Gerhard Schubert

Dr. Gerhard Schubert

orcid

Research Focus & Metrics

Academic Career Length

15Years (2012-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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18 March 2024 in Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Verified
Journal Article
Open access
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JDJonathan Dortheimer
Jonathan Dortheimer
NMNikolas Martelaro
Nikolas Martelaro
ASAaron Sprecher
Aaron Sprecher
Gerhard SchubertGerhard Schubert
Gerhard Schubert
Recent advances in machine learning have enabled computers to converse with humans meaningfully. In this study, we propose using this technology to facilitate design conversations in large-scale urban development projects by creating chatbot systems that can automate and streamline information exchange between stakeholders and designers. To this end, we developed and evaluated a proof-of-concept chatbot system that can perform design conversations on a specific construction project and convert those conversations into a list of requirements. Next, in an experiment with 56 participants, we compared the chatbot system to a regular online survey, focusing on user satisfaction and the quality and quantity of collected information. The results revealed that, with regard to user satisfaction, the participants preferred the chatbot experience to a regular survey. However, we found that chatbot conversations produced more data than the survey, with a similar rate of novel ideas but fewer themes. Our findings provide robust evidence that chatbots can be effectively used for design discussions in large-scale design projects and offer a user-friendly experience that can help to engage people in the design process. Based on this evidence, by providing a space for meaningful conversations between stakeholders and expanding the reach of design projects, the use of chatbot systems in interactive design systems can potentially improve design processes and their outcomes.


31 July 2023 in Buildings
Verified
Journal Article
Open access
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Gerhard SchubertGerhard Schubert
Gerhard Schubert
IBIvan Bratoev
Ivan Bratoev
Frank PetzoldFrank Petzold
Frank Petzold
The benefits of design decision support systems (DDSSs) in the architectural planning context have been proven in research and are increasingly used in practice. The sense and purpose are apparent. The weighing of the most diverse ideas and approaches are required for design problems that cannot be solved unambiguously and are characterized by complex, open issues of architectural design tasks, coupled with contradictory criteria. DDSSs support planners/decision-makers with objective information to support the decision-making process with well-founded data and statements. This is becoming increasingly necessary, especially given increasingly complex construction tasks, and thus the difficult-to-predict effects of decisions. Taking this maxim into account, however, also reveals challenges in the planning context, as well as the immense potential and fields of application. Building on these issues, this article presents a perspective for DDSSs. The paper discusses the current focus and advancements of such systems, highlighting the challenges such tools still face, and provides a vision of the perspective future of these systems from reactive systems to proactive assistance.

11 November 2014
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Conference Paper
Open access
PDF file
TGTibor Goldschwendt
Tibor Goldschwendt
CAChristoph Anthes
Christoph Anthes
Gerhard SchubertGerhard Schubert
Gerhard Schubert
DKDieter Kranzlmüller
Dieter Kranzlmüller
FPFrank Petzold
Frank Petzold

1 January 2012 in Precision Engineering
Verified
Journal Article
Closed access
NHNils Heidler
Nils Heidler
CSChristoph Schenk
Christoph Schenk
GHGerd Harnisch
Gerd Harnisch
SRStefan Risse
Stefan Risse
Gerhard SchubertGerhard Schubert
Gerhard Schubert
ATAndreas Tünnermann
Andreas Tünnermann

1 September 2014
Verified
Conference Paper
Closed access
DSDavid Schattel
David Schattel
MTMarcus Tönnis
Marcus Tönnis
GKGudrun Klinker
Gudrun Klinker
Gerhard SchubertGerhard Schubert
Gerhard Schubert
FPFrank Petzold
Frank Petzold
The early design phase for a new building is a crucial stage in the design process of architects. It has to be ensured that the building fits into the future environment. The Collaborative Design Platform targets this issue by integrating modern digital means with well known traditional concepts. Well-used styrofoam blocks are still cut by hand but are now tracked, placed and visualized in 3D by use of a tabletop platform and a TV screen showing an arbitrary view of the scenery. With this demonstration, we get one step further and provide an interactive visualization at the proposed building site, further enhancing collaboration between different audiences. Mobile phones and tablet devices are used to visualize marker-less registered virtual building structures and immediately show changes made to the models in the Collaborative Design laboratory. This way, architects can get a direct impression about how a building will integrate within the environment and residents can get an early impression about future plans.