Joeran Beel

Please visit https://isg.beel.org/people/joeran-beel/ for more details about me.

Enhanced re-ranking in our recommender system based on Mendeley’s readership statistics

Content-based filtering recommendations suffer from the problem that no human quality assessments are taken into account. This means a poorly written paper ppoor would be considered equally relevant for a given input paper pinput as high-quality paper pquality if pquality and ppoor contain the same words. We elevate for this problem by using Mendeley’s readership data Read more…

By Joeran Beel, ago

Server status of Mr. DLib’s recommender system publicly available

Our servers for Mr. DLib’s recommender-system as-a-service (RaaS) are now monitored by UptimeRobot, a free monitoring service. You can access all our RaaS server statuses at this URL https://stats.uptimerobot.com/WLL5PUjN6 and you will see a dashboard like this: A click on one of the server names will show you more details, e.g. https://stats.uptimerobot.com/WLL5PUjN6/778037437

By Joeran Beel, ago

New recommendation algorithms integrated to Mr. DLib’s recommender system

We have integrated several new recommendation algorithms into Mr. DLib. Some recommendation algorithms are only ought as baselines for our researchers, others hopefully will further increase the effectiveness of Mr. DLib. Overall, Mr. DLib now uses the following recommendation algorithms in its recommender system: Random Recommendations The approach recommendation randomly picks Read more…

By Joeran Beel, ago

First Pilot Partner (GESIS’ Sowiport) Integrates Mr. DLib’s Recommendations as-a-Service

We are proud to announce that the social science portal Sowiport is using Mr. DLib´s recommender-system as-a-service as first pilot partner. Sowiport pools and links quality information from domestic and international providers, making it available in one place. Sowiport currently contains 9.5 million references on publications and research projects. The Read more…

By Joeran Beel, ago

How to proceed with the development of the Docear4LibreOffice add-on?

More than half a year ago, we started a call for donation to pay a freelancer who wanted to develop an add-on for LibreOffice and OpenOffice, comparable to Docear4Word. Originally, we estimated that it would take about 2 months before the work was completed, or at least a decent demo version was ready to released. Well, that estimate wasn’t quite precise – the developer hasn’t finished even an alpha version yet. In addition, we are still missing a significant amount of donations to fully pay the developer ($1,000 are missing).

The question arises, how to proceed? We see the following options:

1. Just wait 

The freelancer is still working on the add-on. So, most likely he will finish the add-on some day – maybe in 2 months, maybe in 6 months, maybe in a year. However, I have to point out that my satisfaction with the current progress and outcomes are not overwhelming. Personally, I have some doubts that the final add-on will meet the quality expectations I have, and that probably most Docear users have.  However, I suggest you get an idea of the add-on yourself. The freelancer sent me a demo version that you can try out. To do so, download the add-on, store it on your hard drive, and open the downloaded file with LibreOffice or OpenOffice. This should open an installation dialog, and you need to confirm all messages in the dialog. After the installation, you should restart Libre/OpenOffice. If you are using OpenOffice, you will have a Docear entry in the menu and in the tool bar (see screenshot below). If you are using LibreOffice, you will only have an entry in the menu.

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By Joeran Beel, ago

Howto: Import references from webpages (e.g. PubMed, IEEE, ACM, …)

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!

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By Joeran Beel, ago

Docear 1.1.1 Beta with Academic Search Feature

As you may know, Docear features a recommender system for academic literature. To find out which papers you might be interested in, the recommender system parses your mind maps and compares them to our digital library with currently about 1.8 million academic articles. While this is helpful and might point you to papers relevant for your general research goals, you will sometimes have to find information on a specific topic and hence search directly.

Based on our knowledge about recommender systems and some user requests, we decided to implement a direct search feature on our digital library. I am very grateful to Keystone, who supported me in visiting Dr. Georgia Kapitsaki at the University of Cyprus (UCY) in Nicosia for a full month to work on this idea. Dr. Kapitsaki’s has already supported us in our work on Docear’s recommender system in July 2013. Her knowledge about the inner mechanics and her ideas on the the search engine were essential for the implementation and the research part of the project.

