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A conception-based approach to automatic subject term assignment for scientific journal articles

EunKyung Chung, Samantha K. Hastings
2007 Proceedings of the American Society for Information Science and Technology  
The results of the experiment demonstrate that some semantic sources and conception-based approaches are better performers than the full text-based approach which has been dominant in TC fields.  ...  Based on the identification of semantic sources and conception-based approaches, the experiment explores the significance of individual semantic sources and conception-based approaches for the effectiveness  ...  Shawne Miksa for her insightful comments for the earlier versions of this study. We also thank Amy Eklund for editing this paper and the anonymous reviewers for their comments.  ... 
doi:10.1002/meet.1450430149 fatcat:nupc3mc3sna73bvtgnlgedsxte

Page 43 of Library & Information Science Abstracts Vol. , Issue 9 [page]

1992 Library & Information Science Abstracts  
and correction of spelling errors; an industrial system for automatic indexing of documentation; an experimental system for automatic indexing of documentation by keywords; and an experimental system  ...  The experience of GASNTI Geologiya with the automated indexing of documents is described.  ... 

A framework of automatic subject term assignment for text categorization: An indexing conception-based approach

EunKyung Chung, Shawne Miksa, Samantha K. Hastings
2010 Journal of the American Society for Information Science and Technology  
Based on the premise that subject indexing approaches or conceptions with semantic sources are important for automatic subject term assignment through TC, this study proposed an indexing conception-based  ...  The findings of this study support that incorporation of human indexers' indexing approaches or conception in conjunction with semantic sources has a positive impact on the effectiveness of automatic subject  ...  Based on the findings and the experiment results, the FIG. 4 .  ... 
doi:10.1002/asi.21272 fatcat:huhvzrantnfpxml3uqznutscla

Page 52 of Library & Information Science Abstracts Vol. , Issue 5 [page]

1994 Library & Information Science Abstracts  
Original abstract. (SE) $2 13.14 AUTOMATIC TEXT ANALYSIS AND AUTOMATIC INDEXING (cont'd) 9405398 Computer-supported content analysis: some recent developments. C. W. Roberts and R. Popping.  ...  Presents an overview of some recent developments in the clause-based content analysis of linguistic data.  ... 

IBM Research and the University of Colorado - TREC 2003 Genomics Track

Eric W. Brown, Andrew Dolbey, Lawrence Hunter
2003 Text Retrieval Conference  
We automatically generated the JuruXML queries from the test topics, with the final query generation algorithm selected based on experiments with the training data.  ...  On the training queries we were able to obtain an 11pt average precision of 0.4259. Based on these results, we submitted two runs on the test queries.  ... 
dblp:conf/trec/BrownDH03 fatcat:5ijtoxtrmbbkjdedthloeibi6a

Page 31 of Library & Information Science Abstracts Vol. , Issue 1 [page]

1993 Library & Information Science Abstracts  
Describes a technique for the automatic analysis of the content of graphical and pictorial images and the creation of indexing structures based on this analysis.  ...  Original abstract-amended. AG 13.14 AUTOMATIC TEXT ANALYSIS AND AUTOMATIC INDEXING 9300359 Automatic image indexation to support content-based retrieval. F. Rabitti and P. Savino.  ... 

Automatic phrase indexing for document retrieval

J. Fagan
1987 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '87  
An automatic phrase indexing method based on the term discrimination model is described, and the results of retrieval experiments on five document collections are presented.  ...  texts.  ...  Acknowledgments I am indebted to Gerard Salton for the advice he has provided in planning and carrying out these experiments, and for his comments on a number of drafts of this paper.  ... 
doi:10.1145/42005.42016 dblp:conf/sigir/Fagan87 fatcat:meldkgwflbc4lcjqk7het7nrpu

SISA—Automatic Indexing System for Scientific Articles: Experiments with Location Heuristics Rules Versus TF-IDF Rules

Isidoro Gil-Leiva
2017 Knowledge organization  
His main research interests are indexing, automatic indexing, controlled vocabularies and knowledge organization.  ...  Isidoro Gil-Leiva holds a PhD in library and information science and is Associate Professor in the Information Science Studies department at the University of Murcia.  ...  automatic indexing systems as well as working on getting evaluation structures of automatic indexing up and running based on the proposals of Golub et al. (2016) .  ... 
doi:10.5771/0943-7444-2017-3-139 fatcat:tfy76udpdzcqjgr2oc7tcfzkmq

Automatic subject indexing using an associative neural network

Yi-Ming Chung, William M. Pottenger, Bruce R. Schatz
1998 Proceedings of the third ACM conference on Digital libraries - DL '98  
The global growth in popularity of the World Wide Web has been enabled in part by the availability of browser based search tools which in turn have led to an increased demand for indexing techniques and  ...  The era of amateur indexers is thus upon us, and the information infrastructure needs to provide support for such indexing if search of the Net is to produce useful results.  ...  We would also like to thank Conrad Chang, Kevin Powell, Qin He, Nuala Bennett, Dan Pape, Margarita Ham, Ben Gross and Baba Buehler, and other members of the Interspace team both here and at the University  ... 
doi:10.1145/276675.276682 dblp:conf/dl/ChungPS98 fatcat:inszgby2grfq5j34vaalesf6f4

Page 65 of Library & Information Science Abstracts Vol. , Issue 2 [page]

1994 Library & Information Science Abstracts  
Offers guidelines for the automatic indexing of meeting records of the post-graduate course of the School of Library and Information Science (UFMG) based on the following stages: acquaintance with the  ...  Using single-term automatic indexing methods, the title, the abstract and the text of the article were indexed and analysed to find out the expressiveness of the title and the abstract and whether the  ... 

Page 28 of Library & Information Science Abstracts Vol. , Issue 7 [page]

1992 Library & Information Science Abstracts  
A discussion of the problems of creating a natural language list of descriptors for indexing general collections, based on the experience with French terminology by a Swiss library network.  ...  In the Ist step an automatic syntactic analysis provides linguistical knowledge about the terms of the data base. In the 2nd step this knowledge is compared by statistical similarity computation.  ... 

Growing Self Organising Map Based Exploratory Analysis Of Text Data

Sumith Matharage, Damminda Alahakoon
2014 Zenodo  
on a benchmark text corpus.  ...  A comprehensive analysis of the GSOM's capabilities as a text clustering and visualisation tool has so far not been published.  ...  EXPERIMENTAL RESULTS AND DISCUSSION This section provides a set of experiments to demonstrate the capabilities of the GSOM as an exploratory text analysis tool.  ... 
doi:10.5281/zenodo.1092386 fatcat:umwzysllercqth5onvjirkjcdq

MeSH indexing based on automatically generated summaries

Antonio J Jimeno-Yepes, Laura Plaza, James G Mork, Alan R Aronson, Alberto Díaz
2013 BMC Bioinformatics  
Summaries distill the most salient information from the full text, which might increase the coverage of automatic indexing approaches based on MEDLINE.  ...  We hypothesize that if the results were good enough, manual indexers could possibly use automatic summaries instead of the full texts, along with the recommendations of MTI, to speed up the process while  ...  Acknowledgements This work was supported in part by the Intramural Research Program of the NIH, National Library of Medicine and by an appointment of A.  ... 
doi:10.1186/1471-2105-14-208 pmid:23802936 pmcid:PMC3706357 fatcat:bfnmkkf3pjgxzhexrdc5u5vqo4

Semi-automatic indexing of full text biomedical articles

Clifford W Gay, Mehmet Kayaalp, Alan R Aronson
2005 AMIA Annual Symposium Proceedings  
This study reports on an extension of MTI to the full text of articles appearing in online medical journals that are indexed for Medline.  ...  We obtain the best results using a model consisting of the sections Results, Results and Discussion, and Conclusions together with the article's title and abstract, the captions of tables and figures,  ...  Mork for his modifications to MTI that enabled these experiments.  ... 
pmid:16779044 pmcid:PMC1560666 fatcat:o6v2r75bpvgt5p5a2ds5p6g4ri

Page 24 of SRELS Journal of Information Management Vol. 30, Issue 1 [page]

1993 SRELS Journal of Information Management  
Generation of Descriptors for Text of a Technical Paper When employing single-term index lan- guages the formation of groups of terms or classes beyond true synonyms or word forms resulted in a drop in  ...  The middle paragraphs are the dense paragraphs — they focus on the subject proper and the remaining paragraphs gradually conclude the paper. b) Automatic Indexing Automatic indexing consists of the following  ... 
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