Dr. Alexander Neumann

Full Stack Cloud Developer & Architect @ MIRA GmbH

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Contact Information:

E-mail Address

neumann@dbis.rwth-aachen.de

GitHub

here

Research Gate

here

Short Bio

Alexander Neumann holds a PhD (Dr. rer. nat.) in Computer Science from RWTH Aachen University, where he studied from 2013 to 2018 and subsequently worked as a research assistant at the Chair for Computer Science 5 until September 2024. His research focuses on social computing, web science, and leveraging chatbot and AI technologies to enhance educational platforms.

He currently works as a Full Stack Cloud Developer & Architect at MIRA GmbH in Düsseldorf, focusing on innovative cloud solutions for mobility systems.

Projects:

Theses:

An Empirical Study of Open Source Large Language Models (OSLLMs) (
Finished
)
Moving from Ad-hoc to a Structured Testing Approach in a Graph Analysis and Community Detection Framework (
Finished
)
Analysing Policy Documents using AI-based Large Language Models (LLMs) (
Finished
)
Analysing Scientific Publications using AI-based Large Language Models (LLMs) (
Finished
)
Integration of a Moodle Chatbot into Online Courses Utilizing State-of-the-Art NLP Techniques (
Finished
)
Enhancing Chatbot Performance through Process Mining (
Finished
)
European Parliaments On Twitter during the Ukraine War: Analyzing Parliamential Influentials and Communities over Time (
Finished
)
Utilizing Chatbots to Gamify Learning Activities and Their Effect on Motivation (
Finished
)
Enhancing the Community Application Editor with Automated Tests & DevOpsUse Bots (
Finished
)
How’s your experience? A blockchain-based framework for cookie sharing enabling adversarial diversity (
Finished
)
A Unified Bot Modeling Language (
Finished
)
Building a MediaBase for Future Computer Science Research (
Finished
)
GDPR-compliant Privacy Management in Learning Analytics (
Finished
)
Integrating the Interaction Flow Modeling Language Into The Community Application Editor (
Finished
)
Utilize Chat Interfaces for Social Bot Creation (
Finished
)
Gamification of Habit Forming in Distance Education (
Finished
)
Affective Learning Recommendation Bot (
Finished
)
A Social Bot Success Model (
Finished
)
A Recommender System for Decentralized Question-Based Dialog (
Finished
)
Utilize Mentoring Bots in Learning Management Systems (
Finished
)
Web-based Cluster Deployment for a Large-Scale Distributed Infrastructure (
Finished
)
Citation Recommendation Bot (
Finished
)
Text Mining Techniques for Student Assessments (
Finished
)
Chat Assessments with Social Bots (
Finished
)
Versioning and Access Management in Web-Based Collaborative Model-Driven Web Engineering (
Finished
)
Blockchain-based Verification of Learning Analytics Data (
Finished
)
Secure and User-friendly Authentication for a Decentralized Service Platform (
Finished
)
A Multimodal Mentoring Cockpit for Tutor Support (
Finished
)
Chat Interfaces for Social Bots in a Peer-to-Peer Environment (
Finished
)
Integrating End Users Into Service Success Evaluation Processes (
Finished
)
Transformation of Knowledge Graph Elements into Real-World Objects (
Finished
)
Supporting Distributed Analytics Workflows with Monitoring and Transaction Bots (
Finished
)
Conduct Surveys With the Help of Chatbots (
Finished
)
Chatbot-assisted Community Analysis (
Finished
)
Automated Feedback for Writing Literature Reviews (Cancelled)

Publications:

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Dr. Alexander Neumann

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