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The use of blogs as Personal Learning Environment is an emerging trend in higher education. While many teaching and learning tasks are easy to implement in a blog-based PLE, this type of tools still lacks some of the important features that made traditional Learning Management Systems efficient for both teachers and learners. This paper addresses the challenges of enhancing blog-based learning environments with two new functionalities: learning workflow management and semantic data exchange.