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Semi-automatic Ontology Engineering Using Patterns [chapter]

Eva Blomqvist
2007 Lecture Notes in Computer Science  
The proposed research focuses on a hybrid approach for ontology construction based on the methodology of case-based reasoning in combination with ontology patterns. K. Aberer et al.  ...  Ontology engineering in turn needs to be semi-automatic in order to reduce the effort and need for expertise.  ...  • How can ontology patterns be exploited in the semi-automatic ontology construction process?  ... 
doi:10.1007/978-3-540-76298-0_68 fatcat:ijlszbkjvrheppr37mmjystily

Semi Automatic Ontology Based Bilingual Information Retrieval System (Pilgrimage Tourism in South India)

S. Saraswathi, Jemibha P, Sugandhi M, Mathimozhi M, Lourdu Sophia A, A. Nagarathinam
2012 International Journal of Intelligent Systems and Applications  
In order to retrieve more relevant documents, a semi-automatic Ontology tree has been constructed. The semi automatic ontological tree uses only the English language.  ...  This paper focuses on the construction of a Semi Automatic Ontological tree in the domain of Pilgrimage Tourism in S outh India for the purpose of enhancing the efficiency in the online Information Retrieval  ...  Thus the semi automatic ontological tree for this system is constructed in XM L.  ... 
doi:10.5815/ijisa.2012.03.07 fatcat:nnp65vfwjfdcfkqilfddtlbiua

Semi-automatic Domain Ontology Construction from Spoken Corpus in Tunisian Dialect: Railway Request Information

Jihen Karoui, Marwa Graja, Mohamed Mahdi Boudabous, Lamia Hadrich Belguith
2013 International Journal of Recent Contributions from Engineering, Science & IT  
In this paper, we present a hybrid method for semi-automatic building of domain ontology from spoken dialogue corpus in Tunisian Dialect for the railway request information domain.  ...  The proposed method is based on a statistical method for term and concept extraction and a linguistic method for semantic relation extraction.  ...  Before starting PAPER SEMI-AUTOMATIC DOMAIN ONTOLOGY CONSTRUCTION FROM SPOKEN CORPUS IN TUNISIAN DIALECT: RAILWAY… pattern definition, it is necessary to form a study corpus which represents approximately  ... 
doi:10.3991/ijes.v1i1.2925 fatcat:uja5vbbxjnblbbcrxqfidvtwlu

Automatic Ontology Construction Using Text Corpora and Ontology Design Patterns (ODPs) in Alzheimer's Disease

Denis Eka Cahyani, Ito Wasito
2017 Jurnal Ilmu Komputer dan Informasi  
Fully automatic ontology construction has higher complexity, shorter time and reduces role of the expert knowledge to evaluate ontology than manual ontology construction.  ...  This research presents a fully automatic method to build bilingual domain ontology from text corpora and ontology design patterns (ODPs) in Alzheimer's disease.  ...  New term and relation in automatic ontology construction present that the ontology are more complicated than semi automatic ontology in previous research.  ... 
doi:10.21609/jiki.v10i2.374 fatcat:un6nvngzlzc5jo66fdxipjgyua

Establishing Formalized Representation of Standards for Construction Cost Estimation by using Ontology Learning

Zhe Liu, Zhiliang Ma
2015 Procedia Engineering  
In order to solve this problem, a semi-automatic approach based on the framework of cost ontology that authors established previously is proposed to establish the cost ontology by using ontology learning  ...  Then based on the corresponding relations, the approach is designed, in which concepts, relations and rules are extracted by natural language processing and domain lexical analysis to fill the framework  ...  In order to solve this problem, a semi-automatic approach based on the framework that authors established previously is proposed to establishing the cost ontology by using ontology learning technology.  ... 
doi:10.1016/j.proeng.2015.10.093 fatcat:e2m7quo5fbdwffkucli5ix4obm

The Status Quo of Ontology Learning from Unstructured Knowledge Sources for Knowledge Management [chapter]

Andreas Scheuermann, Jens Obermann
2014 IFIP Advances in Information and Communication Technology  
Ontologies constitute a basic ingredient of Knowledge Management; thus, ontology learning from unstructured knowledge sources is of particular interest since it bears the potential to bring significant  ...  This paper presents a study of state-of-the-art research of ontology learning from unstructured knowledge sources for Knowledge Management.  ...  patterns; automatic WordNet; classes and hy- ponym-hypernym relations [29] Ontology crea- tion; (primarily) NLP statistical and pattern- based techniques; semi- automatic GermaNet, WordNet;  ... 
doi:10.1007/978-3-642-54897-0_5 fatcat:wvhiuv47pre45it4s5ltffdple

Automatic ontology construction from Vietnamese text

Dai Quoc Nguyen, Dat Quoc Nguyen, Khoi Trong Ma, Son Bao Pham
2011 2011 7th International Conference on Natural Language Processing and Knowledge Engineering  
Manually constructed Ontologies often have higher quality than the ones created by automatic or semi-automatic approaches but they tend to be more applicable to small domains.  ...  In this paper, we propose a system that automatically builds Ontology from Vietnamese texts using cascades of annotationbased grammars.  ...  Ontology construction is an active research area yet challenging. Approaches to building ontologies can be broadly categorized into two types namely manual and (semi)automatic ones.  ... 
doi:10.1109/nlpke.2011.6138248 dblp:conf/nlpke/NguyenNMP11 fatcat:r3h7cbh4e5gojh7n2gkjq5jc2i

