Ingo Weber
151 papers 2.1K citations h-index 18 2005–2026
LLMs for Science: Usage for Code Generation and Data Analysis
Large language models (LLMs) have been touted to enable increased productivity in many areas of today's work life. Scientific research as an area of work is no exception: the potential of...
Large Process Models: A Vision for Business Process Management in the Age of Generative AI
The continued success of Large Language Models (LLMs) and other generative artificial intelligence approaches highlights the advantages that large information corpora can have over rigidly defined...
SOPA: A Framework for Sustainability-Oriented Process Analysis and Re-design in Business Process Management
Given the continuous global degradation of the Earth's ecosystem due to unsustainable human activity, it is increasingly important for enterprises to evaluate the effects they have on the...
AI-Augmented Business Process Management Systems: A Research Manifesto
AI-Augmented Business Process Management Systems (ABPMSs) are an emerging class of process-aware information systems, empowered by trustworthy AI technology. An ABPMS enhances the execution of...
FhGenie: A Custom, Confidentiality-preserving Chat AI for Corporate and Scientific Use
Since OpenAI's release of ChatGPT, generative AI has received significant attention across various domains. These AI-based chat systems have the potential to enhance the productivity of knowledge...
Cost-efficient Auto-scaling of Container-based Elastic Processes
In business process landscapes, a common challenge is to provide the necessary computational resources to enact the single process steps. One well-known approach to solve this issue in a...
MARTSIA: A Tool for Confidential Data Exchange via Public Blockchain
Blockchain technology streamlines multi-party collaborations in decentralized settings, especially when trust is limited or difficult to establish. While public blockchains enhance transparency...
Blockchain for Business Process Enactment: A Taxonomy and Systematic Literature Review
Blockchain has been proposed to facilitate the enactment of interorganisational business processes. For such processes, blockchain can guarantee the enforcement of rules and the integrity of...
On LLM-Assisted Generation of Smart Contracts from Business Processes
Large language models (LLMs) have changed the reality of how software is produced. Within the wider software engineering community, among many other purposes, they are explored for code generation...
MARTSIA: Enabling Data Confidentiality for Blockchain-based Process Execution
Multi-party business processes rely on the collaboration of various players in a decentralized setting. Blockchain technology can facilitate the automation of these processes, even in cases where...
Fine-grained Data Access Control for Collaborative Process Execution on Blockchain
Multi-party business processes are based on the cooperation of different actors in a distributed setting. Blockchains can provide support for the automation of such processes, even in conditions...
Foundational Oracle Patterns: Connecting Blockchain to the Off-chain World
Blockchain has evolved into a platform for decentralized applications, with beneficial properties like high integrity, transparency, and resilience against censorship and tampering. However,...
Process Channels: A New Layer for Process Enactment Based on Blockchain State Channels
For the enactment of inter-organizational business processes, blockchain can guarantee the enforcement of process models and the integrity of execution traces. However, existing solutions come...
Integrated Model-Driven Engineering of Blockchain Applications for Business Processes and Asset Management
Blockchain has attracted broad interests to build decentralised applications. Blockchain has attracted broad interests to build decentralised applications. However, developing such applications...
uBaaS: A Unified Blockchain as a Service Platform
Blockchain is an innovative distributed ledger technology which has attracted a wide range of interests for building the next generation of applications to address lack-of-trust issues in...
Reinforcement Learning-supported AB Testing of Business Process Improvements: An Industry Perspective
In order to better facilitate the need for continuous business process improvement, the application of DevOps principles has been proposed. In particular, the AB-BPM methodology applies AB testing...
Blockchains for Business Process Management - Challenges and Opportunities
Blockchain technology promises a sizable potential for executing inter-organizational business processes without requiring a central party serving as a single point of trust (and failure). This...
Interpreted Execution of Business Process Models on Blockchain
Blockchain technology provides a tamper-proof mechanism to execute inter-organizational business processes involving mutually untrusted parties. Existing approaches to blockchain-based process...