Earlier attempts to reduce dimensionality. Deerwester et al. [Deerwester et al., 1990] suggest that earlier attempts to apply factor analytic techniques to IR [Koll, 1979; Borko and Bernick, 1963] may have foundered because they considered too few dimensions (7 and 21, respectively).