Bernhard Lutz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Reinforcement Learning

Sentiment Analysis

Consumer Reviews

Top Venues

Decis. Support Syst.

Expert Syst. Appl.

Publications

Torsten Mörstedt, Bernhard Lutz, Dirk Neumann
Cross validation based transfer learning for cross-sectional non-linear shrinkage: A data-driven approach in portfolio optimization. Eur. J. Oper. Res. 318 (2) (2024)
Bernhard Lutz, Marc T. P. Adam, Stefan Feuerriegel, Nicolas Pröllochs, Dirk Neumann
Which Linguistic Cues Make People Fall for Fake News? A Comparison of Cognitive and Affective Processing. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Katharina Baur, Markus Rosenfelder, Bernhard Lutz
Automated real estate valuation with machine learning models using property descriptions. Expert Syst. Appl. 213 (Part) (2023)
Sergej Levich, Bernhard Lutz, Dirk Neumann
Utilizing the omnipresent: Incorporating digital documents into predictive process monitoring using deep neural networks. Decis. Support Syst. 175 (2023)
Bernhard Lutz, Marc T. P. Adam, Stefan Feuerriegel, Nicolas Pröllochs, Dirk Neumann
Which linguistic cues make people fall for fake news? A comparison of cognitive and affective processing. CoRR (2023)
Hans-Christian Schmitz, Bernhard Lutz, Dominik Wolff, Dirk Neumann
When machines trade on corporate disclosures: Using text analytics for investment strategies. Decis. Support Syst. 165 (2023)
Florian Popp, Bernhard Lutz, Dirk Neumann
Information Overload in Processing Consumer Reviews: The Role of Argumentation Changes. Wirtschaftsinformatik (2022)
Janis Brammer, Bernhard Lutz, Dirk Neumann
Stochastic mixed model sequencing with multiple stations using reinforcement learning and probability quantiles. OR Spectr. 44 (1) (2022)
Janis Brammer, Bernhard Lutz, Dirk Neumann
Permutation flow shop scheduling with multiple lines and demand plans using reinforcement learning. Eur. J. Oper. Res. 299 (1) (2022)
Janis Brammer, Bernhard Lutz, Dirk Neumann
Solving the mixed model sequencing problem with reinforcement learning and metaheuristics. Comput. Ind. Eng. 162 (2021)
Nicolas Pröllochs, Stefan Feuerriegel, Bernhard Lutz, Dirk Neumann
Negation scope detection for sentiment analysis: A reinforcement learning framework for replicating human interpretations. Inf. Sci. 536 (2020)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
Predicting sentence-level polarity labels of financial news using abnormal stock returns. Expert Syst. Appl. 148 (2020)
Simon Albrecht, Bernhard Lutz, Dirk Neumann
The behavior of blockchain ventures on Twitter as a determinant for funding success. Electron. Mark. 30 (2) (2020)
Simon Albrecht, Bernhard Lutz, Dirk Neumann
How Sentiment Impacts the Success of Blockchain Startups - An Analysis of Social Media Data and Initial Coin Offerings. HICSS (2019)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning. HICSS (2019)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews. CoRR (2019)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews. ICIS (2019)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning. CoRR (2019)
Raymond Chiong, Zongwen Fan, Zhongyi Hu, Marc T. P. Adam, Bernhard Lutz, Dirk Neumann
A sentiment analysis-based machine learning approach for financial market prediction via news disclosures. GECCO (Companion) (2018)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective. CoRR (2018)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective. ICIS (2018)
Bernhard Lutz, Nicolas Pröllochs, Dirk Neumann
Understanding the Role of Social Media in the Assessment of Retailer-Hosted Consumer Reviews. ACIS (2017)
Peter M. Fischer, Io Taxidou, Bernhard Lutz, Michael Huber
Distributed streaming reconstruction of information diffusion: poster. DEBS (2016)