Our research shows that mind map-specific user modeling has a high potential, and we hope that our results initiate a discussion that encourages researchers to do research in this field and developers to integrate recommender systems to their mind mapping tools. A user study confirmed the high effectiveness of the mind map specific approach with an average rating of 3.23 (out of 5), compared to a rating of 2.53 for the best baseline. However, when adjusting user modeling to the unique characteristics of mind maps, a higher CTR of 7.20% could be achieved. The evaluation shows that standard user modeling approaches are reasonably effective when applied to mind maps, with click-through rates (CTR) between 1.16% and 3.92%. Docear displayed 430,893 research paper recommendations, based on 4,700 user mind maps, from March 2013 to August 2014. The approaches are applied and evaluated using our mind mapping and reference-management software Docear. Additionally, we develop novel user modeling approaches that consider the unique characteristics of mind maps. ![]() In this paper, we explored the effectiveness of standard user-modeling approaches applied to mind maps. Download scientific diagram Screenshot of a mind-map in Docear from publication: Exploring the Potential of User Modeling Based on Mind Maps Mind maps have not received much attention in the. If you are serious about using Mind Maps, try How to write a thesis (Bachelor, Master, or PhD) and which software tools to use. This is an introduction to an academic literature management tool called Docear that can hep you to map your research and draft your thesis.Mind maps have not received much attention in the user modeling and recommender system community, although mind maps contain rich information that could be valuable for user-modeling and recommender systems. I can shift pieces around and easily see what parts need fleshing out or reorganization. Mind maps are also an excellent overview of my thought process. A topic will inspire another topic, and I can start adding ideas and clarifying them as fast as I can think them. With a mind map, scattered thoughts begin to solidify before my eyes. Docear is an open source literature suite for organizing references and PDFs, including the PDFs annotations. I like mind maps because they let me think non-linearly and because they allow ideas to “grow” in an organic fashion. When I need to get an idea out of my head, or I need to take that idea and flesh it out, I turn to mind maps. ![]() Here are some selected quotes from the post: Close Docear if it’s currently running Download the updated library docear-metadata-lib-0.0.1.jar. To update the Google Scholar parser, do the following. You can see examples of Coggle mind maps here:īrett Terpstra has a fantastic blog post on using mind maps to compose essays. This means, even if you have just downloaded Docear, you need to manually update the Google Scholar Parser if you want to fetch metadata for your PDF files. CoggleĬoggle is another free online mind mapping tool that you can use to study topics and brainstorm. ![]() They have a great online course that introduces you to mind maps and how you can use them to study, collaborate, and write essays. There is also some good discussion in that post. Mindmeister is a free online mind mapping tool. There was at least one similar post about this that was converted into a Wish List Idea that you may wish to add your vote to: Linking multiple child nodes to 2 parent nodes. Read here about how you can use mind maps to learn more effectively. They’re good for visual learners and for people who think by association rather than linearly. Mind maps are great for getting a sense of how ideas relate to one another.
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