How to use it

You can access the search feature from Docear’s ribbon bar (“Search and Filter > Documents > Online search”) or by double-clicking the “Online search” entry in Docear’s workspace panel. Since both the recommender system and the personalized search engine make use of your mind maps. you need to enable the recommendation service in Docear.

Screenshot from 2014-07-07 15:19:39

After opening the search page, you will see

  • a text box for your search query,
  • a “Search” button, and
  • several buttons below the text box reflecting search terms you might be interested in. If Docear does not have enough data to decide about your interests, this part remains empty.

Docear-online-search-interface

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By Joeran Beel, ago

Docear’s new workspace and workflow concept: We need your feedback!

In the past years, Docear evolved to a powerful software for managing literature and references. However, we have to admit that Docear is still not as user friendly as we would like it to be. This is mainly caused by the workspace concept which is not very intuitive. We are aware of this problem and we would like to fix it. Therefore, we spent the last weeks with a lot of brainstorming and discussions, and we came up with a new concept. We believe it to be more intuitive, and more similar to the concepts you know from other reference managers. In the following, we would like to introduce our ideas for the new workspace concept and some other changes and we ask you for your feedback. Please let us know in the comments if you like our ideas, and how we could make the concept even better.

This is how the new workspace panel would look like after you freshly installed Docear and sorted a few PDFs including annotations (click the image to enlarge it).

There are four main categories in the workspace panel (left).

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By Joeran Beel, ago

Docear 1.1 stable released with strongly improved PDF metadata extraction

Finally, after releasing the alpha and beta, today we release Docear 1.1 stable. If you have tried already one of the previous versions, there is not much news. Otherwise, read on.

Thanks to all the generous donors, our student Christoph could work on an improved PDF metadata retrieval for Docear. The new Docear 1.1 is able to extract the title of a PDF and fetch metadata from Google Scholar for that title. To do so, select a PDF in your mind-map and chose “Create or Update reference”, …

… and the following new dialog appears. The dialog shows the file name of your PDF file, and the extracted title. In the background, the extracted title is sent to Google Scholar and metadata for the first two search results are shown in the dialog.  If the title was extracted incorrectly, you can manually correct it. You may also chose to use the PDF’s file name for the search. For instance, when you named your PDF already according to the title, select the radio button with the file name, and the file name is sent as search query to Google Scholar (you may also manually correct the file name before it’s sent to Google Scholar). Of course, all other options you already know are still available, such as creating a blank entry, or importing the XMP data of PDFs. Btw. Docear remembers your choice, i.e. when you select to create a blank entry, the option will be pre-selected when open that dialog the next time. It might happen, that your IP will be blocked by Google Scholar when you use the service too frequently. If this happens, a captcha should appear, and after solving it, you should be able to proceed. We did not yet test this thoroughly. Please let us know your experiences.

The precision of our metadata tool depends on two factors, A) the precision of the title extraction and B) the coverage of Google Scholar. According to a recent experiment, title extraction of our tool is around 70%. However, the final result very much depends on the format of your research articles. In my research field (i.e. recommender systems), I would say that our tool extracts the title correctly for about 90% of the articles in my personal library. In addition, almost all articles that are relevant for my research are indexed by Google Scholar (i would estimate, more than 90%). This means, for around 80% of my PDFs the correct metadata is retrieved fully automatically. Given that I provide the title manually, for even more than 90% the metadata may be retrieved. Please let us know your experience (and your research field). (more…)

By Joeran Beel, ago

Docear 1.1 Beta Released: New PDF Metadata Extraction, Better Zotero and Mendeley BibTeX support, and Bug Fixes

If you have tested the Preview of Docear 1.1 you may already know about some of Docear’s new features. With your feedback and the mind maps, log files and BibTeX files you shared with us, these features have matured. We are proud to introduce the first (and hopefully only) Beta release of Docear 1.1.

