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The current CSCL applications cannot support collaborative learning task generation yet, and are hard to integrate with personalized learning. To solve these issues, a method of collaborative learning task generation for personalized network learning is proposed in the paper. With the learning goal and personality characteristics of the learners as inputs, the method can generate the collaborative learning task that fit the personality characteristics of the learning group. Based on the task, the personalized collaborative learning can be realized for the learning group in the distributed environment.