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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. An Experimental Workflow Development Platform for Historical Document Digitisation and Analysis Clemens Neudecker, KB National Library of the Netherlands Research Meeting, Amsterdam 3 November 2011
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Background > 20 individual software components for specific challenges Prototyping new algorithms, improving commercial solutions Different frameworks (C, C++, Java, etc.), platforms (Win/Linux) Extensible with 3 rd party applications IMPACT Interoperability Framework (IIF)
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Main requirements Behavioural: Minimize integration effort Minimize deployment effort Maximize usability Maximize scalability Functional: Modular Transparent Expandable Open source Platform independent
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Architecture Java Web Services Apache Taverna Open Source available on https://github.com/impactcentrehttps://github.com/impactcentre Free Hackathon 14/15 November, University of Manchester http://impact-mygrid-taverna-hackathon.wikispaces.com/
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Integration Only requirement: command line executable Generic command line wrapper produces web service Web service exposed as workflow module with documentation
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Generic Web Service Wrapper Easy integration: developers can focus on their application and have to worry less about integration = higher quality software components
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Workflows OCR workflow = data pipeline Building blocks = processing modules (nodes) Integration = interaction between nodes (mashups) Collaboration with
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands.
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Workflow management Web 2.0 style registry: myExperiment Local client: Taverna Workbench Web client: Project website
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Local client: Taverna Workbench Background: BioSciences Developed and maintained by myGrid, UK Open source GUI for design and execution of web services & workflows
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Remote client: Portal SOAP/REST API Remote execution of web services & workflows
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Community Web2.0 style workflow registry Community of experts Sharing of resources Knowledge exchange A central meeting point for users and researchers
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Scalability Central ESB proxy manages multiple service copies Process parallelization, Load distribution, Fail over, Security Served >2M requests Throughput improvements of 94% with every additional instance Tested on Dutch Cloud (“Enlighten Your Research”)
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Dataset Access to a representative and annotated dataset of significant size, with metadata, ground truth and search facilities
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Evaluation features Text based comparison of result with ground truth, using Levenshtein distance method Layout based comparison of result with ground truth, using the Page Analysis And Ground Truth Elements Framework Example:
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. The PAGE Format Framework Two-level architecture: root structure task specific sub-formats Separate XML Schema definitions Format identification via Namespaces Mapping of dependencies process chains alternative processing steps Linking via IDs Processing results or ground truth (e.g. binarisation, dewarping, page content)
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Ground-Truthing Tools Aletheia FineReader PAGE Exporter GT Validator GT Normalizer 17
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. 18 Profile ‘Full Text Recognition’ Measure WeightsRegion Type Weights MergeText Allowable MergeImage SplitGraphic Allowable SplitChart MissTable Partial MissSeparator MisclassificationMaths False DetectionNoise 1.5 1.0 2.0 1.0 0.0 0.5 Evaluation for general text recognition
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. 19 Partial MissMiss Merge Measures – Segmentation Errors Split Ground Truth Segmentation Result Mis- classi- fication Paragraph Caption
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. OCR Accuracy
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. Outlook Online service for testing/evaluation Specification & Guidelines Extending the scope: Workflows for linguistic analysis: CLARIN Workflows for preservation: SCAPE Even better scalability: Map/Reduce Supported by a community of developers & practitioners
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IMPACT is supported by the European Community under the FP7 ICT Work Programme. The project is coordinated by the National Library of the Netherlands. “Anyway, the thing about progress is that is always seems greater than it really is.” Ludwig Wittgenstein, Philosophical Investigations (quoting Johann Nestroy)
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