Natural Language Data Management and Interfaces

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Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681734095
Total Pages : 158 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Natural Language Data Management and Interfaces by : Yunyao Li

Download or read book Natural Language Data Management and Interfaces written by Yunyao Li and published by Morgan & Claypool Publishers. This book was released on 2018-08-13 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume of natural language text data has been rapidly increasing over the past two decades, due to factors such as the growth of the Web, the low cost associated with publishing, and the progress on the digitization of printed texts. This growth combined with the proliferation of natural language systems for search and retrieving information provides tremendous opportunities for studying some of the areas where database systems and natural language processing systems overlap. This book explores two interrelated and important areas of overlap: (1) managing natural language data and (2) developing natural language interfaces to databases. It presents relevant concepts and research questions, state-of-the-art methods, related systems, and research opportunities and challenges covering both areas. Relevant topics discussed on natural language data management include data models, data sources, queries, storage and indexing, and transforming natural language text. Under natural language interfaces, it presents the anatomy of these interfaces to databases, the challenges related to query understanding and query translation, and relevant aspects of user interactions. Each of the challenges is covered in a systematic way: first starting with a quick overview of the topics, followed by a comprehensive view of recent techniques that have been proposed to address the challenge along with illustrative examples. It also reviews some notable systems in details in terms of how they address different challenges and their contributions. Finally, it discusses open challenges and opportunities for natural language management and interfaces. The goal of this book is to provide an introduction to the methods, problems, and solutions that are used in managing natural language data and building natural language interfaces to databases. It serves as a starting point for readers who are interested in pursuing additional work on these exciting topics in both academic and industrial environments.

Natural Language Data Management and Interfaces

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Author :
Publisher : Springer Nature
ISBN 13 : 3031018621
Total Pages : 136 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Natural Language Data Management and Interfaces by : Yunyao Li

Download or read book Natural Language Data Management and Interfaces written by Yunyao Li and published by Springer Nature. This book was released on 2022-06-01 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume of natural language text data has been rapidly increasing over the past two decades, due to factors such as the growth of the Web, the low cost associated with publishing, and the progress on the digitization of printed texts. This growth combined with the proliferation of natural language systems for search and retrieving information provides tremendous opportunities for studying some of the areas where database systems and natural language processing systems overlap. This book explores two interrelated and important areas of overlap: (1) managing natural language data and (2) developing natural language interfaces to databases. It presents relevant concepts and research questions, state-of-the-art methods, related systems, and research opportunities and challenges covering both areas. Relevant topics discussed on natural language data management include data models, data sources, queries, storage and indexing, and transforming natural language text. Under natural language interfaces, it presents the anatomy of these interfaces to databases, the challenges related to query understanding and query translation, and relevant aspects of user interactions. Each of the challenges is covered in a systematic way: first starting with a quick overview of the topics, followed by a comprehensive view of recent techniques that have been proposed to address the challenge along with illustrative examples. It also reviews some notable systems in details in terms of how they address different challenges and their contributions. Finally, it discusses open challenges and opportunities for natural language management and interfaces. The goal of this book is to provide an introduction to the methods, problems, and solutions that are used in managing natural language data and building natural language interfaces to databases. It serves as a starting point for readers who are interested in pursuing additional work on these exciting topics in both academic and industrial environments.

Natural Language Interfaces to Databases

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Author :
Publisher : Springer Nature
ISBN 13 : 3031450434
Total Pages : 248 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Natural Language Interfaces to Databases by : Yunyao Li

Download or read book Natural Language Interfaces to Databases written by Yunyao Li and published by Springer Nature. This book was released on 2023-11-24 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive overview of Natural Language Interfaces to Databases (NLIDBs), an indispensable tool in the ever-expanding realm of data-driven exploration and decision making. After first demonstrating the importance of the field using an interactive ChatGPT session, the book explores the remarkable progress and general challenges faced with real-world deployment of NLIDBs. It goes on to provide readers with a holistic understanding of the intricate anatomy, essential components, and mechanisms underlying NLIDBs and how to build them. Key concepts in representing, querying, and processing structured data as well as approaches for optimizing user queries are established for the reader before their application in NLIDBs is explored. The book discusses text to data through early relevant work on semantic parsing and meaning representation before turning to cutting-edge advancements in how NLIDBs are empowered to comprehend and interpret human languages. Various evaluation methodologies, metrics, datasets and benchmarks that play a pivotal role in assessing the effectiveness of mapping natural language queries to formal queries in a database and the overall performance of a system are explored. The book then covers data to text, where formal representations of structured data are transformed into coherent and contextually relevant human-readable narratives. It closes with an exploration of the challenges and opportunities related to interactivity and its corresponding techniques for each dimension, such as instances of conversational NLIDBs and multi-modal NLIDBs where user input is beyond natural language. This book provides a balanced mixture of theoretical insights, practical knowledge, and real-world applications that will be an invaluable resource for researchers, practitioners, and students eager to explore the fundamental concepts of NLIDBs.

