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Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots, McTear Michael


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Автор: McTear Michael
Название:  Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots
ISBN: 9781636390314
Издательство: Mare Nostrum (Eurospan)
Классификация:




ISBN-10: 1636390315
Обложка/Формат: Paperback
Страницы: 251
Вес: 0.44 кг.
Дата издания: 30.10.2020
Серия: Computing & IT
Язык: English
Размер: 23.50 x 19.10 x 1.35 cm
Читательская аудитория: Professional and scholarly
Ключевые слова: Artificial intelligence,linguistics,Natural language & machine translation, COMPUTERS / Intelligence (AI) & Semantics,COMPUTERS / Natural Language Processing,LANGUAGE ARTS & DISCIPLINES / Linguistics / General
Поставляется из: Англии
Описание: This book provides a comprehensive introduction to Conversational AI. While the idea of interacting with a computer using voice or text goes back a long way, it is only in recent years that this idea has become a reality with the emergence of digital personal assistants, smart speakers, and chatbots. Advances in AI, particularly in deep learning, along with the availability of massive computing power and vast amounts of data, have led to a new generation of dialogue systems and conversational interfaces. Current research in Conversational AI focuses mainly on the application of machine learning and statistical data-driven approaches to the development of dialogue systems. However, it is important to be aware of previous achievements in dialogue technology and to consider to what extent they might be relevant to current research and development. Three main approaches to the development of dialogue systems are reviewed: rule-based systems that are handcrafted using best practice guidelines; statistical data-driven systems based on machine learning; and neural dialogue systems based on end-to-end learning. Evaluating the performance and usability of dialogue systems has become an important topic in its own right, and a variety of evaluation metrics and frameworks are described. Finally, a number of challenges for future research are considered, including: multimodality in dialogue systems, visual dialogue; data efficient dialogue model learning; using knowledge graphs; discourse and dialogue phenomena; hybrid approaches to dialogue systems development; dialogue with social robots and in the Internet of Things; and social and ethical issues.


Computational and Conversational Discourse

Автор: Eduard H. Hovy; Donia R. Scott
Название: Computational and Conversational Discourse
ISBN: 3642082440 ISBN-13(EAN): 9783642082443
Издательство: Springer
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Цена: 23508.00 р.
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Описание: Proceedings of the NATO Advanced Research Workshop on Burning Issues in Discourse, held in Maratea, Italy, April 13-15, 1993

The Conversational Interface: Talking to Smart Devices

Автор: McTear Michael, Callejas Zoraida, Griol David
Название: The Conversational Interface: Talking to Smart Devices
ISBN: 3319814117 ISBN-13(EAN): 9783319814117
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book provides a comprehensive introduction to the conversational interface, which is becoming the main mode of interaction with virtual personal assistants, smart devices, various types of wearable, and social robots.

Studies in Conversational UX Design

Автор: Robert J. Moore; Margaret H. Szymanski; Raphael Ar
Название: Studies in Conversational UX Design
ISBN: 3030070638 ISBN-13(EAN): 9783030070632
Издательство: Springer
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Цена: 23757.00 р.
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Описание: As voice interfaces and virtual assistants have moved out of the industry research labs and into the pockets, desktops and living rooms of the general public, a demand for a new kind of user experience (UX) design is emerging. Although the people are becoming familiar with Siri, Alexa, Cortana and others, their user experience is still characterized by short, command- or query-oriented exchanges, rather than longer, conversational ones. Limitations of the microphone and natural language processing technologies are only part of the problem. Current conventions of UX design apply mostly to visual user interfaces, such as web or mobile; they are less useful for deciding how to organize utterances, by the user and the virtual agent, into sequences that work like those of natural human conversation. This edited book explores the intersection of UX design, of both text- or voice-based virtual agents, and the analysis of naturally occurring human conversation (e.g., the Conversation Analysis, Discourse Analysis and Interactional Sociolinguistics literatures). It contains contributions from researchers, from academia and industry, with varied backgrounds working in the area of human-computer interaction. Each chapter explores some aspect of conversational UX design. Some describe the design challenges faced in creating a particular virtual agent. Others discuss how the findings from the literatures of the social sciences can inform a new kind of UX design that starts with conversation.

