Digital Libraries with Superimposed Information: Supporting Scholarly Tasks that Involve Fine Grain Information

dc.contributor.authorMurthy, Umaen
dc.contributor.committeechairFox, Edward A.en
dc.contributor.committeememberDelcambre, Lois M.en
dc.contributor.committeememberPérez-Quiñones, Manuel A.en
dc.contributor.committeememberRamakrishnan, Narenen
dc.contributor.committeememberTorres, Ricardo da Silvaen
dc.contributor.departmentComputer Scienceen
dc.date.accessioned2014-03-14T20:09:40Zen
dc.date.adate2011-05-02en
dc.date.available2014-03-14T20:09:40Zen
dc.date.issued2011-01-28en
dc.date.rdate2011-05-02en
dc.date.sdate2011-04-14en
dc.description.abstractMany scholarly tasks involve working with contextualized fine-grain information, such as a music professor creating a multimedia lecture on a musical style, while bringing together several snippets of compositions of that style. We refer to such contextualized parts of a larger unit of information (or whole documents), as subdocuments. Current approaches to work with subdocuments involve a mix of paper-based and digital techniques. With the increase in the volume and in the heterogeneity of information sources, the management, organization, access, retrieval, as well as reuse of subdocuments becomes challenging, leading to inefficient and ineffective task execution. A digital library (DL) facilitates management, access, retrieval, and use of collections of data and metadata through services. However, most DLs do not provide infrastructure or services to support working with subdocuments. Superimposed information (SI) refers to new information that is created to reference subdocuments in existing information resources. We combine this idea of SI with traditional DL services, to define and develop a DL with SI (an SI-DL). Our research questions are centered around one main question: how can we extend the notion of a DL to include SI, in order to support scholarly tasks that involve working with subdocuments? We pursued this question from a theoretical as well as a practical/user perspective. From a theoretical perspective, we developed a formal metamodel that precisely defines the components of an SI-DL, building upon related work in DLs, SI, annotations, and hypertext. From the practical/user perspective, we developed prototype superimposed applications and conducted user studies to explore the use of SI in scholarly tasks. We developed SuperIDR, a prototype SI-DL, which enables users to mark up subimages, annotate them, and retrieve information in multiple ways, including browsing, and text- and content-based image retrieval. We explored the use of subimages and evaluated the use of SuperIDR in fish species identification, a scholarly task that involves working with subimages. Findings from the user studies and other work in our research lead to theory- and experiment-based enhancements that can guide design of digital libraries with superimposed information.en
dc.description.degreePh. D.en
dc.identifier.otheretd-04142011-175752en
dc.identifier.sourceurlhttp://scholar.lib.vt.edu/theses/available/etd-04142011-175752/en
dc.identifier.urihttp://hdl.handle.net/10919/26866en
dc.publisherVirginia Techen
dc.relation.haspartmurthy-u-d-2011-dissertation.pdfen
dc.relation.haspartmurthy-u-d-2011-superidr-readme.pdfen
dc.relation.haspartmurthy-u-d-2011-superidr-source-images.zipen
dc.relation.haspartmurthy-u-d-2011-superidr-source-main.zipen
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectAnnotationen
dc.subjectDigital librariesen
dc.subjectFish species identificationen
dc.subjectImage retrievalen
dc.subjectMetamodelen
dc.subjectSubdocumenten
dc.subjectSuperimposed informationen
dc.subjectUser studyen
dc.titleDigital Libraries with Superimposed Information: Supporting Scholarly Tasks that Involve Fine Grain Informationen
dc.typeDissertationen
thesis.degree.disciplineComputer Scienceen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.leveldoctoralen
thesis.degree.namePh. D.en
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