1. A method of detecting analogies among a plurality of entities comprising: obtaining associative counts among the plurality of entities; computing respective similarity measures among respective given entities and other entities among the plurality of entities, using the associative counts; and identifying first and second entities from the plurality of entities as being analogies if the first entity has a strongest similarity measure with respect to the second entity and the second entity also has a strongest similarity measure with respect to the first entity.