Sascha Kaltenpoth

Wirtschaftsinformatik, insb. Data Analytics

Member - Research Associate

AI-assistance system development in the AProSys-Project

E-Mail:
sascha.kaltenpoth@uni-paderborn.de
Phone:
+49 5251 60-5105
Office Address:
Zukunftsmeile 2
33102 Paderborn
Room:
ZM2.A.02.25
Office hours:

By appointment

Research

Research Interests

Machine and deep learning for:

  • Natural Language Processing (NLP)
  • Computer Vision
  • Time-Series Analysis and Forecasting

Latest Projects

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Publications

Selected Publications

Knowledge Management for Service and Maintenance on the Distribution Grid—Conceptualizing an Assistance System based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung im Verteilnetz?– Konzeption eines Assistenzsystems basierend auf einem Large Language Model

P. zur Heiden, S.B. Kaltenpoth, HMD Praxis der Wirtschaftsinformatik (2024).

DOI

Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts

R. Gitzel, M. Hoffmann, P. zur Heiden, A.M. Skolik, S.B. Kaltenpoth, O. Müller, C. Kanak, K. Kandiah, M.-F. Stroh, W. Boos, M. Zajadatz, M. Suriyah, T. Leibfried, D.S. Singhal, M. Bürger, D. Hunting, A. Rehmer, A. Boyaci, IEEE Access (2024) 1–1.

DOI

Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment

S.B. Kaltenpoth, O. Müller, in: Wirtschaftsinformatik 2024 Proceedings, 2024.


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