JSI Tip 9124. Why am I prompted to restart my computer after I install a security update, and how may I prevent the restart?

Microsoft Knowledge Base Article 887012 contains the following introduction:

This article describes why you may be prompted to restart your Microsoft Windows-based computer after you install a security update.