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

Author: Edward A Fox; Ricardo da Silva Torres
Publisher: [San Rafael, California] : Morgan & Claypool Publishers, [2014] ©2014
Series: Synthesis lectures on information concepts, retrieval, and services, #33.
Edition/Format:   Print book : English : First editionView all editions and formats
Database:WorldCat
Summary:
"Digital libraries 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  Read more...
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Additional Physical Format: Online version:
Digital library technologies.
[San Rafael, California] : Morgan & Claypool Publishers, [2014]
(OCoLC)877885344
Document Type: Book
All Authors / Contributors: Edward A Fox; Ricardo da Silva Torres
ISBN: 9781627050302 1627050302
OCLC Number: 847941539
Description: xxvii, 177 pages : illustrations ; 24 cm.
Contents: Complex objects / Nadia P. Kozievitch and Ricardo da Silva Torres --
Annotation / Uma Murthy, Lois M. Delcambre, Ricardo da Silva Torres, and Nadia P. Kozievitch --
Ontologies / Seungwon Yang and Mohamed Magdy Gharib Farag --
Classification / Venkat Srinivasan and Pranav Angara --
Text extraction / Sung Hee Park, Venkat Srinivasan, and Pranav Angara --
Security / Noha Elsherbiny. 1. Complex objects. Definitions --
Technologies for handling complex objects --
Comparison of co-related technologies (DCC, Buckets, OAI-ORE) --
Related work --
Formalization --
Complex object --
Case study: fingerprint digital library --
Integration of digital libraries --
Implementation. 2. Annotation. Related work --
Superimposed information --
Subdocuments and hypertext --
Subdocuments and SI in digital libraries --
Subdocuments and annotations --
Review of select definitions --
Complex objects --
Formalization and approach to a DL with superimposed information (SI-DL) --
5S extensions --
Collections and catalogs --
Services --
SI-DL --
Case study: using the SI-DL metamodel to describe SuperIDR --
SuperIDR --
Analyzing and describing SuperIDR. 3. Ontologies. What is an ontology --
Kinds of ontologies --
Ontology languages --
Literature review --
Ontology engineering --
Ontology and digital libraries --
Ontology engineering --
Methodologies --
Tools --
Reasoning ontology --
Ontology applications --
Semantic web --
Focused crawling --
Case study: crisis, tragedy, and recovery (CTR) ontology --
Approach --
Exercises and projects. 4. Classification. Motivation --
ETDs and NDLTD --
Problem summary --
Research questions --
Contributions of this project --
Related work --
Definitions --
Hierarchical text classification --
Naive Bayes classifier --
Neural networks classifier --
Search-based strategy --
Comparative analysis --
Scalability analysis --
Streams --
Structures --
Spaces --
Scenarios --
Societies --
Formal definition of classification --
Hierarchical classification --
Case study: hierarchical classification of ETDs --
Building a taxonomy --
Crawling ETD metadata --
Categorizing ETDs. 5. Text extraction. Rationale and scope --
Research topic --
Problems and applications --
Related work --
Algorithms --
Feature selection --
Formalization --
Informal definitions --
Formal definitions --
Document segmentation --
Reference section extraction. 6. Security. Basic concepts --
Related work --
Content --
Performance --
User --
Functionality --
Architecture --
Quality --
Policy --
Formalization --
Streams --
Structures --
Spaces --
Scenarios --
Societies --
Connecting the 5s --
Case studies --
CTRnet/IDEAL --
CINET --
Summary --
Exercises and projects.
Series Title: Synthesis lectures on information concepts, retrieval, and services, #33.
Responsibility: [editors] Edward A. Fox, Ricardo da Silva Torres ; chapter authors, Pranav Angara [and 11 others].

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  Read more...

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