Title :
A Deductive Spreadsheet System for End Users
Author :
Tallis, Marcelo ; Balzer, Robert M.
Author_Institution :
Inf. Sci. Inst., Univ. of Southern California, Marina del Rey, CA, USA
Abstract :
We exploit the spreadsheet metaphor to make deductive problem-solving methods available to the vast population of spreadsheet end users. In particular, we show how the function-based problem-solving capabilities of spreadsheets can be extended to include logical deductive methods in a way that is consistent with the existing spreadsheet "look and feel." We also show a spreadsheet-based framework for authoring logic implication rules. This framework was conceived with the objective of reproducing many of the characteristics that make spreadsheet programming accessible to end users. In the proposed framework, rule authors describe the semantics of a binary relation by constructing a functional spreadsheet model that computes the image of that binary relation. This model is subsequently translated into a collection of logic implication rules. We implemented this deductive spreadsheet system on top of Microsoft Excel and adopting the World Wide Web Consortium (W3C) standard ontology language OWL+SWRL formalisms.
Keywords :
authoring systems; formal logic; functional programming; knowledge representation languages; problem solving; spreadsheet programs; Microsoft Excel; SWRL formalisms; World Wide Web Consortium standard; authoring logic implication rules; binary relation semantics; deductive problem-solving methods; deductive spreadsheet system; function-based problem-solving; functional spreadsheet model; logical deductive methods; ontology language OWL formalisms; spreadsheet end users; spreadsheet programming; Engineering management; Engines; Logic programming; OWL; Ontologies; Problem-solving; Programming profession; Spreadsheet programs; User centered design; Web sites; Ontology languages; representations (procedural and rule based); spreadsheets; user-centered design.;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on
DOI :
10.1109/TKDE.2010.81