Handbook of Natural Language Processing

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Author :
Publisher : CRC Press
ISBN 13 : 9780824790004
Total Pages : 974 pages
Book Rating : 4.7/5 (9 download)

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Book Synopsis Handbook of Natural Language Processing by : Robert Dale

Download or read book Handbook of Natural Language Processing written by Robert Dale and published by CRC Press. This book was released on 2000-07-25 with total page 974 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural networks. It emphasizes the practical tools to accommodate the selected system.

A Data Management Strategy for Transportable Natural Language Interfaces

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Author :
Publisher : Regina : Department of Computer Science, University of Regina
ISBN 13 : 9780773102040
Total Pages : 40 pages
Book Rating : 4.1/5 (2 download)

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Book Synopsis A Data Management Strategy for Transportable Natural Language Interfaces by : Julia Ann Johnson

Download or read book A Data Management Strategy for Transportable Natural Language Interfaces written by Julia Ann Johnson and published by Regina : Department of Computer Science, University of Regina. This book was released on 1991 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Smart Trends in Computing and Communications

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Publisher : Springer Nature
ISBN 13 : 9819907691
Total Pages : 823 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Smart Trends in Computing and Communications by : Tomonobu Senjyu

Download or read book Smart Trends in Computing and Communications written by Tomonobu Senjyu and published by Springer Nature. This book was released on 2023-07-21 with total page 823 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers high-quality papers presented at the Seventh International Conference on Smart Trends in Computing and Communications (SmartCom 2022), organized by Global Knowledge Research Foundation (GR Foundation) from January 24–25, 2023, in Jaipur, India. It covers the state-of-the-art and emerging topics in information, computer communications, and effective strategies for their use in engineering and managerial applications. It also explores and discusses the latest technological advances in, and future directions for, information and knowledge computing and its applications.

Cooperative Interfaces to Information Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642828159
Total Pages : 336 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Cooperative Interfaces to Information Systems by : Leonard Bolc

Download or read book Cooperative Interfaces to Information Systems written by Leonard Bolc and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information systems are large repositories of factual and inferential knowledge intended to be queried and maintained by a wide variety of users with different backgrounds and work tasks. The community of potential information system users is growing rapidly with advances in hardware and software technology that permit computer/communications support for more and more application areas. Unfortunately, it is often felt that progress in user interface technology has not quite matched that of other areas. Technical solutions such as computer graphics, natural language processing, or man-machine-man communications in office systems are not enough by themselves. They should be complemented by system features that ensure cooperative behavior of the interfaces, thus reducing the training and usage effort required for successful interaction. In analogy to a human dialog partner, we call an interface cooperative if it does not just accept user requests passively or answer them literally, but actively attempts to understand the users' intentions and to help them solve their applica tion problems. This leads to the central question addressed by this book: What makes an information systems interface cooperative, and how do we provide capabilities leading to cooperative interfaces? Many answers are possible. A first aspect concerns the formulation and accep tance of user requests. Many researchers assume that such requests should be formulated in natural language.

Handbook of Research on Natural Language Processing and Smart Service Systems

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Author :
Publisher : IGI Global
ISBN 13 : 1799847314
Total Pages : 554 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Natural Language Processing and Smart Service Systems by : Pazos-Rangel, Rodolfo Abraham

Download or read book Handbook of Research on Natural Language Processing and Smart Service Systems written by Pazos-Rangel, Rodolfo Abraham and published by IGI Global. This book was released on 2020-10-02 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural language processing (NLP) is a branch of artificial intelligence that has emerged as a prevalent method of practice for a sizeable amount of companies. NLP enables software to understand human language and process complex data that is generated within businesses. In a competitive market, leading organizations are showing an increased interest in implementing this technology to improve user experience and establish smarter decision-making methods. Research on the application of intelligent analytics is crucial for professionals and companies who wish to gain an edge on the opposition. The Handbook of Research on Natural Language Processing and Smart Service Systems is a collection of innovative research on the integration and development of intelligent software tools and their various applications within professional environments. While highlighting topics including discourse analysis, information retrieval, and advanced dialog systems, this book is ideally designed for developers, practitioners, researchers, managers, engineers, academicians, business professionals, scholars, policymakers, and students seeking current research on the improvement of competitive practices through the use of NLP and smart service systems.

