Please use this identifier to cite or link to this item:
https://doi.org/10.21256/zhaw-23624
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Amer-Yahia, Sihem | - |
dc.contributor.author | Koutrika, Georgia | - |
dc.contributor.author | Braschler, Martin | - |
dc.contributor.author | Calvanese, Diego | - |
dc.contributor.author | Lanti, Davide | - |
dc.contributor.author | Lücke-Tieke, Hendrik | - |
dc.contributor.author | Mosca, Alessandro | - |
dc.contributor.author | Mendes de Farias, Tarcisio | - |
dc.contributor.author | Papadopoulos, Dimitris | - |
dc.contributor.author | Patil, Yogendra | - |
dc.contributor.author | Rull, Guillem | - |
dc.contributor.author | Smith, Ellery | - |
dc.contributor.author | Skoutas, Dimitrios | - |
dc.contributor.author | Subramanian, Srividya | - |
dc.contributor.author | Stockinger, Kurt | - |
dc.date.accessioned | 2021-11-29T14:48:14Z | - |
dc.date.available | 2021-11-29T14:48:14Z | - |
dc.date.issued | 2021-12 | - |
dc.identifier.issn | 0163-5808 | de_CH |
dc.identifier.uri | https://sigmodrecord.org/2021/12/31/inode-building-an-end-to-end-data-exploration-system-in-practice/ | de_CH |
dc.identifier.uri | https://digitalcollection.zhaw.ch/handle/11475/23624 | - |
dc.description.abstract | A 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.iso | en | de_CH |
dc.publisher | Association for Computing Machinery | de_CH |
dc.relation.ispartof | SIGMOD Record | de_CH |
dc.rights | Not specified | de_CH |
dc.subject | Databases | de_CH |
dc.subject | Data exploration | de_CH |
dc.subject | Machine learning | de_CH |
dc.subject.ddc | 005: Computerprogrammierung, Programme und Daten | de_CH |
dc.subject.ddc | 006: Spezielle Computerverfahren | de_CH |
dc.title | INODE : building an end-to-end data exploration system in practice | de_CH |
dc.type | Beitrag in wissenschaftlicher Zeitschrift | de_CH |
dcterms.type | Text | de_CH |
zhaw.departement | School of Engineering | de_CH |
zhaw.organisationalunit | Institut für Informatik (InIT) | de_CH |
dc.identifier.doi | 10.21256/zhaw-23624 | - |
zhaw.funding.eu | info:eu-repo/grantAgreement/EC/H2020/863410//INODE - Intelligent Open Data Exploration/INODE | de_CH |
zhaw.issue | 4 | de_CH |
zhaw.originated.zhaw | Yes | de_CH |
zhaw.pages.end | 29 | de_CH |
zhaw.pages.start | 23 | de_CH |
zhaw.publication.status | publishedVersion | de_CH |
zhaw.volume | 50 | de_CH |
zhaw.publication.review | Peer review (Publikation) | de_CH |
zhaw.webfeed | Datalab | de_CH |
zhaw.webfeed | Information Engineering | de_CH |
zhaw.webfeed | ZHAW digital | de_CH |
zhaw.funding.zhaw | INODE – Intelligent Open Data Exploration (EU Horizon 2020) | de_CH |
zhaw.author.additional | No | de_CH |
zhaw.display.portrait | Yes | de_CH |
Appears in collections: | Publikationen School of Engineering |
Files in This Item:
File | Description | Size | Format | |
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INODE_Vision_SIGMOD_Record_Final.pdf | INODE Vision Paper SIGMOD Record 2021 | 763.07 kB | Adobe PDF | View/Open |
Show simple item record
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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