@inproceedings{UlmerMostafaWollert2022,
  author    = {Ulmer, Jessica and Mostafa, Youssef and Wollert, J{\"o}rg},
  title     = {Digital Twin Academy: From Zero to Hero through individual learning experiences},
  series = {Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkr{\"a}ftemangel},
  booktitle = {Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkr{\"a}ftemangel},
  isbn      = {978-3-910103-00-9},
  doi       = {10.33968/2022.33},
  url       = {http://nbn-resolving.de/urn:nbn:de:bsz:l189-qucosa2-776097},
  pages     = {1 -- 9},
  year      = {2022},
  abstract  = {Digital twins are seen as one of the key technologies of Industry 4.0. Although many research groups focus on digital twins and create meaningful outputs, the technology has not yet reached a broad application in the industry. The main reasons for this imbalance are the complexity of the topic, the lack of specialists, and the unawareness of the twin opportunities. The project "Digital Twin Academy" aims to overcome these barriers by focusing on three actions: Building a digital twin community for discussion and exchange, offering multi-stage training for various knowledge levels, and implementing realworld use cases for deeper insights and guidance. In this work, we focus on creating a flexible learning platform that allows the user to select a training path adjusted to personal knowledge and needs. Therefore, a mix of basic and advanced modules is created and expanded by individual feedback options. The usage of personas supports the selection of the appropriate modules.},
  language  = {en}
}
@inproceedings{UlmerBraunWollert2021,
  author    = {Ulmer, Jessica and Braun, Sebastian and Wollert, J{\"o}rg},
  title     = {Adaptive VR-Produktionsumgebungen f{\"u}r Evaluations- und Schulungst{\"a}tigkeiten},
  series = {Automation 2021: Navigating towards resilient Production},
  booktitle = {Automation 2021: Navigating towards resilient Production},
  publisher = {VDI},
  address   = {D{\"u}sseldorf},
  isbn      = {978-3-18-092392-5},
  issn      = {0083-5560},
  doi       = {10.51202/9783181023921-55},
  pages     = {55 -- 64},
  year      = {2021},
  abstract  = {Industrie 4.0 stellt viele Herausforderungen an produzierende Unternehmen und ihre Besch{\"a}f-tigten. Innovative und effektive Trainingsstrategien sind erforderlich, um mit den sich schnell ver{\"a}ndernden Produktionsumgebungen und neuen Fertigungstechnologien Schritt halten zu k{\"o}nnen. Virtual Reality (VR) bietet neue M{\"o}glichkeiten f{\"u}r On-the-Job, On-Demand- und Off-Premise-Schulungen. Diese Arbeit stellt ein neues VR Schulungssystem vor, welches sich flexible an unterschiedliche Trainingsobjekte auf Grundlage von Rezepten und CAD Modellen anpassen l{\"a}sst. Das Konzept basiert auf gerichteten azyklischen Graphen und einem Level-system. Es erm{\"o}glicht eine benutzerindividuelle Lerngeschwindigkeit mittels visueller Ele-mente. Das Konzept wurde f{\"u}r einen mechanischen Anwendungsfall mit Industriekomponen-ten implementiert und in der Industrie 4.0-Modellfabrik der FH Aachen umgesetzt.},
  language  = {de}
}
@article{KemptFreyerNagel2022,
  author    = {Kempt, Hendrik and Freyer, Nils and Nagel, Saskia K.},
  title     = {Justice and the normative standards of explainability in healthcare},
  series = {Philosophy \& Technology},
  volume    = {35},
  journal   = {Philosophy \& Technology},
  number    = {Article number: 100},
  publisher = {Springer Nature},
  address   = {Berlin},
  doi       = {10.1007/s13347-022-00598-0},
  pages     = {1 -- 19},
  year      = {2022},
