Kort om
Jeg er professor i informatikk og leder for gruppen for innovasjon, digital transformasjon og bærekraft. Tidligere var jeg seniorforsker ved SINTEF Digital, senioringeniør ved DNV GL, postdoktor ved Universitetet i Oslo (UiO) og besøksforsker ved University of Oxford. Jeg fikk min doktorgrad i informatikk i 2012 fra University of Leuven. Mine hovedforskningsinteresser faller inn i ontologi-drevne informasjonssystemer og ontologi-drevne design av informasjonssystemer fra et menneske-datamaskin-interaksjonsperspektiv. Mine nylige forskningsaktiviteter er knyttet til digital transformasjon, dataintegrasjon, og dataforvaltning for industrielle og åpne data ved hjelp av teknologier og prinsipper for Semantic Web og Linked Data.
Forskningsgrupper
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Roman, Dumitru; Alexiev, Vladimir; Paniagua, Javier; Elvesæter, Brian; Zernichow, Bjørn Marius von; Soylu, Ahmet; Simeonov, Boyan; Taggart, Chris
(2022).
The euBusinessGraph Ontology: a Lightweight Ontology for Harmonizing Basic Company Information.
Semantic Web Journal
.
Vol. 13.
https://content.iospress.com/articles/semantic-web...
Roman, Dumitru; Nikolov, Nikolay; Soylu, Ahmet; Elvesæter, Brian; Song, Hui; Prodan, Radu; Kimovski, Dragi; Marrella, Andrea; Leotta, Francesco; Matskin, Mihhail; Ledakis, Giannis; Theodosiou, Konstantinos; Simonet-Boulogne, Anthony; Perales, Fernando; Kharlamov, Evgeny; Ulisses, Alexandre; Solberg, Arnor; Ceccarelli, Raffaele (2021). Big Data Pipelines on the Computing Continuum: Ecosystem and Use Cases Overview. Proceedings of the IEEE Symposium on Computers and Communications .
Corodescu, Andrei-Alin; Nikolov, Nikolay; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir H.; Roman, Dumitru
(2021).
Big data workflows: Locality-aware orchestration using software containers.
Sensors
.
Vol. 21:8212.
https://www.mdpi.com/1424-8220/21/24/8212
Corodescu, Andrei-Alin; Nikolov, Nikolay; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir; Roman, Dumitru (2021). Locality-Aware Workflow Orchestration for Big Data. Chbeir, Richard (Red.). MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems. 3. s. 62-70. ACM Digital Library.
Parnas Gulnes, Maren; Soylu, Ahmet; Roman, Dumitru (2021). A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia. Data Technologies and Applications.
Nikolov, Nikolay; Dessalk, Yared Dejene; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir; Roman, Dumitru (2021). Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers. Internet of Things . Vol. 16.
Moschoyiannis, Sotiris; Penaloza Nyssen, Rafael; Vanthienen, Jan; Soylu, Ahmet; Roman, Dumitru (2021). Rules and Reasoning. 5th International Joint Conference, RuleML+RR 2021, Leuven, Belgium, September 8–15, 2021, Proceedings. ISBN: 978-3-030-91166-9. 250 s. Springer. 10.1007/978-3-030-91167-6
Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Uddin, Md Zia; Soylu, Ahmet (2021). An Analysis of Data Production Based on the Consistency of Decision Matrices. Lecture Notes in Networks and Systems . Vol. 307.
Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Uddin, Md Zia; Soylu, Ahmet (2021). On Converting Crisp Failure Possibility into Probability for Reliability of Complex Systems. Lecture Notes in Networks and Systems . Vol. 308.
Zhou, Baifan; Svetashova, Yulia; Silva Gusmao, Andre; Soylu, Ahmet; Cheng, Gong; Miku, Ralf; Waaler, Arild Torolv Søetorp; Kharlamov, Evgeny (2021). SemML: Facilitating development of ML models for condition monitoring with semantics. Journal of Web Semantics . Vol. 71.
