Lehrstuhl für Menschzentrierte Künstliche Intelligenz

  1. Universität
  2. Fakultäten
  3. Fakultät für Angewandte Informatik
  4. Institut für Informatik
  5. Lehrstühle und Professuren der Informatik
  6. Menschzentrierte Künstliche Intelligenz
  7. Team
  8. Dr. Klaus Weber

Dr. Klaus Weber

Wissenschaftlicher Mitarbeiter
Lehrstuhl für Menschzentrierte Künstliche Intelligenz
Telefon: +49 821 598 - 2329
E-Mail:
Raum: 2041 (N)
Adresse: Universitätsstraße 6a, 86159 Augsburg

Forschungsinteressen

  • Human-Agent-Interaction (HAI)
  • Persuasive AI
  • Explainable (persuasive) AI
  • Conversational and Reflective Engagement
  • Reinforcement Learning

Auszeichnungen

  • Proceedings of the 20th ACM International Conference on Multimodal Interaction (ICMI '18)

    Best Paper Runner-Up Award

 

  • Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS '20)

    Best Paper Award Finalist

    Link to Presentation

Abschlussarbeiten & Projektmodule

Abschlussarbeiten (Bachelor und Master) und Projekt-/Praxismodule können bei mir u.a. (nicht ausschließlich in den folgenden Bereichen/Themengebieten mit Kontext Argumentation und argumentatives Verhalten bearbeitet werden:

  • Reinforcement Learning (RL)
  • Neuronale Netze (NN, CNN, GAN)
  • Explainable AI (XAI)

Bei Interesse sendet mir gerne eine E-Mail mit einem der oben genannten Stichwörter, dann können wir einen Termin zur weiteren Besprechung vereinbaren. Oder kommt einfach vorbei in meinem Büro. 

 

Offene Arbeiten (Auswahl, nicht auschließlich): 

  • n/a

 

In Bearbeitung: 

  • n/a

Abgeschlossen : 

  • Understanding Subliminal Persuasive Body Language in Political Speeches via Explainable Artificial Intelligence (Lukas Tinnes)
  • Exploring qualitative reasoning for engaging argumention of virtual agents (Eva Pohlen)

Links

Google Scholar ORCID Research Gate dblp

Publikationen

2021 | 2020 | 2019 | 2018

2021

Niklas Rach, Klaus Weber, Yuchi Yang, Stefan Ultes, Elisabeth André and Wolfgang Minker. 2021. EVA 2.0: emotional and rational multimodal argumentation between virtual agents. it - Information Technology 63, 1, 17-30. DOI: 10.1515/itit-2020-0050
PDF | BibTeX | RIS | DOI

2020

Klaus Weber, Niklas Rach, Wolfgang Minker and Elisabeth André. 2020. How to win arguments: empowering virtual agents to improve their persuasiveness. Datenbank-Spektrum 20, 161-169. DOI: 10.1007/s13222-020-00345-9
PDF | BibTeX | RIS | DOI

Hannes Ritschel, Thomas Kiderle, Klaus Weber, Florian Lingenfelser, Tobias Baur and Elisabeth André. 2020. Multimodal joke generation and paralinguistic personalization for a socially-aware robot. Lecture Notes in Computer Science 12092, 278-290. DOI: 10.1007/978-3-030-49778-1_22
PDF | BibTeX | RIS | DOI

Hannes Ritschel, Thomas Kiderle, Klaus Weber and Elisabeth André. 2020. Multimodal joke presentation for social robots based on natural-language generation and nonverbal behaviors. In Second Workshop on Natural Language Generation for Human–Robot Interaction at HRI 2020, March 23, 2020, Cambridge, UK.
PDF | BibTeX | RIS | URL

Klaus Weber, Kathrin Janowski, Niklas Rach, Katharina Weitz, Wolfgang Minker, Stefan Ultes and Elisabeth André. 2020. Predicting persuasive effectiveness for multimodal behavior adaptation using bipolar weighted argument graphs. In Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS '20). ACM, New York, NY, 1476-1484
PDF | BibTeX | RIS | URL

Klaus Weber, Lukas Tinnes, Tobias Huber, Alexander Heimerl, Eva Pohlen, Marc-Leon Reinecker and Elisabeth André. 2020. Towards demystifying subliminal persuasiveness: using XAI-techniques to highlight persuasive markers of public speeches. Lecture Notes in Computer Science 12175, 113-128. DOI: 10.1007/978-3-030-51924-7_7
PDF | BibTeX | RIS | DOI

2019

Niklas Rach, Klaus Weber, Annalena Aicher, Florian Lingenfelser, Elisabeth André and Wolfgang Minker. 2019. Emotion recognition based preference modelling in argumentative dialogue systems. In Takuya Maekawa and Peizhao Hu (Ed.). 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 11-15 March 2019, Kyoto, Japan. IEEE, Piscataway, NJ, 838-843. DOI: 10.1109/percomw.2019.8730650
PDF | BibTeX | RIS | DOI

Henner Gimpel, Sarah Bayer, Elisabeth André, Ivo Benke, Alexander Benlian, Nicholas Cummins, Oliver Hinz, Kristian Kersting, Alexander Maedche, Jan Riemann, Björn Schuller and Klaus Weber. 2019. Humane anthropomorphic agents: the quest for the outcome measure. In AIS SIGPrag Workshop on Value and Ethics in the Digital Age, December 14, 2019, co-located with ICIS 2019, Munich, Germany.
BibTeX | RIS

2018

Niklas Rach, Klaus Weber, Louisa Pragst, Elisabeth André, Wolfgang Minker and Stefan Ultes. 2018. EVA: a multimodal argumentative dialogue system. In Sidney K. D'Mello, Panayiotis (Panos) Georgiou, Stefan Scherer, Emily Mower Provost, Mohammad Soleymani and Marcelo Worsley (Ed.). Proceedings of the 2018 on International Conference on Multimodal Interaction - ICMI '18, Boulder, CO, USA, October 16 - 20, 2018. ACM Press, New York, NY, 551-552. DOI: 10.1145/3242969.3266292
PDF | BibTeX | RIS | DOI

Klaus Weber, Hannes Ritschel, Ilhan Aslan, Florian Lingenfelser and Elisabeth André. 2018. How to shape the humor of a robot - social behavior adaptation based on reinforcement learning. In Sidney K. D'Mello, Panayiotis (Panos) Georgiou, Stefan Scherer, Emily Mower Provost, Mohammad Soleymani and Marcelo Worsley (Ed.). Proceedings of the 2018 on International Conference on Multimodal Interaction - ICMI '18, Boulder, CO, USA — October 16 - 20, 2018. ACM Press, New York, NY, 154-162. DOI: 10.1145/3242969.3242976
PDF | BibTeX | RIS | DOI

Klaus Weber, Hannes Ritschel, Florian Lingenfelser and Elisabeth André. 2018. Real-time adaptation of a robotic joke teller based on human social signals. In Elisabeth André, Sven Koenig, Mehdi Dastani and Gita Sukthankar (Ed.). AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, Stockholm, Sweden, July 10 - 15, 2018. IFAAMAS - International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2259-2261.
PDF | BibTeX | RIS | URL

Suche