What is Profitability factor, quality factor?

A profitability factor is long stocks of firms with high profitability (gross profits or operating profits over assets or book equity) and short those with low profitability. A quality factor generalises it to a composite of characteristics investors should pay more for, such as profitability, growth and safety.