The integral of the second kind, also known as the Henstock-Kurzweil integral, generalizes the Riemann integral and can integrate a wider class of functions, including those with significant oscillations and discontinuities. This integral is defined using tagged partitions and gauge functions, allowing for more flexible partitioning of the integration interval compared to traditional methods.