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Contributing Evidence to Data-driven Ontology Evaluation - Workflow Ontologies Perspective
english
2013
Proceedings of the International Conference on Knowledge Engineering and Ontology Development
english
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This evaluation methodology is then evaluated through statistical means particularly the Kruskal-Wallis test and further post hoc testing using the Mann-Whiteny U test. ...
The key phrases that were used to search for content are: Workflow modelling, Business Process modelling, Workflow modelling languages, Business process modelling languages. ...
Corpus Definition and Distance Measure The ontologies considered in this paper pertain to the concept of workflow. ...
doi:10.5220/0004543602070213
dblp:conf/ic3k/HlomaniS13
fatcat:5xzjbruc5bcotmc4dwgnjjrpsa
Selecting level-specific specialized vocabulary using statistical measures
2006
System (Linköping)
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We conclude that these statistical measures are effective tools for identifying multi-level specialized vocabulary for pedagogical purposes. ...
school textbook vocabulary coverage, and that these measures produced level-specific words; i.e., beginning-level basic business words were identified using Cosine and the complimentary similarity measure ...
Acknowledgements This study was funded by a Grant-in-aid for Scientific Research (No. 17520401) from the Japan Society for the Promotion of Science and Ministry of Education, Science, Sports and Culture ...
doi:10.1016/j.system.2005.12.003
fatcat:v4qf2ckf5rcvhjx7kjufgoby3i
A Corpus Based Approach to Build Arabic Sentiment Lexicon
2019
International Journal of Information Engineering and Electronic Business
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The use of similarity measures depends on the fact that the words that are appearing in the same context will have similar polarity. ...
To achieve this, we proposed a graph propagation algorithm and compared different similarity measures. The lexicon was evaluated using a manually annotated list of terms. ...
Corpus Statistic ((The documents in our corpus are drawn from booking.com) Copyright © 2019 MECS
I.J. ...
doi:10.5815/ijieeb.2019.06.03
fatcat:pvao5fxt7bd5jn7revybhzwhva
Arabic Documents Classification by a Radial Basis Hybridization
2021
International Journal of Mathematical Models and Methods in Applied Sciences
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We proceed in fact by the calculation of similarity between words using an hybridization of NGRAMs-OKAPI statistical measures and a kernel function in order to identify relevant descriptors. ...
Terminological resources such as graphs and semantic dictionaries are integrated into the system to improve the indexing and the classification processes. ...
as a measure of similarity. ...
doi:10.46300/9101.2021.15.18
fatcat:6t6y6tlkafc7zihhu3ob2ase6y
Finding model through latent semantic approach to reveal the topic of discussion in discussion forum
2019
Education and Information Technologies : Official Journal of the IFIP technical committee on Education
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The model proposes a complete step to reveal the topic of discussion from a thread in a discussion forum, consisting of the pre-processing text document, corpus classification and finding a topic. ...
The reason for using several course subjects is to observe consistency of the model. ...
The corpus classification groups documents based on similarity words. This output is then used in third process, i.e. finding topic. ...
doi:10.1007/s10639-019-09901-7
fatcat:chvsgpt2yzej3p4x7vb36eg3um
Enhancing Focus Topic Findings of Discussion Forum through Corpus Classifier Algorithm
2019
International journal of recent technology and engineering
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In preparing the paper, the methods used were PLSA and the classifying process, which classifies the documents to become a corpus based on the similarity word approach. ...
The performance of the result was measured by the f-measure, which was calculated for each thread subject. ...
For the most part, the documents were written in the Indonesian language, but some words were English, and some words were abbreviations, such as IT for Information Technology or BP for Business Process ...
doi:10.35940/ijrte.b2166.078219
fatcat:a3fnk7jstvbgfgpanc7s3gqdki
Comparison Latent Semantic and WordNet Approach for Semantic Similarity Calculation
[article]
2011
arXiv
pre-print
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In this aper, we will evaluate latent semantic and WordNet approach to calculate semantic similarity. ...
For example, word 'bank' has meaning as economic institution for economy domain, but for ecology domain it will be defined as slope of river or lake. ...
