Evaluating Term Extraction Methods for Domain Analysis

Evaluating Term Extraction Methods for Domain Analysis

This study compared the vocabularies created by various domain experts and the source documents selected by them to create the vocabulary. The results indicate that there is similarity among the vocabularies created and the source documents selected. Also, the relationship between the overlap scores...

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Bibliographic Details
Main Author: Nemallapudi, Chaitanya
Other Authors: Computer Science
Format: Others
Published: Virginia Tech 2014
Subjects:
Term extraction
Vocabulary
Overlap
Domain engineering
DARE
Online Access:http://hdl.handle.net/10919/34588
http://scholar.lib.vt.edu/theses/available/etd-08162010-221748/
id ndltd-VTETD-oai-vtechworks.lib.vt.edu-10919-34588
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spelling ndltd-VTETD-oai-vtechworks.lib.vt.edu-10919-345882020-09-26T05:37:55Z Evaluating Term Extraction Methods for Domain Analysis Nemallapudi, Chaitanya Computer Science Frakes, William B. Chen, Ing-Ray Kulczycki, Gregory W. Term extraction Vocabulary Overlap Domain engineering DARE This study compared the vocabularies created by various domain experts and the source documents selected by them to create the vocabulary. The results indicate that there is similarity among the vocabularies created and the source documents selected. Also, the relationship between the overlap scores of vocabularies created and overlap scores of source documents selected was tested and it was observed that no significant relation exists between them. In addition, the variability of the overlap scores of the vocabularies generated automatically to the variability of the overlap scores of those produced manually by domain experts was evaluated. The results suggested that these vocabularies are significantly different from each other. Master of Science 2014-03-14T20:43:36Z 2014-03-14T20:43:36Z 2010-08-02 2010-08-16 2010-09-02 2010-09-02 Thesis etd-08162010-221748 http://hdl.handle.net/10919/34588 http://scholar.lib.vt.edu/theses/available/etd-08162010-221748/ VT_Fair_Use_Analysis_Results_Table_1.pdf IRB_Certification.pdf Chaitanya_N_T_2010.pdf VT_Fair_Use_Analysis_Results_Figure_2.pdf In Copyright http://rightsstatements.org/vocab/InC/1.0/ application/pdf application/pdf application/pdf application/pdf Virginia Tech
collection NDLTD
format Others
sources NDLTD
topic Term extraction
Vocabulary
Overlap
Domain engineering
DARE
spellingShingle Term extraction
Vocabulary
Overlap
Domain engineering
DARE
Nemallapudi, Chaitanya
Evaluating Term Extraction Methods for Domain Analysis
description This study compared the vocabularies created by various domain experts and the source documents selected by them to create the vocabulary. The results indicate that there is similarity among the vocabularies created and the source documents selected. Also, the relationship between the overlap scores of vocabularies created and overlap scores of source documents selected was tested and it was observed that no significant relation exists between them. In addition, the variability of the overlap scores of the vocabularies generated automatically to the variability of the overlap scores of those produced manually by domain experts was evaluated. The results suggested that these vocabularies are significantly different from each other. === Master of Science
author2 Computer Science
author_facet Computer Science
Nemallapudi, Chaitanya
author Nemallapudi, Chaitanya
author_sort Nemallapudi, Chaitanya
title Evaluating Term Extraction Methods for Domain Analysis
title_short Evaluating Term Extraction Methods for Domain Analysis
title_full Evaluating Term Extraction Methods for Domain Analysis
title_fullStr Evaluating Term Extraction Methods for Domain Analysis
title_full_unstemmed Evaluating Term Extraction Methods for Domain Analysis
title_sort evaluating term extraction methods for domain analysis
publisher Virginia Tech
publishDate 2014
url http://hdl.handle.net/10919/34588
http://scholar.lib.vt.edu/theses/available/etd-08162010-221748/
work_keys_str_mv AT nemallapudichaitanya evaluatingtermextractionmethodsfordomainanalysis
_version_ 1719342771153666048

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