  abstract  = {Providing healthcare services frequently involves cognitively demanding tasks, including diagnoses and analyses as well as complex decisions about treatments and therapy. From a global perspective, ethically significant inequalities exist between regions where the expert knowledge required for these tasks is scarce or abundant. One possible strategy to diminish such inequalities and increase healthcare opportunities in expert-scarce settings is to provide healthcare solutions involving digital technologies that do not necessarily require the presence of a human expert, e.g., in the form of artificial intelligent decision-support systems (AI-DSS). Such algorithmic decision-making, however, is mostly developed in resource- and expert-abundant settings to support healthcare experts in their work. As a practical consequence, the normative standards and requirements for such algorithmic decision-making in healthcare require the technology to be at least as explainable as the decisions made by the experts themselves. The goal of providing healthcare in settings where resources and expertise are scarce might come with a normative pull to lower the normative standards of using digital technologies in order to provide at least some healthcare in the first place. We scrutinize this tendency to lower standards in particular settings from a normative perspective, distinguish between different types of absolute and relative, local and global standards of explainability, and conclude by defending an ambitious and practicable standard of local relative explainability.},
  language  = {en}
}
@inproceedings{FreyerThewesMeinecke2023,
  author    = {Freyer, Nils and Thewes, Dustin and Meinecke, Matthias},
  title     = {GUIDO: a hybrid approach to guideline discovery \& ordering from natural language texts},
  series = {Proceedings of the 12th International Conference on Data Science, Technology and Applications DATA - Volume 1},
  booktitle = {Proceedings of the 12th International Conference on Data Science, Technology and Applications DATA - Volume 1},
  editor    = {Gusikhin, Oleg and Hammoudi, Slimane and Cuzzocrea, Alfredo},
  isbn      = {978-989-758-664-4},
  issn      = {2184-285X},
  doi       = {10.5220/0012084400003541},
  pages     = {335 -- 342},
  year      = {2023},
  abstract  = {Extracting workflow nets from textual descriptions can be used to simplify guidelines or formalize textual descriptions of formal processes like business processes and algorithms. The task of manually extracting processes, however, requires domain expertise and effort. While automatic process model extraction is desirable, annotating texts with formalized process models is expensive. Therefore, there are only a few machine-learning-based extraction approaches. Rule-based approaches, in turn, require domain specificity to work well and can rarely distinguish relevant and irrelevant information in textual descriptions. In this paper, we present GUIDO, a hybrid approach to the process model extraction task that first, classifies sentences regarding their relevance to the process model, using a BERT-based sentence classifier, and second, extracts a process model from the sentences classified as relevant, using dependency parsing. The presented approach achieves significantly better resul ts than a pure rule-based approach. GUIDO achieves an average behavioral similarity score of 0.93. Still, in comparison to purely machine-learning-based approaches, the annotation costs stay low.},
  language  = {en}
}
@inproceedings{KloeserBuesgenKohletal.2023,
  author    = {Kl{\"o}ser, Lars and B{\"u}sgen, Andr{\´e} and Kohl, Philipp and Kraft, Bodo and Z{\"u}ndorf, Albert},
  title     = {Explaining relation classification models with semantic extents},
  series = {Deep Learning Theory and Applications},
  booktitle = {Deep Learning Theory and Applications},
  editor    = {Conte, Donatello and Fred, Ana and Gusikhin, Oleg and Sansone, Carlo},
  publisher = {Springer},
  address   = {Cham},
  isbn      = {978-3-031-39058-6 (Print)},
  doi       = {10.1007/978-3-031-39059-3_13},
  pages     = {189 -- 208},
  year      = {2023},
  abstract  = {In recent years, the development of large pretrained language models, such as BERT and GPT, significantly improved information extraction systems on various tasks, including relation classification. State-of-the-art systems are highly accurate on scientific benchmarks. A lack of explainability is currently a complicating factor in many real-world applications. Comprehensible systems are necessary to prevent biased, counterintuitive, or harmful decisions. We introduce semantic extents, a concept to analyze decision patterns for the relation classification task. Semantic extents are the most influential parts of texts