successful in ranking the most relevant within the top three headings. In the next step, a more sophisticated clustering method will be explored and applied. Also, all possible LC subject headings will be employed to identify LC subjects for tweets in the next steps of this study.
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Yu, Wei, and Junpeng Chen. "Enriching the library subject headings with folksonomy." Electronic Library 38, no. 2 (March 26, 2020): 297–315. http://dx.doi.org/10.1108/el-07-2019-0156.

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Purpose The purpose of this paper is to explore the potential of enriching the library subject headings with folksonomy for enhancing the visibility and usability of the library subject headings. Design/methodology/approach The WorldCat-million data set and SocialBM0311 are preprocessing and over 210,000 library catalog records and 124,482 non-repeating tags were adopted to construct the matrix to observe the semantic relation between library subject headings and folksonomy. The proposed system is compared with the state-of-the-art methods and the parameters are fixed to obtain effective performance. Findings The results demonstrate that by integrating different semantic relations from library subject headings and folksonomy, the system’s performance can be improved compared to the benchmark methods. The evaluation results also show that the folksonomy can enrich library subject headings through the semantic relationship. Originality/value The proposed method simultaneous weighted matrix factorization can integrate the semantic relation from the library subject headings and folksonomy into one semantic space. The observation of the semantic relation between library subject headings and social tags from folksonomy can help enriching the library subject headings and improving the visibility of the library subject headings.
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19

Rolla, Peter J. "User Tags versus Subject Headings." Library Resources & Technical Services 53, no. 3 (July 1, 2009): 174–84. http://dx.doi.org/10.5860/lrts.53n3.174.

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Dhammi, IshKumar, and Sudhir Kumar. "Medical subject headings (MeSH) terms." Indian Journal of Orthopaedics 48, no. 5 (2014): 443. http://dx.doi.org/10.4103/0019-5413.139827.

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21

Henige, David. "Library of Congress Subject Headings." Cataloging & Classification Quarterly 8, no. 1 (December 16, 1987): 7–19. http://dx.doi.org/10.1300/j104v08n01_03.

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22

Calderon, Federman. "Library of Congress Subject Headings:." Cataloging & Classification Quarterly 11, no. 2 (July 13, 1990): 85–94. http://dx.doi.org/10.1300/j104v11n02_06.

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23

Bloomfield, Masse. "A Look at Subject Headings." Cataloging & Classification Quarterly 16, no. 1 (July 23, 1993): 119–23. http://dx.doi.org/10.1300/j104v16n01_07.

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Pelzer, Nancy L. "Veterinary Subject Headings and Classification:." Cataloging & Classification Quarterly 18, no. 2 (April 8, 1994): 3–18. http://dx.doi.org/10.1300/j104v18n02_02.

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25

Mann, Thomas. "TeachingLibrary of Congress Subject Headings." Cataloging & Classification Quarterly 29, no. 1-2 (June 2000): 117–26. http://dx.doi.org/10.1300/j104v29n01_08.

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26

Koger, Ellen. "Subject Headings for Children's Fiction." Technical Services Quarterly 2, no. 1-2 (August 29, 1985): 13–18. http://dx.doi.org/10.1300/j124v02n01_03.

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27

Leach-Murray, Susan. "SearchFAST: Find FAST Subject Headings." Technical Services Quarterly 35, no. 3 (May 17, 2018): 304–5. http://dx.doi.org/10.1080/07317131.2018.1456866.

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28

Svenonius, Elaine. "Subject catalogues: Headings and structure." Information Processing & Management 26, no. 1 (January 1990): 187–88. http://dx.doi.org/10.1016/0306-4573(90)90015-t.

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29

Satija, Mohinder Partap. "Enhancing the Subject Headings Minting Capacity of the Sears List of Subject Headings: Some Suggestions." KNOWLEDGE ORGANIZATION 39, no. 1 (2012): 60–63. http://dx.doi.org/10.5771/0943-7444-2012-1-60.

