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Data Intelligence, Volume 2
Volume 2, Numbers 1-2, 2020
- Barend Mons, Erik Schultes, Fenghong Liu, Annika Jacobsen:
The FAIR Principles: First Generation Implementation Choices and Challenges. 1-9 - Annika Jacobsen, Ricardo de Miranda Azevedo, Nick S. Juty, Dominique Batista, Simon J. Coles, Ronald Cornet, Mélanie Courtot, Mercè Crosas, Michel Dumontier, Chris T. A. Evelo, Carole A. Goble, Giancarlo Guizzardi, Karsten Kryger Hansen, Ali Hasnain, Kristina M. Hettne, Jaap Heringa, Rob W. W. Hooft, Melanie Imming, Keith G. Jeffery, Rajaram Kaliyaperumal, Martijn G. Kersloot, Christine R. Kirkpatrick, Tobias Kuhn, Ignasi Labastida, Barbara Magagna, Peter McQuilton, Natalie Meyers, Annalisa Montesanti, Mirjam van Reisen, Philippe Rocca-Serra, Robert Pergl, Susanna-Assunta Sansone, Luiz Olavo Bonino da Silva Santos, Juliane Schneider, George O. Strawn, Mark Thompson, Andra Waagmeester, Tobias Weigel, Mark D. Wilkinson, Egon L. Willighagen, Peter Wittenburg, Marco Roos, Barend Mons, Erik Schultes:
FAIR Principles: Interpretations and Implementation Considerations. 10-29 - Nick S. Juty, Sarala M. Wimalaratne, Stian Soiland-Reyes, John A. Kunze, Carole A. Goble, Tim Clark:
Unique, Persistent, Resolvable: Identifiers as the Foundation of FAIR. 30-39 - Tobias Weigel, Ulrich Schwardmann, Jens Klump, Sofiane Bendoukha, Robert Quick:
Making Data and Workflows Findable for Machines. 40-46 - Annalisa Landi, Mark Thompson, Viviana Giannuzzi, Fedele Bonifazi, Ignasi Labastida, Luiz Olavo Bonino da Silva Santos, Marco Roos:
The "A" of FAIR - As Open as Possible, as Closed as Necessary. 47-55 - Annika Jacobsen, Rajaram Kaliyaperumal, Luiz Olavo Bonino da Silva Santos, Barend Mons, Erik Schultes, Marco Roos, Mark Thompson:
A Generic Workflow for the Data FAIRification Process. 56-65 - Christopher Brewster, Barry Nouwt, Stephan Raaijmakers, Jack Verhoosel:
Ontology-based Access Control for FAIR Data. 66-77 - Paul Groth, Helena Cousijn, Tim Clark, Carole A. Goble:
FAIR Data Reuse - the Path through Data Citation. 78-86 - Mark Thompson, Kees Burger, Rajaram Kaliyaperumal, Marco Roos, Luiz Olavo Bonino da Silva Santos:
Making FAIR Easy with FAIR Tools: From Creolization to Convergence. 87-95 - Oya Beyan, Ananya Choudhury, Johan van Soest, Oliver Kohlbacher, Lukas Zimmermann, Holger Stenzhorn, Md. Rezaul Karim, Michel Dumontier, Stefan Decker, Luiz Olavo Bonino da Silva Santos, Andre Dekker:
Distributed Analytics on Sensitive Medical Data: The Personal Health Train. 96-107 - Carole A. Goble, Sarah Cohen-Boulakia, Stian Soiland-Reyes, Daniel Garijo, Yolanda Gil, Michael R. Crusoe, Kristian Peters, Daniel Schober:
FAIR Computational Workflows. 108-121 - Larry Lannom, Dimitris Koureas, Alex R. Hardisty:
FAIR Data and Services in Biodiversity Science and Geoscience. 122-130 - Simon J. Coles, Jeremy G. Frey, Egon L. Willighagen, Stuart J. Chalk:
Taking FAIR on the ChIN: The Chemistry Implementation Network. 131-138 - Shelley Stall, Leah McEwen, Lesley Wyborn, Nancy Hoebelheinrich, Ian J. Bruno:
Growing the FAIR Community at the Intersection of the Geosciences and Pure and Applied Chemistry. 139-150 - Peter McQuilton, Dominique Batista, Oya Beyan, Ramón Granell, Simon J. Coles, Massimiliano Izzo, Allyson L. Lister, Robert Pergl, Philippe Rocca-Serra, Ben Schaap, Hugh P. Shanahan, Milo Thurston, Susanna-Assunta Sansone:
Helping the Consumers and Producers of Standards, Repositories and Policies to Enable FAIR Data. 151-157 - Hana Pergl Sustkova, Kristina Maria Hettne, Peter Wittenburg, Annika Jacobsen, Tobias Kuhn, Robert Pergl, Jan Slifka, Peter McQuilton, Barbara Magagna, Susanna-Assunta Sansone, Markus Stocker, Melanie Imming, Larry Lannom, Mark A. Musen, Erik Schultes:
