2024

Thomas Sievers, and Nele Russwinkel,
Dialect, sentiment analysis, tonality, cognitive modeling – using LLMs as a toolbox for HRI, in LLMs in the RoMan Age , Workshop at the 33nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2024), 2024.
Weblink: https://sites.google.com/view/llmra/start
File: Dateilink
Thomas Sievers, Nele Russwinkel, and Ralf Möller,
What am I? – Complementing a robot’s task-solving capabilities with a mental model using a cognitive architecture, in Behavior Adaptation and Learning for Assistive Robotics , CEUR Workshop Proceedings, 2024.
Weblink: https://ceur-ws.org/Vol-3906/
File: paper1_BAILAR.pdf
Malte Luttermann, Ralf Möller, and Mattis Hartwig,
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models, in Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024) , Springer, Aug.2024. pp. 175--189.
DOI:https://doi.org/10.1007/978-3-031-70893-0_13
File: Dateilink
Bibtex: BibTeX
@inproceedings{LuMoHa24,
    author    = {Malte Luttermann and Ralf Möller and Mattis Hartwig},
    title     = {{Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models}},
    booktitle = {Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024)},
    year      = {2024},
    pages     = {175--189},
    publisher = {Springer}
}
Malte Luttermann, Johann Machemer, and Marcel Gehrke,
Efficient Detection of Commutative Factors in Factor Graphs, in Proceedings of the Twelfth International Conference on Probabilistic Graphical Models (PGM-2024) , PMLR, Sep.2024. pp. 38-56.
Weblink: https://proceedings.mlr.press/v246/luttermann24a.html
File: Dateilink
Bibtex: BibTeX
@inproceedings{LuMaGe24b,
	author    = {Malte Luttermann and Johann Machemer and Marcel Gehrke},
	title     = {{Efficient Detection of Commutative Factors in Factor Graphs}},
	booktitle = {Proceedings of the Twelfth International Conference on Probabilistic Graphical Models (PGM-2024)},
	year      = {2024},
	volume    = {246},
	pages     = {38--56},
	publisher = {{PMLR}},
	url       = {https://proceedings.mlr.press/v246/luttermann24a.html}
}
Edgar Baake, Florian König, Claudius Pott, Thomas Sievers, and Moreen Heine,
User Experience Comparison of a Social Robot vs. Info Terminal in Citizen Services, in Social Robotics , 16th International Conference on Social Robotics, Odense, 2024.
DOI:10.1007/978-981-96-3525-2_2
Bibtex: BibTeX
@InProceedings{10.1007/978-981-96-3525-2_2,
author="Baake, Edgar
and K{\"o}nig, Florian
and Pott, Claudius
and Sievers, Thomas
and Heine, Moreen",
editor="Palinko, Oskar
and Bodenhagen, Leon
and Cabibihan, John-John
and Fischer, Kerstin
and {\v{S}}abanovi{\'{c}}, Selma
and Winkle, Katie
and Behera, Laxmidhar
and Ge, Shuzhi Sam
and Chrysostomou, Dimitrios
and Jiang, Wanyue
and He, Hongsheng",
title="User Experience Comparison of a Social Robot vs. Info Terminal in Citizen Services",
booktitle="Social Robotics",
year="2025",
publisher="Springer Nature Singapore",
address="Singapore",
pages="12--23",
abstract="This study evaluates user experiences with the social robot Pepper, compared to a traditional info terminal in providing citizen services. The study, carried out with 37 participants at various institutions in L{\"u}beck, Germany, aims to assess the effectiveness, efficiency, and satisfaction of these two methods in providing information and assistance within a public service setting. The study controls for age, gender, and affinity for technology while measuring customer experience using the Short Version of the User Experience Questionnaire (UEQ-S). The results show that Pepper is attributed higher hedonistic qualities, whereas the terminal is highlighted as pragmatic and is overall preferred in the evaluated context. Further findings show that, while age and gender do have at least some explanatory power in explaining divergent user experiences, the affinity for technology interaction surprisingly did not seem to have an impact.",
isbn="978-981-96-3525-2"
}
Valter Uotila, Sven Groppe, Le Gruenwald, Jiaheng Lu, and Wolfgang Mauerer,
Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM), in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24) , 2024.
File: QDSM.1.pdf
Martin Vogrin, Rok Vogrin, Sven Groppe, and Jinghua Groppe,
Supervised Learning on Relational Databases with Quantum Graph Neural Networks, in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24), Guangzhou, China , 2024.
File: QDSM.5.pdf
Nitin Nayak, Manuel Schönberger, Valter Uotila, Zhengtong Yan, Sven Groppe, Jiaheng Lu, and Wolfgang Mauerer,
QCE'24 Tutorial: Quantum Annealing - Emerging Exploration for Database Optimization, arXiv , vol. arXiv:2411.04638, 2024.