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30

Zhou, Jing, Yuxuan Shui, Shengwen Peng, Xuhui Li, Hiroshi Mamitsuka, and Shanfeng Zhu. "MeSHSim: An R/Bioconductor package for measuring semantic similarity over MeSH headings and MEDLINE documents." Journal of Bioinformatics and Computational Biology 13, no. 06 (December 2015): 1542002. http://dx.doi.org/10.1142/s0219720015420020.

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Currently, all MEDLINE documents are indexed by medical subject headings (MeSH). Computing semantic similarity between two MeSH headings as well as two documents has become very important for many biomedical text mining applications. We develop an R package, MeSHSim, which can compute nine similarity measures between MeSH nodes, by which similarity between MeSH headings as well as MEDLINE documents can be easily computed. Also, MeSHSim supports querying hierarchy information of a MeSH heading and retrieving MeSH headings of a query document, and can be easily integrated into pipelines for any biomedical text analysis tasks. MeSHSim is released under general public license (GPL), and available through Bioconductor and from Github at https://github.com/JingZhou2015/MeSHSim .
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Moen, Hans, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Filip Ginter, Tapio Salakoski, and Sanna Salanterä. "Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods." Journal of the American Medical Informatics Association 27, no. 1 (October 12, 2019): 81–88. http://dx.doi.org/10.1093/jamia/ocz150.

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Abstract Objective This study focuses on the task of automatically assigning standardized (topical) subject headings to free-text sentences in clinical nursing notes. The underlying motivation is to support nurses when they document patient care by developing a computer system that can assist in incorporating suitable subject headings that reflect the documented topics. Central in this study is performance evaluation of several text classification methods to assess the feasibility of developing such a system. Materials and Methods Seven text classification methods are evaluated using a corpus of approximately 0.5 million nursing notes (5.5 million sentences) with 676 unique headings extracted from a Finnish university hospital. Several of these methods are based on artificial neural networks. Evaluation is first done in an automatic manner for all methods, then a manual error analysis is done on a sample. Results We find that a method based on a bidirectional long short-term memory network performs best with an average recall of 0.5435 when allowed to suggest 1 subject heading per sentence and 0.8954 when allowed to suggest 10 subject headings per sentence. However, other methods achieve comparable results. The manual analysis indicates that the predictions are better than what the automatic evaluation suggests. Conclusions The results indicate that several of the tested methods perform well in suggesting the most appropriate subject headings on sentence level. Thus, we find it feasible to develop a text classification system that can support the use of standardized terminologies and save nurses time and effort on care documentation.
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Clements, Lucy, and Chern Li Liew. "Talking about tags." Electronic Library 34, no. 2 (April 4, 2016): 289–301. http://dx.doi.org/10.1108/el-12-2014-0216.

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Purpose – While examining subject headings and tags is a popular research topic, most studies focus on comparing user-assigned tags and professional subject heading. Studies that compare Library of Congress Subject Headings to user-assigned tags, for instance, dominate the literature. However, little research has involved an examination on how and to what extent these features are actually used by library staff. This study adds to the body of knowledge. This study aims to focus on how librarians perceive and use tags. By focusing on people’s perceptions rather than simply comparing social tags and formal subject headings, new insights can be collected. Design/methodology/approach – This research collects data through semi-structured interviews conducted with 12 library staff from various roles and locations throughout Auckland Libraries. Findings – The research findings show that while social tags have been adopted and used in their work by the majority of library staff interviewed, there remains resistance to using them. Some library staff preferred the traditional hierarchical subject headings found in the traditional catalogue. A general lack of awareness about tag functions and features is also evident among the staff interviewed. Originality/value – The research focus is unique because it examines this phenomenon in a public library setting rather than in academic libraries, an area that is rarely examined in the literature.
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Rowland, Larry, Evelyn Williams, and Hewlett-Packard Williams. "A Computer Aided Method for Assessing Accessibility of Information in Technical Documentation." Proceedings of the Human Factors Society Annual Meeting 33, no. 5 (October 1989): 394–98. http://dx.doi.org/10.1177/154193128903300535.

