What is intended by, “Store the representation of the pages in the concept space”?
Both terms and documents can be represented in the concept space by some product of the T, S, and D matrices. It is possible to carry out the full multiplications every time that you wish to refer to a document, but it is more efficient to carry out the calculation a single time. Either is acceptable, but state in your report which you choose.