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GraSM : ウィキペディア英語版
GraSM

GraSM (Graph-based Similarity Measure) is a method for incorporating the semantic richness of a graph in semantic similarity measures by selecting disjunctive common ancestors of two concepts. GraSM assumes that two common ancestors are disjunctive if there are independent paths from both ancestors to the concept. In 2011, the authors of GraSM proposed the method DiShIn with a higher computational efficiency and a more solid management of parallel interpretations.
== Example ==

For example, palladium, platinum and gold are considered to be precious metals, and gold and copper considered to be coinage metals. Thus, we have:
metal
/ \
precious coinage
/ | \ / \
palladium platinum gold copper
When calculating the semantic similarity between ''platinum'' and ''gold'',
most topological measures only use their most informative common ancestor, in this case ''precious''.
On the other hand, GraSM takes also in account the following independent paths to ''metal'':
gold -> coinage -> metal
platinum -> precious -> metal
Thus, GraSM defines the similarity between ''platinum'' and ''gold'' proportional to the average of the information content of their common disjunctive ancestors: ''metal'' and ''precious''; and the similarity between ''platinum'' and ''palladium'' only proportional to the information content of ''precious'', since there are no independent paths from them to ''metal''.
This means that for GraSM ''palladium'' and ''platinum'' are more similar than
''platinum'' and ''gold'', since ''gold'' can have another interpretation.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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