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Digital library applications : : CBIR, education, social networks, eScience/simulation, and GIS /

By: Fox, Edward A. (Edward Alan) 1950-, [editor.].
Contributor(s): Leidig, Jonathan P [editor.].
Material type: materialTypeLabelBookSeries: Synthesis digital library of engineering and computer science: ; Synthesis lectures on information concepts, retrieval, and services: # 32.Publisher: San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool, 2014.Edition: First edition.Description: 1 PDF (xxvii, 147 pages) : illustrations.Content type: text Media type: electronic Carrier type: online resourceISBN: 9781627050333.Subject(s): Digital libraries | 5S framework | AlgoViz | content-based image retrieval (CBIR) | Crisis/Tragedy/Recovery network (CTRnet) | digital libraries (DLs) | e-science | education | Ensemble | epidemiology | fingerprints | formalization | images | geocoding | geospatial information | portals | SimDL | simulation | social networksDDC classification: 025.00285 Online resources: Abstract with links to resource | Abstract with links to full text Also available in print.
Contents:
1. Content-based image retrieval / Ricardo da Silva Torres, Nadia P. Kozievitch, Uma Murthy, and Alexandre X. Falcao -- 1.1 Introduction -- 1.2 Content-based image retrieval -- 1.3 Related work -- 1.3.1 Image descriptors -- 1.3.2 CBIR systems -- 1.3.3 Indexing structures -- 1.3.4 Effectiveness measures -- 1.3.5 User interaction in CBIR systems -- 1.3.6 Applications -- 1.4 Formalization -- 1.5 Case study -- 1.6 Research challenges -- 1.7 Summary -- 1.8 Exercises and projects --
2. Education / Eric Fouh and Yinlin Chen -- 2.1 Introduction -- 2.2 Related work -- 2.3 Information seeking in an EDL -- 2.4 Information organization in an EDL -- 2.5 A quality-enhanced minimal 5S DL -- 2.6 Implementation of educational digital libraries -- 2.6.1 Federated search and harvesting of metadata -- 2.6.2 EDL with content authoring capabilities -- 2.6.3 Metadata interchange -- 2.7 Formalization -- 2.8 Case studies -- 2.8.1 AlgoViz -- 2.8.2 Ensemble -- 2.9 Summary -- 2.10 Exercises and projects --
3. Social networks in digital libraries / Monika Akbar and Clifford A. Shaffer -- 3.1 Introduction -- 3.2 Related work -- 3.3 Formalization -- 3.4 Finding communities in a digital library -- 3.5 Analysis of passive social networks -- 3.5.1 Graph partitioning -- 3.5.2 Topic modeling -- 3.6 Case study: the AlgoViz portal -- 3.6.1 Deduced social networks -- 3.6.2 Community detection on DSN -- 3.6.3 Community interests -- 3.7 Applications and future direction -- 3.8 Summary -- 3.9 Exercises and projects --
4. eScience and simulation digital libraries / Jonathan P. Leidig, Spencer Lee, and Sung Hee Park -- 4.1 Introduction -- 4.2 Related work -- 4.3 Formalization -- 4.3.1 Workflows, content, and ontologies definitions -- 4.3.2 User role and task definitions -- 4.3.3 Service definitions -- 4.4 Case studies -- 4.4.1 Computational epidemiology -- 4.4.2 Fingerprint algorithms -- 4.4.3 Large-scale network simulations -- 4.5 Summary -- 4.6 Exercises and projects --
5. Geospatial information / Lin Tzy Li and Ricardo da Silva Torres -- 5.1 Introduction -- 5.2 Basic concepts -- 5.2.1 Raster and vector data -- 5.2.2 Spatial relationships and queries -- 5.3 Related work -- 5.3.1 Geographic information retrieval -- 5.3.2 Multimodal retrieval for geographic information -- 5.3.3 Geographic information and digital libraries -- 5.4 A multimodal geotagging framework -- 5.5 Case study: image geocoding of Virginia Tech building photos -- 5.6 Formalization -- 5.7 Summary -- 5.8 Exercises and projects --
Bibliography -- Editors' biographies.
Abstract: Digital libraries (DLs) have evolved since their launch in 1991 into an important type of information system, with widespread application. This volume advances that trend further by describing new research and development in the DL field that builds upon the 5S (Societies, Scenarios, Spaces, Structures, Streams) framework, which is discussed in three other DL volumes in this series.While the 5S framework may be used to describe many types of information systems, and is likely to have even broader utility and appeal, we focus here on digital libraries.
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Item type Current location Call number Status Date due Barcode Item holds
E books E books PK Kelkar Library, IIT Kanpur
Available EBKE561
Total holds: 0

