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Matthias Kraus 0001

Matthias Peter Kraus

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affiliation: University of Augsburg, Chair for Human-Centered Artifcial Intelligence, Germany
affiliation (PhD 2023): University of Ulm, Germany

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2020 – today

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2024
[c27]
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Matthias Kraus, Stina Klein, Nicolas Wagner, Wolfgang Minker, Elisabeth André:
A Pilot Study on Multi-Party Conversation Strategies for Group Recommendations. CUI 2024: 31
[c26]
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Stina Klein, Jenny Huch, Nadine Reißner, Pamina Zwolsky, Katharina Weitz, Matthias Kraus, Elisabeth André:
Creating a Framework for a User-Friendly Cobot Failure Management in Human-Robot Collaboration. HRI (Companion) 2024: 618-622
2023
[b1]
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Matthias Peter Kraus:
User-Centred Proactive Dialogue Modelling for Trustworthy Conversational Assistants. University of Ulm, Germany, 2023
[c25]
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Matthias Kraus, Diana Betancourt, Wolfgang Minker:
Does It Affect You? Social and Learning Implications of Using Cognitive-Affective State Recognition for Proactive Human-Robot Tutoring. RO-MAN 2023: 928-935
[c24]
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Matthias Kraus, Ron Riekenbrauck, Wolfgang Minker:
Development of a Trust-Aware User Simulator for Statistical Proactive Dialog Modeling in Human-AI Teams. UMAP (Adjunct Publication) 2023: 38-43
[c23]
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Matthias Kraus, Nicolas Wagner, Ron Riekenbrauck, Wolfgang Minker:
Improving Proactive Dialog Agents Using Socially-Aware Reinforcement Learning. UMAP 2023: 146-155
[i4]
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Alexander Heimerl, Pooja Prajod, Silvan Mertes, Tobias Baur, Matthias Kraus, Ailin Liu, Helen Risack, Nicolas Rohleder, Elisabeth André, Linda Becker:
ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario. CoRR abs/2303.07742 (2023)
[i3]
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  - journals/corr/abs-2304-11913
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Matthias Kraus, Ron Riekenbrauck, Wolfgang Minker:
Development of a Trust-Aware User Simulator for Statistical Proactive Dialog Modeling in Human-AI Teams. CoRR abs/2304.11913 (2023)
2022
[c22]
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Minha Lee, Jaisie Sin, Guy Laban, Matthias Kraus, Leigh Clark, Martin Porcheron, Benjamin R. Cowan, Asbjørn Følstad, Cosmin Munteanu, Heloisa Candello:
Ethics of Conversational User Interfaces. CHI Extended Abstracts 2022: 80:1-80:7
[c21]
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Nicolas Wagner, Matthias Kraus, Tibor Tonn, Wolfgang Minker:
Comparing Moderation Strategies in Group Chats with Multi-User Chatbots. CUI 2022: 35:1-35:4
[c20]
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Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Ankita Agrawal, Artur Schmidt, Pranav Krishna Prasad, Wolfgang Ertel:
KURT: A Household Assistance Robot Capable of Proactive Dialogue. HRI 2022: 855-859
[c19]
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Matthias Kraus, Nicolas Wagner, Wolfgang Minker:
ProDial - An Annotated Proactive Dialogue Act Corpus for Conversational Assistants using Crowdsourcing. LREC 2022: 3164-3173
[c18]
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Matthias Kraus, Nicolas Wagner, Nico Untereiner, Wolfgang Minker:
Including Social Expectations for Trustworthy Proactive Human-Robot Dialogue. UMAP 2022: 23-33
[c17]
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Matthias Kraus, Viktoria Dettenhofer, Wolfgang Minker:
Responsible Interactive Personalisation for Human-Robot Cooperation. UMAP (Adjunct Publication) 2022: 58-62
[i2]
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  - journals/corr/abs-2211-15359
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Matthias Kraus, Nicolas Wagner, Ron Riekenbrauck, Wolfgang Minker:
Towards Improving Proactive Dialog Agents Using Socially-Aware Reinforcement Learning. CoRR abs/2211.15359 (2022)
[i1]
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  - journals/corr/abs-2212-10346
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Matthias Kraus, Diana Betancourt, Wolfgang Minker:
Does It Affect You? Social and Learning Implications of Using Cognitive-Affective State Recognition for Proactive Human-Robot Tutoring. CoRR abs/2212.10346 (2022)
2021
[j4]
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Matthias Kraus, Nicolas Wagner, Zoraida Callejas, Wolfgang Minker:
The Role of Trust in Proactive Conversational Assistants. IEEE Access 9: 112821-112836 (2021)
[j3]
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Franziska Babel, Johannes Kraus, Linda Miller, Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Martin Baumann:
Small Talk with a Robot? The Impact of Dialog Content, Talk Initiative, and Gaze Behavior of a Social Robot on Trust, Acceptance, and Proximity. Int. J. Soc. Robotics 13(6): 1485-1498 (2021)
[j2]
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Pascal Bercher, Gregor Behnke, Matthias Kraus, Marvin R. G. Schiller, Dietrich Manstetten, Michael Dambier, Michael Dorna, Wolfgang Minker, Birte Glimm, Susanne Biundo:
Do It Yourself, but Not Alone: Companion-Technology for Home Improvement - Bringing a Planning-Based Interactive DIY Assistant to Life. Künstliche Intell. 35(3): 367-375 (2021)
[c16]
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Zoraida Callejas, David Griol, Kawtar Benghazi Akhlaki, Manuel Noguera, María Inés Torres, Raquel Justo, Anna Esposito, Gennaro Cordasco, Raymond R. Bond, Maurice D. Mulvenna, Edel Ennis, Siobhan O'Neill, Huiru Zheng, Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Gavin McConvey, Matthias L. Hemmje, Michael Fuchs, Neil Glackin, Gérard Chollet:
Towards conversational technology to promote, monitor and protect mental health. IberSPEECH 2021
[c15]
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Matthias Kraus, Nicolas Wagner, Wolfgang Minker:
Modelling and Predicting Trust for Developing Proactive Dialogue Strategies in Mixed-Initiative Interaction. ICMI 2021: 131-140
[c14]
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Matthias Kraus, Philip Seldschopf, Wolfgang Minker:
Towards the Development of a Trustworthy Chatbot for Mental Health Applications. MMM (2) 2021: 354-366
2020
[c13]
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Gregor Behnke, Pascal Bercher, Matthias Kraus, Marvin R. G. Schiller, Kristof Mickeleit, Timo Häge, Michael Dorna, Michael Dambier, Dietrich Manstetten, Wolfgang Minker, Birte Glimm, Susanne Biundo:
New Developments for Robert - Assisting Novice Users Even Better in DIY Projects. ICAPS 2020: 343-347
[c12]
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Matthias Kraus, Marvin R. G. Schiller, Gregor Behnke, Pascal Bercher, Michael Dorna, Michael Dambier, Birte Glimm, Susanne Biundo, Wolfgang Minker:
"Was that successful?" On Integrating Proactive Meta-Dialogue in a DIY-Assistant using Multimodal Cues. ICMI 2020: 585-594
[c11]
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Antonio Benítez-Guijarro, Raymond R. Bond, Frederick G. Booth, Zoraida Callejas, Edel Ennis, Anna Esposito, Matthias Kraus, Gavin McConvey, Michael F. McTear, Maurice D. Mulvenna, Courtney Potts, Louisa Pragst, Robin Turkington, Nicolas Wagner, Huiru Zheng:
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. IWSDS 2020: 201-212
[c10]
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Matthias Kraus, Fabian Fischbach, Pascal Jansen, Wolfgang Minker:
A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation. LREC 2020: 429-435
[c9]
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Matthias Kraus, Nicolas Wagner, Wolfgang Minker:
Effects of Proactive Dialogue Strategies on Human-Computer Trust. UMAP 2020: 107-116
[p1]
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Matthias Kraus, Bernd Ludwig, Wolfgang Minker, Nicolas Wagner:
Assistenzsysteme. Handbuch der Künstlichen Intelligenz 2020: 859-906