File: 2411.04638
Nitin Nayak, Manuel Schönberger, Valter Uotila, Zhengtong Yan, Sven Groppe, Jiaheng Lu, and Wolfgang Mauerer,
Quantum Annealing: Emerging Exploration for Database Optimization, in IEEE International Conference on Quantum Computing and Engineering (QCE), Montréal, Québec, Canada , 2024.
Morteza Ezzabady, Frédéric Ieng, Hanieh Khorashadizadeh, Farah Benamara, Sven Groppe, and Soror Sahri,
Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models, in The 29th Annual International Conference on Natural Language \& Information Systems (NLDB 2024), Turin, Italy , 2024.
File: 978-3-031-70239-6_31
Hanieh Khorashadizadeh, Jinghua Groppe, Jessica Lückert, Sanju Tiwari, and Sven Groppe,
Assessing the Impact of Government Policies on Covid-19 Spread: A Machine Learning Approach, in 10th International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy , 2024.
Malte Luttermann, Tanya Braun, Ralf Möller, and Marcel Gehrke,
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs, in Proceedings of the Sixteenth International Conference on Scalable Uncertainty Management (SUM-2024) , Springer, Nov.2024. pp. 265--280.
DOI:https://doi.org/10.1007/978-3-031-76235-2_20
File: Dateilink
Bibtex: BibTeX
@inproceedings{LuBrMoGe24,
    author    = {Malte Luttermann and Tanya Braun and Ralf Möller and Marcel Gehrke},
    title     = {{Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs}},
    booktitle = {Proceedings of the Sixteenth International Conference on Scalable Uncertainty Management (SUM-2024)},
    year      = {2024},
    pages     = {265--280},
    publisher = {Springer},
}
Simon Paasche, and Sven Groppe,
On the Potential of Sustainable Software Solutions in Smart Manufacturing Environments, in Semantic Intelligence , Springer Nature Singapore, Dec.2024, pp. 25–32.
DOI:10.1007/978-981-97-7356-5_3
File: 978-981-97-7356-5_3
Sven Groppe, Sarika Jain, and Bharat K. Bhargava,
Semantic Intelligence, Sarika Jain and Sven Groppe and Bharat K. Bhargava, Eds. Springer Nature Singapore, 2024, pp. 25–32.
DOI:10.1007/978-981-97-7356-5_3
ISBN:9789819773565
File: 978-981-97-7356-5_3
Bibtex: BibTeX
@book{SemanticIntelligence2023,
 title = {Semantic Intelligence},
 editor = {Sarika Jain and Sven Groppe and Bharat K. Bhargava},
 year = {2023},
 publisher = {Springer Nature Singapore},
 url = {https://doi.org/10.1007/978-981-19-7126-6}
}
Hanieh Khorashadizadeh, Nandana Mihindukulasooriya, Nilufar Ranji, Morteza Ezzabady, Frédéric Ieng, Jinghua Groppe, Farah Benamara, and Sven Groppe,
Construction and Canonicalization of Economic Knowledge Graphs with LLMs, in International Knowledge Graph and Semantic Web Conference (KGSWC) , Springer Nature Switzerland, 2024. pp. 334–343.
ISBN:9783031812217
File: 978-3-031-81221-7_23
Maximilian Plitt, and Nele Russwinkel,
Modeling of Individual Naturalistic Decision Making in a Cognitive Architecture, Proceedings of the 10th Workshop on Formal and Cognitive Reasoning co-located with the 47th German Conference on Artificial Intelligence (KI 2023), 2024.
Weblink: https://ceur-ws.org/Vol-3763/paper0.pdf
Magnus Bender, Tanya Braun, Ralf Möller, and Marcel Gehrke,
Unsupervised Estimation of Subjective Content Descriptions in an Information System, International Journal of Semantic Computing , vol. 18, no. 1, 2024.
DOI:10.1142/S1793351X24410034
File: Dateilink
Bibtex: BibTeX
@article{BeBrMoGe24,
author={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title={Unsupervised Estimation of Subjective Content Descriptions in an Information System},
journal = {International Journal of Semantic Computing},
volume= {18},
number={1},
pages= {},
year={2024},
doi  = {}
}
Malte Luttermann, Edgar Baake, Juljan Bouchagiar, Benjamin Gebel, Philipp Grüning, Dilini Manikwadura, Franziska Schollemann, Elisa Teifke, Philipp Rostalski, and Ralf Möller,
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain, German Journal of Artificial Intelligence , Apr. 2024. Springer.
DOI:https://doi.org/10.1007/s13218-023-00810-z
File: Dateilink
Bibtex: BibTeX
@article{LuBaBoGeGrMaScTeRoMo24,
  author    = {Malte Luttermann and Edgar Baake and Juljan Bouchagiar and Benjamin Gebel and Philipp Grüning and Dilini Manikwadura and Franziska Schollemann and Elisa Teifke and Philipp Rostalski and Ralf Möller},
  title     = {Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain},
  journal   = {German Journal of Artificial Intelligence},
  year      = {2024},
  publisher = {Springer},
  doi       = {https://doi.org/10.1007/s13218-023-00810-z}
}
Hagen Peukert, Lucas F. Voges, Thomas Asselborn, Magnus Bender, Ralf Möller, and Sylvia Melzer,
Humanities in the Center of Data Usability: Data Visualization in Institutional Research Repositories, in Proceedings of the CHAI Workshop 2024 , CEUR Workshop Proceedings, 2024. pp. 67-74.
