“What do I need to do, to be a successful Ph.D. student / How do I know if I was successful during my PhD project?” is a question I am often being asked. Hence, I decided to write some advice for (prospective) PhD students what they should achieve during their Read more…
AMIR 2019 — The 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval — is over, and it was a full success. We had many interesting presentations and around 20 attendees. The following photos give some impressions.
Compared to several other reference managers, Docear lacks a feature to directly import references from the Web. For instance, if you visit the detail page of a research article on a publisher’s website, you might wish to directly import the bibliographic data of that article to Docear. Many publishers offer export options for reference managers such as Endnote, RefWorks, or Zotero. So, how do you do it with Docear?
Fortunately, Docear uses the BibTeX format to store references. BibTeX is a de-facto standard for references that is supported by almost any publisher and any reference manager. So, read on to learn how to import bibliographic data from web-pages in two steps!
Searching and filtering via 2-dimensional tags (i.e. attributes): One of Docear’s most powerful features
One of Docear’s most unique feature is its “single-section” user-interface, which allows a highly effective organization of your PDFs, references, and notes. When you want to look-up some information you browse through your data, and usually you should be able to find what you are looking for quite fast. However, sometimes browsing your data is not ideal and you want to search over the papers’ full-text or meta data (title, author, …), or you want to use (social) tags to classify your papers.
Unfortunately, there is one problem about tags: they are one-dimensional. Imagine, you wanted to do a literature survey about recommender systems, and you have dozens of papers about this topic. Some of the papers’ authors evaluated their recommender system with user studies, some with offline experiments, and some with online experiments. The user studies were conducted with with different amounts of participants e.g. one study was conducted with 20 participants, one with 43, and one with 68. With social tags it would be difficult to represent this information. Of course, you could easily add the tag “recommender system” to each of your papers, but how about reflecting the evaluation type? Would you want to create different tags for each evaluation type, i.e. evaluation_user-study, evaluation_offline, evaluation_online? You might do this, but in situations with more than three options this approach would become confusing. You definitely run into a problem when you want to store the amount of study participants via social tags. This simply wouldn’t be possible except maybe you would create tags like no_of_participants_1-10, no_of_participants_11-50, etc.
What you would want to have are “2-dimensional” tags, i.e. one dimension for adding e.g. the tag “evaluation_type” to a paper and one dimension for specifying which evaluation type it is (e.g. “offline evaluation”). In Docear, there are two-dimensional tags, i.e. attribute-value pairs, and these attributes give you much more power than social tags. Here is, how it works: