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An association-based method for automatic indexing with a controlled vocabulary

Christian Plaunt, Barbara A. Norgard
1998 Journal of the American Society for Information Science  
In this article, we describe and test a two-stage algo-cords 1 and the assigned indexing (subject headings) of a rithm based on a lexical collocation technique which large set of human-indexed catalog  ...  subject graphic records (authors, titles, subjects, abstracts) and headings to a document based on the clues contained "collocates" (associates) them with manually-assigned in that document.  ...  Ranking documents with a thesaurus. multiple database environments.'' Journal of the American Society for Information Science, 40, 304-310. Robertson, S., Rijsbergen, C. V., & Porter, M. (1981).  ... 
doi:10.1002/(sici)1097-4571(199808)49:10<888::aid-asi5>;2-z fatcat:xdoyefubqjd73meackdrdchbl4

The Semantic Network Service - Supporting Heterogeneous Environmental Information Systems

Matthias Menger, Maria Rüther
2006 International Conference on Dublin Core and Metadata Applications  
SNS offers the possibility to share controlled environmental vocabulary and to boost the search & retrieval performance of environmental information systems.  ...  The controlled vocabulary shared by SNS is based on three main components: an environmental thesaurus, a national gazetteer and an environmental chronicle.  ...  The benefit of sharing harmonized vocabularies for indexing data resources with metadata and for a better search and retrieval performance is evident.  ... 
dblp:conf/dc/MengerR06 fatcat:54ueyt52ava5tdr64mg7qy5yje

Automatically infer subject terms and documents associations through text mining

Kun Lu, Jin Mao
2013 Proceedings of the American Society for Information Science and Technology  
In this study, we propose a method to automatically infer the associations between subject terms and documents through text mining.  ...  Existing subject index systems generally produce binary outcomes on whether assigning an indexing term or not, which does not sufficiently reflect to which extent the indexing terms are associated with  ...  The purpose of this study is to propose an automatic approach to infer the associations between MeSH terms and documents based on text mining algorithms.  ... 
doi:10.1002/meet.14505001133 fatcat:xlcwpnrklrev3lm6bybcwgwdea

The automation of subject indexing at ZBW

Anna Kasprzik
2019 Zenodo  
Subject indexing, i.e., the enrichment of metadata records for textual resources with descriptors from a controlled vocabulary, is one of the core activities of libraries.  ...  for the future.  ...  (e.g., author keywords) with the controlled vocabulary on a string basis• classification of documents into subject areas via mappings of vocabularies and classifications Relevance of machine learning  ... 
doi:10.5281/zenodo.3516018 fatcat:l2gltyrg55cknnkvatfh62ixhi

Conception Of A Workflow For The Semi-Automatic Construction Of A Thesaurus For The German Printing Industry

Anette Siebenkäs, Bernd Markscheffel
2015 Zenodo  
During the BMWI granted project "Print-IT", the need of a thesaurus based uniform and consistent language for the German printing industry became evident.  ...  In this paper we introduce a semi-automatic construction approach for such a thesaurus and present a workflow which supports users to generate thesaurus typical information structures from relevant digitalized  ...  Acknowledgments We like to thank PROGRIS for the MIDOSThesaurus licence use. All translations of citations from German books were done by the authors.  ... 
doi:10.5281/zenodo.17945 fatcat:oxxedv4lknawte3nvj74vat5lu

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  
consistent in subject assignment from controlled vocabulary lists.  ...  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  ...  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 of Arizona MIS Department for  ... 
doi:10.1145/276675.276682 dblp:conf/dl/ChungPS98 fatcat:inszgby2grfq5j34vaalesf6f4

Descriptor-Invariant Fusion Architectures for Automatic Subject Indexing

Martin Toepfer, Christin Seifert
2017 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL)  
Documents indexed with controlled vocabularies enable users of libraries to discover relevant documents, even across language barriers.  ...  Our ndings can help researchers and practitioners in digital libraries to choose appropriate methods for automatic indexing.  ...  Research in the eld of automatic indexing with controlled vocabularies can be broadly categorized into lexical and associative approaches.  ... 
doi:10.1109/jcdl.2017.7991557 dblp:conf/jcdl/ToepferS17 fatcat:rmfn6hkv4bdhdjhyhki7rsy72q

Automatic construction of navigable concept networks characterizing text databases [chapter]

Claudio Carpineto, Giovanni Romano
1995 Lecture Notes in Computer Science  
Given any collection of texts, we first automatically extract a set of index terms describing each text.  ...  Next, we use a particular lattice conceptual clustering method to build a network of clustered texts whose nodes are described using the index terms.  ...  and maintainance by an information center of a controlled indexing and retrieval vocabulary..  ... 
doi:10.1007/3-540-60437-5_7 fatcat:hbq3nhzrcbednmbvnlrap5otg4

Thesaurus based automatic keyphrase indexing

Olena Medelyan, Ian H. Witten
2006 Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries - JCDL '06  
We propose a new method that enhances automatic keyphrase extraction by using semantic information on terms and phrases gleaned from a domain-specific thesaurus.  ...  They help organize material based on content, provide thematic access, represent search results, and assist with navigation.  ...  The goal is to develop an automatic indexing method that is as consistent with a group of indexers as they are amongst each other.  ... 
doi:10.1145/1141753.1141819 dblp:conf/jcdl/MedelyanW06a fatcat:3kgsw6yeyrgxffuifl4wwc3qnq

Page 119 of SRELS Journal of Information Management Vol. 30, Issue 3 [page]

1993 SRELS Journal of Information Management  
vocabulary control; Terms extracted from the text. but with some vocabulary control; Terms which may not directly form part of a text, but which are equivalent to what is given in vocabulary control device  ...  Automatic methods of classifving docu- ments: determining measures Of Cocument based upon word content. textual proximity, plus specifying mathematical procedures for computing the probability of a document  ... 

Review of Indexing Techniques Applied in Information Retrieval

Najmus Saher Shah
2016 Pakistan Journal of Engineering Technology & Science  
A review of indexing<span> techniques, both human and automatic indexing has been done<span> in this paper.  ...  Accepting the need of automatic<span> indexing in a possible replacement to manual indexing, studies<span> in the development of automatic indexing tools must continue<br /><br class="Apple-interchange-newline  ...  MeSH is an arrangement of controlled set of keywords used for indexing the citations of MEDLINE. NLM currently use MTI( medical text Indexer) system which is based on vocabulary-based methods.  ... 
doi:10.22555/pjets.v5i1.324 fatcat:ou4nea3g5jfvnfqdpvs262yygu

Disclosing ambiguous gene aliases by automatic literature profiling

Roney S Coimbra, Dana E Vanderwall, Guilherme C Oliveira
2010 BMC Genomics  
The present work describes an original method for automatically assessing the ambiguity levels of gene aliases in large gene terminologies based exclusively in the content of their associated literature  ...  Aliases of a gene share a common vocabulary in their respective collections of PubMed abstracts. This may be true even when these aliases are not associated with the same subset of documents.  ...  Reisdorf for critical review of this manuscript. RSC is a research fellow of CDTS-FIOCRUZ / CAPES-Brazil. This work was supported by FAPEMIG grant CBB-1181/08 and NIH-Fogarty grant TW007012.  ... 
doi:10.1186/1471-2164-11-s5-s3 pmid:21210969 pmcid:PMC3045796 fatcat:hysrijwyyzhfdp2x6nxpf3s6me

Fusion architectures for automatic subject indexing under concept drift

Martin Toepfer, Christin Seifert
2018 International Journal on Digital Libraries  
Indexing documents with controlled vocabularies enables a wealth of semantic applications for digital libraries.  ...  Due to the rapid growth of scientific publications, machine learning based methods are required that assign subject descriptors automatically.  ...  Moreover, we would also like to thank the indexing experts of the ZBW for valuable discussions and their support in gathering data for the experiments.  ... 
doi:10.1007/s00799-018-0240-3 fatcat:esoeclykxbc57jhf6lelztip3i

Automatically assigning research methods to journal articles in the domain of social sciences

Judith Eckle-Kohler, Tri-Duc Nghiem, Iryna Gurevych
2013 Proceedings of the American Society for Information Science and Technology  
Our best system is able to assign the important research methods empirical and quantitative empirical with F-scores of 0.67 and 0.68.  ...  We investigate the automatic assignment of research methods to journal articles from the domain of Social Sciences.  ...  The method terms to be assigned are given as a controlled vocabulary 5 which is used as a guideline document by the indexers. Three facets are used to categorize the controlled vocabulary.  ... 
doi:10.1002/meet.14505001049 fatcat:e5rbzoedjzg5xbwxxhdwtjsige

Alleviating search uncertainty through concept associations: Automatic indexing, co-occurrence analysis, and parallel computing

Hsinchun Chen, Joanne Martinez, Amy Kirchhoff, Tobun D. Ng, Bruce R. Schatz
1998 Journal of the American Society for Information Science  
This is due, in large part, to the indeterminject filtering and automatic indexing method, and the ism involved in the process by which information is inother based on automatic indexing only, were compared  ...  dexed, and to the latitude searchers have in expressing a with the human-generated INSPEC subject thesaurus. query.  ...  the combined methods compared with 36 hours using automatic indexing only.  ... 
doi:10.1002/(sici)1097-4571(199803)49:3<206::aid-asi3>;2-k fatcat:mr3l4lsnizezzprbosi23gxiby
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