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Dr. Gunther Gust

 

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Room: 03-016
Phone: +49 761 203-2395
E-Mail: gunther.dumdummymygust@is.uni-dudummymmyfreiburg.de
Office Hours
On appointment
 
Vita
Since 06/2019

Academic Council at the Chair for Information Systems Research, University of Freiburg

08/2018

Doctorate "Dr. Rer. Pol" (summa cum laude)
Dissertation "Analytical Information System for the Planning and Operation of Decentralized Electricity Networks"

Since 09/2017 Head of Research Group "Smart Cities and Industries"
08/2017 - 09/2017

Geospin GmbH, Freiburg working as Data Scientist

01/2015 - 05/2019

Research Assistant
University of Freiburg, Germany, Chair for Information System Research
Assisting wirh research projects and teaching

06/2016 - 11/2016

Visiting Scholar Lawrence Berkeley National Laboratory, Berkeley, USA

04/2012 - 09/2014

Master's Degree in Industrial Engineering and Management Karlsruhe Institute of Technology (KIT), Germany
Graduation with honors

11/2013 - 06/2014

Master Thesis „Analyse von Niederspannungsnetzen und Entwicklung von Referenznetzen“, BKW Energie AG, Bern;
supervised at the Institute for Information Management and Marketing (IISM), KIT

10/2007 - 03/2011

Bachelor's Degree in Industrial Engeneering and Management Karlsruhe Institute of Technology (KIT), Germany
Graduation with honors

08/2009 - 05/2010 Exchange Program ITESM, Monterrey (Mexiko)
 
Awards
12/2021

Award of the student body for excellent teaching in the seminars: Business Analytics using R and Python as well as Spatial and Urban Analytics Using R and Python

10/2015 - 08/2018

Full Doctoral Scholarship German National Academic Foundation

08/2015 - 08/2018

Full Doctoral Scholarship Heinrich-Böll-Foundation

02/2008 - 09/2014

Student Scholarship German National Academic Foundation

05/2012

Award for Outstanding Bachelor's Degree
Jubiläumsstaatsstiftung des Landes Baden-Württemberg (Faculty of Economics, KIT)

 
Teaching
WT 2020/21

Management of Information Systems (Lecture and Exercise Session)

Seminars in Business Analytics:

  • Data Mining & Business Intelligence with R and Python
  • Geospatial Analytics with R and Python
  • Introduction to Data Mining with R and Python (Bachelor)
 
 
   

Scientific publications



Journal Articles

Years: 2024 | 2023 | 2022 | 2021 | 2017
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    2024

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    2023

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    2022

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    2021

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    2017

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    Talks

    Years: 2020 | 2019 | 2018 | 2017 | 2016
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      2020

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      • Rosenfelder M, Gust G, Neumann D
        Improving Urban Analytics Using 3D Geometries and Graph Convolutional Neural Networks: Evidence from Real Estate Valuation
        2020 Winter Conference on Business Analytics, Snowbird, USA
      • Russ M, Gust G
        The Value of Reliable Route Planning in Urban Intermodal Transport
        2020 Winter Conference on Business Analytics, Snowbird, USA

      2019

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      • Arlt M, Gust G, Neumann D
        Optimal Critical Peak Pricing (CPP) Program Design in Constrained Electricity Systems Using Time-Dependent Demand Response Functions and Reinforcement Learning
        2019 Policy, Awareness, Sustainability and Systems (PASS) Workshop, Cologne, Germany
      • Gust G, Brandt T, Koppius O, Feuerriegel S, Rosenfelder M, Kaulich A, Neumann D
        Leveraging the Third Dimension: Opportunities and Guidelines for 3D Analytics
        2019 Winter Conference on Business Analytics (WCBA 2019), Snowbird, Utah, March 07-09, 2019
      • Arlt M-L, Gust G, Neumann D
        Optimal Critical Peak Pricing (CPP) Program Design in Constrained Electricity Systems Using Time-Dependent Demand Response Functions and Reinforcement Learning
        2019 Winter Conference on Business Analytics (WCBA 2019), Snowbird, Utah, March 07-09, 2019
      • Arlt M, Gust G, Neumann D
        Price-Based Demand Response Program Design for Constrained Local Electricity Systems
        2019 Workshop on Information Technologies and Systems, Munich, Germany

      2018

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      • Arlt M-L, Gust G, Neumann D
        Impact of Timely Information on Demand Response and Efficient Electricity Grid Operation
        2018 36th USAEE/IAEE North American Conference, Washington D.C., USA, 23.-26.09.2018 (Poster)
      • Arlt M-L, Gust G, Neumann D
        Impact of Timely Information on Demand Response and Efficient Electricity Grid Operation
        2018 Production and Operations Management Society (POMS 2018), Houston, USA, 04.-07.05.2018

