Based on the social exchange theory and a social network analysis method, this paper analyzes the influence exerted by learner’s learning network on academic achievement. It is found that the top students have more centrality in the instrumental network and social capital network. It is proposed that more attention should be paid to the relationship between learners in the learning network, and learning communities should be fostered to improve the independent learning ability of learners in the learning network.