concerning classification decisions. Our definition allows similar procedures to determine semantic extents for humans and models. We provide an annotation tool and a software framework to determine semantic extents for humans and models conveniently and reproducibly. Comparing both reveals that models tend to learn shortcut patterns from data. These patterns are hard to detect with current interpretability methods, such as input reductions. Our approach can help detect and eliminate spurious decision patterns during model development. Semantic extents can increase the reliability and security of natural language processing systems. Semantic extents are an essential step in enabling applications in critical areas like healthcare or finance. Moreover, our work opens new research directions for developing methods to explain deep learning models.},
  language  = {en}
}
@unpublished{GreinerJerominSitholeetal.2023,
  author    = {Greiner, Lasse and Jeromin, G{\"u}nter Erich and Sithole, Patience and Petersen, Soenke},
  title     = {Preprint: Studies on the enzymatic reduction of levulinic acid using Chiralidon-R and Chiralidon-S},
  series = {ChemRxiv},
  journal   = {ChemRxiv},
  doi       = {10.26434/chemrxiv-2023-jlvcv},
  pages     = {13 Seiten},
  year      = {2023},
  abstract  = {The enzymatic reduction of levulinic acid by the chiral catalysts Chiralidon-R and Chiralidon-S which are commercially available superabsorbed alcohol dehydrogenases is described. The Chiralidon®-R/S reduces the levulinic acid to the (R,S)-4-hydroxy valeric acid and the (R)- or (S)- gamma-valerolactone.},
  language  = {en}
}
@article{ChengWollertChenetal.2023,
  author    = {Cheng, Chi-Tsun and Wollert, J{\"o}rg and Chen, Xi and Fapojuwo, Abraham O.},
  title     = {Guest Editorial : Circuits and Systems for Industry X.0 Applications},
  series = {IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
  volume    = {13},
  journal   = {IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
  edition   = {2},
  publisher = {IEEE},
  address   = {New York},
  issn      = {2156-3357 (Print)},
  doi       = {10.1109/JETCAS.2023.3278843},
  pages     = {457 -- 460},
  year      = {2023},
  language  = {en}
}
@techreport{GoellBraunsteinAlbracht2021,
  author    = {G{\"o}ll, Fabian and Braunstein, Bj{\"o}rn and Albracht, Kirsten},
  title     = {Lernende roboterassistierte Systeme f{\"u}r das neuromuskul{\"a}re Training - RoSylerNT; Teilvorhaben: Entwicklung eines neuromuskuloskelettalen Modells als Basis f{\"u}r die Interaktionsf{\"a}higkeiten autonomer Assistenzsysteme},
  publisher = {Deutsche Sporthochschule K{\"o}ln},
  address   = {K{\"o}ln},
  doi       = {10.2314/KXP:1855318741},
  pages     = {14 Seiten},
  year      = {2021},
  language  = {de}
}
@misc{OPUS4-10860,
  title     = {Ordnung zur {\"A}nderung der Ordnung zur Regelung der Einstellung des Bachelorstudiengangs Bauingenieurwesen - Netzingenieur (7-semestrig) und des dualen Bachelorstudiengangs Bauingenieurwesen - Netzingenieur (9-semestrig) im Fachbereich Bauingeieurwesen an der Fachhochschule Aachen},
  organization    = {FH Aachen},
  pages     = {2 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10861,
  title     = {2. Ordnung zur {\"A}nderung der Studien- und Pr{\"u}fungsordnung f{\"u}r den Masterstudiengang Bauingenieurwesen - Abschluss Master of Engineering - im Fachbereich Bauingenieurwesen an der Fachhochschule Aachen},
  organization    = {FH Aachen},
  pages     = {2 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10862,
  title     = {Ordnung zur {\"A}nderung der Ordnung zur Aufhebung der Studien- und Pr{\"u}fungsordnung f{\"u}r den Masterstudiengang „Bauingenieurwesen" vom 10. Dezember 2012 (FH-Mitteilung Nr. 129/2012) in der Fassung der Bekanntmachung der {\"A}nderungsordnungen vom 30. Mai 2017 (FH-Mitteilung Nr. 58/2017) an der Fachhochschule Aachen},
  organization    = {FH Aachen},
  pages     = {2 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10863,
  title     = {2. Ordnung zur {\"A}nderung der Studien- und Pr{\"u}fungsordnung f{\"u}r den Masterstudiengang Facility Management - Abschluss Master of Engineering - im Fachbereich Bauingenieurwesen an der Fachhochschule Aachen},
