• Make run-able from workbench shell:
  • Add “Output Folder” prompt parallel to the document and ontology library prompts
  • Tie workbench WoK-HD activation to implementation
  • Add interface that skips the driver and goes straight to query view for already-processed collections

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• Resolve object identifiers
  • Replace osmx ID numbers with <Non-Lex Name of Root G/S>_###
    • Use Andrew's previous dictionary code, and then place our relabeling code on top of that
  • Make consistent throughout, especially reasoning chain.

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• Complete display interface
  • Highlight all base facts in reasoning chain
  • Allow for display of multiple pages with highlighted facts
  • Use multiple colors when highlighting terms
  • Select all
  • Select many

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• Implement full OWL semantics in RDF converter (especially relationship sets)

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• Complete implementation of recognizers for relationship sets

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• Complete work on reasoner and rule editor
  • Support reasoning over multiple pages
  • Attach reasoning chain to inferred relationship or object
  • Allow reasoner to add facts to base object and relationship sets
  • Add built-in predicates (and user-defined predicates?)
  • Rule editor doesn't map rules to object sets and relationship sets in a generalizable way
  • UI glitches – some assumptions don't hold – name vs. UID

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• Fix bugs (& unacceptable features) in the Ontology Editor
  • Use OntologyEditor-2.0 in place of the one in the workbench ??
  • Retain layout information when saved (works in OntologyEditor-2.0)
  • Make it easier to select and move relSet/objSet connections (future work)

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• Improve AskOntos
  • Take relationship sets into account (force traversal when called for)
  • Review and rework graph-traversal algorithm
  • Add Wh-words to data frames and ensure that they work properly

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• Use ordered collections to preserve a stable ordering of result facts

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• Future work
  • automatic augmentation of data-frame recognizers (draw from WordNet?)
  • Automatic tuning of recognizers for large documents (e.g., build name/place recognizers, discover applicable recognizers such as date, discover Hurst patterns, …)
  • optimize query processing (cross-ontology processing is particularly slow)
  • FOCIH form interface (enhance look&feel, make it work for pdf documents)
  • Fact linkage (resolve object-identity)
  • Automatically integrate extraction ontologies with declared domain ontologies
  • Make use of constraints to discover inconsistencies (& figure out how to deal with inconsistencies)
  • Do gender inference (based on whatever clues are available, including given names)
  • Add table-processing work to WoK (TANGO, TISP)
  • ListReader
  • Bootstrapping for large documents (semi-structured text recognizers followed by derived data-frame recognizers applied to unstructured text followed by document-tailored Hurst patterns and reapplication of data-frame recognizers)
  • Make object identifiers consistent throughout: object set data editor, relationship set data editor, converter, RDF, SPARQL query generator, result output, reasoning chain.
  • Add HyKSS display including ranking, sorting, and advanced form search

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