How can I explain long periods of unemployment when I conduct a job search?

First of all, make use of a functional CV that will place less emphasis on your career history. Explain the reasons for unemployment – for instance taking time of to travel or spend with you family. You should list any projects or volunteer work, which you have done during that period.