An Automatic Approach for Bilingual Tuberculosis Ontology based on Ontology Design Patterns (ODPs)

Bambang Harjito, Denis Eka Cahyani, Afrizal Doewes
2018 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
Ontology construction had higher complexity and shorter time as well as decreases the role of the expert knowledge which proof that the automatic ontology evaluation is better than manual ontology construction  ...  This research was proposed to develop methods to build automatic domain ontology bilingual in Indonesian and English by using corpus and ontology design patterns (ODPs) in tuberculosis disease.  ...  The results of automatic ontology construction were able to shorten the time when compared to the construction of ontology manually or semi-automatic that required validation of at least one-month length  ... 
doi:10.12928/telkomnika.v16i1.6587 fatcat:e6cy4i5ovvg7lib4p7r6cjssai

An Overview on Ontology Learning Tasks

Maria Josefa Somodevilla, Darnes Vilariño Ayala, Ivo Pineda
2018 Journal of Computacion y Sistemas  
The vision of ontology learning includes a number of complementary disciplines whose feed on different types of unstructured, semi-structured and fully structured data in order to support a semi-automatic  ...  Therefore, the success of the Semantic Web depends strongly on the proliferation of ontologies, which requires fast and sound ontologies engineering learning process in order to provide an efficient knowledge  ...  Acknowledgements We would like to thank our students, firstly Yuridiana Alemán, for her work on state of the art.  ... 
doi:10.13053/cys-22-1-2790 fatcat:t2dlvdhpfffk5ihhhhslqeumf4

A semi-automatic approach to construct Vietnamese ontology from online text

Bao-An Nguyen, Don-Lin Yang
2012 International Review of Research in Open and Distance Learning  
In such systems, ontology construction is one of the most important phases.  ...  Therefore, we present a support system for Vietnamese ontology construction using pattern-based mechanisms to discover Vietnamese concepts and conceptual relations from Vietnamese text documents.  ...  In English, many frameworks and plugins have been built to help users construct ontologies semi-automatically.  ... 
doi:10.19173/irrodl.v13i5.1250 fatcat:dgsofvyjbzejhla5covvernvii

ONTOPRIMA: A Prototype for Automating Ontology Population

Jawad Makki
2017 International journal of Web & Semantic Technology  
This paper presents OntoPRiMa (Ontology Population for PRIMA Project), a prototype based on a semiautomatic approach for ontology population in the domain of risk management.  ...  The prototype is based on Natural Language Processing (NLP) techniques for language processing, semantic web techniques (RDFS, RDF, Jena APIs) for knowledge modeling and representation and on domain expert's  ...  Whereas Ontology Learning refers to the process of acquiring (constructing or integrating) an ontology (semi-) automatically [4] , it consists in adding by learning new concepts and new relations to the  ... 
doi:10.5121/ijwest.2017.8401 fatcat:4vhv5lcsqndrvbwqfr2etqq6sy

Building Domain Ontologies From Relational Database Using Mapping Rules

Maruf Pasha, Abdul Sattar
2012 International Journal of Intelligent Engineering and Systems  
We have performed detailed analysis of various ontology construction techniques from relational database (RDB) based on database schema analysis (meta-data, cardinality restrictions and datatype information  ...  Therefore, we have focused on domain specific relational databases for constructing ontologies as a solution.  ...  Ontology built either from relational database using automatic or semi-automatic ontology construction or by using any ontology editor (from scratch) has attracted growing attention.  ... 
doi:10.22266/ijies2012.0331.03 fatcat:tdi5r5oq4fdupgmzinjpt54mki

A Bootstrapping Method For Automatic Constructing Of The Web Ontology Instances And Properties

Song-Il CHA
2018 Zenodo  
The machine learning methods play an important role in automatic constructing of the Web ontology.  ...  Bootstrapping technique is a semi-supervised learning method that can automatically generate many terms from the few seed terms entered by human.  ...  [12] presented a semi-automatic construction method for agricultural professional ontology from web resources.  ... 
doi:10.5281/zenodo.1343138 fatcat:tgo2yyq26bdclnv5i6asovee5e

A Corpus-Based Approach for the Induction of Ontology Lexica [chapter]

Sebastian Walter, Christina Unger, Philipp Cimiano
2013 Lecture Notes in Computer Science  
and in a semi-automatic mode in which a lexicon engineer inspected the results of the corpus-based approach, adding them to the existing lexicon if appropriate.  ...  While there are many large knowledge bases (e.g.  ...  test in fully automatic and semi-automatic mode, with fixed θ Results on training (a) and test (b) dataset.  ... 
doi:10.1007/978-3-642-38824-8_9 fatcat:fzcsl6g3fvfa5ksuxmx6nrjopu

Computer-Assisted Ontology Construction System: Focus on Bootstrapping Capabilities [chapter]

Omar Qawasmeh, Maxime Lefranois, Antoine Zimmermann, Pierre Maret
2018 Lecture Notes in Computer Science  
In this research, we investigate the problem of ontology construction in both automatic and semi-automatic approaches.  ...  We describe a functionality for ontology construction based on the bootstrapping feature. For this feature, we take advantage of large public knowledge bases.  ...  In order to improve current automatic ontology construction, we propose a functionality using publicly available knowledge bases: DBpedia, Wikidata and NELL 5 .  ... 
doi:10.1007/978-3-319-98192-5_12 fatcat:lylw3fq2ange7ijovyknbcycte
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