It is software that brings ads to your computer. Such ads may or may not be targeted, but are "injected" and/or popup, and are not displayed within the form of an ad-sponsored application. Some Adware may hijack the ads of other companies, replacing them with its own. Usually they change the IE homepage and search engine.