As the instance system of information center networking (ICN), the named data networking (NDN) attracts more and more attention in academia. NDN changes the network service from “destination to destination” to “retrieving data of given names”. NDN is more convenient for consumers to share data and it gets a substantial increase in the rate of repeated utilization of data. We focus on the forwarding of NDN routing nodes and propose a forwarding strategy based on historical access records called HRF, which can find out whether there is target data stored by the neighbor nodes in the local network, and then access the target data in the local network efficiently and rapidly. Through a series of typical scenarios, we validate the feasibility and effectiveness of the HRF.