2010 – 2019

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2019
[j1]
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Gregor Behnke, Marvin R. G. Schiller, Matthias Kraus, Pascal Bercher, Mario Schmautz, Michael Dorna, Michael Dambier, Wolfgang Minker, Birte Glimm, Susanne Biundo:
Alice in DIY wonderland or: Instructing novice users on how to use tools in DIY projects. AI Commun. 32(1): 31-57 (2019)
[c8]
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Nicolas Wagner, Matthias Kraus, Niklas Rach, Wolfgang Minker:
How to Address Humans: System Barge-In in Multi-user HRI. IWSDS 2019: 147-152
2018
[c7]
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Gregor Behnke, Marvin R. G. Schiller, Matthias Kraus, Pascal Bercher, Mario Schmautz, Michael Dorna, Wolfgang Minker, Birte Glimm, Susanne Biundo:
Instructing Novice Users on How to Use Tools in DIY Projects. IJCAI 2018: 5805-5807
[c6]
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Matthias Kraus, Marvin R. G. Schiller, Gregor Behnke, Pascal Bercher, Susanne Biundo, Birte Glimm, Wolfgang Minker:
A Multimodal Dialogue Framework for Cloud-Based Companion Systems. IWSDS 2018: 405-410
[c5]
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Matthias Kraus, Johannes Kraus, Martin Baumann, Wolfgang Minker:
Effects of Gender Stereotypes on Trust and Likability in Spoken Human-Robot Interaction. LREC 2018
[c4]
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  - conf/mc/SchillerBBKDRBG18
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Marvin R. G. Schiller, Gregor Behnke, Pascal Bercher, Matthias Kraus, Michael Dorna, Felix Richter, Susanne Biundo, Birte Glimm, Wolfgang Minker:
Evaluating Knowledge-Based Assistance for DIY. MuC (Workshopband) 2018
2017
[c3]
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  - conf/companion/BehnkeNSBKMGB17
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Gregor Behnke, Florian Nielsen, Marvin R. G. Schiller, Pascal Bercher, Matthias Kraus, Wolfgang Minker, Birte Glimm, Susanne Biundo:
Sloth - The interactive workout planner. ICCT 2017: 1-6
[c2]
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Marvin R. G. Schiller, Gregor Behnke, Mario Schmautz, Pascal Bercher, Matthias Kraus, Michael Dorna, Wolfgang Minker, Birte Glimm, Susanne Biundo:
A paradigm for coupling procedural and conceptual knowledge in companion systems. ICCT 2017: 1-6
2015
[c1]
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  - conf/sigdial/UltesKSM15
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Stefan Ultes, Matthias Kraus, Alexander Schmitt, Wolfgang Minker:
Quality-adaptive Spoken Dialogue Initiative Selection And Implications On Reward Modelling. SIGDIAL Conference 2015: 374-383

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