Nlp Application: Natural Language Questions and SQL Using Computational Linguistics
Kedwan, Ftoon
- 出版商: CRC
- 出版日期: 2023-09-06
- 售價: $2,670
- 貴賓價: 9.5 折 $2,537
- 語言: 英文
- 頁數: 166
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 103253835X
- ISBN-13: 9781032538358
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相關分類:
SQL、Text-mining
海外代購書籍(需單獨結帳)
相關主題
商品描述
Applying Natural Language Processing (NLP) concepts to help humans in their daily life, this book discusses an automatic translation of an unstructured Natural Language Question (NLQ) into a Structured Query Language (SQL) statement. Using SQL as a Relational DataBase (RDB) interaction language, database administrators or general users with little to no SQL querying abilities are provided with all the knowledge necessary to perform queries on RDBs in an interactive manner.
Key Features:
- Includes extensive and illustrative examples to simplify the discussed concepts
- Discusses a novel, and yet simple, approach to NLP
- Introduces a lightweight NLQ into SQL translation approach through the use of RDB MetaTables as a Hash table
- Extensive literature review and thorough background information on every tool, concept and technique applied
Providing a unique approach to NLQ into SQL translation, as well as comprising disparate resources on NLP as a whole, this shortform book is of direct use to administrators and general users of databases.
商品描述(中文翻譯)
應用自然語言處理（NLP）概念來幫助人們在日常生活中，本書討論了將非結構化自然語言問題（NLQ）自動翻譯為結構化查詢語言（SQL）語句。使用SQL作為關聯式數據庫（RDB）交互語言，提供給數據庫管理員或具有少量或無SQL查詢能力的一般用戶進行交互式查詢所需的所有知識。
主要特點：
- 包含大量且具有說明性的示例，以簡化所討論的概念
- 討論了一種新穎且簡單的NLP方法
- 通過使用RDB元表作為哈希表，引入了一種輕量級的NLQ到SQL翻譯方法
- 對應用的每個工具、概念和技術進行了廣泛的文獻回顧和詳細的背景信息
本書提供了一種獨特的NLQ到SQL翻譯方法，並包含了關於NLP的各種資源，對於數據庫管理員和一般用戶來說具有直接的用途。
作者簡介
Ftoon Kedwan is a recognized expert and researcher in the field of Artificial Intelligence, Software Engineering, Big Data Analysis, Machine Learning, and Health Informatics. Dr. Kedwan is experienced in industry and academics and is affiliated with many recognized organizations and universities, such as Queen's University, the Royal Military College of Canada (RMC), St. Francis Xavier University (StFX), the University of Prince Mugrin (UPM), and the Saudi National Guard Hospital.
作者簡介(中文翻譯)
Ftoon Kedwan 是人工智慧、軟體工程、大數據分析、機器學習和健康資訊學領域的知名專家和研究者。Kedwan 博士在工業界和學術界都有豐富的經驗，並與許多知名組織和大學合作，包括皇后大學、加拿大皇家軍事學院 (RMC)、聖弗朗西斯·泽维尔大学 (StFX)、沙特穆格林大学 (UPM) 和沙特國民護衛醫院。