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 121-144).

1. Content-based image retrieval / Ricardo da Silva Torres, Nadia P. Kozievitch, Uma Murthy, and Alexandre X. Falcao -- 1.1 Introduction -- 1.2 Content-based image retrieval -- 1.3 Related work -- 1.3.1 Image descriptors -- 1.3.2 CBIR systems -- 1.3.3 Indexing structures -- 1.3.4 Effectiveness measures -- 1.3.5 User interaction in CBIR systems -- 1.3.6 Applications -- 1.4 Formalization -- 1.5 Case study -- 1.6 Research challenges -- 1.7 Summary -- 1.8 Exercises and projects --

2. Education / Eric Fouh and Yinlin Chen -- 2.1 Introduction -- 2.2 Related work -- 2.3 Information seeking in an EDL -- 2.4 Information organization in an EDL -- 2.5 A quality-enhanced minimal 5S DL -- 2.6 Implementation of educational digital libraries -- 2.6.1 Federated search and harvesting of metadata -- 2.6.2 EDL with content authoring capabilities -- 2.6.3 Metadata interchange -- 2.7 Formalization -- 2.8 Case studies -- 2.8.1 AlgoViz -- 2.8.2 Ensemble -- 2.9 Summary -- 2.10 Exercises and projects --

3. Social networks in digital libraries / Monika Akbar and Clifford A. Shaffer -- 3.1 Introduction -- 3.2 Related work -- 3.3 Formalization -- 3.4 Finding communities in a digital library -- 3.5 Analysis of passive social networks -- 3.5.1 Graph partitioning -- 3.5.2 Topic modeling -- 3.6 Case study: the AlgoViz portal -- 3.6.1 Deduced social networks -- 3.6.2 Community detection on DSN -- 3.6.3 Community interests -- 3.7 Applications and future direction -- 3.8 Summary -- 3.9 Exercises and projects --

4. eScience and simulation digital libraries / Jonathan P. Leidig, Spencer Lee, and Sung Hee Park -- 4.1 Introduction -- 4.2 Related work -- 4.3 Formalization -- 4.3.1 Workflows, content, and ontologies definitions -- 4.3.2 User role and task definitions -- 4.3.3 Service definitions -- 4.4 Case studies -- 4.4.1 Computational epidemiology -- 4.4.2 Fingerprint algorithms -- 4.4.3 Large-scale network simulations -- 4.5 Summary -- 4.6 Exercises and projects --

5. Geospatial information / Lin Tzy Li and Ricardo da Silva Torres -- 5.1 Introduction -- 5.2 Basic concepts -- 5.2.1 Raster and vector data -- 5.2.2 Spatial relationships and queries -- 5.3 Related work -- 5.3.1 Geographic information retrieval -- 5.3.2 Multimodal retrieval for geographic information -- 5.3.3 Geographic information and digital libraries -- 5.4 A multimodal geotagging framework -- 5.5 Case study: image geocoding of Virginia Tech building photos -- 5.6 Formalization -- 5.7 Summary -- 5.8 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 evolved since their launch in 1991 into an important type of information system, with widespread application. This volume advances that trend further by describing new research and development in the DL field that builds upon the 5S (Societies, Scenarios, Spaces, Structures, Streams) framework, which is discussed in three other DL volumes in this series.While the 5S framework may be used to describe many types of information systems, and is likely to have even broader utility and appeal, we focus here on digital libraries.

Also available in print.

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

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