  organization    = {FH Aachen},
  pages     = {2 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10864,
  title     = {Ordnung zur {\"A}nderung der Ordnung zur Aufhebung der Studien- und Pr{\"u}fungsordnung f{\"u}r den Masterstudiengang „Facility Management" vom 29. November 2012 (FH-Mitteilung Nr. 127/2012) in der Fassung der Bekanntmachung der {\"A}nderungsordnungen vom 3. Februar 2016 (FH-Mitteilung Nr. 10/2016) an der Fachhochschule Aachen},
  organization    = {FH Aachen},
  pages     = {2 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10865,
  title     = {Studien- und Pr{\"u}fungsordnung f{\"u}r den Bachelorstudiengang Bauingenieurwesen (7-semestrig), Bachelorstudiengang Bauingenieurwesen mit Praxissemester (8-semestrig) und Bachelorstudiengang Bauingenieurwesen mit Auslandssemester (8-semestrig) Abschluss Bachelor of Engineering},
  organization    = {FH Aachen},
  pages     = {26 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10901,
  title     = {Pr{\"u}fungsordnung f{\"u}r die Bachelorstudieng{\"a}nge „Elektrotechnik" und „Elektrotechnik mit Praxissemester" im Fachbereich Energietechnik an der FH Aachen : vom 10. Oktober 2019},
  organization    = {FH Aachen},
  pages     = {12 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10902,
  title     = {Ordnung zur {\"A}nderung der Gesamtpr{\"u}fungsordnung f{\"u}r den Bachelorstudiengang „Elektrotechnik mit Orientierungssemester" an der Fachhochschule Aachen und der RWTH Aachen : vom 10. Oktober 2019},
  organization    = {FH Aachen},
  pages     = {4 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10903,
  title     = {Gesamtpr{\"u}fungsordnung f{\"u}r den Bachelorstudiengang „Elektrotechnik mit Orientierungssemester" an der Fachhochschule Aachen und der RWTH Aachen : vom 21. November 2018 - FH-Mitteilung Nr. 165/2018 in der Fassung der Bekanntmachung der {\"A}nderungsordnung vom 10. Oktober 2019 - FH-Mitteilung Nr. 100/2019 (Nichtamtliche lesbare Fassung)},
  organization    = {FH Aachen},
  pages     = {7 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10904,
  title     = {2. Ordnung zur {\"A}nderung der Pr{\"u}fungsordnung f{\"u}r den Masterstudiengang „Wirtschaftsingenieurwesen" an der Fachhochschule Aachen : vom 14. Oktober 2019},
  organization    = {FH Aachen},
  pages     = {2 Seiten},
  year      = {2019},
  language  = {de}
}
@misc{OPUS4-10905,
  title     = {Pr{\"u}fungsordnung f{\"u}r den Masterstudiengang „Wirtschaftsingenieurwesen" an der Fachhochschule Aachen : vom 11. Dezember 2014 - FH-Mitteilung Nr. 152/2014 in der Fassung der bekanntmachung der {\"A}nderungsordnung vom 14. Oktober 2019 - FH-Mitteilung Nr. 102/2019 (Nichtamtliche lesbare Fassung)},
  organization    = {FH Aachen},
  pages     = {6 Seiten},
  year      = {2019},
  language  = {de}
}
@article{Timme2023,
  author    = {Timme, Michael},
  title     = {Bauliche Ver{\"a}nderungen durch Wohnungseigent{\"u}mer und die Zustimmung der Gemeinschaft : Zugleich eine Besprechung des BGH, Urt. v. 17.3.2023 - V ZR 140/22, MDR 2023, 619},
  series = {Monatsschrift f{\"u}r Deutsches Recht},
  volume    = {77},
  journal   = {Monatsschrift f{\"u}r Deutsches Recht},
  number    = {13},
  publisher = {Verlag Dr. Otto Schmidt},
  address   = {K{\"o}ln},
  issn      = {2194-4202 (online)},
  pages     = {815 -- 818},
  year      = {2023},
  abstract  = {Durch das WEMoG (Gesetz v. 16.10.2020, BGBl. I 2187) hat der Gesetzgeber die Regelung des \S 20 WEG eingef{\"u}hrt. Demnach ist auch f{\"u}r bauliche Ver{\"a}nderungen an R{\"a}umen und Fl{\"a}chen, die einem Sondernutzungsrecht unterliegen, die Zustimmung der Gemeinschaft notwendig. Der BGH hat nun mit Urt. v. 17.3.2023 -V ZR 140/22, MDR 2023, 619 deutlich gemacht, dass bei Fehlen eines entsprechenden Beschlusses, die bauliche Ver{\"a}nderung durch einen einzelnen Wohnungseigent{\"u}mer nicht vorgenommen werden darf, sondern eine rechtswidrige Eigentumsbeeintr{\"a}chtigung darstellt. Der folgende Beitrag nimmt die Entscheidung zum Anlass, um die neue Rechtslage durch \S 20 WEG eingehend zu erl{\"a}utern. Gleichzeitig werden die Folgen der aktuellen Entscheidung n{\"a}her dargestellt.},
  language  = {de}
}