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A methodology and a computer based program for testing documentation organization and location aids (tab-dividers, indices, tables of content and headings) was developed and used to aid the design and evaluation of documentation. The methodology and program allow computer analogs of documents to be tested before they were actually produced (based on detailed outlines). The documentation testing program presents the test subject a series of goal oriented user tasks. The subject then selects from a set of books and uses the existing location aids or paging to locate the heading that contains the information required to accomplish the task. The program automatically records use of the table of contents, tab-dividers, and index as well as the heading under which the subject believes the information will be found. The subject is allowed to make changes and additions to the tables of content, the index, and main body headings as the test progresses. The program runs in two modes. One mode provides feedback to the test subject on whether the final location is correct and tests how rapidly information can be found. Another model provides no feedback on the correctness of the locations and is used for developing models for the documentation based on user search paths and information content assumed to be under headings. The program has been used to evaluate documentation for a large computer operating system (HP-UX, a variant of UNIX*) and the results show promise.
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Mitchell, Vanessa, and Ingrid Hsieh-Yee. "Converting Ulrich's™ Subject Headings to FAST Headings: A Feasibility Study." Cataloging & Classification Quarterly 45, no. 1 (October 10, 2007): 59–85. http://dx.doi.org/10.1300/j104v45n01_05.

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Studwell, William E., and David A. Hamilton. "LC Subject Headings for Career Materials:." Reference Librarian 16, no. 36 (April 15, 1992): 33–39. http://dx.doi.org/10.1300/j120v16n36_04.

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Browne, Glenda. "Scope notes for LISA subject headings." Online Review 16, no. 1 (January 1992): 3–16. http://dx.doi.org/10.1108/eb024386.

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Likins, John R. "Subject Headings, Silly, American-20th Century-." Technical Services Quarterly 2, no. 1-2 (August 29, 1985): 3–11. http://dx.doi.org/10.1300/j124v02n01_02.

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Smith, Misty. "Essential Library of Congress Subject Headings." Technical Services Quarterly 29, no. 4 (October 2012): 355–56. http://dx.doi.org/10.1080/07317131.2012.705761.

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Robare, Lori. "Essential Library of Congress Subject Headings." Cataloging & Classification Quarterly 52, no. 4 (April 24, 2014): 457–60. http://dx.doi.org/10.1080/01639374.2014.895597.

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40

Price, Harry, Richard P. Smiraglia, Perry Bratcher, Jennifer Smith, and Jeanette M. Drone. "Music Subject Headings. Compiled from Library of Congress Subject Headings by Perry Bratcher and Jennifer Smith." Notes 47, no. 4 (June 1991): 1179. http://dx.doi.org/10.2307/941667.

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41

Stevens, Kerrie. "Collection development categories; New and altered LC subject headings; New ABN subject headings; Religion Index Two." ANZTLA EJournal, no. 4 (March 19, 2019): 20–22. http://dx.doi.org/10.31046/anztla.v0i4.747.

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42

Litvinova, N. N. "The thematic structure of multidisciplinary license collections of periodicals: supply and demand." Bibliosphere, no. 2 (June 30, 2017): 7–11. http://dx.doi.org/10.20913/1815-3186-2017-2-7-11.

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The article analyses the subject structure of four large licensed journal collections of foreign publishers available for many Russian libraries due to the national subscription program financed by the Ministry of Education and Science of the Russian Federation. Priority subjects are described in terms of Web of Science Core Collection subject headings and by Organization of Economic Cooperation and Development second level rubrics. It introduces a method to assess using these collections (uploading articles from them) by subject headings. Comparing subjects offered in collections and article downloads indexed by these subjects allow to make informed decisions on changes in the library acquisition profile
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43

KimJeonghyen. "A Comparative Analysis of Subject Headings Related to Korean Border in the Subject Headings of Major Countries." Journal of Korean Library and Information Science Society 44, no. 2 (June 2013): 217–39. http://dx.doi.org/10.16981/kliss.44.2.201306.217.

