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Integration of the Scientific Recommender System Mr. DLib into the Reference Manager JabRef [chapter]

Stefan Feyer, Sophie Siebert, Bela Gipp, Akiko Aizawa, Joeran Beel
2017 Lecture Notes in Computer Science  
This paper presents a description of integration of the Mr. DLib scientific recommender system into the JabRef reference manager.  ...  DLib scientific recommender system into JabRef. Using Mr.  ...  This publication has derived from research conducted with the financial support of Science Foundation Ireland (SFI) under Grant Number 13/RC/2106.  ... 
doi:10.1007/978-3-319-56608-5_80 fatcat:qjgoimqwgnbvnmdzvavjddpczq

The Architecture of Mr. DLib's Scientific Recommender-System API [article]

Joeran Beel, Andrew Collins, Akiko Aizawa
2018 arXiv   pre-print
DLib has been used by GESIS Sowiport and by the reference manager JabRef. Mr. DLib is open source and its goal is to facilitate the application of, and research on, scientific recommender systems.  ...  In this paper, we introduce Mr. DLib's "Recommendations as-a-Service" (RaaS) API that allows operators of academic products to easily integrate a scientific recommender system into their products.  ...  The RaaS enables operators of, for example, reference managers or digital libraries to easily integrate a recommender system into their existing product.  ... 
arXiv:1811.10364v1 fatcat:ev6rnqo3x5h7zncdbk6e3kqfki

Mr. DLib's Architecture for Scholarly Recommendations-as-a-Service

Jöran Beel, Andrew Collins, Akiko Aizawa
2018 Irish Conference on Artificial Intelligence and Cognitive Science  
DLib has been used by GESIS´ Sowiport and by the reference manager JabRef. Mr. DLib is open source and its goal is to facilitate the application of, and research on, scholarly recommender systems.  ...  In this paper, we introduce Mr. DLib's "Recommendations as-a-Service" (RaaS) API that allows operators of academic products to easily integrate a scholarly recommender system into their products. Mr.  ...  The RaaS enables operators of, for example, reference managers or digital libraries to easily integrate a recommender system into their existing product.  ... 
dblp:conf/aics/BeelCA18 fatcat:g6mcl4q5ybdgfbx45xuqqz3rbi

RARD: The Related-Article Recommendation Dataset

Jorean Beel, Zeljko Carevic, Johann Schaible, Gabor Neusch
2017 D-Lib Magazine  
DLib, a recommender-system as-a-service in the digital library and reference-management-software domain. As such, RARD II complements datasets from other domains such as books, movies, and music.  ...  The main contribution of this paper is to introduce and describe a new recommender-systems dataset (RARD II). It is based on data from Mr.  ...  Illustration of the recommendation process In another use-case, Mr. DLib provides related-article recommendations to JabRef, one of the most popular open-source reference managers (Fig. 3 ) [27] .  ... 
doi:10.1045/july2017-beel fatcat:ocmcsiap7zaifczja7dcdc6lzi

RARD: The Related-Article Recommendation Dataset [article]

Joeran Beel, Zeljko Carevic, Johann Schaible, Gabor Neusch
2017 arXiv   pre-print
DLib's recommender system, without implementing a recommender system themselves. In the field of scientific recommender systems, our dataset is unique.  ...  In this paper, we introduce RARD, the Related-Article Recommendation Dataset, from the digital library Sowiport and the recommendation-as-a-service provider Mr. DLib.  ...  ACKNOWLEDGEMENTS This publication has emanated from research conducted with the financial support of Science Foundation Ireland (SFI) under Grant Number 13/RC/2106.  ... 
arXiv:1706.03428v2 fatcat:qupvnvi3fbemzek4nipznewlty

CloudRef - Towards Collaborative Reference Management in the Cloud

Oliver Kopp, Uwe Breitenbücher, Tamara Müller
2018 Central-European Workshop on Services and their Composition  
With the help of literature management software, references can be collected, managed, and exported in bibliographies.  ...  Online resources offer functionalities to import references into reference management tools. However, the entries are often incomplete or faulty.  ...  DLib [2] into C R in a similar way it has been done for JabRef [9] or b) the user profile recommendations implemented by Bibster [11] . Fig. 1 . 1 Fig. 1. Entry table showing references.  ... 
dblp:conf/zeus/KoppBM18 fatcat:e4r5646qa5eevdej43lum2eoke

