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Digital library technologies : : complex objects, annotation, ontologies, classification, extraction, and security /

By: Fox, Edward A. (Edward Alan) 1950-, [editor.].
Contributor(s): Torres, Ricardo da Silva [editor.].
Material type: materialTypeLabelBookSeries: Synthesis digital library of engineering and computer science: ; Synthesis lectures on information concepts, retrieval, and services: # 33.Publisher: San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool, 2014.Edition: First edition.Description: 1 PDF (xxvii, 177 pages) : illustrations.Content type: text Media type: electronic Carrier type: online resourceISBN: 9781627050319.Subject(s): Digital libraries | 5S | annotation | CINET | classification | complex objects | Crisis/Tragedy/Recovery network (CTRnet) | digital libraries (DLs) | ETDs | fingerprints | Flickr | formalization | network science | OAI-ORE | ontologies | security | subdocuments | SuperIDR | superimposed information | text extractionDDC classification: 025.00285 Online resources: Abstract with links to resource | Abstract with links to full text Also available in print.
Contents:
1. Complex objects / Nadia P. Kozievitch and Ricardo da Silva Torres -- 1.1 Introduction -- 1.2 Complex objects -- 1.2.1 Definitions -- 1.2.2 Technologies for handling complex objects -- 1.2.3 Comparison of co-related technologies (DCC, Buckets, OAI-ORE) -- 1.3 Related work -- 1.4 Formalization -- 1.4.1 Complex object -- 1.5 Case study: fingerprint digital library -- 1.5.1 Introduction -- 1.5.2 Integration of digital libraries -- 1.5.3 Implementation -- 1.6 Summary -- 1.7 Exercises and projects --
2. Annotation / Uma Murthy, Lois M. Delcambre, Ricardo da Silva Torres, and Nadia P. Kozievitch -- 2.1 Introduction -- 2.2 Related work -- 2.2.1 Superimposed information -- 2.2.2 Subdocuments and hypertext -- 2.2.3 Subdocuments and SI in digital libraries -- 2.2.4 Subdocuments and annotations -- 2.3 Review of select definitions -- 2.3.1 Complex objects -- 2.4 Formalization and approach to a DL with superimposed information (SI-DL) -- 2.4.1 5S extensions -- 2.4.2 Collections and catalogs -- 2.4.3 Services -- 2.4.4 SI-DL -- 2.5 Case study: using the SI-DL metamodel to describe SuperIDR -- 2.5.1 SuperIDR -- 2.5.2 Analyzing and describing SuperIDR -- 2.6 Summary -- 2.7 Exercises and projects --
3. Ontologies / Seungwon Yang and Mohamed Magdy Gharib Farag -- 3.1 Introduction -- 3.1.1 What is an ontology -- 3.1.2 Kinds of ontologies -- 3.1.3 Ontology languages -- 3.2 Literature review -- 3.2.1 Ontology engineering -- 3.2.2 Ontology and digital libraries -- 3.3 Ontology engineering -- 3.3.1 Methodologies -- 3.3.2 Tools -- 3.3.3 Reasoning ontology -- 3.4 Ontology applications -- 3.4.1 Semantic web -- 3.4.2 Focused crawling -- 3.5 Case study: crisis, tragedy, and recovery (CTR) ontology -- 3.5.1 Approach -- 3.6 Summary -- 3.7 Exercises and projects --
4. Classification / Venkat Srinivasan and Pranav Angara -- 4.1 Introduction -- 4.1.1 Motivation -- 4.1.2 ETDs and NDLTD -- 4.1.3 Problem summary -- 4.1.4 Research questions -- 4.1.5 Contributions of this project -- 4.2 Related work -- 4.2.1 Definitions -- 4.2.2 Hierarchical text classification -- 4.2.3 Naive Bayes classifier -- 4.2.4 Neural networks classifier -- 4.2.5 Search-based strategy -- 4.2.6 Comparative analysis -- 4.2.7 Scalability analysis -- 4.3 5S formalism -- 4.3.1 Streams -- 4.3.2 Structures -- 4.3.3 Spaces -- 4.3.4 Scenarios -- 4.3.5 Societies -- 4.3.6 Formal definition of classification -- 4.3.7 Hierarchical classification -- 4.4 Case study: hierarchical classification of ETDs -- 4.4.1 Building a taxonomy -- 4.4.2 Crawling ETD metadata -- 4.4.3 Categorizing ETDs -- 4.5 Summary -- 4.6 Exercises and projects --
5. Text extraction / Sung Hee Park, Venkat Srinivasan, and Pranav Angara -- 5.1 Introduction -- 5.1.1 Rationale and scope -- 5.1.2 Research topic -- 5.1.3 Problems and applications -- 5.2 Related work -- 5.2.1 Algorithms -- 5.2.2 Feature selection -- 5.3 Formalization -- 5.3.1 Informal definitions -- 5.3.2 Formal definitions -- 5.4 Case studies -- 5.4.1 Document segmentation -- 5.4.2 Reference section extraction -- 5.5 Summary -- 5.6 Exercises and projects --
6. Security / Noha Elsherbiny -- 6.1 Introduction -- 6.2 Basic concepts -- 6.3 Related work -- 6.3.1 Content -- 6.3.2 Performance -- 6.3.3 User -- 6.3.4 Functionality -- 6.3.5 Architecture -- 6.3.6 Quality -- 6.3.7 Policy -- 6.4 Formalization -- 6.4.1 Streams -- 6.4.2 Structures -- 6.4.3 Spaces -- 6.4.4 Scenarios -- 6.4.5 Societies -- 6.4.6 Connecting the Ss -- 6.5 Case studies -- 6.5.1 CTRnet/IDEAL -- 6.5.2 CINET -- 6.6 Summary -- 6.7 Exercises and projects --
Bibliography -- Editors' biographies.
Abstract: 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.
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Mode of access: World Wide Web.

