Automatic Summarization

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Automatic Text Summarization

Author : Juan-Manuel Torres-Moreno
Publisher : John Wiley & Sons
ISBN 13 : 1848216688
Total Pages : 366 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Automatic Text Summarization by : Juan-Manuel Torres-Moreno

Download or read book Automatic Text Summarization written by Juan-Manuel Torres-Moreno and published by John Wiley & Sons. This book was released on 2014-11-10 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Textual information in the form of digital documents quickly accumulates to create huge amounts of data. The majority of these documents are unstructured: it is unrestricted text and has not been organized into traditional databases. Processing documents is therefore a perfunctory task, mostly due to a lack of standards. It has thus become extremely difficult to implement automatic text analysis tasks. Automatic Text Summarization (ATS), by condensing the text while maintaining relevant information, can help to process this ever-increasing, difficult-to-handle, mass of information. This book examines the motivations and different algorithms for ATS. The author presents the recent state of the art before describing the main problems of ATS, as well as the difficulties and solutions provided by the community. The book provides recent advances in ATS, as well as current applications and trends. The approaches are statistical, linguistic and symbolic. Several examples are also included in order to clarify the theoretical concepts.

Automatic Summarization

Author : Ani Nenkova
Publisher : Now Publishers Inc
ISBN 13 : 1601984707
Total Pages : 144 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Automatic Summarization by : Ani Nenkova

Download or read book Automatic Summarization written by Ani Nenkova and published by Now Publishers Inc. This book was released on 2011 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic Summarization is a comprehensive overview of research in summarization, including the more traditional efforts in sentence extraction as well as the most novel recent approaches for determining important content, for domain and genre specific summarization and for evaluation of summarization

Advances in Automatic Text Summarization

Author : Inderjeet Mani
Publisher : MIT Press
ISBN 13 : 9780262133593
Total Pages : 464 pages
Book Rating : 4.1/5 (335 download)

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Book Synopsis Advances in Automatic Text Summarization by : Inderjeet Mani

Download or read book Advances in Automatic Text Summarization written by Inderjeet Mani and published by MIT Press. This book was released on 1999 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: ntil now there has been no state-of-the-art collection of themost important writings in automatic text summarization. This bookpresents the key developments in the field in an integrated frameworkand suggests future research areas. With the rapid growth of the World Wide Web and electronic information services, information is becoming available on-line at an incredible rate. One result is the oft-decried information overload. No one has time to read everything, yet we often have to make critical decisions based on what we are able to assimilate. The technology of automatic text summarization is becoming indispensable for dealing with this problem. Text summarization is the process of distilling the most important information from a source to produce an abridged version for a particular user or task. Until now there has been no state-of-the-art collection of the most important writings in automatic text summarization. This book presents the key developments in the field in an integrated framework and suggests future research areas. The book is organized into six sections: Classical Approaches, Corpus-Based Approaches, Exploiting Discourse Structure, Knowledge-Rich Approaches, Evaluation Methods, and New Summarization Problem Areas. Contributors D. A. Adams, C. Aone, R. Barzilay, E. Bloedorn, B. Boguraev, R. Brandow, C. Buckley, F. Chen, M. J. Chrzanowski, H. P. Edmundson, M. Elhadad, T. Firmin, R. P. Futrelle, J. Gorlinsky, U. Hahn, E. Hovy, D. Jang, K. Sparck Jones, G. M. Kasper, C. Kennedy, K. Kukich, J. Kupiec, B. Larsen, W. G. Lehnert, C. Lin, H. P. Luhn, I. Mani, D. Marcu, M. Maybury, K. McKeown, A. Merlino, M. Mitra, K. Mitze, M. Moens, A. H. Morris, S. H. Myaeng, M. E. Okurowski, J. Pedersen, J. J. Pollock, D. R. Radev, G. J. Rath, L. F. Rau, U. Reimer, A. Resnick, J. Robin, G. Salton, T. R. Savage, A. Singhal, G. Stein, T. Strzalkowski, S. Teufel, J. Wang, B. Wise, A. Zamora

