Digital Library Technologies (Paperback)
暫譯: 數位圖書館技術 (平裝本)
Edward A. Fox, Ricardo da Silva Torres
- 出版商: Morgan & Claypool
- 出版日期: 2014-03-01
- 售價: $1,580
- 貴賓價: 9.5 折 $1,501
- 語言: 英文
- 頁數: 206
- 裝訂: Paperback
- ISBN: 1627050302
- ISBN-13: 9781627050302
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商品描述
Digital libraries (DLs) have introduced new technologies, as well as leveraging, enhancing, and integrating related technologies, since the early 1990s. These efforts have been enriched through a formal approach, e.g., the 5S (Societies, Scenarios, Spaces, Structures, Streams) framework, which is discussed in two earlier volumes in this series. This volume should help advance work not only in DLs, but also in the WWW and other information systems.
Drawing upon four (Kozievitch, Murthy, Park, Yang) completed and three (Elsherbiny, Farag, Srinivasan) in-process dissertations, as well as the efforts of collaborating researchers and scores of related publications, presentations, tutorials, and reports, this book should advance the DL field with regard to at least six key technologies. By integrating surveys of the state-of-the-art, new research, connections with formalization, case studies, and exercises/projects, this book can serve as a computing or information science textbook. It can support studies in cyber-security, document management, hypertext/hypermedia, IR, knowledge management, LIS, multimedia, and machine learning.
Chapter 1, with a case study on fingerprint collections, focuses on complex (composite, compound) objects, connecting DL and related work on buckets, DCC, and OAI-ORE. Chapter 2, discussing annotations, as in hypertext/hypermedia, emphasizes parts of documents, including images as well as text, managing superimposed information. The SuperIDR system, and prototype efforts with Flickr, should motivate further development and standardization related to annotation, which would benefit all DL and WWW users. Chapter 3, on ontologies, explains how they help with browsing, query expansion, focused crawling, and classification. This chapter connects DLs with the Semantic Web, and uses CTRnet as an example. Chapter 4, on (hierarchical) classification, leverages LIS theory, as well as machine learning, and is important for DLs as well as the WWW. Chapter 5, on extraction from text, covers document segmentation, as well as how to construct a database from heterogeneous collections of references (from ETDs); i.e., converting strings to canonical forms. Chapter 6 surveys the security approaches used in information systems, and explains how those approaches can apply to digital libraries which are not fully open.
Given this rich content, those interested in DLs will be able to find solutions to key problems, using the right technologies and methods. We hope this book will help show how formal approaches can enhance the development of suitable technologies and how they can be better integrated with DLs and other information systems.
商品描述(中文翻譯)
數位圖書館(DLs)自1990年代初期以來引入了新技術,並利用、增強及整合相關技術。這些努力透過正式的方法得以豐富,例如在本系列的前兩卷中討論的5S(社會、情境、空間、結構、流程)框架。本卷應有助於推進不僅在數位圖書館領域的工作,還包括萬維網(WWW)及其他資訊系統。
本書基於四篇已完成的論文(Kozievitch、Murthy、Park、Yang)和三篇正在進行中的論文(Elsherbiny、Farag、Srinivasan),以及合作研究者的努力和大量相關出版物、報告、簡報和教程,應能在至少六項關鍵技術方面推進數位圖書館領域。透過整合最先進技術的調查、新研究、與形式化的連結、案例研究及練習/專案,本書可以作為計算或資訊科學的教科書。它可以支持網路安全、文件管理、超文本/超媒體、資訊檢索(IR)、知識管理、圖書資訊科學(LIS)、多媒體及機器學習等領域的研究。
第一章以指紋收集的案例研究為重點,聚焦於複雜(複合、合成)物件,連結數位圖書館與桶、數位內容協調(DCC)及OAI-ORE的相關工作。第二章討論註解,類似於超文本/超媒體,強調文件的部分,包括圖像和文本,管理重疊資訊。SuperIDR系統及與Flickr的原型努力應能激勵與註解相關的進一步發展和標準化,這將使所有數位圖書館和WWW的使用者受益。第三章關於本體論,解釋了它們如何幫助瀏覽、查詢擴展、聚焦爬蟲和分類。本章將數位圖書館與語意網連結,並以CTRnet作為範例。第四章關於(層級)分類,利用圖書資訊科學理論及機器學習,對數位圖書館和WWW都很重要。第五章關於文本提取,涵蓋文件分段,以及如何從異質的參考集合(來自ETDs)構建數據庫;即,將字符串轉換為標準形式。第六章調查資訊系統中使用的安全方法,並解釋這些方法如何應用於不完全開放的數位圖書館。
鑑於這豐富的內容,對數位圖書館感興趣的人將能夠找到關鍵問題的解決方案,使用正確的技術和方法。我們希望本書能幫助展示正式方法如何增強適當技術的發展,以及如何更好地與數位圖書館和其他資訊系統整合。