Dr. -Ing. Matthias Kraus

Research Associate
Chair for Human-Centered Artificial Intelligence
Phone: +49 821 598 - 2335
Email:
Room: 2040 (N)
Address: Universitätsstraße 6a, 86159 Augsburg

Links

Networking

Forschungsschwerpunkte

  • Conversational AI
  • Proactive Conversation
  • Spoken Dialogue Systems
  • User Modelling
  • Multimodal Interfaces
  • Human-Computer Trust

Lehre

Vorlesungsverzeichnis

(applied filters: semester: current | lecturers: Matthias Kraus | course types: all)
name semester type
Conversational Artificial Intelligence winter semester 2024/25 Vorlesung
Übung zu Conversational Artificial Intelligence winter semester 2024/25 Übung

Offene Themen für Abschlussarbeiten und Projektmodule

Themen für eine Bachelorarbeit, Masterarbeit oder ein Projektmodul erhalten Sie bei mir auf Anfrage und richten sich nach aktuellen Forschungsprojekten in der Mensch-Computer und der Mensch-Roboter Interaktion. Außerdem kann der inhaltliche Schwerpunkt selbstverständlich auf die Interessen der durchführenden Studierenden ausgerichtet werden. Darüber hinaus freue ich mich jederzeit über eigene Themenvorschläge, sofern sie eine gewisse Überschneidung mit meinem Forschungsschwerpunkt aufweisen.

 

 

Publikationsverzeichnis

2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015

2024

Stina Klein, Jenny Huch, Nadine Reißner, Pamina Zwolsky, Katharina Weitz, Matthias Kraus and Elisabeth André. 2024. Creating a framework for a user-friendly cobot failure management in human-robot collaboration. DOI: 10.1145/3610978.3640591
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2023

Matthias Kraus, Diana Betancourt and Wolfgang Minker. 2023. Does it affect you? Social and learning implications of using cognitive-affective state recognition for proactive human-robot tutoring. DOI: 10.1109/RO-MAN57019.2023.10309574
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Matthias Kraus, Nicolas Wagner, Ron Riekenbrauck and Wolfgang Minker. 2023. Improving proactive dialog agents using socially-aware reinforcement learning. DOI: 10.1145/3565472.3595611
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2022

Nicolas Wagner, Matthias Kraus, Tibor Tonn and Wolfgang Minker. 2022. Comparing moderation strategies in group chats with multi-user chatbots. DOI: 10.1145/3543829.3544527
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Martin Porcheron, Minha Lee, Birthe Nesset, Frode Guribye, Margot van der Goot, Roger K. Moore, Ricardo Usbeck, Ana Paiva, Catherine Pelachaud, Elayne Ruane, Björn Schuller, Guy Laban, Dimosthenis Kontogiorgos, Matthias Kraus and Asbjørn Følstad. 2022. Definition, conceptualisation and measurement of trust. DOI: 10.4230/DagRep.11.8.76
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Minha Lee, Jaisie Sin, Guy Laban, Matthias Kraus, Leigh Clark, Martin Porcheron, Benjamin R. Cowan, Asbjørn Følstad, Cosmin Munteanu and Heloisa Candello. 2022. Ethics of conversational user interfaces. DOI: 10.1145/3491101.3503699
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Matthias Kraus, Nicolas Wagner, Nico Untereiner and Wolfgang Minker. 2022. Including social expectations for trustworthy proactive human-robot dialogue. DOI: 10.1145/3503252.3531294
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Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Ankita Agrawal, Artur Schmidt, Pranav Krishna Prasad and Wolfgang Ertel. 2022. KURT: a household assistance robot capable of proactive dialogue. DOI: 10.1109/hri53351.2022.9889357
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Matthias Kraus, Nicolas Wagner and Wolfgang Minker. 2022. ProDial – an annotated proactive dialogue act corpus for conversational assistants using crowdsourcing.
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Matthias Kraus, Viktoria Dettenhofer and Wolfgang Minker. 2022. Responsible interactive personalisation for human-robot cooperation. DOI: 10.1145/3511047.3536419
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Matthias Kraus. 2022. User-centred proactive dialogue modelling for trustworthy conversational assistants.
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2021