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44

Peterson, Elaine. "Patron Preferences for Folksonomy Tags: Research Findings When Both Hierarchial Subject Headings and Folksonomy Tags Are Used." Evidence Based Library and Information Practice 4, no. 1 (March 8, 2009): 53. http://dx.doi.org/10.18438/b8wp60.

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Objective: With the emergence of folksonomy as an option for subject tagging, discussions have ensued about the costs and benefits of continuing to construct and apply traditional subject headings, given that patrons now can generate their own tags. To date, there are very few databases that allow both systems to coexist. Methods: Within the full text ETD (Electronic Theses and Dissertations) database at Montana State University, both traditional, hierarchical subject headings and patron applied tags are allowed. Patrons are encouraged to tag and the database even features a browse tag capability and a featured ETD. After 24 months of coexistence, data was gathered and analyzed to determine patron use and preferences when given the option of adding their own tags. Results: Very few patrons take advantage of adding their own tags. After 2 years, only 2.5 percent of the ETDs have acquired folksonomy tags. A gradual replacement of LCSH headings by patron tags has not occurred. Conclusions: The main preference for patron-generated tags can be characterized as very narrow in application and in general would have been disallowed under a traditional library subject heading scheme. Despite the low usage, the folksonomy tags are a positive focal point and have generated collaboration within the database.
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Mikheeva, S. Yu. "Development of an authoritative file of subject headings." Proceedings of SPSTL SB RAS, no. 2 (July 15, 2021): 53–59. http://dx.doi.org/10.20913/2618-7575-2021-2-53-59.

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At present, the formation of authoritative files system is an obligatory condition for organizing and managing electronic catalogues of large scientific libraries. SPSTL SB RAS is managing its own authoritative file of subject headings, the work on which began in 2008, and is actual until today.The paper describes the results of creating and managing an authoritative file of subject headings of SPSTL SB RAS in the period of 2011 – 2020: the history of the file creation is mentioned; the importance of linguistic support of the electronic catalogue for conducting information search is marked; the necessity for analyzing the current state of affairs and evaluating the authoritative file quality is pointed out.The analysis is based on the results of implementing the statement of work for creating the authoritative file; the program of step-by-step works is reproduced and the results of accomplishing each stage, the complexity of the tasks are evaluated.The article indicates the need to edit subject headings in accordance with the requirements of the method of objectification; to pair information search languages: library and bibliographic indices of classification and subject headings. It also indicates the problem of filling the authoritative file with new subject headings, reveals the necessity of checking the vocabulary by alphabetical index. The conclusion forms the notion about the current state of the authoritative file, the terms of work on implementing the statement of work. The main problem of completing the creation of an authoritative file of subject headings of SPSTL SB RAS is indicated; ways to solve this problem are suggested.
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Studwell, William E. "Why Not an "AACR" for Subject Headings?" Cataloging & Classification Quarterly 6, no. 1 (December 3, 1985): 3–9. http://dx.doi.org/10.1300/j104v06n01_02.

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Romano, Lisa. "Using Medical Subject Headings (MeSH) in Cataloging." Technical Services Quarterly 35, no. 2 (January 29, 2018): 217–19. http://dx.doi.org/10.1080/07317131.2018.1425351.

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48

Sartor, Maureen A., Alex Ade, Zach Wright, David States, Gilbert S. Omenn, Brian Athey, and Alla Karnovsky. "Metab2MeSH: annotating compounds with medical subject headings." Bioinformatics 28, no. 10 (April 6, 2012): 1408–10. http://dx.doi.org/10.1093/bioinformatics/bts156.

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49

Colby, Michael. "Library of Congress Subject Headings: Online Training." Cataloging & Classification Quarterly 55, no. 7-8 (September 13, 2017): 667–68. http://dx.doi.org/10.1080/01639374.2017.1358231.

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Dassa, Rebecca. "Subject Headings of Interest to Judaica Librarians." Judaica Librarianship 4, no. 1 (December 31, 1988): 40–45. http://dx.doi.org/10.14263/4/1988/1033.

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