      2017

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      • Gust G, Kaulich A, Killinger S, Feuerriegel S, Brandt T, Neumann D
        A Recommender System to Promote Photovoltaic Systems Based on 3D Building Data
        2017 Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2017), Ho Chi Minh City, Vietnam, June 26--28, 2017
      • Gust G, Kaulich A,, Killinger S, Feuerriegel S, Brandt T, Neumann D
        A Recommender System to Promote Photovoltaic Systems Based on 3D Building Data
        2017 Singapore Management University (SMU), Singapore, July 3, 2017

      2016

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      • Willing C, Gust G, Brandt T, Wagner S, Neumann D
        Business Intelligence for Location-Based Services - Enabling User-Based Relocation of Carsharing Vehicles
        2016 Winter Conference on Business Intelligence (WCBI 2016), Snowbird, Utah, March 03-05, 2016
      • Gust G, Flath C, Ströhle P, Brandt T, Neumann D
        Soft Analytics: The Art of Practicing Big Data
        2016 Winter Conference on Business Intelligence (WCBI 2016), Snowbird, Utah, March 03-05, 2016
      • Gust G, Kaulich A, Brandt T, Killinger S, Neumann D
        Analyzing the Adoption of Residential PV Units Using Data on Solar Irradiance and the Built Environment
        2016 Erasmus Energy Forum, Rotterdam, May 18, 2016.

      Conference papers

      Years: 2020 | 2019 | 2018 | 2017 | 2016 | 2015
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        2020

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        2019

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        • Albrecht S, Gust G, Strüker J, Neumann D
          Competence, Fashion and the Case of Blockchain
          2019 Proceedings of the 14. Internationale Tagung Wirtschaftsinformatik, Siegen, Germany
        • Rosenfelder M, Gust G, Neumann D
          Decision Support for Real Estate Investors: Improving Real Estate Valuation with 3D City Models and Points of Interest
          2019 Proceedings of the 14. Internationale Tagung Wirtschaftsinformatik, Siegen, Germany
        • Albrecht S, Gust G, Strüker J, Neumann D
          Managers’ IT Competence in Turbulent Market Environments
          2019 Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm, Sweden (Conditionally Accepted)
        • Ruß M, Gust G, Neumann D
          Robust Route Planning in Intermodal Urban Traffic
          2019 Proceedings of the 14. Internationale Tagung Wirtschaftsinformatik, Siegen, Germany

        2018

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        • Dimitrov I, Gust G, Brandt T, Biener W, Neumann D
          Multi-Period Planning of Distribution Grid Reinforcements Under Uncertainty about Future Penetration of Photovoltaic Systems
          2018 IEEE International Energy Conference (ENERGYCON), Limassol, Cyprus, 03-07 Jun, 2018

        2017

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        • Schlüter A, Gust G, Feuerriegel S, Neumann D
          Minimization Of Investment Costs For Designing Electricity Distribution Networks
          2017 INFORMS Annual Meeting – Houston, Texas October 22-25

        2016

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        • Willing C, Gust G, Brandt T, Schmidt S, Neumann D
          Enhancing Municipal Analytics Capabilities to Enable Sustainable Urban Transportation
          2016 24th European Conference on Information Systems (ECIS 2016), Istanbul, Turkey, June 12-15, 2016
        • Gust G, Biener, W, Brandt, T, Dallmer-Zerbe, K, Neumann, D, Wille-Haussmann, B
          Decision Support for Distribution Grid Planning
          2016 2016 IEEE International Energy Conference (ENERGYCON), Leuwen, Belgium, 04-08 April, 2016
        • Gust G, Flath C M, Brandt T, Ströhle P, Neumann D
          Bringing Analytics into Practice: Evidence from the Power Sector
          2016 ICIS 2016 Proceedings, Dublin, Ireland, 2016
        • Biener W, Gust G, Killinger S
          Evaluation of Methods for Estimating Distribution Grid Stress Due to Future Installations of Photovoltaic Units
          2016 IEEE 43rd Photovoltaic Specialists Conference (PVSC), Portland, Oregon, June 5-10, 2016

        2015

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        • Biener W, Dallmer-Zerbe K, Krug B, Gust G, Wille-Haussmann B
          Optimal grid expansion – Comparison between Smart Grid and conventional grid reinforcement
          2015 ETG-Fachbericht-Internationaler ETG-Kongress 2015

        Other publications

        Years: 2014
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          2014

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          • Gust G
            Analyse von Niederspannungsnetzen und Entwicklung von Referenznetzen (Masterarbeit)
            Institut für Informationswirtschaft und Marketing (IISM), Karlsruher Institut für Technologie (KIT), 2014
          Credits: SILK Icons by http://www.famfamfam.com/lab/icons/silk/