In the past few years, we have developed a research paper recommender system for our reference management software Docear. Read more Download Docear4Word 1.30 Setup for Windows only (2 MB) (Mac OS users read here) Download Docear4Word 1. #Software like docear with mindmap software# Docear4Word is totally free to use, open source (GPL 2 or later) and based on the Citation Style Language (CSL), the same one that Zotero, Mendeley and Papers are using. In this paper, we introduce the architecture of the recommender system and four datasets. The architecture comprises of multiple components, e.g. for crawling PDFs, generating user models, and calculating content-based recommendations. It supports researchers and developers in building their own research paper recommender systems, and is, to the best of our knowledge, the most comprehensive architecture that has been released in this field. The four datasets contain metadata of 9.4 million academic articles, including 1.8 million articles publicly available on the Web the articles' citation network anonymized information on 8,059 Docear users information about the users' 52,202 mind-maps and personal libraries and details on the 308,146 recommendations that the recommender system delivered. Citavi (), a product of Swiss Academic Software, GmbH. The datasets are a unique source of information to enable, for instance, research on collaborative filtering, content-based filtering, and the use of reference-management and mind-mapping software. Looking beyond EndNote, Mendeley, RefWorks, and Zotero is helpful. Numerous recommendation approaches are in use today. However, comparing their effectiveness is a challenging task because evaluation results are rarely reproducible. Lets see if there are any Docear alternatives that work on your platform. In this article, we examine the challenge of reproducibility in recommender-system research. Looking for the best programs similar to Docear We reviewed our top picks below. We conduct experiments using Plista's news recommender system, and Docear's research-paper recommender system. The experiments show that there are large discrepancies in the effectiveness of identical recommendation approaches in only slightly different scenarios, as well as large discrepancies for slightly different approaches in identical scenarios. It integrates everything you need to search, organize and create academic literature in a single application: a digital library, reference manager, PDF, and. ![]() For example, in one news-recommendation scenario, the performance of a content-based filtering approach was twice as high as the second-best approach, while in another scenario the same content-based filtering approach was the worst performing approach. We found several determinants that may contribute to the large discrepancies observed in recommendation effectiveness. ![]() #Software like docear with mindmap software#.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |