ISR11 Scientific Report No. ISR-11 Information Storage and Retrieval Relevance Feedback in an Information Retrieval System chapter W. Riddle T. Horwitz R. Dietz Harvard University Gerard Salton Use, reproduction, or publication, in whole or in part, is permitted for any purpose of the United States Government. Thesaurus Cosine Correlation I.0' Increasing Alpha Strategy m[OCRerr]I XD[OCRerr] Cut-off after retrieval of m consecutive non- .9. ½ D m:2 relevant documents Updated 1st .8' .7. Searches 2nd .6' 3rd [OCRerr]3>\rn:4m35 Precision .5. X\m:4 O[OCRerr] 4 Initial Xm-5 \\ .3, Search[OCRerr] .m:5 \ 0Om[OCRerr]7 KfnC7\ I Xm5IO1[OCRerr] .2' m>5XODm315 .1 muI5[OCRerr][OCRerr]. [OCRerr][OCRerr]O[OCRerr]Dm:20 m[OCRerr]20 mu20 0 .1 .2 .3 A .5 .6 .7 .8 Recall Precision versus Recall for Initial Search and Updated Searches Using Relevance Feedback (averaged over 22 search requests) Table B12.