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Titlebook: Natural Language Data Management and Interfaces; Yunyao Li,Davood Rafiei Book 2018 Springer Nature Switzerland AG 2018

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發(fā)表于 2025-3-21 18:03:20 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Natural Language Data Management and Interfaces
編輯Yunyao Li,Davood Rafiei
視頻videohttp://file.papertrans.cn/662/661785/661785.mp4
叢書名稱Synthesis Lectures on Data Management
圖書封面Titlebook: Natural Language Data Management and Interfaces;  Yunyao Li,Davood Rafiei Book 2018 Springer Nature Switzerland AG 2018
描述.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 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 chall
出版日期Book 2018
版次1
doihttps://doi.org/10.1007/978-3-031-01862-6
isbn_softcover978-3-031-00734-7
isbn_ebook978-3-031-01862-6Series ISSN 2153-5418 Series E-ISSN 2153-5426
issn_series 2153-5418
copyrightSpringer Nature Switzerland AG 2018
The information of publication is updating

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發(fā)表于 2025-3-21 21:10:07 | 只看該作者
Natural Language Interfaces to Databases,ces have long been regarded as the holy grail for query interface to databases [Li et al., 2006]. Numerous science fictions include androids (e.g., Data in . by Paramount Pictures [1987] or Samantha in . by Warner Bros. Entertainment Inc. [2013]) that allow human to retrieve data via natural languag
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發(fā)表于 2025-3-22 00:52:09 | 只看該作者
Open Challenges and Opportunities,lysis, question answering, and information extraction. Database management systems are also affected by these developments, and this book reviews two areas where the progress has been significant: (1) natural language interfaces to databases and (2) natural language data management. The merger of da
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978-3-031-00734-7Springer Nature Switzerland AG 2018
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2153-5418 b, 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
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Natural Language Interfaces to Databases,ang, 2016], as such it requires no prior knowledge of any formal query language, database schema, or the exact terminology of the underlying data. In reality, unfortunately, despite years of research efforts [Sujatha et al., 2012], natural language interfaces to databases largely remains an open research problem.
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