Norwegian version
Ahmet Soylu

Ahmet Soylu

About

I am a full professor of computer science and head of group for Innovation, Digital Transformation and Sustainability. Previously I was a senior scientist at SINTEF Digital, a senior engineer at DNV GL, a postdoctoral research fellow at University of Oslo (UiO), and a visiting researcher at University of Oxford. I received my PhD degree in computer science in 2012 from University of Leuven. My main research interests fall into ontology-driven information systems and ontology-driven design of information systems from a human-computer interaction perspective. My recent research activities are related to digital transformation, data integration, management, and access for industrial and open data using the Semantic Web and Linked Data technologies and principles.

Scientific publications

Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. Lecture Notes in Computer Science (LNCS) . Vol. 13384.

Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Trung-Kien, Tran; Stepanova, Daria; Gad-Elrab, Mohamed H.; Nikolov, Nikolay; Soylu, Ahmet; Kharlamov, Evgeny (2022). The Data Value Quest: A Holistic Semantic Approach at Bosch. Lecture Notes in Computer Science (LNCS) . Vol. 13384.

Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Kostylev, Egor V.; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny (2022). Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case. Lecture Notes in Computer Science (LNCS) . Vol. 13384.

Fatih, Gurcan; Gonca Gokce Menekse, Dalveren; Nergiz, Ercil Cagiltay; Soylu, Ahmet (2022). Detecting Latent Topics and Trends in Software Engineering Research Since 1980 Using Probabilistic Topic Modeling. IEEE Access . Vol. 10.

Md Nazmul, Islam; Mehedi, Hasan; Md Kabir, Hossain; Md Golam Rabiul, Alam; Md Zia, Uddin; Soylu, Ahmet (2022). Vision transformer and explainable transfer learning models for auto detection of kidney cyst, stone and tumor from CT-radiography. Scientific Reports . Vol. 12.

Roman, Dumitru; Song, Hui; Loupos, Konstantinos; Krousarlis, Thomas; Soylu, Ahmet; Skarmeta, Antonio F. (2022). The Computing Fleet: Managing Microservices-based Applications on the Computing Continuum. 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C). Proceedings. p. 40-44. IEEE conference proceedings.

Vetle, Ryen; Soylu, Ahmet; Roman, Dumitru (2022). Building Semantic Knowledge Graphs from (Semi-)Structured Data: A Review. 24 p. Future Internet . Vol. 14.
http://hdl.handle.net/10852/93808

Soylu, Ahmet; Corcho, Oscar; Elvesæter, Brian; Badenes-Olmedo, Carlos; Yedro Martínez, Francisco; Kovavic, Matej; Posinkovic, Matej; Medvescek, Mitja; Makgill, Ian; Taggart, Chris; Simperl, Elena; Lech, Till Christopher; Roman, Dumitru (2022). Data Quality Barriers for Transparency in Public Procurement. Information . Vol. 13.

Soylu, Ahmet; Corcho, Oscar; Elvesæter, Brian; Badenes-Olmedo, Carlos; Blount, Tom; Yedro Martínez, Francisco; Kovavic, Matej; Posinkovic, Matej; Makgill, Ian; Taggart, Chris; Simperl, Elena; Lech, Till Christopher; Roman, Dumitru (2022). TheyBuyForYou platform and knowledge graph: Expanding horizons in public procurement with open linked data. Semantic Web Journal . Vol. 13.

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; Elvesæter, Brian; Soylu, Ahmet; Prodan, Radu; Kimovski, Dragi; Marrella, Andrea; Leotta, Francesco; Benvenuti, Dario; Matskin, Mihhail; Ledakis, Giannis; Simonet-Boulogne, Anthony; Perales, Fernando; Kharlamov, Evgeny; Ulisses, Alexandre; Solberg, Arnor; Ceccarelli, Raffaele (2021). DataCloud: Enabling the Big Data Pipelines on the Computing Continuum. Cherfi, Samira; Perini, Anna; Nurcan, Selmin (Ed.). Research Challenges in Information Science: 15th International Conference, RCIS 2021, Limassol, Cyprus, May 11–14, 2021, Proceedings. Tutorials and Research Projects. p. 715-717. Springer.
https://zenodo.org/record/4747703

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. 4 p. 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.
http://hdl.handle.net/10852/90344

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 (Ed.). MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems. 3. p. 62-70. Association for Computing Machinery (ACM).

