RUBRIC: A System for Rule-Based Information Retrieval

B.P. Mc Cune, R.M. Tong, J.S. Dean, D.G. Shapiro
1985 IEEE Transactions on Software Engineering  
A research prototype software system for conceptual information retrieval has been developed. The goal of the system, ca)led RUBRIC, is to provide more automated and relevant access to unformatted textual databases. The approach is to use production rules from artificial intelligence to define a hierarchy of retrieval subtopics, with fuzzy context expressions and specific word phrases at the bottom. RUBRIC allows the definition of detailed queries starting at a conceptual level, partial
more » ... of a query and a document, selection of only the highest ranked documents for presentation to the user, and detailed explanation of how and why a particular document was selected. Initial experiments indicate that a RUBRIC rule set better matches human retrieval judgment than a standard Boolean keyword expression, given equal amounts of effort in defining each. The techniques presented may be useful in stand-alone retrieval systems, front-ends to existing information retrieval systems, or real-time document filtering and routing Index Terms-Artificial intelligence, evidential reasoning, expert systems, information retrieval.
doi:10.1109/tse.1985.232827 fatcat:aacgnhqryzho5jkpy4mmckf7s4