@inproceedings{LierMartinekStammingeretal., author = {Lier, Alexander and Martinek, Magdalena and Stamminger, Marc and Selgrad, Kai}, title = {A High-Resolution Compression Scheme for Ray Tracing Subdivision Surfaces with Displacement}, series = {Proceedings of the ACM on Computer Graphics and Interactive Techniques}, volume = {1}, booktitle = {Proceedings of the ACM on Computer Graphics and Interactive Techniques}, number = {2}, publisher = {The Association for Computers in Mathematics and Science Teaching}, doi = {10.1145/3233308}, pages = {1 -- 17}, abstract = {Subdivision surfaces, especially with displacement, are one of the key modeling primitives used in high-quality rendering environments, such as, e.g., movie production. While their use easily maps to rasterization-based frameworks, they pose a significant challenge for ray tracing environments. This is due to the fact that incoherent access patterns require storing or caching fully tessellated and displaced meshes for efficient intersection computations. In this paper we use a two-tier hierarchy built on a scene's patches. It relies on compressed and quantized bounding volumes on the second tier to reduce the size of the BVH itself. Based on this acceleration structure, we propose a quantized, compact approximation for leaf nodes while being faithful to the underlying patch-geometry. We build on recent advances and present a system that shows competitive performance regarding run-time speed, which is close to full-resolution pre-tessellation methods as well as to previous compression approaches. Ultimately, we provide strong compression of up to a factor of 5: 1 compared to state-of-the-art methods while maintaining high geometrical fidelity surpassing similarly compact approximations and getting close to uncompressed geometry.}, language = {en} } @article{BaryWestnerStrahringer2019, author = {Bary, Benedikt von and Westner, Markus and Strahringer, Susanne}, title = {How decision maker's personal preferences influence the decision to backsource IT services}, series = {Journal of Information Technology Management (JITM)}, volume = {30}, journal = {Journal of Information Technology Management (JITM)}, number = {3}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-233}, pages = {1 -- 22}, year = {2019}, abstract = {To prepare their IT landscape for future business challenges, companies are changing their IT sourcing arrangements by using selective sourcing approaches as well as multi-sourcing with more but smaller sourcing contracts. Companies therefore have to reconsider and re-evaluate their IT sourcing setup more frequently. Collecting data from 251 global experts, we empirically tested the effect of service quality, relationship quality, and switching costs on IT sourcing decisions using partial least squares (PLS) analysis. Drawing on previously conducted expert interviews, our model extends previous studies and introduces a decision maker's sourcing preferences as a not yet examined moderator on IT sourcing decisions. This allows us to investigate the influence of the decision maker's beliefs on the decision process. We were able to confirm the negative effect of switching costs on a decision in favor of backsourcing, however we could not find significant support for the remaining hypotheses. We further discuss potential reasons for our findings and suggest future research opportunities based on our contribution.}, subject = {Outsourcing}, language = {en} } @inproceedings{BockWeiss, author = {Bock, Sebastian and Weiß, Martin Georg}, title = {Non-Convergence and Limit Cycles in the Adam Optimizer}, series = {Proceedings of the 28th International Conference on Artificial Neural Networks, 2019, Munich, Germany, September 17-19}, booktitle = {Proceedings of the 28th International Conference on Artificial Neural Networks, 2019, Munich, Germany, September 17-19}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-490}, pages = {232 -- 243}, abstract = {One of the most popular training algorithms for deep neural networks is the Adaptive Moment Estimation (Adam) introduced by Kingma and Ba. Despite its success in many applications there is no satisfactory convergence analysis: only local convergence can be shown for batch mode under some restrictions on the hyperparameters, counterexamples exist for incremental mode. Recent results show that for simple quadratic objective functions limit cycles of period 2 exist in batch mode, but only for atypical hyperparameters, and only for the algorithm without bias correction. We extend the convergence analysis to all choices of the hyperparameters for quadratic functions. This finally answers the question of convergence for Adam in batch mode to the negative. We analyze the stability of these limit cycles and relate our analysis to other results where approximate convergence was shown, but under the additional assumption of bounded gradients which does not apply to quadratic functions. The investigation heavily relies on the use of computer algebra due to the complexity of the equations.