Automatic Summarization

Author : Inderjeet Mani
Publisher : John Benjamins Publishing
ISBN 13 : 9789027249869
Total Pages : 304 pages
Book Rating : 4.2/5 (498 download)

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Book Synopsis Automatic Summarization by : Inderjeet Mani

Download or read book Automatic Summarization written by Inderjeet Mani and published by John Benjamins Publishing. This book was released on 2001 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the explosion in the quantity of on-line text and multimedia information in recent years, there has been a renewed interest in automatic summarization. This book provides a systematic introduction to the field, explaining basic definitions, the strategies used by human summarizers, and automatic methods that leverage linguistic and statistical knowledge to produce extracts and abstracts. Drawing from a wealth of research in artificial intelligence, natural language processing, and information retrieval, the book also includes detailed assessments of evaluation methods and new topics such as multi-document and multimedia summarization. Previous automatic summarization books have been either collections of specialized papers, or else authored books with only a chapter or two devoted to the field as a whole. This is the first textbook on the subject, developed based on teaching materials used in two one-semester courses. To further help the student reader, the book includes detailed case studies, accompanied by end-of-chapter reviews and an extensive glossary.Audience: students and researchers, as well as information technology managers, librarians, and anyone else interested in the subject.

Trends and Applications of Text Summarization Techniques

Author : Fiori, Alessandro
Publisher : IGI Global
ISBN 13 : 1522593756
Total Pages : 335 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Trends and Applications of Text Summarization Techniques by : Fiori, Alessandro

Download or read book Trends and Applications of Text Summarization Techniques written by Fiori, Alessandro and published by IGI Global. This book was released on 2019-08-30 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the availability of electronic documents increases exponentially with advancing technology, the time spent to process this wealth of resourceful information decreases. Content analysis and information extraction must be aided by summarization methods to quickly parcel pieces of interest and allow for succinct user familiarization in a simple, efficient manner. Trends and Applications of Text Summarization Techniques is a pivotal reference source that explores the latest approaches of document summarization including update, multi-lingual, and domain-oriented summarization tasks and examines their current real-world applications in multiple fields. Featuring coverage on a wide range of topics such as parallel construction, social network integration, and evaluation metrics, this book is ideally designed for information technology practitioners, computer scientists, bioinformatics analysts, business managers, healthcare professionals, academicians, researchers, and students.

The Theory and Practice of Discourse Parsing and Summarization

Author : Daniel Marcu
Publisher : MIT Press
ISBN 13 : 9780262133722
Total Pages : 276 pages
Book Rating : 4.1/5 (337 download)

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Book Synopsis The Theory and Practice of Discourse Parsing and Summarization by : Daniel Marcu

Download or read book The Theory and Practice of Discourse Parsing and Summarization written by Daniel Marcu and published by MIT Press. This book was released on 2000 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most discourse researchers assume that full semantic understanding is necessary to derive the discourse structure of texts. This book documents an attempt to construct and use automatic and non-semantic computational structures for text summarization.

Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding

Author : Fiori, Alessandro
Publisher : IGI Global
ISBN 13 : 1466650206
Total Pages : 363 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding by : Fiori, Alessandro

Download or read book Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding written by Fiori, Alessandro and published by IGI Global. This book was released on 2014-01-31 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prevalence of digital documentation presents some pressing concerns for efficient information retrieval in the modern age. Readers want to be able to access the information they desire without having to search through a mountain of unrelated data, so algorithms and methods for effectively seeking out pertinent information are of critical importance. Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding evaluates some of the existing approaches to information retrieval and summarization of digital documents, as well as current research and future developments. This book serves as a sounding board for students, educators, researchers, and practitioners of information technology, advancing the ongoing discussion of communication in the digital age.

Computational Techniques for Text Summarization based on Cognitive Intelligence

Author : V. Priya
Publisher : CRC Press
ISBN 13 : 1000849910
Total Pages : 229 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Computational Techniques for Text Summarization based on Cognitive Intelligence by : V. Priya

Download or read book Computational Techniques for Text Summarization based on Cognitive Intelligence written by V. Priya and published by CRC Press. This book was released on 2023-03-17 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text summarization using computational intelligence (CI) techniques including cognitive approaches. A better understanding of the cognitive basis of the summarization task is still an open research issue; an extent of its use in text summarization is highlighted for further exploration. With the ever-growing text, people in research have little time to spare for extensive reading, where summarized information helps for a better understanding of the context at a shorter time. This book helps students and researchers to automatically summarize the text documents in an efficient and effective way. The computational approaches and the research techniques presented guides to achieve text summarization at ease. The summarized text generated supports readers to learn the context or the domain at a quicker pace. The book is presented with reasonable amount of illustrations and examples convenient for the readers to understand and implement for their use. It is not to make readers understand what text summarization is, but for people to perform text summarization using various approaches. This also describes measures that can help to evaluate, determine, and explore the best possibilities for text summarization to analyse and use for any specific purpose. The illustration is based on social media and healthcare domain, which shows the possibilities to work with any domain for summarization. The new approach for text summarization based on cognitive intelligence is presented for further exploration in the field.

Automatic Summarization

Author : Inderjeet Mani
Publisher : John Benjamins Publishing
ISBN 13 : 9027299102
Total Pages : 299 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Automatic Summarization by : Inderjeet Mani

Download or read book Automatic Summarization written by Inderjeet Mani and published by John Benjamins Publishing. This book was released on 2001-06-01 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the explosion in the quantity of on-line text and multimedia information in recent years, there has been a renewed interest in automatic summarization. This book provides a systematic introduction to the field, explaining basic definitions, the strategies used by human summarizers, and automatic methods that leverage linguistic and statistical knowledge to produce extracts and abstracts. Drawing from a wealth of research in artificial intelligence, natural language processing, and information retrieval, the book also includes detailed assessments of evaluation methods and new topics such as multi-document and multimedia summarization. Previous automatic summarization books have been either collections of specialized papers, or else authored books with only a chapter or two devoted to the field as a whole. This is the first textbook on the subject, developed based on teaching materials used in two one-semester courses. To further help the student reader, the book includes detailed case studies, accompanied by end-of-chapter reviews and an extensive glossary.Audience: students and researchers, as well as information technology managers, librarians, and anyone else interested in the subject.

Natural Language Processing: Python and NLTK

Author : Nitin Hardeniya
Publisher : Packt Publishing Ltd
ISBN 13 : 178728784X
Total Pages : 687 pages
Book Rating : 4.7/5 (872 download)

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Book Synopsis Natural Language Processing: Python and NLTK by : Nitin Hardeniya

Download or read book Natural Language Processing: Python and NLTK written by Nitin Hardeniya and published by Packt Publishing Ltd. This book was released on 2016-11-22 with total page 687 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to build expert NLP and machine learning projects using NLTK and other Python libraries About This Book Break text down into its component parts for spelling correction, feature extraction, and phrase transformation Work through NLP concepts with simple and easy-to-follow programming recipes Gain insights into the current and budding research topics of NLP Who This Book Is For If you are an NLP or machine learning enthusiast and an intermediate Python programmer who wants to quickly master NLTK for natural language processing, then this Learning Path will do you a lot of good. Students of linguistics and semantic/sentiment analysis professionals will find it invaluable. What You Will Learn The scope of natural language complexity and how they are processed by machines Clean and wrangle text using tokenization and chunking to help you process data better Tokenize text into sentences and sentences into words Classify text and perform sentiment analysis Implement string matching algorithms and normalization techniques Understand and implement the concepts of information retrieval and text summarization Find out how to implement various NLP tasks in Python In Detail Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning. The number of human-computer interaction instances are increasing so it's becoming imperative that computers comprehend all major natural languages. The first NLTK Essentials module is an introduction on how to build systems around NLP, with a focus on how to create a customized tokenizer and parser from scratch. You will learn essential concepts of NLP, be given practical insight into open source tool and libraries available in Python, shown how to analyze social media sites, and be given tools to deal with large scale text. This module also provides a workaround using some of the amazing capabilities of Python libraries such as NLTK, scikit-learn, pandas, and NumPy. The second Python 3 Text Processing with NLTK 3 Cookbook module teaches you the essential techniques of text and language processing with simple, straightforward examples. This includes organizing text corpora, creating your own custom corpus, text classification with a focus on sentiment analysis, and distributed text processing methods. The third Mastering Natural Language Processing with Python module will help you become an expert and assist you in creating your own NLP projects using NLTK. You will be guided through model development with machine learning tools, shown how to create training data, and given insight into the best practices for designing and building NLP-based applications using Python. This Learning Path combines some of the best that Packt has to offer in one complete, curated package and is designed to help you quickly learn text processing with Python and NLTK. It includes content from the following Packt products: NTLK essentials by Nitin Hardeniya Python 3 Text Processing with NLTK 3 Cookbook by Jacob Perkins Mastering Natural Language Processing with Python by Deepti Chopra, Nisheeth Joshi, and Iti Mathur Style and approach This comprehensive course creates a smooth learning path that teaches you how to get started with Natural Language Processing using Python and NLTK. You'll learn to create effective NLP and machine learning projects using Python and NLTK.

Natural Language Processing: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799809528
Total Pages : 1704 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Natural Language Processing: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Natural Language Processing: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-11-01 with total page 1704 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology continues to become more sophisticated, a computer’s ability to understand, interpret, and manipulate natural language is also accelerating. Persistent research in the field of natural language processing enables an understanding of the world around us, in addition to opportunities for manmade computing to mirror natural language processes that have existed for centuries. Natural Language Processing: Concepts, Methodologies, Tools, and Applications is a vital reference source on the latest concepts, processes, and techniques for communication between computers and humans. Highlighting a range of topics such as machine learning, computational linguistics, and semantic analysis, this multi-volume book is ideally designed for computer engineers, computer and software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the latest trends in the field of natural language processing.

Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013

Author : Suresh Chandra Satapathy
Publisher : Springer Science & Business Media
ISBN 13 : 3319029312
Total Pages : 553 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013 by : Suresh Chandra Satapathy

Download or read book Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013 written by Suresh Chandra Satapathy and published by Springer Science & Business Media. This book was released on 2013-10-05 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the papers presented at the Second International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA-2013) held during 14-16 November 2013 organized by Bhubaneswar Engineering College (BEC), Bhubaneswar, Odisha, India. It contains 63 papers focusing on application of intelligent techniques which includes evolutionary computation techniques like genetic algorithm, particle swarm optimization techniques, teaching-learning based optimization etc for various engineering applications such as data mining, Fuzzy systems, Machine Intelligence and ANN, Web technologies and Multimedia applications and Intelligent computing and Networking etc.

Theoretical Computer Science

Author : Kun He
Publisher : Springer Nature
ISBN 13 : 9811618771
Total Pages : 206 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Theoretical Computer Science by : Kun He

Download or read book Theoretical Computer Science written by Kun He and published by Springer Nature. This book was released on 2021-04-08 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 38th National Conference of Theoretical Computer Science, NCTCS 2020, held in Nanning, China, in November 2020. The 13 full papers presented were carefully reviewed and selected from 28 submissions. They present recent research in the areas of algorithms and complexity, matrix computation; deep learning; network communication and security.

Multi-source, Multilingual Information Extraction and Summarization

Author : Thierry Poibeau
Publisher : Springer Science & Business Media
ISBN 13 : 3642285694
Total Pages : 331 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Multi-source, Multilingual Information Extraction and Summarization by : Thierry Poibeau

Download or read book Multi-source, Multilingual Information Extraction and Summarization written by Thierry Poibeau and published by Springer Science & Business Media. This book was released on 2012-08-14 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for successful functioning within the information society. These technologies face particular challenges due to the inherent multi-source nature of the information explosion. The technologies must now handle not isolated texts or individual narratives, but rather large-scale repositories and streams---in general, in multiple languages---containing a multiplicity of perspectives, opinions, or commentaries on particular topics, entities or events. There is thus a need to adapt existing techniques and develop new ones to deal with these challenges. This volume contains a selection of papers that present a variety of methodologies for content identification and extraction, as well as for content fusion and regeneration. The chapters cover various aspects of the challenges, depending on the nature of the information sought---names vs. events,--- and the nature of the sources---news streams vs. image captions vs. scientific research papers, etc. This volume aims to offer a broad and representative sample of studies from this very active research field.

