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SOM is an acronym for:

  1. Self organizing map
  2. System object model (by IBM)

SOM is a privately-owned Canadian company. The name is an acronym of three of its areas of specialization: surveys, opinion polls and marketing. They are known for conducting public opinion research, such as polls about voting intentions for upcoming elections.

Official website