Dirk Neumann

About Dirk Neumann

Dirk Neumann, With an exceptional h-index of 49 and a recent h-index of 33 (since 2020), a distinguished researcher at Albert-Ludwigs-Universität Freiburg, specializes in the field of Information Systems, Business Analytics, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Designing electricity distribution networks: The impact of demand coincidence

Which linguistic cues make people fall for fake news? A comparison of cognitive and affective processing

Exploring the potential of non-residential solar to tackle energy injustice

Utilizing the omnipresent: Incorporating digital documents into predictive process monitoring using deep neural networks

3D Analytics: Opportunities and Guidelines for Information Systems Research

Affective information processing of fake news: Evidence from NeuroIS

Deep reinforcement learning with combinatorial actions spaces: An application to prescriptive maintenance

When machines trade on corporate disclosures: Using text analytics for investment strategies

Dirk Neumann Information

University

Position

___

Citations(all)

8325

Citations(since 2020)

3959

Cited By

6058

hIndex(all)

49

hIndex(since 2020)

33

i10Index(all)

164

i10Index(since 2020)

87

Email

University Profile Page

Google Scholar

Dirk Neumann Skills & Research Interests

Information Systems

Business Analytics

Machine Learning

Top articles of Dirk Neumann

Designing electricity distribution networks: The impact of demand coincidence

European Journal of Operational Research

2024/5/16

Which linguistic cues make people fall for fake news? A comparison of cognitive and affective processing

arXiv preprint arXiv:2312.03751

2023/12/2

Exploring the potential of non-residential solar to tackle energy injustice

Nature Energy

2024/3/28

Utilizing the omnipresent: Incorporating digital documents into predictive process monitoring using deep neural networks

Decision Support Systems

2023/12/1

Bernhard Lutz
Bernhard Lutz

H-Index: 4

Dirk Neumann
Dirk Neumann

H-Index: 31

3D Analytics: Opportunities and Guidelines for Information Systems Research

arXiv preprint arXiv:2308.08560

2023/8/14

Affective information processing of fake news: Evidence from NeuroIS

European Journal of Information Systems

2023/6/21

Deep reinforcement learning with combinatorial actions spaces: An application to prescriptive maintenance

Computers & Industrial Engineering

2023/5/1

When machines trade on corporate disclosures: Using text analytics for investment strategies

Decision Support Systems

2023/2/1

Bernhard Lutz
Bernhard Lutz

H-Index: 4

Dirk Neumann
Dirk Neumann

H-Index: 31

Derivatives of feed-forward neural networks and their application in real-time market risk management

OR Spectrum

2022/9

Dirk Neumann
Dirk Neumann

H-Index: 31

Prescriptive analytics in urban policing operations

Manufacturing & Service Operations Management

2022

Tobias Brandt
Tobias Brandt

H-Index: 16

Dirk Neumann
Dirk Neumann

H-Index: 31

Business analytics for social goods

2022/7

Combining analytics and simulation methods to assess the impact of shared, autonomous electric vehicles on sustainable urban mobility

Information & Management

2022/7/1

Tobias Brandt
Tobias Brandt

H-Index: 16

Dirk Neumann
Dirk Neumann

H-Index: 31

Information Overload and Argumentation Changes in Product Reviews: Evidence from NeuroIS

2022/6/14

Bernhard Lutz
Bernhard Lutz

H-Index: 4

Dirk Neumann
Dirk Neumann

H-Index: 31

Permutation flow shop scheduling with multiple lines and demand plans using reinforcement learning

European Journal of Operational Research

2022/5/16

Bernhard Lutz
Bernhard Lutz

H-Index: 4

Dirk Neumann
Dirk Neumann

H-Index: 31

Are longer reviews always more helpful? Disentangling the interplay between review length and line of argumentation

Journal of Business Research

2022

3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D

Applied Energy

2022/3/15

Stochastic mixed model sequencing with multiple stations using reinforcement learning and probability quantiles

Or Spectrum

2022/3

Bernhard Lutz
Bernhard Lutz

H-Index: 4

Dirk Neumann
Dirk Neumann

H-Index: 31

Information Overload in Processing Consumer Reviews: The Role of Argumentation Changes

2022

Bernhard Lutz
Bernhard Lutz

H-Index: 4

Dirk Neumann
Dirk Neumann

H-Index: 31

Setting the right tone: The role of language sentiment in e-negotiations

Collective decisions: Theory, algorithms and decision support systems

2022

Prescriptive analytics in public-sector decision-making: A framework and insights from charging infrastructure planning

European journal of operational research

2021/5/16

See List of Professors in Dirk Neumann University(Albert-Ludwigs-Universität Freiburg)