Docear

Joeran Beel, Bela Gipp, Stefan Langer, Marcel Genzmehr
2011 Proceeding of the 11th annual international ACM/IEEE joint conference on Digital libraries - JCDL '11  
.), Docear bundles several applications for scientists: academic search engine, PDF reader, reference manager, word processor, mind mapping module, and recommender system.  ...  extraction of PDFs and recommendations.  ...  For instance, the mind mapping module is based on Freeplane, the successor of the popular FreeMind and the reference management is based on JabRef.  ... 
doi:10.1145/1998076.1998188 dblp:conf/jcdl/BeelGLG11 fatcat:r7u45vxk4vg4tioqibvocpsgjq

Real-World Recommender Systems for Academia: The Pain and Gain in Building, Operating, and Researching them [Long Version] [article]

Joeran Beel, Siddharth Dinesh
2017 arXiv   pre-print
In the past six years, we built three research-article recommender systems for digital libraries and reference managers, and conducted research on these systems.  ...  Among others, we discuss the required skills to build recommender systems, and why the literature provides little help in identifying promising recommendation approaches.  ...  Integration of the Scientific Recommender System Mr. DLib into the Reference Manager JabRef. Proceedings of the 39th European Conference on Information Retrieval (ECIR).  ... 
arXiv:1704.00156v1 fatcat:izfdxcmmo5dhrpr4ddoxak6cqy

Real World Evaluation of Approaches to Research Paper Recommendation [article]

Siddharth Dinesh
2018 arXiv   pre-print
These are implemented on Mr. DLib a literature recommendation platform. User click data was collected as part of an ongoing experiment in collaboration with our partner Gesis.  ...  In this work, we have identified the need for choosing baseline approaches for research-paper recommendation systems.  ...  The second partner is the reference management application called Jabref 2 . Mr.  ... 
arXiv:1802.06892v1 fatcat:5e2jgjicxrg65ihagbxwjzvmai

Analyzing Formula Concepts and Patterns to Improve Literature Exploration and Recommendation for STEM Documents

Philipp Scharpf
2019 Bulletin of IEEE Technical Committee on Digital Libraries  
In my dissertation, I will explore the following hypothesis: Considering mathematical formulae using the open knowledgebase Wikidata improves content-based literature exploration and recommendation for  ...  ACKNOWLEDGMENTS The author would like to thank Bela Gipp and Moritz Schubotz for their support.  ...  DLib, a Machine-readable Digital Library in 2011 [5, 6, 9, 10] with an integration into the reference manager JabRef done by S. Feyer et al. in 2017 [11].  ... 
dblp:journals/tcdl/Scharpf19 fatcat:5tdrfor44nftdn4a2n32jhebtu

Towards Effective Research-Paper Recommender Systems and User Modeling based on Mind Maps [article]

Joeran Beel
2017 arXiv   pre-print
To achieve this objective, we integrate a recommender system in our mind-mapping and reference-management software Docear.  ...  Our findings let us to conclude that user modeling based on mind maps is a promising research field, and that developers of mind-mapping applications should integrate recommender systems into their applications  ...  "SciPlore Xtract: Extracting Titles from Scientific PDF Documents by Analyzing Style Information (Font Size).  ... 
arXiv:1703.09109v1 fatcat:egcsnop34jbi7p2urz34pxr3vi

Annual Report 2017
国立情報学研究所 平成29年度(2017年度)年報

of the scientific recommender system Mr.  ...  DLib into the reference manager JabRef" ,The 39th European Conference on Information Retrieval (ECIR 2017) demo,pp.770-774 (2017.04) 2) Felix Beierle, Akiko Aizawa, Joeran Beel: "Exploring Choice Overload  ... 
doi:10.20736/0000001218 fatcat:fybrqh7tifb3liogikv27kztca