Use the hypernym framework in Conceptnet 5/Wordnet to trace words up a hierarchy. To compare ideas, trace individual concepts up to a middle layer of abstraction and compare the ideas at that level (for example, concepts “dog” and “cat” could be replaced by “pet”).