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Building frame-based corpus on the basis of ontological domain knowledge

He Tan, Rajaram Kaliyaperumal, Nirupama Benis
2011 Workshop on Biomedical Natural Language Processing  
Corpus development has been very expensive and time-consuming. In this paper we propose a method for building frame-based corpus on the basis of domain knowledge provided by ontologies.  ...  We believe that ontologies, as a structured and semantic representation of domain knowledge, can instruct and ease the tasks in building the corpora.  ...  Acknowledgement We acknowledge the financial support of the Center for Industrial Information Technology (CENIIT) and the foundation Stiftelsen Olle Engkvist Byggmästare.  ... 
dblp:conf/bionlp/TanKB11 fatcat:fdzzjsckynhohc76nnkwurpliu

A System for Building FrameNet-like Corpus for the Biomedical Domain

He Tan
2014 Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis (Louhi)  
In our previous work, we proposed a method for building FramenNet-like corpus for the area using domain knowledge provided by ontologies.  ...  In this paper, we present a framework for supporting the method and the system which we developed based on the framework.  ...  The System We have developed a system based on the framework for building FrameNet-like corpus using domain ontologies.  ... 
doi:10.3115/v1/w14-1107 dblp:conf/acl-louhi/Tan14 fatcat:sgmtwkwxy5hnlooabu6j23cl5q

Ontology Based Corpus Annotation and Tools

Tomoko Ohta, Yuka Tateisi, Jin-Dong Kim, Hideki Mima, Jun'ichi Tsujii
2001 Genome Informatics Series  
In the tag selection frame, a tag-set based on ontology defined by using TagEdit is shown as a concept hierarchy.  ...  The current corpus is also used to gain the knowledge of how the tagged names are related to each other and other names, in order to enhance the ontology and to build the scheme for annotating more rich  ... 
doi:10.11234/gi1990.12.469 fatcat:m72t3yajsfguzbmwhmvtlyew2y

Extending FrameNet to Machine Learning Domain

Piotr Jakubowski, Agnieszka Lawrynowicz
2016 Extended Semantic Web Conference  
We have bootstrapped the process of (manual) frame creation by text mining on the set of 1293 articles from the Machine Learning Journal from about 100 volumes of the journal.  ...  We bridge the gap between linguistics analysis and formal ontologies by typing the frame elements with semantic types from the DMOP domain ontology.  ...  Acknowledgments This research has been supported by the National Science Centre, Poland, within the grant number 2014/13/D/ST6/02076.  ... 
dblp:conf/esws/JakubowskiL16 fatcat:byptpofg4zg4zf7kmvwvrre5na

Functional Representation of Technical Artefacts in Ontology-Terminology Models

Laura Giacomini, Michael Wagner
2019 International Conference on Language, Data, and Knowledge  
We present a model for a function-based description which enables direct interfacing of ontological properties and terminology, and which was developed in the context of a project on term variation in  ...  Starting from related research in the field of knowledge engineering, we introduce the components of the ontological function macrocategory and discuss the implementation of the model in lemon.  ...  in buildings, subsequently using the ontology as a knowledge base for a technical e-dictionary.  ... 
doi:10.4230/oasics.ldk.2019.5 dblp:conf/ldk/Giacomini19 fatcat:kdliy5kyffhxbam4uz27mygtqy

Specialized Corpora Processing with Automatic Extraction Tools

Yuliya Goncharova, Beatriz Sánchez Cárdenas
2013 Procedia - Social and Behavioral Sciences  
The experimental analysis was carried out with a domain-specific corpus in English of approximately 500,000 tokens composed of dissertations and scientific articles in the domain of Volcanology.  ...  This research describes a protocol for specialized corpus analysis using natural language processing (NLP) tools to define semantic hierarchies of verbs in the specialized domain of Volcanology.  ...  We are grateful to the Faculty of Languages and Applied Human Sciences of the Strasbourg University for the possibility to present our work at the V International Conference on Corpus Linguistics (CILC2013  ... 
doi:10.1016/j.sbspro.2013.10.650 fatcat:mviyd3lsyva2nejtubo3kvoiy4

Towards an Architecture of Ontological Components for the Semantic Web

Nesrine Ben Mustapha, Marie-Aude Aufaure, Hajer Baazaoui Zghal
2006 International Conference on Advanced Information Systems Engineering  
At least, we detail the incremental construction of the domain ontology component and we present the general conceptual model associated to it.  ...  Then, our architecture of ontological components for the Semantic web is defined, in order to improve knowledge discovery from the web.  ...  We first focus on the automation of the domain ontology construction. Then, we will implement the other ontological components. The final goal is to build a knowledge web base on a specific domain.  ... 
dblp:conf/caise/MustaphaAB06 fatcat:c7wsnvw7zjdsrcs3fl7cxg6jla

A Model-Driven Approach of Ontological Components for On-line Semantic Web Information Retrieval

