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Digital Libraries for Education: Foundations to Case Studies Invited Talk at Digital Library --- Advance the Efficiency of Knowledge Utilization September 6-8, 2004 Century Golden Resources Hotel, Beijing, China Edward A. Fox fox@vt.edu http://fox.cs.vt.edu
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Acknowledgements (Selected) Sponsors: ACM, Adobe, AOL, IBM, Microsoft, NASA, NLM, NSF, OCLC, SUN, US Dept. of Ed. (FIPSE) VT Faculty/Staff: Debra Dudley, Weiguo Fan, Gail McMillan, Manuel Perez, Naren Ramakrishnan, Layne Watson, … VT Students: Yuxin Chen, Shahrooz Feizabadi, Marcos Goncalves, Nithiwat Kampanya, S.H. Kim, Aaron Krowne, Bing Liu, Ming Luo, Paul Mather, Fernando Das Neves, Unni. Ravindranathan, Ryan Richardson, Rao Shen, Ohm Sornil, Hussein Suleman, Ricardo Torres, Wensi Xi, Baoping Zhang, …
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ACKNOWLEDGEMENTS (NDLTD) NDLTD Board of Directors, previous Steering Committee + other NDLTD committees; those running Electronic Thesis & Dissertation (ETD) initiatives in universities, regions, countries Helpful sponsorship by many organizations, especially Adobe (new initiative!), CONACyT, DFG, FIPSE (US Dept. Education), IBM, Microsoft, NSF (IIS-9986089, 0086227, 0080748, 0325579; DUE-0121679, 0136690, 0121741, 0333601), OCLC, SOLINET, SUN, SURA, UNESCO, VTLS, many governments (Australia, Germany, India, …), … Colleagues at Virginia Tech (faculty, staff, students), and collaborators at many universities Slides included from: Vinod Chachra, Thom Hickey, Joan Lippincott, Gail McMillan, Axel Plathe, Hussein Suleman, …
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Part 1 The 5S Model: A Formal Model for the Digital Library
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Motivation DLs are not benefiting from formal theories as have other CS fields: DB, IR, PL, etc. DL construction: difficult, ad-hoc, lacking support for tailoring/customization Conceptual modeling, requirements analysis, and methodological approaches are rarely supported in DL development.
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5S Layers Societies Scenarios Spaces Structures Streams Compare: 5 elements
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Definition: Digital Libraries are complex systems that help satisfy info needs of users (societies) provide info services (scenarios) organize info in usable ways (structures) present info in usable ways (spaces) communicate info with users (streams)
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5S Model: Examples, Objectives ModelsExamplesObjectives Stream Text; video; audio; imageDescribes properties of the DL content such as encoding and language for textual material or particular forms of multimedia data Structures Collection; catalog; hypertext; document; metadata; organization tools Specifies organizational aspects of the DL content Spatial Measure; measurable, topological, vector, probabilistic Defines logical and presentational views of several DL components Scenarios Searching, browsing, recommending, Details the behavior of DL services Societies Service managers, learners, teachers, etc. Defines managers, responsible for running DL services; actors, that use those services; and relationships among them
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5S Model: Definitions 5SDefinition Streams Sequences of elements of an arbitrary type Structures Labeled directed graphs Spatial Sets and operations on those sets Scenarios Sequences of events that modify states of a computation in order to accomplish some functional requirement. Societies Sets of communities and relationships among them
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Overview of 5S and DL formal definitions and compositions
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Semantic relationships among DL concepts: Partial concept map
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Overview of 5SGraph Workspace (instance model) Structured toolbox (metamodel)
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Overview Architecture for DL Modeling and Generation 5S Meta Model 5SGraph DL Expert DL Designer 5SL DL Models 5SLGen Practitioner Researcher Tailored DL Services Teacher c omponent pool ODLSearch, ODLBrowse, ODLRate, ODLReview, …….
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5S Framework and DL Development
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DL Services/Activities Taxonomy Browsing Collaborating Customizing Filtering Providing access Recommending Requesting Searching Visualizing Annotating Classifying Clustering Evaluating Extracting Indexing Measuring Publicizing Rating Reviewing (peer) Surveying Translating (language) Conserving Converting Copying/Replicating Emulating Renewing Translating (format) Acquiring Cataloging Crawling (focused) Describing Digitizing Federating Harvesting Purchasing Submitting PreservationalCreational Add Value Repository-Building Information Satisfaction Services Infrastructure Services
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Defining Quality in Digital Libraries DL Concept Dimensions of Quality Digital object Accessibility Pertinence (*) Preservability (*) Relevance Similarity Significance Timeliness (*) Metadata specification Accuracy Completeness Conformance Collection Completeness Impact Factor Catalog Completeness Consistency Repository Completeness Consistency Structures for Navigation Navigability (*) Services Composability Efficiency Effectiveness Extensibility Reusability Reliability
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Completeness of Metadata (1) Degree of completeness of a metadata specification msx Completeness(msx) = 1 - (no. of missing attributes in msx/ total attributes of the schema to which msx conforms) According to 5S definition of conformance
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Completeness of Metadata (2) Example of application: OCLC NDLTD Union average of completeness of all metadata specifications (records) of the NDLTD union Archive administered by OCLC as of Feb, 23, 2004 regarding to the Dublin Core metadata standard (15 attributes)
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Completeness of Metadata (3)
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Part 2 Digital Libraries, Education
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Case Studies in Education Refactoring Scholarly Communication: Creating, Sharing, Reviewing, Teaching, Learning, Collaborating, … Physics: PhysNet NSDL: GetSmart (CMs), OCKHAM (P2P) Focus here: CITIDEL, NDLTD
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PhysNet
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OCKHAM Library Network
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Digital Libraries in Education Analytical Survey, ed. Leonid Kalinichenko © 2003, www.iite-unesco.org, info@iite.ru Transforming the Way to Learn DLs of Educational Resources & Services Integrated/Virtual Learning Environment Educational Metadata Current DLEs: US (NSDL, DLESE, CITIDEL, NDLTD), Europe (Scholnet, Cyclades), UK (Distributed National Electronic Resource)
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Digital Libraries in Education - 2 Advanced Frameworks & Methodologies Instructional course development with learning module repositories, Learning Object reuse Community organization around DLEs Other content for science and research Cyberinfrastructure, data grids Curriculum-based interfaces (see Krowne et al.) Concept-based organization of learning materials and courses (CMs, ontologies)
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DLEs: Future Vision (p. 6) Global learning environment of the future: Student-centered Interactive and dynamic Enabling group work on real world problems Enabling students to determine their own learning routes (styles, personalization) Supporting lifelong learning
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DLEs: Objectives (p. 11) Long-range: lifelong/distance/anytime-anywhere Intermediate goals Support for students, teachers, parents Enhanced student performance More students excited about science More Internet-based science educational resources with increased quality and comprehensiveness, easy to discover and retrieve, preserved and universally available
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DLEs: Guiding Principles (p. 12) Driven by educational and science needs Facilitating educational innovation Stable, reliable, permanent Accessible to all Leveraging prior research: DL, courseware, … Adaptable to new technologies Supporting decentralized services Resource integration thru tools/organization
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Part 3 Digital Library Support for Computing
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CS -> CSTC -> CRIM NSF and ACM Education Committee are funding a 2 year project “A Computer Science Teaching Center” - CSTC - http://www.cstc.org/ College of NJ, U. Ill. Springfield, Virginia Tech Focus initially on labs, visualization, multimedia Multimedia part is also supported by a 2nd grant to Virginia Tech and The George Washington University: http://www.cstc.org/~crim/ (with curricular guidelines also under development)
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CS Teaching Center (CSTC) Instead of building large, expensive multimedia packages, that become obsolete and are difficult to re-use, concentrate on small knowledge units. Learners benefit from having well-crafted modules that have been reviewed and tested. Use digital libraries to build a powerful base of support for learners, upon which a variety of courses, self-study tutorials & reference resources can be built. ACM support led to Journal of Educational Resources in Computing (JERIC), accessible from www.cstc.org
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Browsing (2)
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Computing and Information Technology Interactive Digital Educational Library (CITIDEL) Domain: computing / information technology Genre: one-stop-shopping for teachers & learners: courseware (CSTC, JERIC), leading DLs (ACM, IEEE-CS, DB&LP, CiteSeer), PlanetMath.org, NCSTRL (technical reports), … Submission & Collection: sub/partner collections www.citidel.org
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www.CITIDEL.org Led by Virginia Tech, with co-PIs: Fox (director, DL systems) Lee (history) Perez (user interface, Spanish support) Partners College of New Jersey (Knox) Hofstra (Impagliazzo) Villanova (Cassel) Penn State (Giles)
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Overview of CITIDEL architecture
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Digital library architecture for local and interoperable CITIDEL services
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Multi-dimensional Categorization
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CITIDEL: Computing & Information Technology Interactive Digital Education Library
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Cluster Search Results from CITIDEL
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Cluster NDLTD-Computing
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CITIDEL + PIPE Adds Interaction Personalization to CITIDEL Automatically handles multi-modal conversion to Cell phone, PDA, Etc. Can be adopted to any digital data set, only requires XML file of content with hierarchy maintained.
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CITIDEL Technology Features Component architecture (Open Digital Library) Re-use and compose re-deployable digital library components. Built Using Open Standards & Technologies OAI: Used to collect DL Resources and DL Interoperability XSL and XML: Interface rendering with multi-lingual community based translation of screens and content (Spanish, …) Perl: Component Integration ESSEX: Search Engine Functionality Very fast, utilizing in-memory processing Includes snap-shots for persistence Multi-scheming Integrates multiple classifications / views through maps, closure
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CITIDEL -> NSDL A collection project in the National STEM (science, technolgy, engineering, and mathematics) education Digital Library – NSDL National Science Digital Library www.nsdl.org
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Part 4 NSDL
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NSDL ProgramTracks Core Integration: coordinate a distributed alliance of resource collection and service providers; and ensure reliable and extensible access to and usability of the resulting network of learning environments and resources Collections: aggregate and actively manage a subset of the digital library’s content within a coherent theme / specialty Services: increase the impact, reach, efficiency, and value of the digital library in its fully operational form Targeted (Applied) Research: have immediate impact on one or more of the other three tracks Pathways: large efforts across broad ranges of areas or approaches or users
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NSDL Information Architecture Essentially as developed by the Technical Infrastructure Workgroup referenced items & collections referenced items & collections Special Databases NSDL Services NSDL Services Other NSDL Services CI Services annotation CI Services discussion CI Services personalization CI Services authentication CI Services browsing Core Services: information retrieval Core Collection- Building Services harvesting Core Collection- Building Services protocols Core Services: metadata gathering Portals & Clients Portals & Clients Portals & Clients Usage Enhancement Collection Building User Interfaces NSDL Collections NSDL Collections NSDL Collections Core NSDL “Bus”
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Part 5 NDLTD
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A Digital Library Case Study Domain: graduate education, research Genre:ETDs=electronic theses & dissertations Submission: http://etd.vt.edu Collection: http://www.theses.org Project: Networked Digital Library of Theses & Dissertations (NDLTD) http://www.ndltd.org
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The Networked Digital Library of Theses and Dissertations www.NDLTD.org Leader of the Worldwide ETD (Electronic Thesis and Dissertation) Initiative Training Authors Expanding Access Preserving Knowledge Improving Graduate Education Enhancing Scholarly Communication Empowering Students & Universities
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Main Message Digital libraries can help advance education. China is invited to engage in NDLTD, as well as CITIDEL, NSDL, and other DL ventures. UNESCO Analytical Survey on Digital Libraries in Education is recommending DLE in each nation. Local and national support can stimulate activities, including collaboration promote a sharing culture, especially in research and teaching leverage others’ investments (networking, computing, …) encourage / facilitate learning Please join NDLTD!
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What led to today’s meeting? 1987 mtg in Ann Arbor: UMI, VT, … 1992 mtg in Washington: CNI, CGS, UMI, VT and 10 universities with 3 reps each 1993 mtg in Atlanta to start Monticello Electronic Library (regional, US Southeast): SURA, SOLINET 1994 mtg at VT: std: PDF + SGML + multimedia objects 1996 funding by SURA, US Dept. of Education (FIPSE) 1997 meetings in UK, Germany,... 1998 – 1 st symposium – Memphis (20) 1999 – 2 nd symposium – Blacksburg (70) 2000 – 3 rd symposium – St. Petersburg (225) 2001 – 4 th symposium – Caltech (200) 2002 – 5 th syposium – BYU, Provo, Utah 2003 – 6 th syposium – Berlin (215) 2004 – 7 th syposium – U. Kentucky 2005 – 8 th syposium – Sydney, Australia
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What are the long term goals? 400K US students / year getting grad degrees are exposed / involved 200K/yr rich hypermedia ETDs that may turn into electronic portfolios (images, video, audio, …) Dramatic increase in knowledge sharing: literature reviews, bibliographies, … Services providing lifelong access for students: browse, search, prior searches, citation links Hundreds/thousands of downloads / year / work
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ETDs: Library Goals Improve library services Better turn-around time Always available Reduce work catalog from e-text eliminate handling: mailing to ProQuest, bindery prep, check-out, check-in, reshelving, etc. Save space
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Aiding universities to enhance graduate education, publishing and IPR efforts Helping improve the availability and content of theses and dissertations Educating ALL future scholars so they can publish electronically and effectively use digital libraries (i.e., are Information Literate and can be more expressive) What are we doing?
