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Semantic Control for the Cybersecurity Domain 1st Edition by Claudia Lanza ISBN 9781032250809 1032250801

Name: Semantic Control for the Cybersecurity Domain 1st Edition by Claudia Lanza ISBN 9781032250809 1032250801
SKU: EB-46150208
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Semantic Control for the Cybersecurity Domain Investigation on the Representativeness of a Domain Specific Terminology Referring to Lexical Variation 1st Edition Claudia Lanza Digital Instant Download

Author(s): Claudia Lanza

ISBN(s): 9781032250809, 1032250801

Edition: 1

File Details: PDF, 5.54 MB

Year: 2022

Language: English

SKU: EB-46150208 Category: Uncategorized Tag: Claudia Lanza

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Semantic Control for the Cybersecurity Domain 1st Edition by Claudia Lanza – Ebook PDF Instant Download/Delivery: 9781032250809, 1032250801
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ISBN 10: 1032250801
ISBN 13: 9781032250809
Author: Claudia Lanza

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.

Semantic Control for the Cybersecurity Domain 1st Edition Table of contents:

1 Background

1.1 Corpus linguistics

1.1.1 Corpus representativeness

1.1.2 Thesauri term representativeness

1.1.3 Corpus design

1.2 Text mining

1.2.1 Data pre-processing

1.3 Terminological knowledge bases (TBK)

1.3.1 Automatic term extraction (ATE)

1.3.2 Gold standards reference

1.3.3 Domain-dependency

1.3.4 Terms population

2 Case study: Cybersecurity domain

2.1 OCS project

2.2 Specialized languages reflecting specialized domains

2.3 Cybersecurity field of knowledge

2.4 Corpus design for Cybersecurity domain in Italian language

2.5 Existing resources for Cybersecurity domain

2.5.1 Italian resources

2.5.2 English resources

2.6 Group of experts supervision

3 Related works

3.1 KOS

3.1.1 Thesauri

3.1.2 Ontologies

3.2 Semantic conversions – from thesauri to ontologies

3.3 SKOSs systems

3.4 Research approaches

3.4.1 Clustering approaches

3.4.2 Keyphrases extraction

3.4.3 NLP approaches for building semantic structures

3.4.3.1 Distributional similarity

4 Research methodology

4.1 Corpus construction

4.1.1 Documents selection

4.1.2 Software-aided terminological extractions – First selection

4.1.2.1 T2K – Linguistic-oriented tool

4.1.2.2 TermSuite

4.1.2.3 Pke-keyphrases detection

4.1.2.4 Results

4.2 Candidate terms selection

4.2.1 Frequency criterion

4.2.2 Mapping with gold standards

4.2.3 Expert support system

4.3 Automatization of thesaurus construction

4.3.1 Approaches

4.3.2 Variants

4.3.3 Patterns-based

4.3.3.1 Causative relations

4.3.3.2 Hierarchy

4.3.3.3 Synonyms

4.3.4 Word embeddings detection

5 Semantic tools for Cybersecurity

5.1 Construction of Italian Cybersecurity thesaurus

5.1.1 Semantic relationships

5.1.1.1 Hierarchy

5.1.1.2 Equivalence

5.1.1.3 Association

5.1.1.4 Scope notes

5.2 Ontology conversion

5.2.1 Structure

5.3 Discussion

6 Semantic enhancement and new perspectives

6.1 Multilingual alignment

6.2 Monitoring of terminological representativeness

7 Conclusion

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Tags: Claudia Lanza, Semantic Control, Cybersecurity Domain