Overview
- Provides an overview of the state of research in Computer Aided Writing (CAW)
- Shows the extent to which computer assistance in writing is already being used and present current research contributions
- Presents the state of the art in Content Management, Knowledge Discovery from Text and Recommender System and gives an outlook for the coming development
- Gives an overview in the area of automatic text generation with Long Short-Term Memory RNN among other approaches
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Table of contents (11 chapters)
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Front Matter
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Back Matter
Keywords
About this book
This book deals with "Computer Aided Writing", CAW for short. The contents of that is a sector of Knowledge based technics and Knowledge Management. The role of Knowledge Management in social media, education and Industry 4.0 is out of question. More important is the expectation of combining Knowledge Management and Cognitive Technology, which needs more and more new innovations in this field to face recent problems in social and technological areas.
The book is intended to provide an overview of the state of research in this field, show the extent to which computer assistance in writing is already being used and present current research contributions.
After a brief introduction into the history of writing and the tools that were created, the current developments are examined on the basis of a formal writing model. Tools such as word processing and content management systems will be discussed in detail. The special form of writing, "journalism", isused to examine the effects of Computer Aided Writing. We dedicate a separate chapter to the topic of research, since it is of essential importance in the writing process. With Knowledge Discovery from Text (KDT) and recommendation systems we enter the field of Knowledge Management in the context of Computer Aided Writing. Finally, we will look at methods for automated text generation before giving a final outlook on future developments.
Authors and Affiliations
Bibliographic Information
Book Title: Computer Aided Writing
Authors: André Klahold, Madjid Fathi
DOI: https://doi.org/10.1007/978-3-030-27439-9
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-27438-2Published: 23 October 2019
Softcover ISBN: 978-3-030-27441-2Published: 23 October 2020
eBook ISBN: 978-3-030-27439-9Published: 12 October 2019
Edition Number: 1
Number of Pages: XIII, 169
Topics: Data Engineering, Computational Intelligence, Data Mining and Knowledge Discovery, Natural Language Processing (NLP), Robotics and Automation