Cisco IOS Cookbook

Author : Kevin Dooley
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596527225
Total Pages : 1239 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis Cisco IOS Cookbook by : Kevin Dooley

Download or read book Cisco IOS Cookbook written by Kevin Dooley and published by "O'Reilly Media, Inc.". This book was released on 2007 with total page 1239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thoroughly revised and expanded, this second edition adds sections on MPLS, Security, IPv6, and IP Mobility and presents solutions to the most common configuration problems.

Survey of the State of the Art in Human Language Technology

Author : Giovanni Battista Varile
Publisher : Cambridge University Press
ISBN 13 : 9780521592772
Total Pages : 546 pages
Book Rating : 4.5/5 (927 download)

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Book Synopsis Survey of the State of the Art in Human Language Technology by : Giovanni Battista Varile

Download or read book Survey of the State of the Art in Human Language Technology written by Giovanni Battista Varile and published by Cambridge University Press. This book was released on 1997 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: Languages, in all their forms, are the more efficient and natural means for people to communicate. Enormous quantities of information are produced, distributed and consumed using languages. Human language technology's main purpose is to allow the use of automatic systems and tools to assist humans in producing and accessing information, to improve communication between humans, and to assist humans in communicating with machines. This book, sponsored by the Directorate General XIII of the European Union and the Information Science and Engineering Directorate of the National Science Foundation, USA, offers the first comprehensive overview of the human language technology field.

31 Days Before Your CCNA Routing and Switching Exam

Author : Allan Johnson
Publisher : Cisco Press
ISBN 13 : 0133479846
Total Pages : 339 pages
Book Rating : 4.1/5 (334 download)

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Book Synopsis 31 Days Before Your CCNA Routing and Switching Exam by : Allan Johnson

Download or read book 31 Days Before Your CCNA Routing and Switching Exam written by Allan Johnson and published by Cisco Press. This book was released on 2014-04-18 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: 31 Days Before Your CCNA Routing and Switching Exam offers you a personable and practical way to understand the certification process, commit to taking the 200-101 Interconnecting Cisco Networking Devices Part 2 (ICND2) certification exam, and finish your preparation using a variety of Primary and Supplemental study resources. The ICND2 is the second exam associated with the CCNA Routing and Switching certification. This exam tests your knowledge and skills required to successfully install, operate, and troubleshoot a small- to medium-size enterprise branch network. Sign up for the ICND2 exam and use the book’s day-by-day guide and checklist to organize, prepare, and review. Each day in this guide breaks down an exam topic into a manageable bit of information to review using short summaries. A Study Resources section provides you with a quick reference for locating more in-depth treatment of a day’s topics within the Primary and Supplemental resources. The features of the book empower you to fit exam preparation into a busy schedule: Visual calendar summarizing each day’s study topic Checklist providing advice for preparation activities leading up to the exam Description of the 200-101 ICND2 exam organization and sign up process Strategies from the author to be mentally, organizationally, and physically prepared for exam day Conversational tone, which makes your study time more enjoyable Primary Resources: Cisco CCNA ICND2 200-101 Official Cert Guide ISBN-13: 978-1-58714-373-1 Interconnecting Cisco Network Devices, Part 2 (ICND2) Foundation Learning Guide, Fourth Edition ISBN: 978-1-58714-377-9 Scaling Networks Companion Guide ISBN: 978-1-58713-328-2 Scaling Networks Lab Manual ISBN: 978-1-58713-325-1 Connecting Networks Companion Guide ISBN: 978-1-58713-332-9 Connecting Networks Lab Manual ISBN: 978-1-58713-331-2 Supplemental Resources: CCNA Routing and Switching Practice and Study Guide ISBN: 978-1-58713-344-2 CCNA Routing and Switching Portable Command Guide Third Edition ISBN: 978-1-58720-430-2 Cisco CCNA Routing and Switching 200-120 Network Simulator ISBN: 978-0-7897-5088-4