Semantic Control for the Cybersecurity Domain

Investigation on the Representativeness of a Domain-Specific Terminology Referring to Lexical Variation
1. Auflage 2022
ISBN: 978-1-032-25080-9
Verlag: CRC Press

Buch, Englisch, 192 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 449 g

This book presents the creation of a bilingual thesaurus (Italian and English), and its conversion into an ontology system, oriented to the Cybersecurity field of knowledge term management and the identification of a replicable method over other specialized areas of study, through computational linguistics procedures, to a statistical and qualitative measurement of the terminological coverage threshold a controlled vocabulary is able to guarantee with respect to the semantic richness proper to the domain under investigation. The volume empowers readers to compile and study significant corpora documentations to support the text mining tasks and to establish a representativeness evaluation of the information retrieved. Through a description of several techniques belonging to the field of linguistics and knowledge engineering, this monograph provides a methodological account on how to enhance and update semantic monitoring tools reflecting a specialized lexicon as that of Cybersecurity to grant a reference semantic structure for domain-sector text classification tasks.

This volume is a valuable reference to scholars of corpus-based studies, terminology, ICT, documentation and librarianship studies, text processing research, and distributional semantics area of interest as well as for professionals involved in Cybersecurity organizations.

Zielgruppe

Academic and Postgraduate

Autoren/Hrsg.

Lanza, Claudia

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Geisteswissenschaften Sprachwissenschaft Semantik & Pragmatik
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit Kryptographie, Datenverschlüsselung
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Mathematik | Informatik Mathematik Algebra Zahlentheorie
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit Datensicherheit, Datenschutz
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Netzwerksicherheit

Inhaltsverzeichnis

1. Background

2. Case study: Cybersecurity domain

3. Related Works

4. Research methodology

5. Semantic tools for Cybersecurity

6. Semantic Enhancement and new perspectives

7. Conclusion



References

Thesaurus relations

Ontologies relations

Über Autor(innen)

Claudia Lanza is a Research Fellow at the University of Calabria (Italy) at the Department of Culture, Education and Society. At the same university in 2021, she completed her PhD in Information and Communication Technologies XXXIII Cycle dealing with the configuration of Natural Language Processing (NLP) techniques for the semantic representation and organization tools development reflecting specialized languages. From 2018 to 2020, she was a PhD visiting at the University of Nantes (Laboratoire des Sciences du Numérique de Nantes - LS2N) with the TALN équipe, working with Natural Language Processing research project activities.