2023

Valter Uotila, Sven Groppe, Le Gruenwald, Jiaheng Lu, and Wolfgang Mauerer,
Preface {QDSM}, in Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada , CEUR-WS.org, 2023.
File: QDSM1.pdf
Bibtex: BibTeX
@inproceedings{Uotila2023QDSM,
	title = {Preface {QDSM}},
	author = {Valter Uotila and Sven Groppe and Le Gruenwald and Jiaheng Lu and Wolfgang Mauerer},
	booktitle = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases ({VLDB} 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada},
	year = {2023},
	url = {https://ceur-ws.org/Vol-3462/QDSM1.pdf}
}
Sarika Jain, Sven Groppe, and Nandana Mihindukulasooriya,
Proceedings of the International Health Informatics Conference (IHIC) 2022., .... Springer Nature Singapore, 2023.
File: 978-981-19-9090-8
Sven Groppe, Le Gruenwald, and Ching{-}Hsien Hsu,
Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, BiDEDE 2023, Seattle, WA, USA., .... ACM, 2023.
File: 3579142
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
Third International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), in Companion of the 2023 International Conference on Management of Data (SIGMOD), Seattle, WA, USA , 2023.
File: 3555041.3590821
Tobias Winker, Umut Çalıkyılmaz, Le Gruenwald, and Sven Groppe,
Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA , 2023.
File: 3579142.3594299
Bibtex: BibTeX
@inproceedings{Winker2023QML_JOO,
	title = {Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits},
	author = {Tobias Winker and Umut Çalıkyılmaz and Le Gruenwald and Sven Groppe},
	booktitle = {Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA},
	year = {2023},
	url = {https://doi.org/10.1145/3579142.3594299}
}
Tobias Winker, Sven Groppe, Valter Uotila, Zhengtong Yan, Jiaheng Lu, Maja Franz, and Wolfgang Mauerer,
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research, in Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD) , 2023.
File: 3555041.3589404
Bibtex: BibTeX
@inproceedings{SIGMOD23Tutorial,
author = {Tobias Winker and Sven Groppe and Valter Uotila and Zhengtong Yan and Jiaheng Lu and Maja Franz and Wolfgang Mauerer},
title = {Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research},
booktitle = {Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD)},
location = {Seattle metropolitan area, Washington, USA},
year = {2023},
pages = {},
url = {https://doi.org/10.1145/3555041.3589404}
}
Simon Schiff, Mena Leemhuis, Özgür L. Özçep, and Ralf Möller,
Query Transformation for Processing Streams in Decision-making Agents, in The International FLAIRS Conference Proceedings , 2023.
DOI:10.32473/flairs.36.133104
Bibtex: BibTeX
@InProceedings{schiff2023transformation,
  author       = {Simon Schiff and Mena Leemhuis and {\"{O}}zg{\"{u}}r L{\"{u}}tf{\"{u}} {\"{O}}z{\c{c}}ep and Ralf Möller},
 title        = {Query Transformation for Processing Streams in Decision-making Agents},
  booktitle    = {The International FLAIRS Conference Proceedings},
  date         = {2023-05-15},
  language     = {en},
  pubstate     = {to appear},
  journaltitle = {The Thirty-Six International Flairs Conference}
}
Sven Groppe,
Renewal of the Major Fields of New-Generation Computing, New Gener. Comput. , pp. 1 - 2, 2023.
File: s00354-023-00206-5
Sarika Jain, Sven Groppe, and Bharat K. Bhargava,
Semantic Intelligence., .... Springer Nature Singapore, 2023.
File: 978-981-19-7126-6
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}
}
Sylvia Melzer, Oliver C. Eichmann, Hongxu Wang, and Ralf God,
Simulation of Database Interactions for Early Validation of Digitized Enterprise Processes, Procedia Computer Science, Elsevier , vol. 219, pp. 658--665, 2023.
DOI:https://doi.org/10.1016/j.procs.2023.01.336
File: S1877050923003459
Bibtex: BibTeX
@article{Melzer2023658,
author = {Sylvia Melzer and Oliver C. Eichmann and Hongxu Wang and Ralf God},
title = {Simulation of Database Interactions for Early Validation of Digitized Enterprise Processes},
journal = {Procedia Computer Science, Elsevier},
volume = {219},
pages = {658--665},
year = {2023},
issn = {1877-0509},
doi = {https://doi.org/10.1016/j.procs.2023.01.336},
url = {https://www.sciencedirect.com/science/article/pii/S1877050923003459},
note = {CENTERIS – International Conference on ENTERprise Information Systems / ProjMAN – International Conference on Project MANagement / HCist – International Conference on Health and Social Care Information Systems and Technologies 2022},
keywords = {Entity-Relationship Modeling, Relational Databases, Enterprise Process Digitization, Model-based Systems Engineering},
abstract = {Digitized enterprise processes often encompass interaction with relational databases. Describing and simulating large-scale and complex processes on different abstraction levels lead to the use of tools and methods of Model-based Systems Engineering. In practice, current entity-relationship modeling approaches solely enable modeling relational database structure without simulation of database interactions at an early development stage. However, in general, it is known that early validation improves common understanding and communication in the development team and reduces the risk of design flaws. This paper presents an approach for model-based enterprise process digitization and a previously developed and now enhanced broker-based SysML Toolbox for integrating real relational databases into SysML simulations. The approach comprises status quo documentation concerning enterprise processes, development of digitized processes and required relational database structures as well as validation of digitized processes using the SysML Toolbox.}
}
Thomas Sievers, and Nele Russwinkel,
Talking like one of us: Effects of using regional language in a Humanoid Social Robot, in Social Robotics , Springer, Singapore, 2023. pp. 71-80.
DOI:10.1007/978-981-99-8718-4_7
Bibtex: BibTeX
@INPROCEEDINGS{SiRu,
author ={Thomas Sievers and Nele Russwinkel},
title ={Talking like one of us: Effects of using regional language in a Humanoid Social Robot},
booktitle ={Social Robotics},
year ={2023},
pages = {71-80},
publisher = {Springer, Singapore},
url ={http://dx.doi.org/10.1007/978-981-99-8718-4_7},
keywords ={Social Robots; Human-Robot Interaction; Regional Language; Communication; Cultural Identity},
}
Kai Preuss, Svenja Nicole Schulte, Lukas Rzazonka, Lilian Befort, Carina Fresemann, Rainer Stark, and Nele Russwinkel,
Towards A Human-Centered Digital Twin, Procedia CIRP , vol. 118, pp. 324-329, 2023.
DOI:https://doi.org/10.1016/j.procir.2023.06.056
File: S2212827123002809
Bibtex: BibTeX
@article{PREUSS2023324,
title = {Towards A Human-Centered Digital Twin},
journal = {Procedia CIRP},
volume = {118},
pages = {324-329},
year = {2023},
note = {16th CIRP Conference on Intelligent Computation in Manufacturing Engineering},
issn = {2212-8271},
doi = {https://doi.org/10.1016/j.procir.2023.06.056},
url = {https://www.sciencedirect.com/science/article/pii/S2212827123002809},
author = {Kai Preuss and Svenja Nicole Schulte and Lukas Rzazonka and Lilian Befort and Carina Fresemann and Rainer Stark and Nele Russwinkel},
keywords = {digital twin, cognitive modeling, human-centered design, user study},
abstract = {The Digital Twin paradigm incorporates the application of virtual prototypes established during product development as well as sensor data collected during the production and use phase. Another aspect concerns digital representation of the product's end users. A stronger connection between a digital product and its digital user would complement the Digital Twin. This paper investigates the concept of coupling a geometrical model of an adjustable operating table including position sensors with a cognitive digital user. Users interacted with both real and virtual instances of the table. Resulting data allow for evaluation of the usability of different interface variants and virtual product representations to develop a cognitive model of end users, showing the potential of a combined Digital Twin in human-centered design.}
}
Nele Russwinkel, Michael Spitzhirn, Wolfram Remlinger, and Martin Fleischer,
Towards an Approach for a Holistic Ergonomic Work Design Using Physical and Cognitive Digital Human Models, in Advances in Digital Human Modeling , Scataglini, Sofia and Harih, Gregor and Saeys, Wim and Truijen, Steven, Eds. Cham: Springer Nature Switzerland, 2023. pp. 229--237.
ISBN:978-3-031-37848-5
Nele Russwinkel, Michael Spitzhirn, Wolfram Remlinger, and Martin Fleischer,
Towards an Approach for a Holistic Ergonomic Work Design Using Physical and Cognitive Digital Human Models, in Advances in Digital Human Modeling , Scataglini, Sofia and Harih, Gregor and Saeys, Wim and Truijen, Steven, Eds. Cham: Springer Nature Switzerland, 2023. pp. 229--237.
