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Location-based adaptive mobile learning utilizes a unique feature: location awareness of mobile devices in regards to other online learning to implement location-based functionalities or features to create adaptive and collaborative learning in mobile learning environment. There are many important research issues and technical challenges in the location-based adaptive mobile learning systems, including the assessment of learning in the mobile environment. In this paper, we present the research framework and topics related to the undergoing research project at Athabasca University towards the development of robust and effective location-based adaptive mobile learning systems. In addition, we also brief some the major research outcomes achieved so far within the project's research framework.