000 | 06560nam a22006851i 4500 | ||
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001 | 8436567 | ||
003 | IEEE | ||
005 | 20200413152927.0 | ||
006 | m eo d | ||
007 | cr cn |||m|||a | ||
008 | 180829s2018 caua foab 001 0 eng d | ||
020 |
_a9781681734095 _qebook |
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020 |
_z9781681734101 _qhardcover |
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020 |
_z9781681734088 _qpaperback |
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024 | 7 |
_a10.2200/S00866ED1V01Y201807DTM049 _2doi |
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035 | _a(CaBNVSL)swl000408651 | ||
035 | _a(OCoLC)1050333994 | ||
040 |
_aCaBNVSL _beng _erda _cCaBNVSL _dCaBNVSL |
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050 | 4 |
_aQA76.9.N38 _bL55 2018 |
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082 | 0 | 4 |
_a006.35 _223 |
100 | 1 |
_aLi, Yunyao, _eauthor. |
|
245 | 1 | 0 |
_aNatural language data management and interfaces / _cYunyao Li, Davood Rafiei. |
264 | 1 |
_a[San Rafael, California] : _bMorgan & Claypool, _c2018. |
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300 |
_a1 PDF (xix, 136 pages) : _billustrations. |
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336 |
_atext _2rdacontent |
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337 |
_aelectronic _2isbdmedia |
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338 |
_aonline resource _2rdacarrier |
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490 | 1 |
_aSynthesis lectures on data management, _x2153-5426 ; _v# 49 |
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538 | _aMode of access: World Wide Web. | ||
538 | _aSystem requirements: Adobe Acrobat Reader. | ||
500 | _aPart of: Synthesis digital library of engineering and computer science. | ||
504 | _aIncludes bibliographical references (pages 113-129) and index. | ||
505 | 0 | _a1. Introduction -- | |
505 | 8 | _a2. 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 | _a3. 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 | _a4. 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 | _a5. 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 | _a6. Conclusions -- Bibliography -- Authors' biographies -- Index. | |
506 | _aAbstract freely available; full-text restricted to subscribers or individual document purchasers. | ||
510 | 0 | _aCompendex | |
510 | 0 | _aINSPEC | |
510 | 0 | _aGoogle scholar | |
510 | 0 | _aGoogle book search | |
520 | 3 | _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 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 | _aAlso available in print. | ||
588 | _aTitle from PDF title page (viewed on August 29, 2018). | ||
650 | 0 | _aNatural language processing (Computer science) | |
653 | _anatural language data | ||
653 | _anatural language interfaces | ||
653 | _anatural language queries | ||
653 | _aquerying natural language text | ||
653 | _asemantic parsing | ||
653 | _ahuman computer interaction | ||
653 | _aconversational natural language interfaces | ||
700 | 1 |
_aRafiei, Davood, _eauthor. |
|
776 | 0 | 8 |
_iPrint version: _z9781681734088 _z9781681734101 |
830 | 0 | _aSynthesis digital library of engineering and computer science. | |
830 | 0 |
_aSynthesis lectures on data management ; _v# 49. _x2153-5426 |
|
856 | 4 | 2 |
_3Abstract with links to resource _uhttps://ieeexplore.ieee.org/servlet/opac?bknumber=8436567 |
999 |
_c562314 _d562314 |