}, subject = {Neuronales Netz}, language = {en} } @inproceedings{StrasserWestner, author = {Strasser, Artur and Westner, Markus}, title = {Knowledge Transfer in IS Offshoring}, series = {Proceedings of the 19th Pacific Asia Conference on Information Systems (PACIS 2015) Singapore, July 5-9}, booktitle = {Proceedings of the 19th Pacific Asia Conference on Information Systems (PACIS 2015) Singapore, July 5-9}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-835}, pages = {1 -- 15}, abstract = {IS offshoring research regarding knowledge transfer processes, roles involved, as well as influencing factors is characterized by its diverse and heterogeneous nature. Covering the last fifteen years of IS offshoring research, this paper provides a consolidated view of the field of study. It presents a generic knowledge transfer process consisting of four stages and five milestones. These stages are characterized and evaluated according to their relevance for knowledge transfer, the types of knowledge transferred, the main activities and methods for transfer and testing, as well as the goals pursued. Furthermore, we aggregate the diverse literature findings relating to individuals who facilitate knowledge transfer processes into a general role. We label this role "offshore coordinator" and present its core tasks and necessary skills. In addition, we identify and cluster core factors that influence success or failure of knowledge transfer. In summary, our study answers calls to discontinue with empirically derived definitions in favor of theory-based conceptualization of the IS offshoring research field with respect to knowledge transfer processes, roles, and success factors. Future studies can build on these results and examine questions with respect to particular characteristics of knowledge transfer processes and their influencing success and failure factors.}, subject = {Betriebliches Informationssystem}, language = {en} } @inproceedings{BockWeiss, author = {Bock, Sebastian and Weiß, Martin Georg}, title = {A Proof of Local Convergence for the Adam Optimizer}, series = {Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN), 2019, Budapest, Hungary, July 14-19}, volume = {2019}, booktitle = {Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN), 2019, Budapest, Hungary, July 14-19}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-501}, pages = {1 -- 8}, abstract = {Adaptive Moment Estimation (Adam) is a very popular training algorithm for deep neural networks, implemented in many machine learning frameworks. To the best of the authors knowledge no complete convergence analysis exists for Adam. The contribution of this paper is a method for the local convergence analysis in batch mode for a deterministic fixed training set, which gives necessary conditions for the hyperparameters of the Adam algorithm. Due to the local nature of the arguments the objective function can be non-convex but must be at least twice continuously differentiable.}, subject = {Neuronales Netz}, language = {en} } @article{KoenningStrahringerWestner, author = {K{\"o}nning, Michael and Strahringer, Susanne and Westner, Markus}, title = {Unraveling the impact of cultural distance on IT outsourcing success}, series = {Journal of Enterprise Information Management}, volume = {34}, journal = {Journal of Enterprise Information Management}, number = {3}, publisher = {Emerald}, doi = {10.1108/JEIM-06-2019-0151}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-8708}, pages = {811 -- 837}, abstract = {PURPOSE IT outsourcing (ITO) has developed into an established practice for organizations but the interorganizational and oftentimes international collaboration it involves comes at a price: Reports from academia and practice suggest that more than 25\% of all ITO projects fail, many because of cultural differences between client and provider organizations. Against this background, this paper analyzes the complex nature of cultural distance and its multi-faceted effect on ITO success. DESIGN/METHODOLOGY/APPROACH This paper builds upon extant literature on culture on the national, organizational and team level, conceptualizes its effect on relationship quality and ITO success, and hypothesizes a model on potential moderators and management techniques to offset culture-induced challenges. It then evaluates and refines the model by means of an interpretive qualitative research design for an in-depth single-case study of ProSiebenSat.1 Media SE (P7S1), a leading European media company that reconfigured its IT sourcing model three times in 10 years. FINDINGS The results from interviews with top managers from client and provider organizations represent one of the first integrated views on the critical importance of cultural compatibility on multiple levels, provide manifold examples for its complex effect on ITO success, as well as moderators and potential management techniques to promote ITO success. RESEARCH LIMITATIONS/IMPLICATIONS This paper contributes relevant empirical insights to the growing body of literature on culture and its underestimated role in ITO success. It builds on tentative theory that is confirmed and refined. PRACTICAL IMPLICATIONS The paper helps in substantiating the complex and intangible nature of culture and demonstrates means for its effective management. ORIGINALITY/VALUE The results from interviews with top managers from client and provider organizations represent one of the first integrated views on the critical importance of cultural compatibility on multiple levels, provide manifold examples for its complex effect on ITO success, as well as moderators and potential management techniques to promote ITO success.