Geschwister-Scholl-Platz 1
Munich, 80539
Germany
http://www.ai.bwl.lmu.de
LMU Munich
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Generative AI; Artificial intelligence; Decision support; Content creation; Information systems
ESG disclosure, Sustainability reporting, Large language models, Retrieval-augmented generation, Machine learning, CSRD, ESRS, ESG performance, Information extraction, Corporate transparency
Machine learning, large language models, innovation networks, climate technologies, industrial policy, LinkedIn
initial public offering, filings, information processing, sentiment analysis, text mining
Fake news, Social media, Affective information processing, Electrocardiography, Eye tracking, NeuroIS
hidden Markov model; customer ratings; business failure; service management
Information processing, economics of IS, decision analysis, country-level analysis, behavioral science, econometric analyses, cognitive bias, text mining
artificial intelligence, machine learning
Information processing, human information processing, natural language processing, behavioral science, text mining, IS research
manufacturing, quality management, artificial intelligence, SHAP value method
Editorial Decisions, Content Promotion, Digital News, Contextual Bandits, Causal Machine Learning, Off-Policy Evaluation
Large Language Models (LLMs), Generative AI, Organizational Values, Online Experiment
Kalman filter, State-space model, News sentiment, Noise trader theory, Crude oil
Electricity, Price Modeling, Renewable Energies, External Drivers, Weather Influence, Time Series Analysis, Autoregressive Model
Predictive Analytics\Sep Decision Support; Exogenous Predictors; Feature Selection; Electricity Prices; Weather Data
exchange rate, overshooting model, news sentiment, multivariate analysis
A Human-Centered Approach to Designing Large Language Models in Medicine
Large Language Models, Human-Centric Design, Medicine
Electricity prices, forecasting, time series, machine learning, sensitivity analysis, machine learning
Demand Response; Load Shifting; Economic Potential
Electricity Market; 15-Min Trading: Market Design; Contract Duration; Bayesian Structural Time Series; Policy Implications
advanced analytics, data envelopment analysis, decision model, manufacturing
unstructured data, information processing, decision-making, natural language processing, reinforcement learning, negations
Green IT/IS, Business Value of IS/Value of IS, Demand-Side, Information Systems, Decision Making/Makers
Business Analytics, data preprocessing, Resale value forecasting, Vehicle equipment, Automotive industry
Demand Response, Load shifting, Economic potential, Policy implications, Optimization
Development aid, HIV/AIDS, Sustainable Development Goals, Data analytics
Demand Response\Sep Load Shifting; Smart Meters; Electricity Markets; Information Granularity; Business Models
Solar Energy, Green Technology, Sustainability, Adoption, Framing
Retirement Saving, Nudging, Message Framing, Causal Machine Learning, CATE, Field Experiment
Energy; Electricity generation and transmission planning; Neighborhood heuristics; Metaheuristics; Variable neighborhood search; Real-world application
Business Analytics, Machine Learning, Fairness, Algorithmic Fairness