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 . Vol. 56.

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. nternet of Things: Engineering Cyber Physical Human Systems . Vol. 16.
https://hdl.handle.net/11250/2979428

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 p. Springer.
https://doi.org/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; Mikut, 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.
http://hdl.handle.net/10852/90276

Roman, Dumitru; Reeves, Neal; Gonzalez, Esteban; Celino, Irene; Abd El Kader, Shady; Turk, Philip Andreas; Soylu, Ahmet; Corcho, Oscar; Cedazo, Raquel; Re Calegari, Gloria; Scandolari, Damiano; Simperl, Elena (2021). An analysis of pollution Citizen Science projects from the perspective of Data Science and Open Science. Data Technologies and Applications . Vol. 55.

Sahin, Bekir; Yazir, Devran; Soylu, Ahmet; Yip, Tsz Leung (2021). Improved fuzzy AHP based game-theoretic model for shipyard selection. 15 p. Ocean Engineering . Vol. 233.

Uddin, Md Zia; Soylu, Ahmet (2021). Human activity recognition using wearable sensors, discriminant analysis, and long short-term memory-based neural structured learning. Scientific Reports . Vol. 11.
https://hdl.handle.net/11250/2977250

Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Soylu, Ahmet (2021). Ontology-Based Fault Tree Analysis Algorithms in a Fuzzy Environment for Autonomous Ships. IEEE Access . Vol. 9.
https://hdl.handle.net/11250/2983997

Soylu, Ahmet; Corcho, Oscar; Elvesæter, Brian; Badenes-Olmedo, Carlos; Martínez, Francisco Yedro; Kovacic, Matej; Posinkovic, Matej; Makgill, Ian; Taggart, Chris; Simperl, Elena; Lech, Till Christopher; Roman, Dumitru (2020). Integrating and analysing public procurement data through a knowledge graph: A demonstration in a nutshell. CEUR Workshop Proceedings . Vol. 2721.
http://ceur-ws.org/Vol-2721/

Roman, Dumitru; Alexiev, Vladimir; Paniagua, Javier; Elvesæter, Brian; Zernichow, Bjørn Marius von; Soylu, Ahmet; Simeonov, Boyan; Taggart, Chris (2020). A Bird's-eye view of euBusinessGraph: A business knowledge graph for company data. CEUR Workshop Proceedings . Vol. 2721.
http://ceur-ws.org/Vol-2721/paper493.pdf

Roman, Dumitru; Soylu, Ahmet (2020). Enabling the European Business Knowledge Graph for Innovative Data-Driven Products and Services. ERCIM News .

Samuelsen, Simen; Nikolov, Nikolay; Soylu, Ahmet; Roman, Dumitru (2020). An Approach for Representing and Storing RDF Data in Multi-model Databases. 14th International Conference on Metadata and Semantics Research (MTSR 2020). n/a. Springer Nature.

Soylu, Ahmet; Corcho, Oscar; Elvesæter, Brian; Badenes-Olmedo, Carlos; Yedro Martínez, Francisco; Kovacic, Matej; Posinkovic, Matej; Makgill, Ian; Taggart, Chris; Simperl, Elena; Lech, Till Christopher; Roman, Dumitru (2020). Enhancing Public Procurement in the European Union Through Constructing and Exploiting an Integrated Knowledge Graph. Lecture Notes in Computer Science (LNCS) . Vol. 12507.

Dessalk, Yared Dejene; Nikolov, Nikolay; Matskin, Mihhail; Soylu, Ahmet; Roman, Dumitru (2020). Scalable Execution of Big Data Workflows using Software Containers. Chbeir, Richard; Manolopoulos, Yannis; Damiani, Ernesto; Benslimane, Djamal (Ed.). MEDES '20: Proceedings of the 12th International Conference on Management of Digital EcoSystems. Chapter. p. 76-83. ACM Publications.
https://dl.acm.org/doi/pdf/10.1145/3415958.3433082...





These publications are obtained from Cristin. The list may be incomplete