}, language = {en} } @article{SchoenbergerScherzingerMauerer, author = {Sch{\"o}nberger, Manuel and Scherzinger, Stefanie and Mauerer, Wolfgang}, title = {Ready to Leap (by Co-Design)? Join Order Optimisation on Quantum Hardware}, series = {Proceedings of the ACM on Management of Data, PACMMOD}, volume = {1}, journal = {Proceedings of the ACM on Management of Data, PACMMOD}, number = {1}, publisher = {ACM}, address = {New York, NY,}, doi = {10.1145/3588946}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-56634}, pages = {1 -- 27}, abstract = {The prospect of achieving computational speedups by exploiting quantum phenomena makes the use of quantum processing units (QPUs) attractive for many algorithmic database problems. Query optimisation, which concerns problems that typically need to explore large search spaces, seems like an ideal match for the known quantum algorithms. We present the first quantum implementation of join ordering, which is one of the most investigated and fundamental query optimisation problems, based on a reformulation to quadratic binary unconstrained optimisation problems. We empirically characterise our method on two state-of-the-art approaches (gate-based quantum computing and quantum annealing), and identify speed-ups compared to the best know classical join ordering approaches for input sizes that can be processed with current quantum annealers. However, we also confirm that limits of early-stage technology are quickly reached. Current QPUs are classified as noisy, intermediate scale quantum computers (NISQ), and are restricted by a variety of limitations that reduce their capabilities as compared to ideal future quantum computers, which prevents us from scaling up problem dimensions and reaching practical utility. To overcome these challenges, our formulation accounts for specific QPU properties and limitations, and allows us to trade between achievable solution quality and possible problem size. In contrast to all prior work on quantum computing for query optimisation and database-related challenges, we go beyond currently available QPUs, and explicitly target the scalability limitations: Using insights gained from numerical simulations and our experimental analysis, we identify key criteria for co-designing QPUs to improve their usefulness for join ordering, and show how even relatively minor physical architectural improvements can result in substantial enhancements. Finally, we outline a path towards practical utility of custom-designed QPUs.}, language = {en} } @unpublished{Steffens, author = {Steffens, Oliver}, title = {Leibniz, Llull and the Logic of Truth: Precursors of Artificial Intelligence}, address = {Regensburg}, doi = {10.13140/RG.2.2.28425.06243}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-58399}, pages = {10}, abstract = {Mankind has always been confronted with limited knowledge about Nature and many people devoted their lives and intellects to the very question: How to gain knowledge, confirm ideas and theories, and understand the world we live in? Religion was one fundamental base for explanations and existential questions. Philosophy and Science were the other. Nowadays, science and technology dominate our daily lives, religion and metaphysics have lost their former dominance, while our thoughts and factual knowledge are increasingly governed by the digitised versions of conversation and discussion, filtered and guided by the algorithms of social networks. Today, "artificial intelligence" is a phenomenon in information technology which takes over everyday routines. A new ideal, a new promise, and at the same time used as a stratagem by political and economic systems to guide and manipulate our thinking, values, and behaviour. But nothing is so new that one could not find its precursors in earlier times. Science and mathematics has kindled many brilliant ideas. Can we describe the world by numbers, find truth and explanation in mathematical structures? This essay is devoted to early ideas by the medieval philosopher Ram{\´o}n Llull, the great rationalist G.W. Leibniz, and early approaches to combinations, number theory. and information processing. Llull's thinking machine and subsequent endeavours to find methods of mechanical reasoning and inference paved the way to modern-day concepts of artificial intelligence.