2025

Akasha-Leonie Kessel, Soror Sahri, Sven Groppe, Jinghua Groppe, Hanieh Khorashadizadeh, Marc Pignal, Eva Perez Pimparé, and Régine Vignes-Lebbe,
Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms, Computers , vol. 14, no. 1, Jan. 2025.
Datei: computers14010021
Thomas Sievers, Nele Russwinkel, and Ralf Möller,
Grounding a social robot's understanding of words with associations in a cognitive architecture, International Conference on Agents and Artificial Intelligence (ICAART), Porto, February 23-25, 2025.
Thomas Sievers,
Silence is Golden - Making Pauses in Human Utterances Comprehensible for Social Robots in Human-Robot Interaction, IEEE/SICE International Symposium on System Integration (SII 2025), Munich, January 21-24, 2025.

2024

Simon Paasche, and Sven Groppe,
On the Potential of Sustainable Software Solutions in Smart Manufacturing Environments, in Semantic Intelligence , Springer Nature Singapore, Dez.2024, pp. 25–32.
DOI:10.1007/978-981-97-7356-5_3
Datei: 978-981-97-7356-5_3
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
Datei: 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},
}
Malte Luttermann, Johann Machemer, and Marcel Gehrke,
Efficient Detection of Commutative Factors in Factor Graphs, PMLR, 092024.
Weblink: https://proceedings.mlr.press/v246/luttermann24a.html
Datei: 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}
}
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, 082024. pp. 175--189.
DOI:https://doi.org/10.1007/978-3-031-70893-0_13
Datei: 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}
}
Tim Schulz, Malte Luttermann, and Ralf Möller,
AutoRAG: Grounding Text and Symbols, German Journal of Artificial Intelligence , 07 2024. Springer.
DOI:https://doi.org/10.1007/s13218-024-00850-z
Bibtex: BibTeX
@article{ScLuMo24,
  author    = {Tim Schulz and Malte Luttermann and Ralf Möller},
  title     = {AutoRAG: Grounding Text and Symbols},
  journal   = {German Journal of Artificial Intelligence},
  year      = {2024},
  publisher = {Springer},
  doi       = {https://doi.org/10.1007/s13218-024-00850-z}
}
Malte Luttermann, Johann Machemer, and Marcel Gehrke,
Efficient Detection of Exchangeable Factors in Factor Graphs, in Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24) , Florida Online Journals, 052024.
Weblink: https://journals.flvc.org/FLAIRS/article/view/135518
Datei: Dateilink
Bibtex: BibTeX
@inproceedings{LuMaGe24,
  author    = {Malte Luttermann and Johann Machemer and Marcel Gehrke},
  title     = {Efficient Detection of Exchangeable Factors in Factor Graphs},
  booktitle = {Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24)},
  year      = {2024},
  volume    = {37},
  publisher = {Florida Online Journals},
  url       = {https://journals.flvc.org/FLAIRS/article/view/135518},
}
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, and Marcel Gehrke,
Lifted Causal Inference in Relational Domains, PMLR, 042024.
Weblink: https://proceedings.mlr.press/v236/luttermann24a.html
Datei: Dateilink
Bibtex: BibTeX
@inproceedings{LuHaBrMoGe24,
  author    = {Malte Luttermann and Mattis Hartwig and Tanya Braun and Ralf Möller and Marcel Gehrke},
  title     = {Lifted Causal Inference in Relational Domains},
  booktitle = {Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24)},
  year      = {2024},
  volume    = {236},
  pages     = {827--842},
  publisher = {PMLR},
  url       = {https://proceedings.mlr.press/v236/luttermann24a.html},
}
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 , 04 2024. Springer.
DOI:https://doi.org/10.1007/s13218-023-00810-z
Datei: 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}
}
Max Bannach, Florian Andreas Marwitz, and Till Tantau,
Faster Graph Algorithms Through DAG Compression, 032024.
Datei: Dateilink
Bibtex: BibTeX
@inproceedings{BaMaTa24,
    author    = {Max Bannach, Florian Andreas Marwitz and Till Tantau},