There are some approach for semantic similarity calculation, for example manual, statistic, latent semantic and WordNet. Semantic similarity is a study about semantic relationship. ...
arXiv:1105.1406v1
fatcat:w3dao2dmirfy5by5vxjav2sfoy
ARABIC TEXT CLASSIFICATION USING NEW STEMMER FOR FEATURE SELECTION AND DECISION TREES
2017
Journal of Engineering Science and Technology
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The f-measure was 92.9% in sport category and 89.1% in business category. ...
In order to evaluate the performance of the classifier, this study used a corpus that consists of 5070 documents independently classified into six categories: sport, entertainment, business, Middle East ...
Table 6 shows the recall measure for the sport, entertainment, business, Middle-East, switch, and world categories. ...
doaj:619ebce8382a41c2bd6efbc0e551bb0f
fatcat:jbor6fcknzavzexxessitttnki
CVS
2002
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02
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statistical significance. ...
The results demonstrate that corpus based smoothing can be used for query expansion by term clustering. ...
The authors would like to thank Jianchang Mao for his support of this study and for providing valuable feedback on an early draft of the manuscript. ...
doi:10.1145/775047.775115
dblp:conf/kdd/ChungC02
fatcat:47x2yk2iqzfgpkbiitb73bcony
A Survey on Similarity Measures in Text Mining
2016
Machine Learning and Applications An International Journal
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The similarity measure process in text mining can be used to identify the suitable clustering algorithm for a specific problem. ...
This difference is often measured by similarity measure such as Euclidean distance, Cosine similarity etc. ...
Figure 2 shows the Corpus-Based similarity measures. A Corpus is a large collection of texts and it is used for language research. ...
doi:10.5121/mlaij.2016.3103
fatcat:ggqyuuxdqfdkjn3zjw2h46kiuq
CVS
2002
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02
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statistical significance. ...
The results demonstrate that corpus based smoothing can be used for query expansion by term clustering. ...
The authors would like to thank Jianchang Mao for his support of this study and for providing valuable feedback on an early draft of the manuscript. ...
doi:10.1145/775107.775115
fatcat:2ak44ejh6bfobhwgcqvidpdx7y
Page 2662 of Linguistics and Language Behavior Abstracts: LLBA Vol. 29, Issue 5
[page]
1995
Linguistics and Language Behavior Abstracts: LLBA
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construction experiences, 2- stage tagging project; 9511605
phrasal verbs, natural language processing treatment, computational lexicon construction; 9511614
quantitation/measurement fundamental problems ...
integration software design, terminology issues;
1181
interactive language pedagogy, e-mail use, student collaborative proj- ects; observations; second-year university French learners; 9510127
language for ...
Innovation in the electricity sector in the age of Disruptive Technologies and renewable Energy Sources: A Bibliometric study from 1991 to 2019
2020
International Journal of Advanced Engineering Research and Science
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interface, for qualitative, quantitative and statistical data processing. ...
In tightly regulated markets, regulation has yet to find the point and balance that can foster an enabling environment for sectoral technological innovation. ...
words in the textual corpus, making the similarity analysis. ...
doi:10.22161/ijaers.72.35
fatcat:ij53c4kv25hg3cdxzgccyngn5q
Discovering contextual tags from product review using semantic relatedness
2014
Journal of Industrial and Production Engineering
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received his BS, MS, and PhD degrees in Mechanical Engineering from Chongqing University, China, in 1988China, in , 1991China, in , and 1995 ics, intelligent manufacturing, design methodology and process ...
For this purpose, a few input terms that exist in document text are selected randomly. Prior to the evaluation process, pre-15 processing tasks for MCV1 corpus are performed. ...
to medium business user… Contextually similar terms screen, adapt, wide aspect, display, size business, performance, travel, notebook, quality, design, price Input query (hits)
screen (49)
business ...
doi:10.1080/21681015.2014.895966
fatcat:53vma3dkorehhozap2gyiq6vyu
A Novel Summarization-based Approach for Feature Reduction Enhancing Text Classification Accuracy
2019
Zenodo
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The summary of every document in the corpus is taken into a new document used for the summarization evaluation process. ...
Our approach for single document summarization uses two measures for sentence similarity: the frequency of the terms in one sentence and the similarity of that sentence to other sentences. ...
PROPOSED SUMMARIZATION METHOD FOR EACH DOUMENT OF EVERY CATEGORY Our summarization method uses the concept of neighbor with the measures of statistical evaluation. ...
doi:10.5281/zenodo.3566534
fatcat:yalawpiz4feutn53ypzdo46mze
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