Logarithms can be based on different bases: log typically refers to base 10, ln refers to base e (approximately 2.71828), and in computer science, log can also refer to base 2. The choice of base often depends on the context, with physics favoring base 10, mathematics leaning towards base e, and computer science sometimes using base 2. It's suggested to clarify the base by using notations like lg for base 10, ln for base e, and ld for base 2. While there is some debate about which base is standard, many prefer using base e for calculations, especially in runtime analysis. Understanding the base is crucial when determining binary representation requirements.