| 000 -LEADER |
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| fixed length control field |
06560nam a22006851i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
8436567 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200413152927.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
180829s2018 caua foab 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781681734095 |
| Qualifying information |
ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781681734101 |
| Qualifying information |
hardcover |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781681734088 |
| Qualifying information |
paperback |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00866ED1V01Y201807DTM049 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl000408651 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1050333994 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.N38 |
| Item number |
L55 2018 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.35 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Li, Yunyao, |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Natural language data management and interfaces / |
| Statement of responsibility, etc. |
Yunyao Li, Davood Rafiei. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
[San Rafael, California] : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2018. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xix, 136 pages) : |
| Other physical details |
illustrations. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on data management, |
| International Standard Serial Number |
2153-5426 ; |
| Volume/sequential designation |
# 49 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 113-129) and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
6. Conclusions -- Bibliography -- Authors' biographies -- Index. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
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 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on August 29, 2018). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Natural language processing (Computer science) |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
natural language data |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
natural language interfaces |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
natural language queries |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
querying natural language text |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
semantic parsing |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
human computer interaction |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
conversational natural language interfaces |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Rafiei, Davood, |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781681734088 |
| -- |
9781681734101 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on data management ; |
| Volume/sequential designation |
# 49. |
| International Standard Serial Number |
2153-5426 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
https://ieeexplore.ieee.org/servlet/opac?bknumber=8436567 |