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NDLTD Incorporation Networked Digital Library of Theses and Dissertations incorporated May 20, 2003 in Virginia, USA Charitable and educational purposes (501 c 3) Can accept donations, collect dues, receive funds LeClair Ryan provides legal counsel Officers Executive Director (Ed Fox) Secretary (Gail McMillan) Treasurer (Scott Eldredge)
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Board of Directors Suzie Allard (ETD 2004, U. Kentucky) Denise A. D. Bedford (World Bank) Julia C. Blixrud (ARL, SPARC) José Luis Borbinha (National Lib Portugal) Alex Byrne (ETD 2005, ADT: Australia) Tony Cargnelutti (ETD 2005, Australia) Vinod Chachra (VTLS) Susan Copeland (RGU, UK) Jude Edminster (Bowling Green St. Univ.) Scott Eldredge (Treasurer, ETD 2002, BYU) Edward A. Fox (Exec Director,Virginia Tech) John H. Hagen (West Virginia U.) Thomas B. Hickey (OCLC) Christine Jewell (U. Waterloo, Canada) Delphine Lewis (ProQuest) Joan K. Lippincott (CNI) Mike Looney (Adobe) Gail McMillan (Secretary, Virginia Tech) Joseph Moxley (ETD 2000, USF) Eva Müller (U. Uppsala, Sweden) Ana Pavani (PUC Rio, Brazil) Axel Plathe (UNESCO, Paris) Sharon Reeves (National Library Canada) Peter Schirmbacher (ETD 2003, Humboldt) Hussein Suleman (U.Cape Town, S. Africa) Shalini R. Urs (U. Mysore, India) Eric F. Van de Velde (ETD 2001, Caltech)
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NDLTD Committees (Chairs) Awards (John Hagen) Conferences (Tony Cargnelutti) Development (Peter Schirmbacher) Executive (Edward Fox) Finance (Scott Eldredge) Implementation (Ana Pavani) Membership (Shalini Urs) Nominating (Sharon Reeves) Standards (Thomas B. Hickey) Union Catalog (Vinod Chachra)
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Selected Projects / Sponsors Australia (ADT) Brazil (BDT, IBICT) Canada Catalunya Chile (Cybertesis) Germany India (Vidyanidhi) Korea OhioLINK: 79 colleges/univs Portugal (National Library) South Africa UK (British Library, JISC, Edinburgh, …) UNESCO (especially Latin America, Eastern Europe, Africa) Venezuela
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Some Countries Australia Belgium Brazil Canada Chile China, Hong Kong Columbia Finland France Germany Greece India Italy Jamaica Korea Lithuania Malaysia Mexico Namibia Netherlands Norway Poland Russia Singapore S. Africa S. Korea Spain Sudan Sweden Switzerland Taiwan Thailand Turkey UK USA Venezuela Yugoslavia
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Some Institutional Members British Library Cinemedia Coalition for Networked Information (CNI) Committee on Institutional Cooperation (CIC) Consorci de Biblioteques Universitàries de Catalunya Diplomica.com Dissertation.com Dissertationen Online (Germany) ETDweb, a Division of Answer4.com Ibero-American Science & Technology Education Consortium (ISTEC) National Documentation Centre (NDC), Greece National Library of Portugal (for all universities) OCLC Online Computer Library Center OhioLINK Organization of American States (SEDI/OAS) Southeastern Library Network (SOLINET) UNESCO (www.unesco.org/webworld/etd)
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UNESCO and ETDs (by Axel Plathe at ETD2003) Promoting the use of the Internet as a tool for disseminating scientific knowledge Facilitating the transfer of ETD expertise from developed to developing countries 1998: Member of the NDLTD Steering Committee 1999: First UNESCO ETD meeting on ETD internationalisation 2002: “ UNESCO Guide to Electronic Theses and Dissertations ” 2003: Model training programmes and training courses 2003: Sponsor pilot projects 2003: Pilot projects (Africa, Europe, Latin-America)
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NDLTD Membership
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ETD Initiative (and ProQuest) Students Learn about DL, EPub TDs become more expressive N. Amer. (T)Ds are accessible, archived Global TDs become more accessible, archived ProQuest Universities
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How can a university get involved? Select planning/implementation team Graduate School Library Computing / Information Technology Institutional Research / Educ. Tech. Join online, give us contact names www.ndltd.org/join Adapt Virginia Tech or other proven approach Build interest and consensus Start trial / allow optional submission
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Convene Local Planning Group ETD
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Build Local ETD Site Digital Library Policies Inspection/Approval Workshop/Training ETD
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NDLTD Computer Resources Research Literature Student Prepares Thesis/Dissertation
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Student Defends & Finalizes ETD My Thesis ETD
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Multimedia Use in ETD Collection File typeExamplesCount Still imageBMP, DXF, GIF, JPG, TIFF328 VideoAVI, MOV, MPG, QT58 AudioAIFF, WAV18 TextPDF, HTML, TXT, DOC, XLS7601 OtherMacromedia, SGML, XML51
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Student Gets Committee Signatures and Submits ETD Signed Grad School
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Graduate School Approves ETD, Student is Graduated Ph.D.
