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Social Media Content Analysis: Natural Language Processing And Beyond, Wong Kam-fai, Gao Wei, Li Wenjie, Xu Ruifeng


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Автор: Wong Kam-fai, Gao Wei, Li Wenjie, Xu Ruifeng
Название:  Social Media Content Analysis: Natural Language Processing And Beyond
ISBN: 9789813223608
Издательство: World Scientific Publishing
Классификация:
ISBN-10: 981322360X
Обложка/Формат: Hardcover
Страницы: 488
Вес: 0.82 кг.
Дата издания: 16.11.2017
Серия: Series on language processing, pattern recognition, and intelligent systems
Язык: English
Размер: 229 x 152 x 27
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Natural language & machine translation, COMPUTERS / Image Processing,COMPUTERS / Natural Language Processing,COMPUTERS / Web / Social Networking
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Поставляется из: Англии
Описание:

Social media platforms have been ubiquitously used in our daily lives and are steadily transforming the ways people communicate, socialize and conduct business. However, the growing popularity of social media adversely leads to wild spread of unreliable information. This in turn inevitably creates serious pollution problem of the global social media environment, which is harmful against humanity. For example, President Donald Trump used social media strategically to win in the 2016 USA Presidential Election. But it was found that many messages he delivered over social media were unproven, if not untrue. This problem must be prevented at all cost and as soon as possible. Thus, analysis of social media content is a pressing issue. It is a timely and important research subject worldwide. However, the short and informal nature of social media messages renders conventional content analysis, which is based on natural language processing (NLP), ineffective. This volume consists of a collection of highly relevant scientific articles published by the authors in different international conferences and journals, and is divided into three distinct parts: (I) search and filtering; (II) opinion and sentiment analysis; and (III) event detection and summarization. This book presents the latest advances in NLP technologies for social media content analysis, especially content on microblogging platforms such as Twitter and Weibo.




Foundations of statistical natural language processing

Автор: Manning, Christopher D. Schutze, Hinrich
Название: Foundations of statistical natural language processing
ISBN: 0262133601 ISBN-13(EAN): 9780262133609
Издательство: MIT Press
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Цена: 19468.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

Content Generation Through Narrative Communication and Simulation

Автор: Takashi Ogata, Shin Asakawa
Название: Content Generation Through Narrative Communication and Simulation
ISBN: 1522547754 ISBN-13(EAN): 9781522547754
Издательство: Mare Nostrum (Eurospan)
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Цена: 31324.00 р.
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Описание: From literature and film to advertisements, storytelling is an important aspect of daily life. To create an impactful story, it is important to analyze the creation and generation of a storyline.Content Generation Through Narrative Communication and Simulation is a critical research publication that explores story and the application of story in various forms of media as well as the challenges of automated story. Featuring coverage on a wide range of topics such as narrative or story generation systems, the film and movie narrative generation, and narrative evaluation, this book is geared toward researchers, students, and professionals seeking current and relevant research on the influence and creation of story in media.

Natural Language Processing and Information Systems

Автор: Zoubida Kedad; Nadira Lammari; Elisabeth M?tais; F
Название: Natural Language Processing and Information Systems
ISBN: 3540733507 ISBN-13(EAN): 9783540733508
Издательство: Springer
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Цена: 13275.00 р.
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Описание: Constitutes the refereed proceedings of the 12th International Conference on Applications of Natural Language to Information Systems, NLDB 2007, held in Paris, France in June 2007. This book covers natural language for database query processing, email management, semantic annotation, text clustering, and ontology engineering.

Natural Language Processing and Information Systems

Автор: Christian Kop; G?nther Fliedl; Heinrich C. Mayr; E
Название: Natural Language Processing and Information Systems
ISBN: 3540346163 ISBN-13(EAN): 9783540346166
Издательство: Springer
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Цена: 9083.00 р.
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Описание: Constitutes the proceedings of the 11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006, held in Klagenfurt, Austria in May/June 2006 as part of UNISCON 2006. This book presents papers that are organized in topical sections on concepts extraction and ontology, query processing, and NLP techniques.