FAIR Convergence Matrix: Optimizing the Reuse of Existing FAIR-Related Resources. 158-170 - Margreet Bloemers, Annalisa Montesanti:
The FAIR Funding Model: Providing a Framework for Research Funders to Drive the Transition toward FAIR Data Management and Stewardship Practices. 171-180 - Giancarlo Guizzardi:
Ontology, Ontologies and the "I" of FAIR. 181-191 - Mark Hahnel, Dan Valen:
How to (Easily) Extend the FAIRness of Existing Repositories. 192-198 - Ignasi Labastida, Thomas Margoni:
Licensing FAIR Data for Reuse. 199-207 - Sarah Jones, Robert Pergl, Rob W. W. Hooft, Tomasz Miksa, Robert Samors, Judit Ungvari, Rowena I. Davis, Tina Lee:
Data Management Planning: How Requirements and Solutions are Beginning to Converge. 208-219 - Ron Dekker:
Social Data: CESSDA Best Practices. 220-229 - Peter Wittenburg, Franciska de Jong, Dieter Van Uytvanck, Massimo Cocco, Keith G. Jeffery, Michael Lautenschlager, Hannes Thiemann, Margareta Hellström, Ari Asmi, Petr Holub:
State of FAIRness in ESFRI Projects. 230-237 - Luana Sales, Patrícia Henning, Viviane Veiga, Maira Murrieta Costa, Luís Fernando Sayão, Luiz Olavo Bonino da Silva Santos, Luís Ferreira Pires:
GO FAIR Brazil: A Challenge for Brazilian Data Science. 238-245 - Mirjam van Reisen, Mia Stokmans, Munyaradzi Mawere, Mariam Basajja, Antony Otieno Ong'ayo, Primrose Nakazibwe, Christine R. Kirkpatrick, Kudakwashe Chindoza:
FAIR Practices in Africa. 246-256 - Peter Wittenburg, Michael Lautenschlager, Hannes Thiemann, Carsten Baldauf, Paul Trilsbeek:
FAIR Practices in Europe. 257-263 - Mirjam van Reisen, Mia Stokmans, Mariam Basajja, Antony Otieno Ong'ayo, Christine R. Kirkpatrick, Barend Mons:
Towards the Tipping Point for FAIR Implementation. 264-275 - Herman van Vlijmen, Albert Mons, Arne Waalkens, Wouter Franke, Arie Baak, Gerbrand Ruiter, Christine R. Kirkpatrick, Luiz Olavo Bonino da Silva Santos, Bert Meerman, Renger Jellema, Derk L. Arts, Martijn G. Kersloot, Sebastiaan L. Knijnenburg, Scott J. Lusher, Rudi Verbeeck, Jean-Marc Neefs:
The Need of Industry to Go FAIR. 276-284 - Ricardo de Miranda Azevedo, Michel Dumontier:
Considerations for the Conduction and Interpretation of FAIRness Evaluations. 285-292
Volume 2, Number 3, Summer 2020
- Joe Raad, Wouter Beek, Frank van Harmelen, Jan Wielemaker, Nathalie Pernelle, Fatiha Saïs:
Constructing and Cleaning Identity Graphs in the LOD Cloud. 323-352 - Lu Zhou, Michelle Cheatham, Adila Krisnadhi, Pascal Hitzler:
GeoLink Data Set: A Complex Alignment Benchmark from Real-world Ontology. 353-378 - Angelo A. Salatino, Thiviyan Thanapalasingam, Andrea Mannocci, Aliaksandr Birukou, Francesco Osborne, Enrico Motta:
The Computer Science Ontology: A Comprehensive Automatically-Generated Taxonomy of Research Areas. 379-416 - Irene Celino, Gloria Re Calegari, Andrea Fiano:
Refining Linked Data with Games with a Purpose . 417-442
Volume 2, Number 4, Fall 2020
- Sabbir M. Rashid, James P. McCusker, Paulo Pinheiro, Marcello Peixoto Bax, Henrique Santos, Jeanette A. Stingone, Amar K. Das, Deborah L. McGuinness:
The Semantic Data Dictionary - An Approach for Describing and Annotating Data. 443-486 - Pablo Rubén Fillottrani, C. Maria Keet:
KnowID: An Architecture for Efficient Knowledge-Driven Information and Data Access. 487-512 - Rossella Aversa, Piero Coronica, Cristiano De Nobili, Stefano Cozzini:
Deep Learning, Feature Learning, and Clustering Analysis for SEM Image Classification. 513-528 - Li Huang, Zhenzhen Liu, Fangfang Xu, Jinguang Gu:
An RDF Data Set Quality Assessment Mechanism for Decentralized Systems. 529-553 - Chris Graf, Dave Flanagan, Lisa Wylie, Deirdre Silver:
The Open Data Challenge: An Analysis of 124, 000 Data Availability Statements and an Ironic Lesson about Data Management Plans. 554-568
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