The new key features of Docear 1.1

Improved metadata retrieval

Thanks to your donations, our student Christoph greatly enhanced Docear’s PDF metadata retrieval. For us, it works really great, and with Docear 1.1 Beta the last bugs have been fixed. Btw. if you like what Christoph did, and if you are using LibreOffice, or OpenOffice, please also read our call for donation to develop an add-on for these two text processing tools.
Image

Improved support for Zotero / Mendeley BibTeX files

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By Joeran Beel, ago

Preview of Docear 1.1 with PDF Metadata Retrieval from Google Scholar

Thanks to all the generous donors, our student Christoph could work on an improved PDF metadata retrieval for Docear, and today it’s time to present the first preview. The new Docear 1.1 (preview) is able to extract the title of a PDF and fetch appropriate metadata from Google Scholar. Whenever you select a PDF in your mind-map and chose “Create or Update reference”, the following new dialog appears.

The dialog shows the file name of your PDF file, and the extracted title. In the background, the extracted title is sent to Google Scholar and metadata for the first three search results are shown in the dialog.  If the title was extracted incorrectly, you can manually correct it. You may also chose to use the PDF’s file name for the search. For instance, when you named your PDF already according to the title, select the radio button with the file name, and the file name is sent as search query to Google Scholar (you may also manually correct the file name before it’s sent to Google Scholar). Of course, all other options you already know are still available, such as creating a blank entry, or importing the XMP data of PDFs. Btw. Docear remembers your choice, i.e. when you select to create a blank entry, the option will be pre-selected when open that dialog the next time. It might happen, that your IP will be blocked by Google Scholar when you use the service too frequently. If this happens, a captcha should appear, and after solving it, you should be able to proceed. We did not yet test this thoroughly. Please let us know your experiences.

The precision of our metadata tool depends on two factors, A) the precision of the title extraction and B) the coverage of Google Scholar. According to a recent experiment, title extraction of our tool is around 70%. However, the final result very much depends on the format of your research articles. In my research field (i.e. recommender systems), I would say that our tool extracts the title correctly for about 90% of the articles in my personal library. In addition, almost all articles that are relevant for my research are indexed by Google Scholar (i would estimate, more than 90%). This means, for around 80% of my PDFs the correct metadata is retrieved fully automatically. Given that I provide the title manually, for even more than 90% the metadata may be retrieved. Please let us know your experience (and your research field). (more…)

By Joeran Beel, ago

Docear4LibreOffice / Docear4OpenOffice: Call for Donation (2500$)

–> Read here for the latest update <–

One of our users’ most requested feature is an add-on for LibreOffice and OpenOffice, similar to Docear4Word, which allows adding formatted references and bibliographies in Microsoft Word based on Docear’s BibTeX files. Unfortunately, we have no skills in developing add-ons for Libre or OpenOffice, which is why we were looking for a freelancer to help us. Now, finally, we found one. The freelancer is offering to develop a pendant to Docear4Word that works with LibreOffice and OpenOffice. This means, you will be able to select a reference from Docears’ BibTeX database, and the add-on will insert the in-text citation and the bibliography in your Libre/OpenOffice document. Analog to Docear4Word, you will be able to choose from more than 2,000 citation styles to format your references.

However, the freelancer is not developing the add-on for free. He asks for 2500 US$ (~1,900€), which we believe to be a fair price. Therefore, we kindly ask you to donate, so we can pay the freelancer to develop a Docear4Libre/OpenOffice. Of course, the add-on will be open-source, reading not only Docear’s BibTeX files but also BibTeX files of other BibTeX based reference managers. The freelancer already developed a simple proof-of concept (see screenshot), which uses citeproc-java to add BibTeX based references. As such, we have no doubts that the freelancer will be able to deliver the promised add-on — if we can collect enough money.

The freelancer’s is already working on the add-on and his goal is to finish it in the next two months or so. However, as long as we cannot pay him, he will not release the add-on, even if he has finished his work (and if he learns that there are no donations coming, he might decide to stop his work at any time). Therefore, if you want a Docear4Libre/OpenOffice, please donate now! Donate 1$, 5$, 10$, 50$ or 500$ — any contribution matters, and the sooner we have all the money, the sooner you can manage your BibTeX references in LibreOffice and OpenOffice.

Donate via PayPal, or, to save PayPal fees, make a SEPA bank transfer to Docear, IBAN DE18700222000020015578, BIC FDDODEMMXXX. SEPA bank transfers are free of charge within the European Union.

 

 
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We will keep you posted on the amount of donations, and any important news.
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By Joeran Beel, ago