Computational and Conversational Discourse

Автор: Eduard H. Hovy; Donia R. Scott
Название: Computational and Conversational Discourse
ISBN: 3540609482 ISBN-13(EAN): 9783540609483
Издательство: Springer
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Цена: 30039.00 р.
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Описание: This volume discusses topics which range from multi-party conversational interactions to deconstructing text from various perspectives, considering topic-focus development and discourse structure, and an empirical study of discourse segmentation.

Conversational UX Design: A Practitioner`s Guide to the Natural Conversation Framework

Автор: Moore Robert J., Arar Raphael
Название: Conversational UX Design: A Practitioner`s Guide to the Natural Conversation Framework
ISBN: 1450363024 ISBN-13(EAN): 9781450363020
Издательство: Mare Nostrum (Eurospan)
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Цена: 9023.00 р.
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Описание:

With recent advances in natural language understanding techniques and far-field microphone arrays, natural language interfaces, such as voice assistants and chatbots, are emerging as a popular new way to interact with computers.

They have made their way out of the industry research labs and into the pockets, desktops, cars and living rooms of the general public. But although such interfaces recognize bits of natural language, and even voice input, they generally lack conversational competence, or the ability to engage in natural conversation. Today's platforms provide sophisticated tools for analyzing language and retrieving knowledge, but they fail to provide adequate support for modeling interaction. The user experience (UX) designer or software developer must figure out how a human conversation is organized, usually relying on commonsense rather than on formal knowledge. Fortunately, practitioners can rely on conversation science.

This book adapts formal knowledge from the field of Conversation Analysis (CA) to the design of natural language interfaces. It outlines the Natural Conversation Framework (NCF), developed at IBM Research, a systematic framework for designing interfaces that work like natural conversation. The NCF consists of four main components: 1) an interaction model of "expandable sequences," 2) a corresponding content format, 3) a pattern language with 100 generic UX patterns and 4) a navigation method of six basic user actions. The authors introduce UX designers to a new way of thinking about user experience design in the context of conversational interfaces, including a new vocabulary, new principles and new interaction patterns. User experience designers and graduate students in the HCI field as well as developers and conversation analysis students should find this book of interest.

Conversational UX Design: A Practitioner`s Guide to the Natural Conversation Framework

Автор: Moore Robert J., Arar Raphael
Название: Conversational UX Design: A Practitioner`s Guide to the Natural Conversation Framework
ISBN: 1450363016 ISBN-13(EAN): 9781450363013
Издательство: Mare Nostrum (Eurospan)
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Цена: 11593.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

With recent advances in natural language understanding techniques and far-field microphone arrays, natural language interfaces, such as voice assistants and chatbots, are emerging as a popular new way to interact with computers.

They have made their way out of the industry research labs and into the pockets, desktops, cars and living rooms of the general public. But although such interfaces recognize bits of natural language, and even voice input, they generally lack conversational competence, or the ability to engage in natural conversation. Today's platforms provide sophisticated tools for analyzing language and retrieving knowledge, but they fail to provide adequate support for modeling interaction. The user experience (UX) designer or software developer must figure out how a human conversation is organized, usually relying on commonsense rather than on formal knowledge. Fortunately, practitioners can rely on conversation science.

This book adapts formal knowledge from the field of Conversation Analysis (CA) to the design of natural language interfaces. It outlines the Natural Conversation Framework (NCF), developed at IBM Research, a systematic framework for designing interfaces that work like natural conversation. The NCF consists of four main components: 1) an interaction model of "expandable sequences," 2) a corresponding content format, 3) a pattern language with 100 generic UX patterns and 4) a navigation method of six basic user actions. The authors introduce UX designers to a new way of thinking about user experience design in the context of conversational interfaces, including a new vocabulary, new principles and new interaction patterns. User experience designers and graduate students in the HCI field as well as developers and conversation analysis students should find this book of interest.


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