The whiteboard in Duncan J. Watts's office at Columbia University was a thicket of squiggly blue lines, circles and calculus equations.

Mr. Watts, an associate professor of sociology, had just begun a passionate disquisition on the virtues and liabilities of scale-free networks when the telephone rang.