But what exactly are the differences? Your task will be to analyse the thousands of mind maps we collected from our users and to find out what makes them unique. Mind Map Analysis (Pure research project)ĭescription: Mind maps apparently differ in their structure and way of creation from emails, academic papers, or web pages. Required Knowledge: Java, Databases (MySQL and ideally Neo4j), Text Mining and Information Retrieval (recommended), Machine Learning (recommended), User Modeling (recommended)
You could focus on collaborative filtering, i.e.You could focus on the links and citations in a mind map for building a user model and matching them with items (e.g.You could focus on the suitability of the terms in a mind map for building a user model and matching them with items (e.g.These would be used as a base-line to evaluate the effectiveness of the following approaches You could focus on applying standard user modeling approaches to mind maps.If you want to do this project as part of an internship of Bachelor/Master thesis, we may break it down to smaller parts. This project is a major project which will require lots of time. Therefore, it will be your task to find out which existing user modeling approaches are most suitable for mind maps and how they need to be adjusted to be most effective. but not on mind maps as Docear is using them. However, classic user modeling approaches usually focus on modeling interests based on websites, emails, etc. To give relevant recommendations we need detailed user models and there are various approaches to do so (content based and collaborative filtering).
#DOCEAR SUGGESTION PDF#
If you don’t want to start with a big project, you may have a look at our Ticket System to work on smaller tasks.ĭeduplication of Records in Academic Literature DatabasesĬitation Extraction from Academic PDF Documentsīrief Description: One of our main goals is recommending relevant papers, journals, conferences, universities, etc. as part of your Master/Bachelor/PhD thesis or an internship. Please contact us if you are interested in a cooperation, e.g. Here we list a few major projects we are planning to do in the future and that you are very welcome to join.
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