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Natural Language in Business Process Models: Theoretical Foundations, Techniques, and Applications: Lecture Notes in Business Information Processing, cartea 168

Autor Henrik Leopold
en Limba Engleză Paperback – 16 dec 2013
Natural language is one of the most important means of human communication. It enables us to express our will, to exchange thoughts and to document our knowledge in written sources. Owing to its substantial role in many facets of human life, technology for automatically analyzing and processing natural language has recently become increasingly important. In fact, natural language processing tools have paved the way for entirely new business opportunities.
The goal of this book is to facilitate the automatic analysis of natural language in process models and to employ this analysis for assisting process model stakeholders. Therefore, a technique is defined that automatically recognizes and annotates process model element labels. In addition, this technique is leveraged to support organizations in effectively utilizing their process models in various ways.
The book is organized into seven chapters. It starts with an overview of business process management and linguistics and continues with conceptual contributions on parsing and annotating process model elements, with the detection and correction of process model guideline violations, with the generation of natural language from process models and finally ends with the derivation of service candidates from process models.
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Specificații

ISBN-13: 9783319041742
ISBN-10: 3319041746
Pagini: 204
Ilustrații: XXII, 181 p. 35 illus.
Dimensiuni: 155 x 235 x 11 mm
Greutate: 0.29 kg
Ediția:2013
Editura: Springer International Publishing
Colecția Springer
Seria Lecture Notes in Business Information Processing

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

1 Business Process Management.- 2 Linguistics.- 3 Parsing and Annotating Process Model Elements.- 4 Detecting and Correcting Linguistic Guideline Violations.- 5 Generation of Natural Language Texts from Process Models.- 6 Service Derivation from Process Models.- 7 Conclusion.

Textul de pe ultima copertă

Natural language is one of the most important means of human communication. It enables us to express our will, to exchange thoughts, and to document our knowledge in written sources. Owing to its substantial role in many facets of human life, technology for automatically analyzing and processing natural language has recently become increasingly important. In fact, natural language processing tools have paved the way for entirely new business opportunities.
The goal of this book is to facilitate the automatic analysis of natural language in process models and to employ this analysis for assisting process model stakeholders. Therefore, a technique is defined that automatically recognizes and annotates process model element labels. In addition, this technique is leveraged to support organizations in effectively utilizing their process models in various ways.
The book is organized into seven chapters. It starts with an overview of business process management and linguistics and continues with conceptual contributions on parsing and annotating process model elements, with the detection and correction of process model guideline violations, with the generation of natural language from process models, and finally ends with the derivation of service candidates from process models.

Caracteristici

First approach to use natural language in process models Exploits NLP techniques in process management Facilitates the transformation of BPMN process models into natural language texts