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Library Catalogs ETD, Access is Opened to the New Research WWW NDLTD
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http://scholar.lib.vt.edu/theses/available/etd-2227102539751141/
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Status of the VT Project Approved by university governance Spring 1996; required starting 1/1/97 Submission & access software in place Submission workshops for students (and faculty) occur often: beginner/adv. Faculty training as part of Faculty Development Initiative Over 5000 ETDs in collection – some have audio, video, large images, software, …
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Archiving ETDs Every 15 minutes back-ups made of not- yet-approved submissions Hourly back-ups of newly approved ETDs Weekly back-ups of entire ETD collection Copies stored on-site and off-site
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VT ETD Cataloging same as current cataloging policies, except: author-assigned keywords (not LCSH) generic (not LC) call no. fields/subfields as required for computer files full abstracts time savings cataloger familiar with computer files equipment, software for word processing 5 minutes avg. (10-15 minutes for paper TDs)
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ETD-MS ETD Metadata Standard XML-encoded metadata standard (content and encoding) for Electronic Theses and Dissertations (ETDs) in part conforming to Dublin Core (DC) using RDF using UNICODE Will specify relationship with MARC
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Library Resources Hardware: with Apache web server Maintenance and security Started small; now: Sun 2-processor Enterprise 250--Solaris 2.7 Software Submission scripts written by DLA Includes e-mail notifications to authors, advisors, UMI Use it too: http://scholar.lib.vt.edu/ETD-db/ Log files analyzed with Analog Survey scripts written by DLA Data from authors and readers Use it too: http://lumiere.lib.vt.edu/surveys/ Search Engine Started small; now: InfoSeek’s ULTRASEEK
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Digital Library Benefits: Low margin, high use Incorporate ETDs with other digital library activities Ejournals, online class materials, digital images, etc. Additional equipment, staff may not be necessary http://scholar.lib.vt.edu/theses/data/setup.html Use DSpace, or VT programs, scripts, etc. http://scholar.lib.vt.edu/ETD-db/ Online accesses vs. circulation of copies 1990-1994, average circulation per copy per year: 2.2 for theses, 3.2 for dissertations
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ETD Union Collection (OAI)
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Union catalog: OCLC OCLC will expand OAI data provider on TDs. Is getting data from WorldCat (so, from many sites!). Will harvest from all others who contact them. Need DC and either ETD-MS or MARC. Has a set for ETDs.
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OCLC SRU Interface
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Union catalog: VTLS, VT VTLS will enhance search/browse service for ETDs Will harvest from OCLC’s set of ETD records Will receive through other mechanisms Will work with MARC-21 and ETD-MS VT will continue to offer experimental services
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ETD Union Search Mirror Site in China (CALIS) (http://ndltd.calis.edu.cn – popular site!)
