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Authors: Erika Nazaruka and Jānis Osis

Affiliation: Riga Technical University, Latvia

Keyword(s): Natural Language Processing Tools, Topological Functioning Model, Computation Independent Model, Domain Modelling.

Abstract: Topological Functioning Modelling (TFM) is based on analysis of exhaustive verbal descriptions of the domain functionality. Manual acquisition of knowledge about the domain from text in natural language requires a lot of resources. Natural Language Processing (NLP) tools provide automatic analysis of text in natural language and may fasten and make cheaper this process. First, the knowledge, its expressing elements of the English language, and processing tasks that are required for construction of the topological functioning model are identified. The overview of the support of these tasks by the main NLP pipelines is based on the available documentation without performing practical experiments. The results showed that among the selected six NLP pipelines the largest support comes from the Stanford CoreNLP toolkit, FreeLing, and NLTK toolkit. They allow analysing not only the words and sentences, but also dependencies in word groups and between sentences. The obtained results can be u sed for academics and practitioners that perform research on NLP for composition of domain (business, system, software) models. (More)

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Paper citation in several formats:
Nazaruka, E. and Osis, J. (2018). Determination of Natural Language Processing Tasks and Tools for Topological Functioning Modelling. In Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering - MDI4SE; ISBN 978-989-758-300-1; ISSN 2184-4895, SciTePress, pages 501-512. DOI: 10.5220/0006817205010512

@conference{mdi4se18,
author={Erika Nazaruka. and Jānis Osis.},
title={Determination of Natural Language Processing Tasks and Tools for Topological Functioning Modelling},
booktitle={Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering - MDI4SE},
year={2018},
pages={501-512},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006817205010512},
isbn={978-989-758-300-1},
issn={2184-4895},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering - MDI4SE
TI - Determination of Natural Language Processing Tasks and Tools for Topological Functioning Modelling
SN - 978-989-758-300-1
IS - 2184-4895
AU - Nazaruka, E.
AU - Osis, J.
PY - 2018
SP - 501
EP - 512
DO - 10.5220/0006817205010512
PB - SciTePress

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