File: paper6.pdf
Bibtex: BibTeX
@inbook{PeVoAsBeMöMe24,
title = "Humanities in the Center of Data Usability: Data Visualization in Institutional Research Repositories",
author = "Hagen Peukert and Voges, \{Lucas Filipo\} and Thomas Asselborn and Magnus Bender and Ralf M{\"o}ller and Sylvia Melzer",
year = "2024",
month = oct,
day = "30",
language = "English",
volume = "3814",
pages = "67--74",
editor = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann and Erik Radisch",
booktitle = "Proceedings of the CHAI Workshop 2024",
publisher = "CEUR-WS.org",

}
Thomas Sievers, and Ralf Möller,
Get it right: Improving Comprehensibility with adaptable Speech Expression of a Humanoid Service Robot, in AMLDA 2023: Applied Machine Learning and Data Analytics , 2024. pp. 1-14.
DOI:10.1007/978-3-031-55486-5_1
Bibtex: BibTeX
@INPROCEEDINGS{SiMo,
author ={Thomas Sievers and Ralf M\"oller},
title ={Get it right: Improving Comprehensibility with adaptable Speech Expression of a Humanoid Service Robot},
booktitle ={6th International Conference on Applied Machine Learning and Data Analytics (AMLDA)},
year ={2023},
pages = {},
publisher = {},
url ={},
keywords ={Social Robot; Human-Robot Interaction; Easy Language; Comprehensibility; Translation},
}

2023

Marcel Gehrke,
Dissertation Abstract: Taming Exact Inference in Temporal Probabilistic Relational Models, KI-Künstliche Intelligenz , pp. 1--6, Sep. 2023. Springer.
DOI:10.1007/s13218-023-00813-w
File: s13218-023-00813-w
Bibtex: BibTeX
@article{Geh,
author={Marcel Gehrke},
title={Dissertation Abstract: Taming Exact Inference in Temporal Probabilistic Relational Models},
journal={KI-K{\"u}nstliche Intelligenz},
publisher={Springer}
volume= {},
number={},
pages= {1--6},
year={2023},
url = {https://doi.org/10.1007/s13218-023-00813-w},
doi  = {10.1007/s13218-023-00813-w}
}
Sylvia Melzer, Hagen Peukert, and Stefan Thiemann,
Introduction to the Third Workshop on Humanities-Centred Artificial Intelligence, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023) , Sylvia Melzer and Hagen Peukert and Stefan Thiemann, Eds. CEUR Workshop Proceedings, 2023. pp. 1-3.
File: preface.pdf
Bibtex: BibTeX
@inproceedings{melzer2023introduction,
  title        = "Introduction to the Third Workshop on Humanities-Centred Artificial Intelligence",
  author       = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann",
  year         = "2023",
  booktitle    = "Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)",
  editor       = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann",
  publisher    = "CEUR Workshop Proceedings",
  volume       = "3580",
  pages        = "1-3",
  url          = "https://ceur-ws.org/Vol-3580/preface.pdf"
}
Sylvia Melzer and Hagen Peukert and Stefan Thiemann, Eds., Proceedings of the Workshop on Humanities-Centred Artificial Intelligence co-located with 46th German Conference on Artificial Intelligence, September 26 - September 29, 2023: Berlin, Germany (KI2023),
File:
Bibtex: BibTeX
@proceedings{melzer_peukert_thiemann_2023ChaiWorkshop,
  title        = "Proceedings of the Workshop on Humanities-Centred Artificial Intelligence co-located with 46th German Conference on Artificial Intelligence, September 26 - September 29, 2023: Berlin, Germany (KI2023)",
  year         = "2023",
  editor       = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann",
  publisher    = "CEUR Workshop Proceedings",
  volume       = "3580",
  url          = "https://ceur-ws.org/Vol-3580/"
}
Hanieh Khorashadizadeh, Frédéric Ieng, Morteza Ezzabady, Soror Sahri, Sven Groppe, and Farah Benamara,
Personal Knowledge Graphs (PKGs): Methodology, tools and applications, Institution of Engineering and Technology, 2023, pp. 277--293.
File: pbpc063e_ch12
Jinghua Groppe, Sven Groppe, and Ralf Möller,
Variables are a Curse in Software Vulnerability Prediction, in The 34th International Conference on Database and Expert Systems Applications (DEXA), Panang, Malaysia , 2023.
File: 978-3-031-39847-6_41