The Dow Jones Industrial Average crossed 28000 for the first time Friday, notching a new record as fading recession fears extended the decadelong bull-market rally.

A furious rise in the final minutes of the trading session thrust the Dow above its latest milestone, re-energizing a stock market that appeared listless in recent days.

Investors...