ISBN:978-3-031-37848-5
Bibtex: BibTeX
@InProceedings{10.1007/978-3-031-37848-5_26,
author = {Russwinkel, Nele
and Spitzhirn, Michael
and Remlinger, Wolfram
and Fleischer, Martin},
editor={Scataglini, Sofia
and Harih, Gregor
and Saeys, Wim
and Truijen, Steven},
title = {Towards an Approach for a Holistic Ergonomic Work Design Using Physical and Cognitive Digital Human Models},
booktitle = {Advances in Digital Human Modeling},
year = {2023},
publisher = {Springer Nature Switzerland},
address = {Cham},
pages = {229--237},
abstract = {Digital human models enable an economic and ergonomic design of products and work processes. These models investigate different aspects of the human. Anthropometric and biomechanical human models depict the physical characteristic and are used to examined physical load regarding feasibility and tolerability and in some extent to economic efficiency. Cognitive human models can model task knowledge, expectation driven behavior, learning as well as the impact of restricted resource such as attention and working memory. Only few approaches include cognitive as well as physical aspects at the same time due to complexity of the approaches and different scientific communities. Bringing both fields together will enable a holistic ergonomic work design by including physical and cognitive skills. Based on two use cases from product and production ergonomics, it will be shown (1) how the combination of both model forms can result in ergonomic evaluation (2) what information is needed to flow between model approaches for integration purposes. That will be shown by using a cognitive (cognitive architecture ACT-R) and two anthropometric models (ema Work Designer, RAMSIS). Finally, the potentials of holistic model approaches for the future and the challenges that must be overcome will be discussed.},
isbn = {978-3-031-37848-5}
}
Magnus Bender, Tanya Braun, Ralf Möller, and Marcel Gehrke,
Unsupervised Estimation of Subjective Content Descriptions, in 17th IEEE International Conference on Semantic Computing, (ICSC 2023), February 1-3 , IEEE, 2023.
DOI:10.1109/ICSC56153.2023.00052
File: Dateilink
Bibtex: BibTeX
@INPROCEEDINGS{BeBrMoGe,
author ={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title ={Unsupervised Estimation of Subjective Content Descriptions},
booktitle ={17th {IEEE} International Conference on Semantic Computing, ({ICSC} 2023), February 1-3},
year ={2023},
pages = {},
publisher = {{IEEE}},
doi = {https://dx.doi.org/10.1109/ICSC56153.2023.00052},
keywords ={Subjective Content Descriptions; Text Mining;Text Annotation;Sentence clustering},
}
Benjamin Warnke, Stefan Fischer, and Sven Groppe,
Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration, Computers , vol. 12, no. 10, 2023.
File: computers12100210
Bibtex: BibTeX
@article{Warnke2023UsingMLDistributed,
  author = {Benjamin Warnke and Stefan Fischer and Sven Groppe},
  title = {Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration},
  journal = {Computers},
  volume = {12},
  year = {2023},
  number = {10},
  url = {https://doi.org/10.3390/computers12100210}
}
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
Umut Çalıkyılmaz, Sven Groppe, Jinghua Groppe, Tobias Winker, Stefan Prestel, Farida Shagieva, Daanish Arya, Florian Preis, and Le Gruenwald,
Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules, Proc. VLDB Endow. , vol. 16, no. 9, pp. 2344--2353, 2023.
File: 3598581.3598603
Bibtex: BibTeX
@article{Calıkyilmaz2023QC_QO_TSO,
	title = {Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules},
	author = {Umut Çalıkyılmaz and Sven Groppe and Jinghua Groppe and Tobias Winker and Stefan Prestel and Farida Shagieva and Daanish Arya and Florian Preis and Le Gruenwald},
	journal = {Proc. {VLDB} Endow.},
	volume = {16},
	number = {9},
	pages = {2344--2353},
	year = {2023},
	url = {https://doi.org/10.14778/3598581.3598603}
}
Simon Paasche, and Sven Groppe,
GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments, in Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA), Rome, Italy , 2023.
File: 0012147900003541
Bibtex: BibTeX
@inproceedings{Paasche2023GreenCC,
	title = {GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments},
	author = {Simon Paasche and Sven Groppe},
	booktitle = {Proceedings of the 12th International Conference on Data Science, Technology and Applications ({DATA}), Rome, Italy},
	year = {2023},
        url = {https://doi.org/10.5220/0012147900003541}
}
Nadja Redzuan, Marcel Gehrke, Ralf Möller, and Tanya Braun,
On Domain-specific Topic Modelling Using the Case of a Humanities Journal, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023) , CEUR Workshop Proceedings, 2023.
