Publications on Methodology of Education in Conditions of Emerging Technologies
Recent Publications
- Yuri Demchenko, Zhiming Zhao, Spiros Koulouzis, Jayachander Surbiryala,
Zeshun Shi, Xiaofeng Liao and Jelena Gordiyenko, Teaching DevOps and Cloud
based Software Engineering in University Curricula, Proc. 5th IEEE STC CC
Workshop on Curricula and Teaching Methods in Cloud Computing, Big Data, and
Data Science (DTW2019), part of the eScience 2019 Conference, September 24 –
27, 2019, San Diego, California, USA (PDF)
- Tomasz Wiktorski, Yuri Demchenko and Oleg Chertov, Data Science Model
Curriculum Implementation for Various Types of Big Data Infrastructure
Courses, Proc. 5th IEEE STC CC Workshop on Curricula and Teaching Methods in
Cloud Computing, Big Data, and Data Science (DTW2019), part of the eScience
2019 Conference, September 24 – 27, 2019, San Diego, California, USA (PDF)
- Yuri Demchenko, Tomasz Wiktorski, Steve Brewer, Juan José Cuadrado
Gallego, EDISON Data Science Framework (EDSF) Extension to Address
Transversal Skills required by Emerging Industry 4.0 Transformation, Proc.
5th IEEE STC CC Workshop on Curricula and Teaching Methods in Cloud
Computing, Big Data, and Data Science (DTW2019), part of the eScience 2019
Conference, September 24 – 27, 2019, San Diego, California, USA (PDF)
- Yuri Demchenko, Big Data Platforms and Tools
for Data Analytics in the Data Science Engineering Curriculum, Proc 2019 3rd
International conference on Cloud and Big Data (ICCBDC 2019), August 28-30,
2019, Oxford, UK (PDF)
- Yuri Demchenko, Cloud based Big Data Platforms and Tools for Data
Analytics in the Big Data Engineering Curriculum, Proc 15th Int. Conference
on Data Science (ICDATA’19), July 29 - August 1, 2019, Las Vagas (PDF)
- Yuri Demchenko, Luca Comminiello, Gianluca Reali, Designing Customisable Data Science Curriculum using Ontology for Science and Body of Knowledge, 2019 International Conference on Big Daya and Education (ICBDE2019), March 30 - April 1, 2019, London, United Kigndom, ISBN978-1-4503-6186-6/19/03.
(PDF).
- Demchenko, Yuri, Adam Belloum, Wouter Los, Cees de
Laat, EDISON Data Science Framework: A Foundation for Data Science
Competence Management and Curricula Development, Proc Conference ICT.OPEN2017, Section "Computing and Imaging
(by ASCI)", 22-23 March 2017, Amersfoort [online] (PDF)
- Yuri Demchenko, Adam Belloum, Cees de Laat, Charles Loomis, Tomasz
Wiktorski, Erwin Spekschoor, Customisable Data Science Educational
Environment: From Competences Management and Curriculum Design to Virtual
Labs On-Demand, Proc. 4th IEEE STC CC Workshop on Curricula and Teaching
Methods in Cloud Computing, Big Data, and Data Science (DTW2017), part of
The 9th IEEE International Conference and Workshops on Cloud Computing
Technology and Science (CloudCom2017),
11-14 Dec 2017, Hong Kong. (PDF)
- Tomasz Wiktorski, Yuri Demchenko, Adam Belloum, Model Curricula for Data
Science EDISON Data Science Framework, Proc. 4th IEEE STC CC Workshop on
Curricula and Teaching Methods in Cloud Computing, Big Data, and Data
Science (DTW2017), part of The 9th IEEE International Conference and
Workshops on Cloud Computing Technology and Science (CloudCom2017),
11-14 Dec 2017, Hong Kong. (PDF)
- Yuri Demchenko, Adam Belloum, Wouter Los, Tomasz Wiktorski, Andrea
Manieri, Steve Brewer, Holger Brocks, Jana Becker, Dominic Heutelbeck,
Matthias Hemmje, EDISON Data Science Framework: A Foundation for Building
Data Science Profession For Research and Industry, 3rd IEEE STC CC and RDA
Workshop on Curricula and Teaching Methods in Cloud Computing, Big Data, and
Data Science (DTW2016), in Proc.The 8th IEEE International Conference and
Workshops on Cloud Computing Technology and Science (CloudCom2016), 12-15
December 2016, Luxembourg. (PDF)
- Tomasz Wiktorski, Yuri Demchenko, Adam Belloum and Anoosheh Shirazi,
Quantitative and Qualitative Analysis of Current Data Science Programs from
Perspective of Data Science Competence Groups and Framework, 3rd IEEE STC CC
and RDA Workshop on Curricula and Teaching Methods in Cloud Computing, Big
Data, and Data Science (DTW2016), in Proc.The 8th IEEE International
Conference and Workshops on Cloud Computing Technology and Science
(CloudCom2016), 12-15 December 2016, Luxembourg. (PDF)
- Andrea Manieri, Yuri Demchenko, Tomasz Wiktorski, Steve Brewer, Matthias
Hemmje, Ruben Riestra,Tiziana Ferrari, Jeremy Frey, Data Science
Professional uncovered: How the EDISON Project will contribute to a widely
accepted profile for Data Scientists, 2nd IEEE STC CC and RDA Workshop on
Curricula and Teaching Methods in Cloud Computing, Big Data, and Data
Science, in Proc.The 7th IEEE International Conference and Workshops on
Cloud Computing Technology and Science (CloudCom2015), 30 November - 3
December 2015, Vancouver, Canada (PDF)
- Demchenko, Yuri, Emanuel Gruengard, Sander Klous, Instructional Model
for Building effective Big Data Curricula for Online and Campus Education.
1st IEEE STC CC and RDA Workshop on Curricula and Teaching Methods in Cloud
Computing, Big Data, and Data Science, in Proc.The 6th IEEE International
Conference and Workshops on Cloud Computing Technology and Science
(CloudCom2014), 15-18 December 2014, Singapore. (Local
copy)
- Demchenko, Yuri, David Bernstein, Adam Belloum, Cees de Laat, Experience
of Profiling Curricula on Cloud Computing Technologies and Engineering for
Different Target Groups. 1st IEEE STC CC and RDA Workshop on Curricula and
Teaching Methods in Cloud Computing, Big Data, and Data Science, in Proc.
The 6th IEEE International Conference and Workshops on Cloud Computing
Technology and Science (CloudCom2014), 15-18 December 2014, Singapore. (Local
copy)
- Demchenko, Yuri, David Bernstein, Adam Belloum, Ana Oprescu, Tomasz W.
Wlodarczyk, Cees de Laat, New Instructional Models for Building Effective
Curricula on Cloud Computing Technologies and Engineering. Proc. Workshop
"Requirements Engineering for Cloud Computing (RECC)", in conjunction with
The 5th IEEE International Conference and Workshops on Cloud Computing
Technology and Science (CloudCom2013), 2-5 December 2013, Bristol, UK. (Local
Copy)