Dr.-Eng. Matthias Volk
Curriculum vitae
Matthias Volk studied Business Informatics at the Faculty of Computer Science at the Otto-von-Guericke-University Magdeburg (OVGU) and earned his Master’s degree at the beginning of 2016. Since then, he has been employed as a scientific researcher concurrently pursuing the doctoral degree. During his studies, Mr. Volk gained lots of practical experience as a software developer in different companies, such as Volkswagen. During his scientific career, he participated in many international scientific congresses and projects, not only as a speaker but also as reviewer or session chair. His main research interest lies in the domain of data-intensive systems, related projects, technologies and the management of them.
Events
15.08.2019
Publications
2022
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Addressing the Dichotomy of Theory and Practice in Design Science Research Methodologies
In:
ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. (Hrsg.):
Addressing the Dichotomy of Theory and Practice in Design Science Research Methodologies;
1-6;
ResearchGATE - Cambridge, Mass.: ResearchGATE Corp.;
St. Petersburg, FL, USA;
2022;
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Following the Digital Thread - A Cloud-Based Observation
In:
ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. (Hrsg.):
Following the Digital Thread;
1-10;
ResearchGATE - Cambridge, Mass.: ResearchGATE Corp.;
ResearchGATE - Cambridge, Mass.: ResearchGATE Corp.;
2022;
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A Holistic View of Adaptive Supply Chain in Retailing Industry
In:
AMCIS 2022 Proceedings - AIS Library (Hrsg.):
A Holistic View of Adaptive Supply Chain in Retailing Industry;
11;
AMCIS 2022 Proceedings - AIS Library;
AMCIS 2022 Proceedings - AIS Library;
2022;
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Adapting the (Big) Data Science Engineering Process to the Application of Test Driven Development
In:
SCITEPRESS - Science and Technology Publications, Lda.; Wijnhoven, Fons . (Hrsg.):
Adapting the (Big) Data Science Engineering Process to the Application of Test Driven Development;
120-129;
SCITEPRESS - Science and Technology Publications, Lda.; Wijnhoven, Fons .;
ICSBT, Lisbon, Portugal;
2022;
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Implementing Test Driven Development in the Big Data Domain: A Movie Recommendation System as an Exemplary Case
In:
Proceedings of the 7th International Conference on Internet of Things, Big Data and Security (IoTBDS 2022)/ IoTBDS - Setúbal: SciTePress - Science and Technology Publications, Lda. (Hrsg.):
Implementing Test Driven Development in the Big Data Domain: A Movie Recommendation System as an Exemplary Case;
239-248;
Proceedings of the 7th International Conference on Internet of Things, Big Data and Security (IoTBDS 2022)/ IoTBDS - Setúbal: SciTePress - Science and Technology Publications, Lda.;
Magdeburg;
2022;
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Investigating the incorporation of big data in management information systems
109-120;
Business Information Systems Workshops - Cham: Springer International Publishing;
Business Information Systems Workshops - Cham: Springer International Publishing;
2022;
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A Process Model for Test Driven Development in the Big Data Domain
109-118;
Scitepress;
Malta, Valetta;
2022;
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Exploring the Test Driven Development of a Fraud Detection Application using the Google Cloud Platform
83-94;
Scitepress;
Malta, Valetta;
2022;
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A Literature Review on the Challenges of Applying Test-Driven Development in Software Engineering
CSIMQ;
2022;
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Facilitating the Decentralisation of Software Development Projects from a Project Management Perspective: A Literature Review -
In:
SCITEPRESS - Science and Technology Publications (Hrsg.):
Facilitating the Decentralisation of Software Development Projects from a Project Management Perspective: A Literature Review -;
22-34;
SCITEPRESS - Science and Technology Publications;
Proceedings of the 4th International Conference on Finance, Economics, Management and IT Business - [Setúbal, Portugal;
2022;
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Facing Big Data System Architecture Deployments: Towards an Automated Approach Using Container Technologies for Rapid Prototyping
In:
ScholarSpace (Hrsg.):
Facing Big Data System Architecture Deployments: Towards an Automated Approach Using Container Technologies for Rapid Prototyping;
6125-6134 S.;
ScholarSpace;
Honolulu, HI: Department of IT Management, Shidler College of Business, University of Hawaii at Manoa;
2022;
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Lowering Big Data Project Barriers: Identifying System Architecture Templates for Standard Use Cases in Big Data
In:
SCITEPRESS - Science and Technology Publications, Lda.; Wijnhoven, Fons (Hrsg.):
Lowering Big Data Project Barriers: Identifying System Architecture Templates for Standard Use Cases in Big Data;
33-44;
SCITEPRESS - Science and Technology Publications, Lda.; Wijnhoven, Fons;
ICSBT, Lisbon, Portugal,;
2022;
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Reliability Estimation of a Smart Metering Architecture using a Monte Carlo Simulation -
In:
Proceedings of the 7th International Conference on Internet of Things, Big Data and Security (IoTBDS 2022)/ IoTBDS - Setúbal: SciTePress - Science and Technology Publications (Hrsg.):
Reliability Estimation of a Smart Metering Architecture using a Monte Carlo Simulation;
47-54;