}, language = {en} } @article{KaessStrahringerWestner, author = {K{\"a}ss, Sebastian and Strahringer, Susanne and Westner, Markus}, title = {Practitioners' Perceptions on the Adoption of Low Code Development Platforms}, series = {IEEE Access}, journal = {IEEE Access}, publisher = {IEEE}, issn = {2169-3536}, doi = {10.1109/ACCESS.2023.3258539}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-59170}, pages = {30}, abstract = {Organizations are under increasing pressure to develop applications within budget and time at high quality. Therefore, multiple organizations adopt Low Code Development Platforms (LCDP) to develop applications faster and cheaper compared to traditional application development. However, current research on LCDP adoption lacks empirical grounding as well as a deeper understanding of the importance of adoption drivers and inhibitors. We conducted semi-structured interviews and a Delphi study with seventeen experts to address these gaps. As a result, we identified twelve drivers and nineteen inhibitors for adopting LCDPs. We show that the experts have a consensus on the most and the least important drivers and inhibitors for LCDP adoption. Yet, the ranking of the drivers and inhibitors between the most and least important is highly context dependent. For some drivers and inhibitors, the experts' ranking is similar to academic literature, whereas, for others, it differs. In conclusion, the study at hand empirically validates drivers and inhibitors for LCDP adoption, adds six new drivers and six new inhibitors to the body of knowledge, and analyses the importance of these factors.}, language = {en} } @misc{Grossmann, type = {Master Thesis}, author = {Großmann, Christoph}, title = {Extending SQL for Machine Learning}, address = {Regensburg}, doi = {10.35096/othr/pub-6059}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-60595}, school = {Ostbayerische Technische Hochschule Regensburg}, pages = {92}, abstract = {As machine learning becomes ever more popular, the question of how to enable it on ever more platforms becomes more important. This thesis explores the extension of SQL and extension databases for machine learning. For this purpose, a framework for extending the Exasol database for machine learning is created. This framework uses the existing support for scripting languages and the in-database file system of the Exasol database to integrate existing machine-learning libraries into SQL. Currently, only Scikit-Learn was integrated. The focuses of our framework are simplicity, usability, smooth integration in SQL, and expressive power, while runtime efficiency and speed are only secondary focuses. Further benefits of the framework are reduction of communication overhead, increased data security, simplification of data synchronization, and the usage of core database strengths. Compared to other in-database machine learning approaches, Apache MADlib and Oracle Machine Learning, our framework most likely has inferior speed and efficiency, while having the advantage of using well-integrated and tested libraries. This thesis also provides an overview of related work on extending SQL and databases for machine learning. Furthermore, future directions for our framework are discussed. The created framework is freely available at https://github.com/christoph-grossmann/Exasol_DB_ML_Framework.}, subject = {Maschinelles Lernen}, language = {en} } @inproceedings{StadlerHofmeisterDuennweber, author = {Stadler, Timo and Hofmeister, Simon and D{\"u}nnweber, Jan}, title = {A Method for the Optimized Placement of Bus Stops Based on Voronoi Diagrams}, series = {Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS55): January 3-7, 2022, Maui, Hawaii, USA}, booktitle = {Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS55): January 3-7, 2022, Maui, Hawaii, USA}, doi = {10.24251/HICSS.2022.694}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-21214}, pages = {5686 -- 5694}, abstract = {In this paper a new method for placing bus stops is presented. The method is suitable for permanently installed new bus stops and temporarily chosen collection points for call busses as well. Moreover, our implementation of the Voronoi algorithm chooses new locations for bus stops in such a way that more bus stops are set in densely populated areas and less in less populated areas. To achieve this goal, a corresponding weighting is applied to each possible placement point, based on the number of inhabitants around this point and the points of interest, such as medical centers and department stores around this point. Using the area of Roding, a small town in Bavaria, for a case study, we show that our method is especially suitable for for rural areas, where there are few multi-family houses or apartment blocks and the area is not densely populated.}, language = {en} } @article{MaierSchlattlGuessetal., author = {Maier, Robert and Schlattl, Andreas and Guess, Thomas and Mottok, J{\"u}rgen}, title = {CausalOps - Towards an industrial lifecycle for causal probabilistic graphical models}, series = {Information and Software Technology}, journal = {Information and Software Technology}, publisher = {Elsevier}, issn = {0950-5849}, doi = {10.1016/j.infsof.2024.107520}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-73350}, abstract = {Context: Causal probabilistic graph-based models have gained widespread utility, enabling the modeling of cause-and-effect relationships across diverse domains. With their rising adoption in new areas, such as safety analysis of complex systems, software engineering, and machine learning, the need for an integrated lifecycle framework akin to DevOps and MLOps has emerged. Currently, such a reference for organizations interested in employing causal engineering is missing. This lack of guidance hinders the incorporation and maturation of causal methods in the context of real-life applications. Objective: This work