Matthias Volk

Orcid: 0000-0002-4835-919X

Affiliations:
  • Otto-von-Guericke-Universität Magedeburg, Germany


According to our database1, Matthias Volk authored at least 64 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Reliability Estimation and Optimization of a Smart Meter Architecture Using a Monte Carlo Simulation.
SN Comput. Sci., September, 2023

Creation of a Framework and a Corresponding Tool Enabling the Test-Driven Development of Microservices.
J. Softw., May, 2023

On the Integration of Google Cloud and SAP HANA for Adaptive Supply Chain in Retailing.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Following the Digital Thread - A Cloud-Based Observation.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

On the Challenges of Applying Test Driven Development to the Engineering of Big Data Applications.
Proceedings of the 20th International Conference on Smart Business Technologies, 2023

Towards the Creation of a Holistic Video Analytics Platform for Retail Environments.
Proceedings of the 20th International Conference on Smart Business Technologies, 2023

Towards the Application of Test Driven Development in Big Data Engineering.
Proceedings of the International Conference on Information Technology, 2023

The Future of Commerce: Linking Modern Retailing Characteristics with Cloud Computing Capabilities.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Achieving Competitive Advantages Through Situation-Aware Big Data Engineering - When (Not) to Use Test Driven Development.
Proceedings of the 29th Americas Conference on Information Systems, 2023

2022
A Literature Review on the Challenges of Applying Test-Driven Development in Software Engineering.
Complex Syst. Informatics Model. Q., 2022

Implementing Test Driven Development in the Big Data Domain: A Movie Recommendation System as an Exemplary Case.
Proceedings of the 7th International Conference on Internet of Things, 2022

Reliability Estimation of a Smart Metering Architecture using a Monte Carlo Simulation.
Proceedings of the 7th International Conference on Internet of Things, 2022

Adapting the (Big) Data Science Engineering Process to the Application of Test Driven Development.
Proceedings of the 19th International Conference on Smart Business Technologies, 2022

Lowering Big Data Project Barriers: Identifying System Architecture Templates for Standard Use Cases in Big Data.
Proceedings of the 19th International Conference on Smart Business Technologies, 2022

Exploring the Test Driven Development of a Fraud Detection Application using the Google Cloud Platform.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

A Process Model for Test Driven Development in the Big Data Domain.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

Providing Clarity on Big Data: Discussing Its Definition and the Most Relevant Data Characteristics.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

Facing Big Data System Architecture Deployments: Towards an Automated Approach Using Container Technologies for Rapid Prototyping.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Facilitating the Decentralisation of Software Development Projects from a Project Management Perspective: A Literature Review.
Proceedings of the 4th International Conference on Finance, 2022

A Holistic View of Adaptive Supply Chain in Retailing Industry.
Proceedings of the 28th Americas Conference on Information Systems, 2022

2021
Methodological Case Study Approach for Detecting Business Model Enablers in Copycat Ventures.
Int. J. Organ. Collect. Intell., 2021

Quality Assurance in Big Data Engineering - A Metareview.
Complex Syst. Informatics Model. Q., 2021

Examining the Interplay Between Big Data and Microservices - A Bibliometric Review.
Complex Syst. Informatics Model. Q., 2021

Challenges in Data Acquisition and Management in Big Data Environments.
Proceedings of the 6th International Conference on Internet of Things, 2021

A Preliminary Overview of the Situation in Big Data Testing.
Proceedings of the 6th International Conference on Internet of Things, 2021

A Concept for the Use of Chatbots to Provide the Public with Vital Information in Crisis Situations.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Towards a Systematic Requirements Engineering for IT System-based Business Simulation Games.
Proceedings of the 13th International Conference on Computer Supported Education, 2021

Applying Test Driven Development in the Big Data Domain - Lessons From the Literature.
Proceedings of the International Conference on Information Technology, 2021

Investigating the Incorporation of Big Data in Management Information Systems.
Proceedings of the Business Information Systems Workshops, 2021

Towards a Concept for Building a Big Data Architecture with Microservices.
Proceedings of the 24th International Conference on Business Information Systems, 2021

Hybrid Project Management Methods Efficiency in IT Projects.
Proceedings of the 27th Americas Conference on Information Systems, 2021