Bibtex: BibTeX
@InProceedings{ReGeMoBr,
  author    = {Nadja Redzuan and Marcel Gehrke and Ralf M\"oller and Tanya Braun},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)},
  date      = {2023-09-26},
  title     = {On Domain-specific Topic Modelling Using the Case of a Humanities Journal},
  pages     = {},
  publisher = {CEUR Workshop Proceedings},
  url = {},
}
Benjamin Warnke, Stefan Fischer, and Sven Groppe,
Distributed SPARQL Queries in Collaboration with the Routing Protocol, in Proceedings of the 27th International Database Engineered Applications Symposium (IDEAS), Heraklion, Crete, Greece , 2023.
File: 3589462.3589497
Bibtex: BibTeX
@inproceedings{Warnke2023_1,
	title = {Distributed SPARQL Queries in Collaboration with the Routing Protocol},
	author = {Benjamin Warnke and Stefan Fischer and Sven Groppe},
	booktitle = {Proceedings of the 27th International Database Engineered Applications Symposium (IDEAS), Heraklion, Crete, Greece},
	year = {2023},
	url = {https://doi.org/10.1145/3589462.3589497}
}
Chenxu Hao, Nele Russwinkel, Daniel F. B. Haeufle, and Philipp Beckerle,
A Commentary on Towards autonomous artificial agents with an active self: Modeling sense of control in situated action , Cognitive Systems Research , vol. 79, pp. 1-3, 2023.
Bibtex: BibTeX
@article{Hao2023ACO,
  title={A Commentary on Towards autonomous artificial agents with an active self: Modeling sense of control in situated action
},
  author={Chenxu Hao and Nele Russwinkel and Daniel F. B. Haeufle and Philipp Beckerle},
  journal={Cognitive Systems Research},
  year={2023},
  volume={79},
  pages={1-3}
}
Magnus Bender, Tanya Braun, Ralf Möller, and Marcel Gehrke,
LESS is More: LEan Computing for Selective Summaries, in KI 2023: Advances in Artificial Intelligence , Springer Nature Switzerland, 2023. pp. 1--14.
DOI:10.1007/978-3-031-42608-7_1
File: Dateilink
Bibtex: BibTeX
@InProceedings{BeBrMoGe23c,
author={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title={LESS is More: LEan Computing for Selective Summaries},
journal = {International Journal of Semantic Computing},
booktitle= {KI 2023: Advances in Artificial Intelligence},
publisher= {Springer Nature Switzerland},
year={2023},
doi ={https://doi.org/10.1007/978-3-031-42608-7_1},
pages={1--14},
}
Nils Wendel Heinrich,
A Straightforward Implementation of Sensorimotor Abstraction in a Two-Layer Architecture for Dynamic Decision-Making, In Proceedings of Mathpsych/ICCM 2023 , 2023.
Bibtex: BibTeX
@inproceedings{heinrichn.oestediekhoffa.kopps.russwinkeln2023,
    author  = {Heinrich, N., Östediekhoff, A., Kopp, S., Russwinkel, N.},
    title   = {A Straightforward Implementation of Sensorimotor Abstraction in a Two-Layer Architecture for Dynamic Decision-Making},
    booktitle = {In Proceedings of Mathpsych/ICCM 2023},
    year    = {2023},
    note    = {MathPsych/ICCM 2023 Amsterdam (International Conference on Cognitive Modelling).},
url = {https://mathpsych.org/presentation/1140}
}
Mena Leemhuis, and Özgür Lütfü Özçep,
Analogical Proportions and Betweenness, in Proceedings of the 9th Workshop on Formal and Cognitive Reasoning, September 26, 2023, Berlin, Germany co-located with the 46th German Conference on Artificial Intelligence (KI 2023) , 2023.
File: paper0.pdf
Bibtex: BibTeX
@inproceedings{leOe23analogical,
	author = {Mena Leemhuis and {\"{O}}zg{\"{u}}r L{\"{u}}tf{\"{u}} {\"{O}}z{\c{c}}ep},
	bibsource = {dblp computer science bibliography, https://dblp.org},
	biburl = {https://dblp.org/rec/conf/ki/LeemhuisO22.bib},
	booktitle = {Proceedings of the 9th Workshop on Formal and Cognitive Reasoning, September 26, 2023, Berlin, Germany co-located with the 46th German Conference on Artificial Intelligence (KI 2023)},
volume= 3500, 
	date-added = {2023-09-06 14:45:20 +0200},
	date-modified = {2023-09-06 14:47:02 +0200},
	timestamp = {Mon, 17 Oct 2022 17:08:45 +0200},
	title = {Analogical Proportions and Betweenness},
	url = {https://ceur-ws.org/Vol-3500/paper0.pdf},
	year = {2023}}