Natural language data management and interfaces:
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 languag...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[San Rafael, California]
Morgan & Claypool Publishers
[2018]
|
| Schriftenreihe: | Synthesis lectures on data management
#49 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Part of: Synthesis digital library of engineering and computer science Title from PDF title page (viewed on August 29, 2018) |
| Beschreibung: | 1 Online-Resource (xix, 136 Seiten) Illustrationen |
| ISBN: | 9781681734095 |
| DOI: | 10.2200/S00866ED1V01Y201807DTM049 |
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| 520 | |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. | ||
| 520 | |a 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. | ||
| 520 | |a 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 | ||
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Datensatz im Suchindex
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| discipline | Informatik |
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| spelling | Li, Yunyao Verfasser (DE-588)1167197305 aut Natural language data management and interfaces Yunyao Li, Davood Rafiei [San Rafael, California] Morgan & Claypool Publishers [2018] © 2018 1 Online-Resource (xix, 136 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Synthesis lectures on data management #49 Part of: Synthesis digital library of engineering and computer science Title from PDF title page (viewed on August 29, 2018) 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 processing (Computer science) Datenmanagement (DE-588)4213132-7 gnd rswk-swf Schnittstelle (DE-588)4053059-0 gnd rswk-swf Natürliche Sprache (DE-588)4041354-8 gnd rswk-swf Datenbank (DE-588)4011119-2 gnd rswk-swf Natürliche Sprache (DE-588)4041354-8 s Datenmanagement (DE-588)4213132-7 s Datenbank (DE-588)4011119-2 s Schnittstelle (DE-588)4053059-0 s DE-604 Rafiei, Davood 1967- Verfasser (DE-588)1167197690 aut Erscheint auch als Druck-Ausgabe, paperback 978-1-68173-408-8 Erscheint auch als Druck-Ausgabe, hardcover 978-1-68173-410-1 Synthesis lectures on data management #49 (DE-604)BV036731811 49 https://doi.org/10.2200/S00866ED1V01Y201807DTM049 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Li, Yunyao Rafiei, Davood 1967- Natural language data management and interfaces Synthesis lectures on data management Natural language processing (Computer science) Datenmanagement (DE-588)4213132-7 gnd Schnittstelle (DE-588)4053059-0 gnd Natürliche Sprache (DE-588)4041354-8 gnd Datenbank (DE-588)4011119-2 gnd |
| subject_GND | (DE-588)4213132-7 (DE-588)4053059-0 (DE-588)4041354-8 (DE-588)4011119-2 |
| title | Natural language data management and interfaces |
| title_auth | Natural language data management and interfaces |
| title_exact_search | Natural language data management and interfaces |
| title_full | Natural language data management and interfaces Yunyao Li, Davood Rafiei |
| title_fullStr | Natural language data management and interfaces Yunyao Li, Davood Rafiei |
| title_full_unstemmed | Natural language data management and interfaces Yunyao Li, Davood Rafiei |
| title_short | Natural language data management and interfaces |
| title_sort | natural language data management and interfaces |
| topic | Natural language processing (Computer science) Datenmanagement (DE-588)4213132-7 gnd Schnittstelle (DE-588)4053059-0 gnd Natürliche Sprache (DE-588)4041354-8 gnd Datenbank (DE-588)4011119-2 gnd |
| topic_facet | Natural language processing (Computer science) Datenmanagement Schnittstelle Natürliche Sprache Datenbank |
| url | https://doi.org/10.2200/S00866ED1V01Y201807DTM049 |
| volume_link | (DE-604)BV036731811 |
| work_keys_str_mv | AT liyunyao naturallanguagedatamanagementandinterfaces AT rafieidavood naturallanguagedatamanagementandinterfaces |