Proceedings of the 7th International Conference on Internet of Things, Big Data and Security (IoTBDS 2022)/ IoTBDS - Setúbal: SciTePress - Science and Technology Publications;
IoTBDS - Setúbal: SciTePress - Science and Technology Publications, Lda;
2022;
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Providing Clarity on Big Data: Discussing Its Definition and the Most Relevant Data Characteristics
141-148;
Scitepress;
Malta, Valetta;
2022;
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2021
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Methodological Case Study Approach for Detecting Business Model Enablers in Copycat Ventures
35-54;
International journal of organizational and collective intelligence - Hershey, Pa;
International journal of organizational and collective intelligence - Hershey, Pa;
2021;
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Towards a Systematic Requirements Engineering for IT System-based Business Simulation Games
In:
SCITEPRESS - Science and Technology Publications, Lda.; Csapó, Beno (Hrsg.):
13th International Conference on Computer Supported Education-Volume 1: CSEDU;
986-391;
SCITEPRESS - Science and Technology Publications, Lda.; Csapó, Beno;
Setúbal, Portugal;
2021;
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Hybrid Project Management Methods Efficiency in IT Projects
In:
AMCIS 2021;
2021;
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Towards a Concept for Building a Big Data Architecture with Microservices
In:
Hannover: TIB Open Publishing (Hrsg.):
6th International Conference on Internet of Things, Big Data and Security-IoTBDS;
83-94;
Hannover: TIB Open Publishing;
Hannover: TIB Open Publishing;
2021;
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A Concept for the Use of Chatbots to Provide the Public with Vital Information in Crisis Situations
In:
SpringerLink (Hrsg.):
Proceedings of Sixth International Congress on Information and Communication Technology: ICICT 2021, London;
281-289;
SpringerLink;
Singapore: Springer Singapore; Yang, Xin-She;
2021;
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Applying Test Driven Development in the Big Data Domain-Lessons From the Literature
In:
New York,NY,United States: Association for Computing Machinery (Hrsg.):
International Conference on Information Technology (ICIT);
511-516;
New York,NY,United States: Association for Computing Machinery;
New York,NY,United States: Association for Computing Machinery;
2021;
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A Preliminary Overwiew of the Situation in Big Data Testing
In:
SCITEPRESS - Science and Technology Publications, Lda. (Hrsg.):
6th International Conference on Internet of Things, Big Data and Security-IoTBDS;
296-302;
SCITEPRESS - Science and Technology Publications, Lda.;
[Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.;
2021;
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Challenges in Data Acquisition and Management in Big Data Environments
In:
[Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary (Hrsg.):
6th International Conference on Internet of Things, Big Data and Security-IoTBDS;
193-204;
[Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary;
[Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary;
2021;
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Examining the Interplay Between Big Data and Microservices-A Bibliometric Review
International journal of organizational and collective intelligence: IJOCI ; an official publication of the Information Resources Management Association - Hershey;
International journal of organizational and collective intelligence: IJOCI ; an official publication of the Information Resources Management Association - Hershey;
2021;
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Quality assurance in big data engineering - a metareview
In:
Riga: Techn. Univ (Hrsg.):
Complex systems informatics and modeling quarterly;
Riga: Techn. Univ;
Riga: Techn. Univ;
2021;
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Applying Multi-Criteria Decision-Making for the Selection of Big Data Technologies
In:
Virtual Conference, August, 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. (Hrsg.):
AMCIS 2021 Proceedings 10;
1-27;
Virtual Conference, August, 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp.;
Americas Conference on Information Systems, AMCIS, Montreal, Canada -;
2021;
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2020
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Automation of Customer Initiated Back Office Processes: A Design Science Research Approach to link Robotic Process Automation and Chatbots
In:
ACIS 2020 Proceedings 15;
2020;
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Comparative Study of e-Commerce Ventures: Copycat Enablers in Business Models
In:
FEMIB 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Baudier, Patricia (Hrsg.):
Proceedings of the 2nd International Conference on Finance, Economics, Management and IT Business - Volume 1: FEMIB,;
80-90;
FEMIB 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Baudier, Patricia;
FEMIB 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Baudier, Patricia;
2020;
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Generating Content-Compliant Training Data in Big Data Education
In:
CSEDU 2020 - Setúbal: SCITEPRESS Digital Library; (Hrsg.):
Proceedings of the 12th International Conference on Computer Supported Education;
104-110;
CSEDU 2020 - Setúbal: SCITEPRESS Digital Library;;
Setubal;
2020;
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Towards Smart Service Level Agreement (SSLA) Using Blockchain
In:
PACIS 2020 Proceedings;
2020;
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Application of NLP to determine the State of Issues in Bug Tracking Systems
