Linear algebra, especially three-dimensional (3D) vectors and matrices, is the most
poorly performed field of pre-college level mathematics in annual INCT (Institute of
National College of Technology, Japan) achievement tests, which has been given to all
the third grade students (18 years old) of colleges of technology in Japan since 2007 [1].