大葉大學圖書館 |

Natural language data management and interfaces /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	006.35
書名/作者:	Natural language data management and interfaces // Yunyao Li, Davood Rafiei.
作者:	Li, Yunyao,
其他作者:	Rafiei, Davood,
面頁冊數:	1 PDF (xix, 136 pages) : : illustrations.
附註:	Part of: Synthesis digital library of engineering and computer science.
標題:	Natural language processing (Computer science)
ISBN:	9781681734095
書目註:	Includes bibliographical references (pages 113-129) and index.
內容註:	1. Introduction --
摘要、提要註:	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.
電子資源:	https://ieeexplore.ieee.org/servlet/opac?bknumber=8436567

Natural language data management and interfaces /
Li, Yunyao,

Natural language data management and interfaces /Yunyao Li, Davood Rafiei. - 1 PDF (xix, 136 pages) :illustrations. - Synthesis lectures on data management,# 492153-5426 ;. - Synthesis digital library of engineering and computer science..

Part of: Synthesis digital library of engineering and computer science.

Includes bibliographical references (pages 113-129) and index.

1. Introduction --

Abstract freely available; full-text restricted to subscribers or individual document purchasers.

Compendex

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.

Mode of access: World Wide Web.

ISBN: 9781681734095

Standard No.: 10.2200/S00866ED1V01Y201807DTM049doiSubjects--Topical Terms:

411876
Natural language processing (Computer science)
Subjects--Index Terms:

natural language data

LC Class. No.: QA76.9.N38 / L55 2018

Dewey Class. No.: 006.35

Natural language data management and interfaces /
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245 1 0 $a Natural language data management and interfaces / $c Yunyao Li, Davood Rafiei.
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300 $a 1 PDF (xix, 136 pages) : $b illustrations.
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490 1 $a Synthesis lectures on data management, $x 2153-5426 ; $v # 49
500 $a Part of: Synthesis digital library of engineering and computer science.
504 $a Includes bibliographical references (pages 113-129) and index.
505 0 $a 1. Introduction --
505 8 $a 2. Background -- 2.1 Part-of-speech tagging -- 2.2 Morphological analysis -- 2.3 Syntactic and dependency parsing -- 2.4 Semantic parsing -- 2.5 Question answering -- 2.6 Dialog system --
505 8 $a 3. Natural language data management -- 3.1 Overview -- 3.2 Data sources -- 3.3 Data models -- 3.3.1 Interpreting context as schema -- 3.3.2 Mapping content to more formal models -- 3.4 Queries -- 3.4.1 Boolean keyword queries -- 3.4.2 Grammar-based searches -- 3.4.3 Text pattern queries -- 3.4.4 Tree pattern queries -- 3.4.5 Combining text and tree pattern queries -- 3.4.6 Summary -- 3.5 Indexing natural language text -- 3.5.1 Indexing for text pattern queries -- 3.5.2 Indexing for tree pattern queries -- 3.5.3 Summary -- 3.6 Transforming natural language text -- 3.6.1 Meaning Representation -- 3.6.2 Meaning of words -- 3.6.3 Computing word semantics -- 3.6.4 Meaning of sentences -- 3.6.5 Information extraction -- 3.6.6 Entity linking -- 3.6.7 Summary and discussions -- 3.7 Summary --
505 8 $a 4. Natural language interfaces to databases -- 4.1 Overview -- 4.1.1 Anatomy -- 4.1.2 Challenges -- 4.1.3 Summary -- 4.2 Query understanding -- 4.2.1 Scope -- 4.2.2 Stateless vs. stateful -- 4.2.3 Parser error handling -- 4.3 Query translation -- 4.3.1 Bridging the semantic gap -- 4.3.2 Query construction -- 4.4 User interactions -- 4.4.1 Design considerations -- 4.4.2 User interaction models -- 4.4.3 Stateless vs. stateful -- 4.5 Notable systems -- 4.5.1 PRECISE -- 4.5.2 NLPQC -- 4.5.3 NaLIX -- 4.5.4 FREyA -- 4.5.5 NaLIR -- 4.5.6 NL2CM -- 4.5.7 ATHANA -- 4.5.8 SQLizer -- 4.5.9 Seq2SQL -- 4.5.10 Summary -- 4.6 Relationship to other areas -- 4.6.1 Relationship to question answering -- 4.6.2 Relationship to semantic parsing -- 4.7 Summary --
505 8 $a 5. Open challenges and opportunities -- 5.1 Resolving references -- 5.2 Understanding natural language text and queries -- 5.3 Mobile natural language data management -- 5.4 Multilingual/cross-lingual support -- 5.5 Evaluation --
505 8 $a 6. Conclusions -- Bibliography -- Authors' biographies -- Index.
506 $a Abstract freely available; full-text restricted to subscribers or individual document purchasers.
510 0 $a Compendex
510 0 $a INSPEC
510 0 $a Google scholar
510 0 $a Google book search
520 3 $a 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.
530 $a Also available in print.
538 $a Mode of access: World Wide Web.
538 $a System requirements: Adobe Acrobat Reader.
588 $a Title from PDF title page (viewed on August 29, 2018).
650 0 $a Natural language processing (Computer science) $3 411876
653 $a natural language data
653 $a natural language interfaces
653 $a natural language queries
653 $a querying natural language text
653 $a semantic parsing
653 $a human computer interaction
653 $a conversational natural language interfaces
700 1 $a Rafiei, Davood, $e author. $3 728983
776 0 8 $i Print version: $z 9781681734088 $z 9781681734101
830 0 $a Synthesis digital library of engineering and computer science. $3 461208
830 0 $a Synthesis lectures on data management ; $v # 48. $x 2153-5426 $3 728978
856 4 2 $3 Abstract with links to resource $u https://ieeexplore.ieee.org/servlet/opac?bknumber=8436567