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Idea novelty is crucial in advancing the community’s understanding to achieve breakthroughs in the learning topic that are usually conveyed in members’ knowledge building discourses. This study proposes a new novelty analytic framework and measurement tool to understand the characteristics and patterns of students' online discourse novelty. The paper aims a) to create an analytic framework to measure the novelty of students’ discussion for knowledge building discourse over time and b) to apply the framework to online resources data to examine the dynamics of idea generation and development patterns.