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020 _a9783031018626
_9978-3-031-01862-6
024 7 _a10.1007/978-3-031-01862-6
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM043000
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072 7 _aUKN
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082 0 4 _a004.6
_223
100 1 _aLi, Yunyao.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_982157
245 1 0 _aNatural Language Data Management and Interfaces
_h[electronic resource] /
_cby Yunyao Li, Davood Rafiei.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXIX, 136 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Data Management,
_x2153-5426
505 0 _aPreface -- Acknowledgments -- Introduction -- Background -- Natural Language Data Management -- Natural Language Interfaces to Databases -- Open Challenges and Opportunities -- Conclusions -- Bibliography -- Authors' Biographies -- Index.
520 _aThe 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 naturallanguage 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 andindustrial environments.
650 0 _aComputer networks .
_931572
650 0 _aData structures (Computer science).
_98188
650 0 _aInformation theory.
_914256
650 1 4 _aComputer Communication Networks.
_982158
650 2 4 _aData Structures and Information Theory.
_931923
700 1 _aRafiei, Davood.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_982159
710 2 _aSpringerLink (Online service)
_982160
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031000898
776 0 8 _iPrinted edition:
_z9783031007347
776 0 8 _iPrinted edition:
_z9783031029905
830 0 _aSynthesis Lectures on Data Management,
_x2153-5426
_982161
856 4 0 _uhttps://doi.org/10.1007/978-3-031-01862-6
912 _aZDB-2-SXSC
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