Exploitation of Information Processing Technologies to Extend Digital Library Applications_

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題名：	Exploitation of Information Processing Technologies to Extend Digital Library Applications
書刊名：	圖書館學與資訊科學
作者：	Yeh,Jian-hua／Chang,Jia-yang／Oyang,Yen-jen
出版日期：	1999
卷期：	25:1
頁次：	頁1-11
主題關鍵詞：	Information processing technologies；Digital library；Information extraction；Deductive inference；Data mining
原始連結：	連回原系統網址
相關次數：	被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0) 排除自我引用:0 共同引用:0 點閱:24

　　　　　This paper discusses exploitation of information processing technologies to extend digital library applications to new dimension. The discussion focuses on the following three information processing technologies. 1.information extraction. 2.deductive inference. 3.data mining. The most significant applications are discovery and derivation of new information and knowledge. This paper discusses how these information processing technologies can be exploited to complement the capabilities of human beings in the digital library domain. the tasks that the developed information processing utilities perform are simple and tedious intelligent information processing. However, because a digital library contains a large quantity of contents, it is common that human beings can hardly carry out such tasks exhaustively. As a result, a great amount of information and knowledge may remain undiscovered without the assistance of assistance of such utilities. On the other hands, with the developed information processing utilities, human being are the released from performing tedious work and can spend more time with more hilosophical activities to derive advanced knowledge.

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期刊論文
1.	Chen, Ming-Syan、Han, Jiawei、Yu, Philip S.(1996)。Data Mining: An Overview from a Database Perspective。IEEE Transactions on Knowledge and Data Engineering，8(6)，866-883。
2.	Glymour, Clark、Madigan, David、Pregibon, Darry、Smyth, Padhraic(1996)。Statistical inference and data mining。Special Issue of the Communications of the ACM on Data Mining and knowledge Discovery，39(11)，35-41。
3.	Arms, William Y.、Blanchi, Christophe、Overly, Edward A.(1997)。An architecture for information in digital libraries。D-Lib Magazine。
4.	Cowie, J.、Lehnert, W.(1996)。Information extraction。Communications of the ACM，39(1)，80-91。
5.	Fayyad, Usama M.、Shapiro, Gregory Piatets-ky、Smyth, Padhraic(1996)。Data mining and knowledge discovery in database: An overview。Special Issue of the Communications of the ACM on Data Mining and knowledge Discovery，39(11)，24-26。
6.	Imielinski, Tomasz、Mannila, Heikki(1996)。A database perspective on KDD。Special Issue of the Communications of the ACM on Data Mining and knowledge Discovery，39(11)，58-64。
7.	Weibel, S. L.(1995)。Metadata: The foundations of resource description。D-Lib Magazine。

會議論文
1.	Nuernberg, Peter J.、Furuta, Richard、Leggett, John J.、Marshall, Catherine C.、Shipman, Frank M. III.(1995)。Digital libraries: Issues and architectures。Austin, Texas, USA。
2.	Gladney, Henry M.、Fox Zahid Ahmed, Edward A.、Ashany, Ron、Belkin, Nicholas J.、Lesk, Michael、Tong, Richard、Zemankova, Maria(1994)。Digital library: Gross structure and requirements。College Station, Texas, USA。
3.	Baldonado, Michelle、Chang, Chen-Chuan、Gravano, Luis、Paepcke, Andreas(1997)。Metadata for digital libraries: Architecture and design rationale。Philadephia, USA。
4.	Jin, Guo(1996)。Context-centered template matching for chinese lexicon construction。Taipei, Taiwan。
5.	Hearst, Marti A.(1992)。Automatic acquisition of hyponyms from large text corpora。Nantes, France。
6.	Han, Jia Wei(1997)。Data mining: Where is it heading?。Birmingham, England。

研究報告
1.	Soderland, Stephen G.(1996)。CRYSTAL: Learning Domain-specic Text Analysis Rules。
2.	Soderland, Stephen、Fisher, David、Lehner, Wendy(1997)。Automatically learned vs. hand-crafted text analysis rules。
3.	Kahn, Robert、Wilensky, Robert(1995)。A framework for distributed digital object services。

圖書
1.	Fagin, R.、Halpern, J. Y.、Moses, Y.、Vardi, M. Y.(1995)。Reasoning about Knowledge。Reasoning about Knowledge。
2.	Russell, Stuart J.、Norvig, Peter(1995)。Artificial Intelligence: A modern Approach。Prentice-Hall Inc.。
3.	Schatz, Bruce R.、Chen, Hsin-Chun(1996)。Building large-scale digital libraries。Computer theme issue on the US Digital Library Initiative。

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