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Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-23624
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dc.contributor.authorAmer-Yahia, Sihem-
dc.contributor.authorKoutrika, Georgia-
dc.contributor.authorBraschler, Martin-
dc.contributor.authorCalvanese, Diego-
dc.contributor.authorLanti, Davide-
dc.contributor.authorLücke-Tieke, Hendrik-
dc.contributor.authorMosca, Alessandro-
dc.contributor.authorMendes de Farias, Tarcisio-
dc.contributor.authorPapadopoulos, Dimitris-
dc.contributor.authorPatil, Yogendra-
dc.contributor.authorRull, Guillem-
dc.contributor.authorSmith, Ellery-
dc.contributor.authorSkoutas, Dimitrios-
dc.contributor.authorSubramanian, Srividya-
dc.contributor.authorStockinger, Kurt-
dc.date.accessioned2021-11-29T14:48:14Z-
dc.date.available2021-11-29T14:48:14Z-
dc.date.issued2021-12-
dc.identifier.issn0163-5808de_CH
dc.identifier.urihttps://sigmodrecord.org/2021/12/31/inode-building-an-end-to-end-data-exploration-system-in-practice/de_CH
dc.identifier.urihttps://digitalcollection.zhaw.ch/handle/11475/23624-
dc.description.abstractA full-fledged data exploration system must combine different access modalities with a powerful concept of guiding the user in the exploration process, by being reactive and anticipative both for data discovery and for data linking. Such systems are a real opportunity for our community to cater to users with different domain and data science expertise. We introduce INODE - an end-to-end data exploration system - that leverages, on the one hand, Machine Learning and, on the other hand, semantics for the purpose of Data Management (DM). Our vision is to develop a classic unified, comprehensive platform that provides extensive access to open datasets, and we demonstrate it in three significant use cases in the fields of Cancer Biomarker Research, Research and Innovation Policy Making, and Astrophysics. INODE offers sustainable services in (a) data modeling and linking, (b) integrated query processing using natural language, (c) guidance, and (d) data exploration through visualization, thus facilitating the user in discovering new insights. We demonstrate that our system is uniquely accessible to a wide range of users from larger scientific communities to the public. Finally, we briefly illustrate how this work paves the way for new research opportunities in DM.de_CH
dc.language.isoende_CH
dc.publisherAssociation for Computing Machineryde_CH
dc.relation.ispartofSIGMOD Recordde_CH
dc.rightsNot specifiedde_CH
dc.subjectDatabasesde_CH
dc.subjectData explorationde_CH
dc.subjectMachine learningde_CH
dc.subject.ddc005: Computerprogrammierung, Programme und Datende_CH
dc.subject.ddc006: Spezielle Computerverfahrende_CH
dc.titleINODE : building an end-to-end data exploration system in practicede_CH
dc.typeBeitrag in wissenschaftlicher Zeitschriftde_CH
dcterms.typeTextde_CH
zhaw.departementSchool of Engineeringde_CH
zhaw.organisationalunitInstitut für Informatik (InIT)de_CH
dc.identifier.doi10.21256/zhaw-23624-
zhaw.funding.euinfo:eu-repo/grantAgreement/EC/H2020/863410//INODE - Intelligent Open Data Exploration/INODEde_CH
zhaw.issue4de_CH
zhaw.originated.zhawYesde_CH
zhaw.pages.end29de_CH
zhaw.pages.start23de_CH
zhaw.publication.statuspublishedVersionde_CH
zhaw.volume50de_CH
zhaw.publication.reviewPeer review (Publikation)de_CH
zhaw.webfeedDatalabde_CH
zhaw.webfeedInformation Engineeringde_CH
zhaw.webfeedZHAW digitalde_CH
zhaw.funding.zhawINODE – Intelligent Open Data Exploration (EU Horizon 2020)de_CH
zhaw.author.additionalNode_CH
zhaw.display.portraitYesde_CH
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Amer-Yahia, S., Koutrika, G., Braschler, M., Calvanese, D., Lanti, D., Lücke-Tieke, H., Mosca, A., Mendes de Farias, T., Papadopoulos, D., Patil, Y., Rull, G., Smith, E., Skoutas, D., Subramanian, S., & Stockinger, K. (2021). INODE : building an end-to-end data exploration system in practice. SIGMOD Record, 50(4), 23–29. https://doi.org/10.21256/zhaw-23624
Amer-Yahia, S. et al. (2021) ‘INODE : building an end-to-end data exploration system in practice’, SIGMOD Record, 50(4), pp. 23–29. Available at: https://doi.org/10.21256/zhaw-23624.
S. Amer-Yahia et al., “INODE : building an end-to-end data exploration system in practice,” SIGMOD Record, vol. 50, no. 4, pp. 23–29, Dec. 2021, doi: 10.21256/zhaw-23624.
AMER-YAHIA, Sihem, Georgia KOUTRIKA, Martin BRASCHLER, Diego CALVANESE, Davide LANTI, Hendrik LÜCKE-TIEKE, Alessandro MOSCA, Tarcisio MENDES DE FARIAS, Dimitris PAPADOPOULOS, Yogendra PATIL, Guillem RULL, Ellery SMITH, Dimitrios SKOUTAS, Srividya SUBRAMANIAN und Kurt STOCKINGER, 2021. INODE : building an end-to-end data exploration system in practice. SIGMOD Record [online]. Dezember 2021. Bd. 50, Nr. 4, S. 23–29. DOI 10.21256/zhaw-23624. Verfügbar unter: https://sigmodrecord.org/2021/12/31/inode-building-an-end-to-end-data-exploration-system-in-practice/
Amer-Yahia, Sihem, Georgia Koutrika, Martin Braschler, Diego Calvanese, Davide Lanti, Hendrik Lücke-Tieke, Alessandro Mosca, et al. 2021. “INODE : Building an End-to-End Data Exploration System in Practice.” SIGMOD Record 50 (4): 23–29. https://doi.org/10.21256/zhaw-23624.
Amer-Yahia, Sihem, et al. “INODE : Building an End-to-End Data Exploration System in Practice.” SIGMOD Record, vol. 50, no. 4, Dec. 2021, pp. 23–29, https://doi.org/10.21256/zhaw-23624.


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