Traders who scalp try to make small amounts of money by making many quick trades during the trading day.
Scalpers generally try and use the leverage of large trading volumes and small price movements to profitably trade throughout the course of a trading day.
Day traders (scalpers) usually go home flat (ie without a position in the market) at market close.