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Integration of the Scientific Recommender System Mr. DLib into the Reference Manager JabRef
[chapter]
2017
Lecture Notes in Computer Science
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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]
2018
arXiv
pre-print
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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
2018
Irish Conference on Artificial Intelligence and Cognitive Science
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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
2017
D-Lib Magazine
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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]
2017
arXiv
pre-print
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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
2018
Central-European Workshop on Services and their Composition
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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
2011
Proceeding of the 11th annual international ACM/IEEE joint conference on Digital libraries - JCDL '11
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.), 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]
2017
arXiv
pre-print
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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]
2018
arXiv
pre-print
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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
2019
Bulletin of IEEE Technical Committee on Digital Libraries
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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]
2017
arXiv
pre-print
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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
国立情報学研究所 平成29年度(2017年度)年報
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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