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<p>When a database increases in size, retrieving the data becomes a major problem. An approach based on data visualization and visual reasoning is described. The main idea is to transform the data objects and present sample data objects in a visual space. The user can use a visual language to incrementally formulate the information retrieval request in the visual space. A prototype system is described with the following features: (1) it is built on top of the SIL-ICON visual language compiler and therefore can be customized for different application domains; (2) it supports a fuzzy icon grammar to define reasonable visual sentences; (3) it incorporates a semantic model of the database for fuzzy visual query translation; and (4) it incorporates a VisualNet which stores the knowledge learned by the system in its interaction with the user so that the VisualReasoner can adapt its behavior.</p>
visual language compiler; information retrieval; visual reasoning; database; data visualization; data objects; visual language; prototype system; SIL-ICON; fuzzy icon grammar; semantic model; fuzzy visual query translation; VisualNet; VisualReasoner; data structures; information retrieval; program compilers; visual programming
S.-K. Chang, "A Visual Language Compiler for Information Retrieval by Visual Reasoning", IEEE Transactions on Software Engineering, vol. 16, no. , pp. 1136-1149, October 1990, doi:10.1109/32.60294
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