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Adaptive Learning, a new web-based online learning, requires self-regulated learners acting autonomously. However, to date, there is no existing model to guide different aspects of SRL in AL. This study proposed a new model of Self-Regulated Learning within AL. This model was tested through developing a questionnaire and its hypothesized factor structure was empirically evaluated by conducting a CFA of the instrument scores with structural equation modeling. The proposed Adaptive Self-Regulated Learning model measures the unique aspects of SRL in the AL. A panel of content experts and CFA were combined to validate the model. The model showed good fit with 29 items divided over eight scales and a valid conceptual framework to study the effect of SRL in AL.