Hajer Baazaoui Zghal, Marie-Aude Aufaure, Nesrine Ben Mustapha
2007 Journal of Web Engineering  
Ontologies specify the knowledge shared by a community of a target domain in an explicit and formal way. The present work deals with the problem of ontology construction for the Semantic Web.  ...  The implementation and the experimentation of the proposition were achieved by the development of a framework, called "OntoCoSemWeb" and an On-Line Information Retrieval tool using the generated ontologies  ...  The final goal is to build a knowledge Web base on a specific domain. This approach is not domain-dependant. A case study is described in this paper.  ... 
dblp:journals/jwe/ZghalAM07 fatcat:rffmi3crevdh5njfl6nxtur6ia

ASSORTMENT OF ONTOLOGIES USEFUL IN NATURAL LANGUAGE PROCESSING

Goonjan Jain .
2016 International Journal of Research in Engineering and Technology  
Different knowledge bases or ontologies are available that help us capture different aspects of natural language.  ...  But to the very core, each ontology offer a certain kind of knowledge supporting its underlying principle like common sense knowledge, knowledge about purpose of an artifact etc.  ...  may vary based on the usage of the predicate: This hand annotated corpus in the form of PropBank is useful in development of better domain-independent language understanding systems.  ... 
doi:10.15623/ijret.2016.0506061 fatcat:qwndzio6c5apjn54tq56oxj53e

The process of constructing ontological meaning based on criminal law verbs

Ángel Felices Lago
2016 CIRCULO de linguistica aplicada a la comunicacion  
When working within the context of this knowledge base, this means that linguists will build one Lexicon, one Morphicon and one Grammaticon for each of the languages implemented in the knowledge base,  ...  In this respect, this ontological construction based on the COHERENT methodology may contribute to a new perspective of analysis in the field of legal ontology building.  ... 
doi:10.5209/rev_clac.2016.v65.51983 fatcat:lqbhwfb5rrbwhhwkbftyn6iylu

Building Large Lexicalized Ontologies from Text: A Use Case in Automatic Indexing of Biotechnology Patents [chapter]

Claire Nédellec, Wiktoria Golik, Sophie Aubin, Robert Bossy
2010 Lecture Notes in Computer Science  
This paper presents a tool, TyDI, and methods experimented in the building of a termino-ontology, i.e. a lexicalized ontology aimed at fine-grained indexation for semantic search applications.  ...  TyDI provides facilities for knowledge engineers and domain experts to efficiently collaborate to validate, organize and conceptualize corpus extracted terms.  ...  The authors acknowledge of TyDI development by Frédéric Papazian. They also thank Bernard Teyssendier, the domain expert for his contribution to the New Plant ontology.  ... 
doi:10.1007/978-3-642-16438-5_41 fatcat:bkex7n4pdzgd7npnmttprifw3i

Extraction of common conceptual components from multiple ontologies [article]

Luigi Asprino, Valentina Anita Carriero, Valentina Presutti
2021 arXiv   pre-print
The method is applied to two corpora of ontologies in the Cultural Heritage and Conference domain, respectively.  ...  Understanding large ontologies is still an issue, and has an impact on many ontology engineering tasks.  ...  This work has been enabled by the H2020 Project Polifonia: a digital harmoniser for musical heritage knowledge funded by the European Commission Grant number 101004746.  ... 
arXiv:2106.12831v2 fatcat:vchzd3eidzfr7gnjch7mn2sjku

Research on Text Mining Based on Domain Ontology [chapter]

Jiang Li-hua, Xie Neng-fu, Zhang Hong-bin
2014 IFIP Advances in Information and Communication Technology  
The author discusses the text mining methods based on ontology and puts forward text mining model based on domain ontology.  ...  Ontology structure is built firstly and the "concept-concept" similarity matrix is introduced, then a conception vector space model based on domain ontology is used to take the place of traditional vector  ...  on Domain Ontology Combined with text mining and domain ontology, the text mining model based on domain ontology is put forward.  ... 
doi:10.1007/978-3-642-54341-8_38 fatcat:x6py6tmzmzcvhnv74hzw3tyb7i

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

Sebastian Walter, Christina Unger, Philipp Cimiano
2013 Lecture Notes in Computer Science  
While there are many large knowledge bases (e.g.  ...  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.  ...  Acknowledgment This work has been funded by the European Union's Seventh Framework Programme (FP7-ICT-2011-SME-DCL) under grant agreement number 296170 (PortDial).  ... 
doi:10.1007/978-3-642-38824-8_9 fatcat:fzcsl6g3fvfa5ksuxmx6nrjopu

Knowledge Acquisition in the construction of ontologies: a case study in the domain of hematology

Fabrício Mendonça, Kátia Coelho, André Queiroz de Andrade, Mauricio Barcellos Almeida
2012 International Conference on Biomedical Ontology  
The methodological steps are tested in a real case of knowledge acquisition in the domain of the human blood.  ...  We hope to contribute to the improvement of knowledge acquisition for the representation of scientific knowledge in ontologies.  ...  This is because the refinement stage is based on the premise of connection to top-level ontologies.  ... 
dblp:conf/icbo/MendoncaCAA12 fatcat:55rnctr275empgdnabreenbuiu
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