Data Management, Analytics and Innovation

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Publisher : Springer Nature
ISBN 13 : 9811556164
Total Pages : 476 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Data Management, Analytics and Innovation by : Neha Sharma

Download or read book Data Management, Analytics and Innovation written by Neha Sharma and published by Springer Nature. This book was released on 2020-08-18 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. Gathering peer-reviewed research papers presented at the Fourth International Conference on Data Management, Analytics and Innovation (ICDMAI 2020), held on 17–19 January 2020 at the United Services Institute (USI), New Delhi, India, it addresses cutting-edge topics and discusses challenges and solutions for future development. Featuring original, unpublished contributions by respected experts from around the globe, the book is mainly intended for a professional audience of researchers and practitioners in academia and industry.

Interfaces to Database Systems (IDS92)

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Publisher : Springer Science & Business Media
ISBN 13 : 1447134230
Total Pages : 464 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Interfaces to Database Systems (IDS92) by : Richard Cooper

Download or read book Interfaces to Database Systems (IDS92) written by Richard Cooper and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the volume of research carried out into the design of database systems and the design of user interfaces, there is little cross-fertilization between the two areas. The control of user interfaces to database systems is, therefore, significantly less advanced than other aspects of DBMS design. As database functionality is used in a wider range of areas, such as design applications, the suitability of the user interface is becoming increasingly important. It is, therefore, necessary to begin applying the knowledge developed by HCI researchers to the specialised domain of database systems. This volume contains revised papers from the International Workshop on Interfaces to Database Systems, held in Glasgow, 1-3 July 1992. The workshop aimed to develop an interaction between the design of database systems and user interfaces. It discussed both the production of interfaces tailored to particular applications, and also more general systems within which interfaces can be developed. Some of the papers concentrate on usability aspects, some discuss different interface metaphors, whilst others tackle the question of designing a general conceptual model. The latter topic is of particular importance, as it is only by achieving an abstract model of what the user understands to be in the database that the data can be associated with appropriate interface facilities. Among the contents of the volume are: integrated interfaces to publicly available databases; database query interface for medical information systems; an integrated approach to task oriented database retrieval interfaces; GRADI: a graphical database interface for a multimedia DBMS; cognitive view mechanism for multimedia information systems; a graphical schema representation for object oriented databases; a conceptual framework for error analysis in SQL interfaces; a browser for a version entity relationship database. Interfaces to Database Systems (IDS92) is unique in that it brings together a variety of approaches from the database and HCI research communities. It will provide essential reading for researchers of database systems and also industrial developers of DBMS.

Big Data Management

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Publisher : Springer
ISBN 13 : 3319454986
Total Pages : 267 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Big Data Management by : Fausto Pedro García Márquez

Download or read book Big Data Management written by Fausto Pedro García Márquez and published by Springer. This book was released on 2016-11-15 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the analytic principles of business practice and big data. Specifically, it provides an interface between the main disciplines of engineering/technology and the organizational and administrative aspects of management, serving as a complement to books in other disciplines such as economics, finance, marketing and risk analysis. The contributors present their areas of expertise, together with essential case studies that illustrate the successful application of engineering management theories in real-life examples.

Lifelong and Continual Learning Dialogue Systems

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Publisher : Springer Nature
ISBN 13 : 3031481895
Total Pages : 180 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Lifelong and Continual Learning Dialogue Systems by : Sahisnu Mazumder

Download or read book Lifelong and Continual Learning Dialogue Systems written by Sahisnu Mazumder and published by Springer Nature. This book was released on 2024-02-09 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated interactions with their users and the working environments. The authors present the latest developments and techniques for building such continual learning dialogue systems. The book explains how these developments allow systems to continuously learn new language expressions, lexical and factual knowledge, and conversational skills through interactions and dialogues. Additionally, the book covers techniques to acquire new training examples for learning new tasks during the conversation. The book also reviews existing work on lifelong learning and discusses areas for future research.

