Google Inc. plans to begin selling advertisements targeted to Web surfers' interests, and is moving to revamp an Internet telephone service called GrandCentral.

The ad-targeting scheme, announced Wednesday, is the Internet giant's first step into a controversial type of Web advertising its competitors already offer.

Unlike other behavioral-targeting...