    title     = {{ Faster Graph Algorithms Through DAG Compression}},
    booktitle = {Proceedings of the 41st International Symposium on Theoretical Aspects of Computer Science (STACS 2024)},
    year      = {2024},
    pages     = {},
    publisher = {},
    url = {}
}
Malte Luttermann, Tanya Braun, Ralf Möller, and Marcel Gehrke,
Colour Passing Revisited: Lifted Model Construction with Commutative Factors, in Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24) , AAAI Press, 022024.
DOI:https://doi.org/10.1609/aaai.v38i18.30034
Datei: Dateilink
Bibtex: BibTeX
@inproceedings{LuBrMoGe24,
    author    = {Malte Luttermann and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
    title     = {{Colour Passing Revisited: Lifted Model Construction with Commutative Factors}},
    booktitle = {Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence     (AAAI-24)},
    year      = {2024},
    volume    = {38},
    pages     = {20500--20507},
    publisher = {{AAAI} Press},
    doi       = {https://doi.org/10.1609/aaai.v38i18.30034},
}
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 , Workshop at the 33nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2024), 2024.
Weblink: https://sites.google.com/view/bailar2024/home
Datei: Dateilink
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.
Nitin Nayak, Tobias Winker, Umut Çalıkyılmaz, Sven Groppe, and Jinghua Groppe,
Quantum Join Ordering by Splitting the Search Space of QUBO Problems, Datenbank-Spektrum , vol. 24, no. 1, pp. 21-32, 2024.
Datei: s13222-024-00468-3
Magnus Bender, Tanya Braun, Ralf Möller, and Marcel Gehrke,
ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions, in 18th IEEE International Conference on Semantic Computing, (ICSC 2024), February 5-7 , IEEE, 2024. pp. 17-24.
DOI:10.1109/ICSC59802.2024.00010
Datei: Dateilink
Bibtex: BibTeX
@INPROCEEDINGS{BeBrMoGe,
author ={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title ={ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions},
booktitle ={18th {IEEE} International Conference on Semantic Computing, ({ICSC} 2024), February 5-7},
year ={2024},
pages = {17--24},
publisher = {{IEEE}},
url = {https://dx.doi.org/10.1109/ICSC59802.2024.00010}
}
Benjamin Warnke, Kevin Martens, Tobias Winker, Sven Groppe, Jinghua Groppe, Prasad Adhiyaman, Sruthi Srinivasan, and Shridevi Krishnakumar,
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL, Big Data and Cognitive Computing (BDCC) , vol. 8, no. 7, 2024.
Datei: bdcc8070071
Hanieh Khorashadizadeh, Fatima Zahra Amara, Morteza Ezzabady, Frédéric Ieng, Sanju Tiwari, Nandana Mihindukulasooriya, Jinghua Groppe, Soror Sahri, Farah Benamara, and Sven Groppe,
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, in VLDB 2024 Workshop: The International Workshop on Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs (LLM+KG), Guangzhou, China , 2024.
Datei: LLM+KG-9.pdf
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
Datei: 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}
}
Annika Österdiekhoff, Nils Wendel Heinrich, Nele Russwinkel, and Stefan Kopp,
Sense of Control in Dynamic Multitasking and its Impact on Voluntary Task-Switching Behavior, in CogSci 2024 , Proceedings of the Annual Meeting of the Cognitive Science Society, 2024.
Sylvia Melzer, Tim Weilkiens, Christian Muggeo, and Axel Berres,
Sustainable Development of Information Systems Using SysML, FAS and DOL, in The 18th Annual International Systems Conference , 2024.
DOI:10.1109/SysCon61195.2024.10553629
Weblink: https://ieeexplore.ieee.org/document/10553629
Sven Groppe, and Sarika Jain,
The Way Forward with AI-Complete Problems, New Generation Computing , 2024.
Datei: s00354-024-00251-8
T. Kar, P. Kanungo, Sachi Nandan Mohanty, Sven Groppe, and Jinghua Groppe,
Video Shot-boundary detection: Issues, challenges and solutions, Artificial Intelligence Review , vol. 57, no. 4, 2024.
Datei: s10462-024-10742-1