System requirements: Adobe Acrobat Reader.

Part of: Synthesis digital library of engineering and computer science.

Series from website.

Includes bibliographical references (pages 155-173).

1. Complex objects / Nadia P. Kozievitch and Ricardo da Silva Torres -- 1.1 Introduction -- 1.2 Complex objects -- 1.2.1 Definitions -- 1.2.2 Technologies for handling complex objects -- 1.2.3 Comparison of co-related technologies (DCC, Buckets, OAI-ORE) -- 1.3 Related work -- 1.4 Formalization -- 1.4.1 Complex object -- 1.5 Case study: fingerprint digital library -- 1.5.1 Introduction -- 1.5.2 Integration of digital libraries -- 1.5.3 Implementation -- 1.6 Summary -- 1.7 Exercises and projects --

2. Annotation / Uma Murthy, Lois M. Delcambre, Ricardo da Silva Torres, and Nadia P. Kozievitch -- 2.1 Introduction -- 2.2 Related work -- 2.2.1 Superimposed information -- 2.2.2 Subdocuments and hypertext -- 2.2.3 Subdocuments and SI in digital libraries -- 2.2.4 Subdocuments and annotations -- 2.3 Review of select definitions -- 2.3.1 Complex objects -- 2.4 Formalization and approach to a DL with superimposed information (SI-DL) -- 2.4.1 5S extensions -- 2.4.2 Collections and catalogs -- 2.4.3 Services -- 2.4.4 SI-DL -- 2.5 Case study: using the SI-DL metamodel to describe SuperIDR -- 2.5.1 SuperIDR -- 2.5.2 Analyzing and describing SuperIDR -- 2.6 Summary -- 2.7 Exercises and projects --

3. Ontologies / Seungwon Yang and Mohamed Magdy Gharib Farag -- 3.1 Introduction -- 3.1.1 What is an ontology -- 3.1.2 Kinds of ontologies -- 3.1.3 Ontology languages -- 3.2 Literature review -- 3.2.1 Ontology engineering -- 3.2.2 Ontology and digital libraries -- 3.3 Ontology engineering -- 3.3.1 Methodologies -- 3.3.2 Tools -- 3.3.3 Reasoning ontology -- 3.4 Ontology applications -- 3.4.1 Semantic web -- 3.4.2 Focused crawling -- 3.5 Case study: crisis, tragedy, and recovery (CTR) ontology -- 3.5.1 Approach -- 3.6 Summary -- 3.7 Exercises and projects --

4. Classification / Venkat Srinivasan and Pranav Angara -- 4.1 Introduction -- 4.1.1 Motivation -- 4.1.2 ETDs and NDLTD -- 4.1.3 Problem summary -- 4.1.4 Research questions -- 4.1.5 Contributions of this project -- 4.2 Related work -- 4.2.1 Definitions -- 4.2.2 Hierarchical text classification -- 4.2.3 Naive Bayes classifier -- 4.2.4 Neural networks classifier -- 4.2.5 Search-based strategy -- 4.2.6 Comparative analysis -- 4.2.7 Scalability analysis -- 4.3 5S formalism -- 4.3.1 Streams -- 4.3.2 Structures -- 4.3.3 Spaces -- 4.3.4 Scenarios -- 4.3.5 Societies -- 4.3.6 Formal definition of classification -- 4.3.7 Hierarchical classification -- 4.4 Case study: hierarchical classification of ETDs -- 4.4.1 Building a taxonomy -- 4.4.2 Crawling ETD metadata -- 4.4.3 Categorizing ETDs -- 4.5 Summary -- 4.6 Exercises and projects --

5. Text extraction / Sung Hee Park, Venkat Srinivasan, and Pranav Angara -- 5.1 Introduction -- 5.1.1 Rationale and scope -- 5.1.2 Research topic -- 5.1.3 Problems and applications -- 5.2 Related work -- 5.2.1 Algorithms -- 5.2.2 Feature selection -- 5.3 Formalization -- 5.3.1 Informal definitions -- 5.3.2 Formal definitions -- 5.4 Case studies -- 5.4.1 Document segmentation -- 5.4.2 Reference section extraction -- 5.5 Summary -- 5.6 Exercises and projects --

6. Security / Noha Elsherbiny -- 6.1 Introduction -- 6.2 Basic concepts -- 6.3 Related work -- 6.3.1 Content -- 6.3.2 Performance -- 6.3.3 User -- 6.3.4 Functionality -- 6.3.5 Architecture -- 6.3.6 Quality -- 6.3.7 Policy -- 6.4 Formalization -- 6.4.1 Streams -- 6.4.2 Structures -- 6.4.3 Spaces -- 6.4.4 Scenarios -- 6.4.5 Societies -- 6.4.6 Connecting the Ss -- 6.5 Case studies -- 6.5.1 CTRnet/IDEAL -- 6.5.2 CINET -- 6.6 Summary -- 6.7 Exercises and projects --

Bibliography -- Editors' biographies.

Abstract freely available; full-text restricted to subscribers or individual document purchasers.

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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.

Also available in print.

Title from PDF title page (viewed on April 22, 2014).

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