Choose suggests a decision on one of a number of possibilities because of its apparent superiority: to choose a course of action. Select suggests a choice made for fitness: to select the proper golf club. More @Wikipedia
Hover over any link to get a description of the article. Please note that search keywords are sometimes hidden within the full article and don't appear in the description or title.