Applying Multi-Criteria Decision-Making for the Selection of Big Data Technologies.
Proceedings of the 27th Americas Conference on Information Systems, 2021

Low-code Development Platform Usage: Towards Bringing Citizen Development and Enterprise IT into Harmony.
Proceedings of the Australasian Conference on Information Systems, 2021

2020
Providing Clarity on Big Data Technologies: The BDTOnto Ontology.
Int. J. Intell. Inf. Technol., 2020

Discussing Relations Between Dynamic Business Environments and Big Data Analytics.
Complex Syst. Informatics Model. Q., 2020

Identifying Similarities of Big Data Projects-A Use Case Driven Approach.
IEEE Access, 2020

Towards a Decision Support System for Big Data Projects.
Proceedings of the Entwicklungen, 2020

Towards Smart Service Level Agreement (SSLA) Using Blockchain.
Proceedings of the 24th Pacific Asia Conference on Information Systems, 2020

Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis.
Proceedings of the 5th International Conference on Internet of Things, 2020

Classifying Big Data Taxonomies: A Systematic Literature Review.
Proceedings of the 5th International Conference on Internet of Things, 2020

Approaching the (Big) Data Science Engineering Process.
Proceedings of the 5th International Conference on Internet of Things, 2020

Application of NLP to determine the State of Issues in Bug Tracking Systems.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Comparative Study of e-Commerce Ventures: Copycat Enablers in Business Models.
Proceedings of the 2nd International Conference on Finance, 2020

Generating Content-Compliant Training Data in Big Data Education.
Proceedings of the 12th International Conference on Computer Supported Education, 2020

Towards an Automatized Way for Modeling Big Data System Architectures.
Proceedings of the Business Information Systems - 23rd International Conference, 2020

Improving the Quality Validation of the ETL Process using Test Automation.
Proceedings of the 26th Americas Conference on Information Systems, 2020

Exploring the Applicability of Test Driven Development in the Big Data Domain.
Proceedings of the Australasian Conference on Information Systems, 2020

Automation of Customer Initiated Back Office Processes: A Design Science Research Approach to link Robotic Process Automation and Chatbots.
Proceedings of the Australasian Conference on Information Systems, 2020

2019
Exploring the Specificities and Challenges of Testing Big Data Systems.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

A Holistic View of the Server Consolidation and Virtual Machines Placement Problems.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Challenging Big Data Engineering: Positioning of Current and Future Development.
Proceedings of the 4th International Conference on Internet of Things, 2019

An Inventory-Based Mobile Application for Warehouse Management to Digitize Very Small Enterprises.
Proceedings of the Business Information Systems - 22nd International Conference, 2019

Decision-Support for Selecting Big Data Reference Architectures.
Proceedings of the Business Information Systems - 22nd International Conference, 2019

Understanding Issues in Big Data Applications - A Multidimensional Endeavor.
Proceedings of the 25th Americas Conference on Information Systems, 2019

Machine Learning Techniques for Annotations of Large Financial Text Datasets.
Proceedings of the 25th Americas Conference on Information Systems, 2019

2018
IT-Landscape Management in the Higher Educational Institutions.
Proceedings of the Sixth International Conference on Enterprise Systems, 2018

IT Operation Management - A possibility in the flux of digitization.
Proceedings of the 24th Americas Conference on Information Systems, 2018

Classifying Big Data Technologies - An Ontology-based Approach.
Proceedings of the 24th Americas Conference on Information Systems, 2018

2017
Providing Clarity on Big Data Technologies: A Structured Literature Review.
Proceedings of the 19th IEEE Conference on Business Informatics, 2017

New E-Commerce User Interest Patterns.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

Ask the Right Questions: Requirements Engineering for the Execution of Big Data Projects.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
The I-ID - An IT Solution to Supplement Conventional Identification Cards: The Air Transportation Systems Use Case.
Proceedings of the 4th International Conference on Enterprise Systems, 2016

How much is Big Data? A Classification Framework for IT Projects and Technologies.
Proceedings of the 22nd Americas Conference on Information Systems, 2016

2013
Erster Konzeptansatz von Sicherheitstypen: Sicherheitsbewusstsein von Kindern und Jugendlichen im Umgang mit dem Internet.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013


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