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Royal Netherlands Academy of Arts and Sciences
                      (KNAW)
  International Institute of Social History (IISG)


      Library Applications Workflow
             Vyacheslav Tykhonov

               mailto: vty@iisg.nl
               October 18, 2012
Software Tools Overview

    Evergreen library system (core) with external
    applications developed in IISG

    Digital Repository to store metadata and files
    (images, video, audio, etc)

    OCR service to convert images to text

    VisualMets Viewer to browse scans

    HiTIME project for Named Entity Recognition

    Search (VuFind) as interface to access linked
    metadata
Evergreen applications overview

    Charts Builder

    GeoLocator

    Visual Timelines

    Custom Reports

    Open Archives Initiative Protocol (OAI) for
    Metadata Harvesting (for VuFind/Wordcat,...)

    ISBN reader

    Related bibliographic records finder

    Authority linking application
Evergreen Charts Builder
    http://evergreen.iisg.nl/charts/report.1900.html
Charts Builder with filtering by
  country/language/dates
            Open website link
Evergreen GeoLocator
        Example
OCR Service
                       Website Link



    Optical character recognition (OCR) application
    for conversion of scanned images of
    handwritten, typewritten or printed text into
    machine-encoded text

    Texts can be stored in Digital Repository as
    separate layer and used for further analysis

    OCR service can recognize more than 40
    languages with high accuracy

    Can be trained to work in other languages too

    High speed of recognition (1-2 second/page)
OCR Example (Dora Russel Archive)
               Example
HiTiME Project
                       Go to website


HiTiME is text analysis system for the recognition
 and extraction of historical events and facts
 from historical sources and archives.
         Named Entity Recognition process:

    Persons (Dora Russel, Karl Marx, ...)

    Locations (Amsterdam, the Netherlands, ...)

    Dates (October 18, 2012,...)
All named entities will be stored in Knowledge
  Base and can be linked, persons can create
  social networks.
IISG resources for HiTiME
            (Machine Learning)

    Training on Authority Records from Evergreen
    can improve accuracy and recall of Named
    Entity Recognition (NER)

    Evergreen marc21 records for Topic Detection
    and Tracking (for example, 6XX Subject Access
    Fields, etc..)

    IISG archives and collections can be used to
    create corpus of related documents
HiTiME - BWSA 2.0 Demo
      http://ilk.uvt.nl/hitime/bwsa_tmp/
HiTiME – Example
       Demo
Combining of Tools: OCR + HiTIME
             Open Application
Visual Mets + OCR + NER
          Demo
Visual Timeline Application
            Example
Questions?
  International Institute of Social History (IISG)
Royal Netherlands Academy of Arts and Sciences
                    (KNAW)
      Digital Infrastructure Department (DI)

              Vyacheslav Tykhonov
           Library Systems Developer
                mailto: vty@iisg.nl

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KNAW IISG Library Applications Workflow

  • 1. Royal Netherlands Academy of Arts and Sciences (KNAW) International Institute of Social History (IISG) Library Applications Workflow Vyacheslav Tykhonov mailto: vty@iisg.nl October 18, 2012
  • 2. Software Tools Overview  Evergreen library system (core) with external applications developed in IISG  Digital Repository to store metadata and files (images, video, audio, etc)  OCR service to convert images to text  VisualMets Viewer to browse scans  HiTIME project for Named Entity Recognition  Search (VuFind) as interface to access linked metadata
  • 3. Evergreen applications overview  Charts Builder  GeoLocator  Visual Timelines  Custom Reports  Open Archives Initiative Protocol (OAI) for Metadata Harvesting (for VuFind/Wordcat,...)  ISBN reader  Related bibliographic records finder  Authority linking application
  • 4. Evergreen Charts Builder http://evergreen.iisg.nl/charts/report.1900.html
  • 5. Charts Builder with filtering by country/language/dates Open website link
  • 7. OCR Service Website Link  Optical character recognition (OCR) application for conversion of scanned images of handwritten, typewritten or printed text into machine-encoded text  Texts can be stored in Digital Repository as separate layer and used for further analysis  OCR service can recognize more than 40 languages with high accuracy  Can be trained to work in other languages too  High speed of recognition (1-2 second/page)
  • 8. OCR Example (Dora Russel Archive) Example
  • 9. HiTiME Project Go to website HiTiME is text analysis system for the recognition and extraction of historical events and facts from historical sources and archives. Named Entity Recognition process:  Persons (Dora Russel, Karl Marx, ...)  Locations (Amsterdam, the Netherlands, ...)  Dates (October 18, 2012,...) All named entities will be stored in Knowledge Base and can be linked, persons can create social networks.
  • 10. IISG resources for HiTiME (Machine Learning)  Training on Authority Records from Evergreen can improve accuracy and recall of Named Entity Recognition (NER)  Evergreen marc21 records for Topic Detection and Tracking (for example, 6XX Subject Access Fields, etc..)  IISG archives and collections can be used to create corpus of related documents
  • 11. HiTiME - BWSA 2.0 Demo http://ilk.uvt.nl/hitime/bwsa_tmp/
  • 13. Combining of Tools: OCR + HiTIME Open Application
  • 14. Visual Mets + OCR + NER Demo
  • 16. Questions? International Institute of Social History (IISG) Royal Netherlands Academy of Arts and Sciences (KNAW) Digital Infrastructure Department (DI) Vyacheslav Tykhonov Library Systems Developer mailto: vty@iisg.nl