%0 Conference Paper %1 freyfair %A Frey, Johannes %A Hellmann, Sebastian %B Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021 %D 2021 %E Leskovec, Jure %E Grobelnik, Marko %E Najork, Marc %E Tang, Jie %E Zia, Leila %I ACM / IW3C2 %K frey group_aksw hellmann kilt %P 431--435 %R 10.1145/3442442.3451364 %T FAIR Linked Data - Towards a Linked Data Backbone for Users and Machines %U https://svn.aksw.org/papers/2021/sci-k_fair-linked-data/public.pdf %X Although many FAIR principles could be fulfilled by 5-star LinkedOpen Data, the successful realization of FAIR poses a multitudeof challenges. FAIR publishing and retrieval of Linked Data is stillrather a FAIRytale than reality, for users and machines. In thispaper, we give an overview on four major approaches that tackleindividual challenges of FAIR data and present our vision of a FAIRLinked Data backbone. We propose 1) DBpedia Databus - a flex-ible, heavily automatizable dataset management and publishingplatform based on DataID metadata; that is extended by 2) thenovel Databus Mods architecture which allows for flexible, uni-fied, community-specific metadata extensions and (search) overlaysystems; 3) DBpedia Archivo an archiving solution for unified han-dling and improvement of FAIRness for ontologies on publisher andconsumer side; as well as 4) the DBpedia Global ID managementand lookup services to cluster and discover equivalent entities andproperties.

@inproceedings{freyfair, abstract = {Although many FAIR principles could be fulfilled by 5-star LinkedOpen Data, the successful realization of FAIR poses a multitudeof challenges. FAIR publishing and retrieval of Linked Data is stillrather a FAIRytale than reality, for users and machines. In thispaper, we give an overview on four major approaches that tackleindividual challenges of FAIR data and present our vision of a FAIRLinked Data backbone. We propose 1) DBpedia Databus - a flex-ible, heavily automatizable dataset management and publishingplatform based on DataID metadata; that is extended by 2) thenovel Databus Mods architecture which allows for flexible, uni-fied, community-specific metadata extensions and (search) overlaysystems; 3) DBpedia Archivo an archiving solution for unified han-dling and improvement of FAIRness for ontologies on publisher andconsumer side; as well as 4) the DBpedia Global ID managementand lookup services to cluster and discover equivalent entities andproperties.}, added-at = {2024-03-04T14:15:43.000+0100}, author = {Frey, Johannes and Hellmann, Sebastian}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://www.bibsonomy.org/bibtex/27cea81be80ec3db6efee2059264689a6/aksw}, booktitle = {Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021}, doi = {10.1145/3442442.3451364}, editor = {Leskovec, Jure and Grobelnik, Marko and Najork, Marc and Tang, Jie and Zia, Leila}, interhash = {c9cdddb38e4fe2c072208ec8ccf66bc9}, intrahash = {7cea81be80ec3db6efee2059264689a6}, keywords = {frey group_aksw hellmann kilt}, pages = {431--435}, publisher = {{ACM} / {IW3C2}}, timestamp = {2024-03-04T14:15:43.000+0100}, title = {{FAIR} {L}inked {D}ata - {T}owards a {L}inked {D}ata {B}ackbone for {U}sers and {M}achines}, url = {https://svn.aksw.org/papers/2021/sci-k_fair-linked-data/public.pdf}, year = 2021 }