Matthias Kraus, Bernd Ludwig, Wolfgang Minker and Nicolas Wagner. 2021. Assistenzsysteme. DOI: 10.1515/9783110659948-020
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Antonio Benítez-Guijarro, Raymond Bond, Frederick Booth, Zoraida Callejas, Edel Ennis, Anna Esposito, Matthias Kraus, Gavin McConvey, Michael McTear, Maurice Mulvenna, Courtney Potts, Louisa Pragst, Robin Turkington, Nicolas Wagner and Huiru Zheng. 2021. Co-creating requirements and assessing end-user acceptability of a voice-based chatbot to support mental health: a thematic analysis of a living lab workshop. DOI: 10.1007/978-981-15-8395-7_15
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Pascal Bercher, Gregor Behnke, Matthias Kraus, Marvin Schiller, Dietrich Manstetten, Michael Dambier, Michael Dorna, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2021. Do it yourself, but not alone: Companion-Technology for home improvement — bringing a planning-based interactive DIY assistant to life. DOI: 10.1007/s13218-021-00721-x
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Nicolas Wagner, Matthias Kraus, Niklas Rach and Wolfgang Minker. 2021. How to address humans: system barge-in in multi-user HRI. DOI: 10.1007/978-981-15-9323-9_13
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Matthias Kraus, Nicolas Wagner and Wolfgang Minker. 2021. Modelling and predicting trust for developing proactive dialogue strategies in mixed-initiative interaction. DOI: 10.1145/3462244.3479906
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Franziska Babel, Johannes Kraus, Linda Miller, Matthias Kraus, Nicolas Wagner, Wolfgang Minker and Martin Baumann. 2021. Small talk with a robot? The impact of dialog content, talk initiative, and gaze behavior of a social robot on trust, acceptance, and proximity. DOI: 10.1007/s12369-020-00730-0
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Matthias Kraus, Nicolas Wagner, Zoraida Callejas and Wolfgang Minker. 2021. The role of trust in proactive conversational assistants. DOI: 10.1109/access.2021.3103893
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Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, María Inés Torres, Raquel Justo, Anna Esposito, Gennaro Cordasco, Raymond Bond, Maurice Mulvenna, Edel Ennis, Siobhan O'Neill, Huiru Zheng, Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Gavin McConvey, Matthias Hemmje, Michael Fuchs, Neil Glackin and Gérard Chollet. 2021. Towards conversational technology to promote, monitor and protect mental health. DOI: 10.21437/iberspeech.2021-32
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Matthias Kraus, Philip Seldschopf and Wolfgang Minker. 2021. Towards the development of a trustworthy chatbot for mental health applications. DOI: 10.1007/978-3-030-67835-7_30
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2020

Matthias Kraus, Marvin Schiller, Gregor Behnke, Pascal Bercher, Michael Dorna, Michael Dambier, Birte Glimm, Susanne Biundo and Wolfgang Minker. 2020. "Was that successful?" On integrating proactive meta-dialogue in a DIY-assistant using multimodal cues. DOI: 10.1145/3382507.3418818
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Matthias Kraus, Fabian Fischbach, Pascal Jansen and Wolfgang Minker. 2020. A comparison of explicit and implicit proactive dialogue strategies for conversational recommendation.
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Matthias Kraus, Nicolas Wagner and Wolfgang Minker. 2020. Effects of proactive dialogue strategies on human-computer trust. DOI: 10.1145/3340631.3394840
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Gregor Behnke, Pascal Bercher, Matthias Kraus, Marvin Schiller, Kristof Mickeleit, Timo Häge, Michael Dorna, Michael Dambier, Dietrich Manstetten, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2020. New developments for Robert – assisting novice users even better in DIY projects. DOI: 10.1609/icaps.v30i1.6679
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2019

Matthias Kraus, Marvin Schiller, Gregor Behnke, Pascal Bercher, Susanne Biundo, Birte Glimm and Wolfgang Minker. 2019. A multimodal dialogue framework for cloud-based companion systems. DOI: 10.1007/978-981-13-9443-0_36
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Gregor Behnke, Marvin Schiller, Matthias Kraus, Pascal Bercher, Mario Schmautz, Michael Dorna, Michael Dambier, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2019. Alice in DIY wonderland or: instructing novice users on how to use tools in DIY projects. DOI: 10.3233/aic-180604
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2018

Matthias Kraus, Johannes Kraus, Martin Baumann and Wolfgang Minker. 2018. Effects of gender stereotypes on trust and likability in soken human-robot interaction.
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Marvin Schiller, Gregor Behnke, Pascal Bercher, Matthias Kraus, Michael Dorna, Felix Richter, Susanne Biundo, Birte Glimm and Wolfgang Minker. 2018. Evaluating knowledge-based assistance for DIY. DOI: 10.18420/muc2018-ws19-0551
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Gregor Behnke, Marvin Schiller, Matthias Kraus, Pascal Bercher, Mario Schmautz, Michael Dorna, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2018. Instructing novice users on how to use tools in DIY projects. DOI: 10.24963/ijcai.2018/844
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2017

Marvin Schiller, Gregor Behnke, Mario Schmautz, Pascal Bercher, Matthias Kraus, Michael Dorna, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2017. A paradigm for coupling procedural and conceptual knowledge in companion systems. DOI: 10.1109/companion.2017.8287072
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Gregor Behnke, Florian Nielsen, Marvin Schiller, Pascal Bercher, Matthias Kraus, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2017. Sloth — the interactive workout planner. DOI: 10.1109/companion.2017.8287077
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2016

Matthias Kraus. 2016. Mixed-initiative intent recognition using cloud-based cognitive services.
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2015

Louisa Pragst, Stefan Ultes, Matthias Kraus and Wolfgang Minker. 2015. Adaptive dialogue management in the KRISTINA project for multicultural health care applications [Poster Abstract].
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Stefan Ultes, Matthias Kraus, Alexander Schmitt and Wolfgang Minker. 2015. Quality-adaptive spoken dialogue initiative selection and implications on reward modelling. DOI: 10.18653/v1/w15-4649
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