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1010100101 0100101010 1001010101 0101010101 Program 1010100101 0100101010 1001010101 0101010101 Document 1010100101 0100101010 1001010101 0101010101 Document 1010100101 0100101010 1001010101 0101010101 ETD-1 1010100101 0100101010 1001010101 0101010101 Program 1010100101 0100101010 1001010101 0101010101 ETD-2 1010100101 0100101010 1001010101 0101010101 Image 1010100101 0100101010 1001010101 0101010101 Image 1010100101 0100101010 1001010101 0101010101 ETD-3 1010100101 0100101010 1001010101 0101010101 Video 1010100101 0100101010 1001010101 0101010101 Video 1010100101 0100101010 1001010101 0101010101 ETD-4 ETD DL for the Networked Digital Library of Theses and Dissertations (www.ndltd.org) Search Filter Union Recent Browse PMH ODLRecent ODLBrowse ODLUnion ODLSearch ODLUnion PMH USER INTERFACE Students and researchers ETD collections Example Open Digital Library
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VTLS Union Catalog Content Languages The VTLS NDLTD Union Catalog has data in 6 different languages. These are: English German Greek Korean Portuguese Spanish Examples follow
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Language = German; hits = 137
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Full record display
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Relationship with publishers Concern of faculty and students that still wish to publish books or journal articles, voiced: campus, Chronicle, NPR, Times Solution: Approval Form gives students, faculty choices on access, when to change access condition; use IPR controls in DL Solution: by case, work with publishers and publisher associations to increase access AAP, AAUP AAAS, ACM, ACS, Elsevier,...
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Some responses from publishers ACM: need to acknowledge copyright Elsevier: need to acknowledge copyright IEEE-CS: endorse initiative ACS: After first publication, can release Textbook publishers: different market, manuscript significantly reworked General: restricting access to local campus will not cause any problems
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Summary: ETDs and Publishing Early controversies waning Faculty: prior publication? Protective of future academics Surveys of publishers No specific policies largely Consider submissions individually VT ETD Alumni None had problems getting published Authors Retain some rights, e.g., link to curriculum vitae, online course materials
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ETDs and Copyright Author’s rights Reproduction, modification, distribution, public performance, public display Retain rights Share non-exclusive rights: Permit library to store / provide access Author’s obligations: fair use Balance factors or get permission Notification: optional Copyright 2002 by Gail McMillan ALL RIGHTS RESERVED Registration: optional Possibly receive greater compensation, with less documentation, if filing infringement law suit
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ETDs and Long-term Preservation Concerns: Access without paper Long term preservation Standard multimedia formats PDF Reader: open source http://scholar.lib.vt.edu/theses/archive.html Addressed Concerns Cooperatives, e.g., OhioLink Why not: OCLC, NDLTD? Commercial options ProQuest: traditional microfilming Frequent, regular back-ups available on, off-site
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Added Support by NDLTD Links from NDLTD site ETD individuals support – submit ETD ETD discussion (e-prints) – community activities Conference papers and presentations – community activities Automated support to “join NDLTD” Marcel Dekker book now available Edward A. Fox, Shahrooz Feizbadi, Joseph M. Moxley, and Christian R. Weisser, eds., The ETD Sourcebook: Theses and Dissertations in the Electronic Age, New York: Marcel Dekker, 2004
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Why ETD? Short Answer For Students: Gain knowledge and skills for the Information Age Richer communication (digital information, multimedia, …) For Universities: Easy way to enter the digital library field and benefit thereby For the World: Global digital library – large, useful, many services General: Save time and money Increased visibility for all associated with research results
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The Process? Short Answer For Students: Plan on ETD from day 1 Secure knowledge from: workshops, online info, colleagues Work with faculty to plan approach PDF? XML? TEI? Multi/hypermedia? Data sets? Viz? Get signed approval form: access, ©, proxy assignment After defense and approval, submit ETD to university For Universities: Form team Adapt solution from work at other universities, attend ETD conference Pilot -> Option -> Requirement
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Spirit of NDLTD Help make a better (smaller) world Win-win-win (everyone can benefit) Have fun helping others Helpers/teachers learn more than those they work with Build on standards ETDs are preservable, popular, expressive, “better” Doable, feasible, learnable, affordable, sharable Please join NDLTD!
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Selected Links - http://fox.cs.vt.edu CITIDEL (computing education resources) www.citidel.org NCSTRL (computing technical reports) www.ncstrl.org NDLTD (electronic theses and dissertations worldwide) www.ndltd.org and etdguide.org NSDL (National Science Digital Library) www.nsdl.org OAI (Open Archives Initiative) www.openarchives.org Virginia Tech Digital Library Research Laboratory (DLRL, www.dlib.vt.edu) 5S, AmericanSouth.Org, CSTC, DL-in-a-box, ENVISION, ETANA, MARIAN, NDLTD, NSDL, OAD, ODL, …)
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