Natural Language Processing and Information Systems

Автор: Christina J Hopfe; Yacine Rezgui; Elisabeth M?tais
Название: Natural Language Processing and Information Systems
ISBN: 3642138802 ISBN-13(EAN): 9783642138805
Издательство: Springer
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Цена: 10480.00 р.
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Описание: Constitutes the proceedings of the 15th International Conference on Applications of Natural Language to Informations Systems, held in Cardiff, UK, in June 2010.

Aspects of Natural Language Processing

Автор: Malgorzata Marciniak; Agnieszka Mykowiecka
Название: Aspects of Natural Language Processing
ISBN: 3642047343 ISBN-13(EAN): 9783642047343
Издательство: Springer
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Цена: 12577.00 р.
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Описание: Leonard Bolc has played an important role in the Polish computer science community. This Festschrift, published to honor Leonard Bolc on his 75th birthday, includes papers by leading researchers, former students and colleagues to celebrate his scientific career.

Coarse-to-Fine Natural Language Processing

Автор: Slav Petrov; Eugene Charniak
Название: Coarse-to-Fine Natural Language Processing
ISBN: 3642427499 ISBN-13(EAN): 9783642427497
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book presents a coarse-to-fine framework for learning and inference in large statistical models for natural language processing. The text shows applications of this fast, accurate approach to syntactic parsing, speech recognition and machine translation.

The Handbook of Computational Linguistics and Natural Language Processing, Clark, 2012

Название: The Handbook of Computational Linguistics and Natural Language Processing, Clark, 2012
ISBN: 1118347188 ISBN-13(EAN): 9781118347188
Издательство: Wiley
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Цена: 6011.00 р.
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Описание: The Handbook provides a comprehensive overview of the concepts, methodologies, and applications being undertaken today in computational linguistics and natural language processing.

Semantic Structures (Rle Linguistics B: Grammar): Advances in Natural Language Processing

Автор: Waltz David L.
Название: Semantic Structures (Rle Linguistics B: Grammar): Advances in Natural Language Processing
ISBN: 113898163X ISBN-13(EAN): 9781138981638
Издательство: Taylor&Francis
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Цена: 7042.00 р.
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Описание: Natural language understanding is central to the goals of artificial intelligence. Any truly intelligent machine must be capable of carrying on a conversation: dialogue, particularly clarification dialogue, is essential if we are to avoid disasters caused by the misunderstanding of the intelligent interactive systems of the future. This book is an interim report on the grand enterprise of devising a machine that can use natural language as fluently as a human. What has really been achieved since this goal was first formulated in Turing’s famous test? What obstacles still need to be overcome?

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Автор: Maosong Sun; Xuanjing Huang; Hongfei Lin; Zhiyuan
Название: Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data
ISBN: 3319476734 ISBN-13(EAN): 9783319476735
Издательство: Springer
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Цена: 9224.00 р.
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Описание: This book constitutes the proceedings of the 15th China National Conference on Computational Linguistics, CCL 2016, and the 4th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2016, held in Yantai City, China, in October 2016.

Finite-State Methods and Natural Language Processing

Автор: Anssi Yli-Jyr?; Lauri Karttunen; Juhani Karhum?ki
Название: Finite-State Methods and Natural Language Processing
ISBN: 3540354670 ISBN-13(EAN): 9783540354673
Издательство: Springer
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Цена: 10480.00 р.
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Описание: Constitutes the refereed post-proceedings of the 5th International Workshop on Finite-State Methods in Natural Language Processing, FSMNLP 2005, held in Helsinki, Finland, September 2005. This book contains topics that include morphology, optimality theory, some special FSM families, weighted FSM algorithms, and FSM representations.


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