In:
2020 International Conference on Data Mining Workshops (ICDMW).IEEE;
53-61;
2020;
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Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis
In:
IoTBDS 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary (Hrsg.):
Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS;
453-460;
IoTBDS 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary;
IoTBDS 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary;
2020;
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Classifying Big Data Taxonomies: A Systematic Literature Review
In:
IoTBDS 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary (Hrsg.):
Proceedings of the 5th International Conference on Internet of Things, Big Data and Security;
267-278;
IoTBDS 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary;
IoTBDS 2020 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary;
2020;
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Exploring the Applicability of Test Driven Development in the Big Data Domain
2020;
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Discussing Relations Between Dynamic Business Environments and Big Data Analytics
58-82;
CSIMQ;
Complex systems informatics and modeling quarterly: CSIMQ - Riga: Techn. Univ.;
2020;
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Improving the Quality Validation of the ETL Process using Test Automation
In:
AMCIS (Hrsg.):
AMCIS 2020 Proceedings;
AMCIS;
AIS eLibrary;
2020;
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In:
Springer Gabler, Wiesbaden (Hrsg.):
Handbuch Digitale Wirtschaft;
1-18;
Springer Gabler, Wiesbaden;
2020;
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Approaching the (Big) Data Science Engineering Process
In:
SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary (Hrsg.):
Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,;
428-435;
SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary;
Setúbal, Portugal;
2020;
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Identifying Similarities of Big Data Projects–A Use Case Driven Approach
In:
IEEE (Hrsg.):
IEEE Access ( Volume: 8);
186599 - 186619;
IEEE;
2020;
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Providing Clarity on Big Data Technologies - The BDTOnto Ontology
In:
IJIIT ; an official publication of the Information Resources Management Association - Hershey (Hrsg.):
International Journal of Intelligent Information Technologies;
49-73;
IJIIT ; an official publication of the Information Resources Management Association - Hershey;
Hershey, PA;
2020;
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Towards a Decision Support System for Big Data Projects
In:
GITO (Hrsg.):
WI2020;
GITO;
ResearchGATE - Cambridge, Mass.: ResearchGATE Corp;
2020;
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Towards an Automatized Way for Modeling Big Data System Architectures
In:
Proceedings - Cham: Springer International Publishing (Hrsg.):
23rd International Conference on Business Information Systems;
Proceedings - Cham: Springer International Publishing;
BIS 2020, Colorado Springs;
2020;
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2019
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A holistic view of the server consolidation and virtual machines placement problems
In:
15th International Conference on Signal Image Technology & Internet based Systems, SITIS 2019;
Sorrento, Italy;
2019;
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Machine Learning Techniques for Annotations of Large Financial Text Datasets.
In:
25th Americas Conference on Information Systems, AMCIS 2019, Cancun, Mexico, August 15-17, 201;
2019;
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In:
Handbuch Digitale Wirtschaft;
1-15;
Springer;
2019;
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Understanding Issues in Big Data Applications - A Multidimensional Endeavor.
In:
25th Americas Conference on Information Systems, AMCIS 2019, Cancun, Mexico, August 15-17, 2019;
2019;
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Exploring the Specificities and Challenges of Testing Big Data Systems
In:
15th International Conference on Signal Image Technology & Internet based Systems;
2019;
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Challenging Big Data Engineering: Positioning of Current and Future Development
In:
Proceedings of the 4th International Conference on Internet of Things, Big Data and Security;
257-268;
2019;
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Decision-Support for Selecting Big Data Reference Architectures
In:
Proceedings of the 22nd International Conference on Business Information Systems; 2019;
3-17;
2019;
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An Inventory-Based Mobile Application for Warehouse Management to Digitize Very Small Enterprises
In:
Proceedings of the 22nd International Conference on Business Information Systems;
2019;
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2018
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IT Operation Management A possibility in the flux of digitization Completed Research
In:
Proceedings of the 24th Americas Conference on Information Systems (AMCIS);
1-10;
AIS Electronic Library (AISeL);
2018;
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IT-Landscape Management in the Higher Educational Institutions
In:
Proceedings of Sixth International Conference on Enterprise Systems;
211-216;
IEEE;
2018;
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Classifying Big Data Technologies – An Ontology-based Approach
1-10;
AIS Electronic Library (AISeL);
2018;
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