Knowledge-Base Assisted Database Retrieval Systems

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Publisher : World Scientific
ISBN 13 : 9814501751
Total Pages : 248 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Knowledge-Base Assisted Database Retrieval Systems by : X Wu

Download or read book Knowledge-Base Assisted Database Retrieval Systems written by X Wu and published by World Scientific. This book was released on 1996-10-25 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the application of some Artificial Intelligence (AI) technologies to database systems. The integration of AI technology and database management has developed into an important research topic, and many AI methods, such as logic programming, natural language understanding, knowledge-bases, etc., have been applied to the development of intelligent database systems capable of deduction, natural language query understanding, cooperative query answering, and substantial query guidance. In this book, the authors review some knowledge-base assisted database access techniques, incorporating techniques to form a new kind of database front-end. The results of these applications are summarized and explained. Contents: Natural Language, Knowledge, and DatabaseKnowledge-Based Natural Language Front-EndKnowledge-Based Database AssistantSemantic Network ModelsManipulation of User Misconceptions in Database RetrievalCooperative Answers to Indirect QueriesKnowledge-Base for Null Events Readership: Computer scientists. keywords:Natural Language;Knowledge-Base;Database Assistant;Semantic Network Models;User Beliefs and Misconceptions;Cooperative Answers to Indirect Queries;Handling Null Events

Common LISP Modules

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Publisher : Springer Science & Business Media
ISBN 13 : 1461231868
Total Pages : 209 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Common LISP Modules by : Mark Watson

Download or read book Common LISP Modules written by Mark Watson and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: While creativity plays an important role in the advancement of computer science, great ideas are built on a foundation of practical experience and knowledge. This book presents programming techniques which will be useful in both AI projects and more conventional software engineering endeavors. My primary goal is to enter tain, to introduce new technologies and to provide reusable software modules for the computer programmer who enjoys using programs as models for solutions to hard and interesting problems. If this book succeeds in entertaining, then it will certainly also educate. I selected the example application areas covered here for their difficulty and have provided both program examples for specific applications and (I hope) the method ology and spirit required to master problems for which there is no obvious solution. I developed the example programs on a Macintosh TM using the Macintosh Common LISP TM development system capturing screen images while the example programs were executing. To ensure portability to all Common LISP environments, I have provided a portable graphics library in Chapter 2. All programs in this book are copyrighted by Mark Watson. They can be freely used in any free or commercial software systems if the following notice appears in the fine print of the program's documentation: "This program contains software written by Mark Watson." No royalties are required. The program miniatures contained in this book may not be distributed by posting in source code form on public information networks, or in printed form without my written permission.

A New Technological Era for American Agriculture

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Author :
Publisher : Office of Technology Assessment
ISBN 13 :
Total Pages : 468 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis A New Technological Era for American Agriculture by : United States. Congress. Office of Technology Assessment

Download or read book A New Technological Era for American Agriculture written by United States. Congress. Office of Technology Assessment and published by Office of Technology Assessment. This book was released on 1992 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Database Management Systems

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Author :
Publisher : Butterworth-Heinemann
ISBN 13 : 1483278190
Total Pages : 470 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Database Management Systems by : Michael M. Gorman

Download or read book Database Management Systems written by Michael M. Gorman and published by Butterworth-Heinemann. This book was released on 2014-05-12 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Database Management Systems: Understanding and Applying Database Technology focuses on the processes, methodologies, techniques, and approaches involved in database management systems (DBMSs). The book first takes a look at ANSI database standards and DBMS applications and components. Discussion focus on application components and DBMS components, implementing the dynamic relationship application, problems and benefits of dynamic relationship DBMSs, nature of a dynamic relationship application, ANSI/NDL, and DBMS standards. The manuscript then ponders on logical database, interrogation, and physical database. Topics include choosing the right interrogation language, procedure-oriented language, system control capabilities, DBMSs and language orientation, logical database components, and data definition language. The publication examines system control, including system control components, audit trails, reorganization, concurrent operations, multiple database processing, security and privacy, system control static and dynamic differences, and installation and maintenance. The text is a valuable source of information for computer engineers and researchers interested in exploring the applications of database technology.

Natural Language Processing with Python

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596555717
Total Pages : 506 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis Natural Language Processing with Python by : Steven Bird

Download or read book Natural Language Processing with Python written by Steven Bird and published by "O'Reilly Media, Inc.". This book was released on 2009-06-12 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.