contextualizes causal model usage across different stages and stakeholders and outlines a holistic view of creating and maintaining them within the process landscape of an organization. Method: A novel lifecycle framework for causal model development and application called CausalOps is proposed. By defining key entities, dependencies, and intermediate artifacts generated during causal engineering, a consistent vocabulary and workflow model to guide organizations in adopting causal methods are established. Results: Based on the early adoption of the discussed methodology to a real-life problem within the automotive domain, an experience report underlining the practicability and challenges of the proposed approach is discussed. Conclusion: It is concluded that besides current technical advancements in various aspects of causal engineering, an overarching lifecycle framework that integrates these methods into organizational practices is missing. Although diverse skills from adjacent disciplines are widely available, guidance on how to transfer these assets into causality-driven practices still need to be addressed in the published literature. CausalOps' aim is to set a baseline for the adoption of causal methods in practical applications within interested organizations and the causality community.}, language = {en} } @inproceedings{StauferHauserEzeretal., author = {Staufer, Susanne and Hauser, Florian and Ezer, Timur and Grabinger, Lisa and Nadimpalli, Vamsi Krishna and R{\"o}hrl, Simon and Bugert, Flemming and Bittner, Dominik and Mottok, J{\"u}rgen}, title = {EVALUATION OF THE LEARNING MANAGEMENT SYSTEM PYTHIA}, series = {EDULEARN Proceedings: 16th International Conference on Education and New Learning Technologies, Palma, Spain. 1-3 July, 2024}, booktitle = {EDULEARN Proceedings: 16th International Conference on Education and New Learning Technologies, Palma, Spain. 1-3 July, 2024}, publisher = {IATED}, issn = {2340-1117}, doi = {10.21125/edulearn.2024.2189}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-73474}, pages = {9089 -- 9098}, abstract = {Learning management systems gain importance due to the Corona pandemic. To personalize such a learning management system, a Moodle adaption named Pythia was created. Pythia is implemented as a Moodle plugin solution. The possibility of generating learning paths with various algorithms and the change of the graphical user interface is significant. Learning paths are generated with two different algorithms. Nestor algorithm generates learning paths with a Bayesian network, while Tyche algorithm uses a Markov model. The graphical user interface is adapted to the generated learning paths where learning element symbols are customized and the individual learning paths are depicted. This paper presents the results of a qualitative survey among German students with the aim of evaluating the first version of the learning management system Pythia. 25 students took the subject "Software Engineering for Safe and Secure Systems" in the winter term of 2023/24. The 68 asked questions focus on usage behavior, graphical user interface, usability, preferences, volume, and quality of learning elements, and learning paths. Our Moodle course for the lecture contains seven sections, each section has minimum one subsection on which the learning path is calculated. Last three sections are designed by presenting minimum one learning element of each learning element category except the collaboration tool. In a previous work, ten learning element categories were designed and evaluated comprising manuscript, brief overview, learning goal, quiz, exercise, summary, three types of additional material, and collaboration tool. The first sections are left as they are initially designed by the lecturer (normal section). The survey considers the difference between normal sections and diverse sections. Furthermore, the generated learning paths are evaluated. 13 students undertook Nestor learning paths, whereas 12 undertook Tyche learning paths. The results suggest that for the majority of students, the learning element symbols are well-chosen. Moreover, all students wish the elements relevant to the exam to be labelled. 23 students are overwhelmed by the number of learning elements in the last sections of the Moodle course. In the future, some suggestions will be implemented such as the labelling of exam relevant learning elements. To overcome the overload of learning elements, a strategy could be developed like hiding learning elements not preferred by the learning path algorithm.}, language = {en} } @inproceedings{HantschWestner, author = {Hantsch, Carolin and Westner, Markus}, title = {Governance of IT/OT Convergence: A Review of Academic and Practitioner Literature}, series = {16th Mediterranean Conference on Information Systems (MCIS) 2024, Proceedings, October 3rd to 5th, 2024, Porto, Portugal}, booktitle = {16th Mediterranean Conference on Information Systems (MCIS) 2024, Proceedings, October 3rd to 5th, 2024, Porto, Portugal}, publisher = {AIS eLibrary}, isbn = {978-989-33-6886-2}, doi = {10.35096/othr/pub-7833}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-78335}, pages = {16}, abstract = {The convergence, i.e., integration, of Information Technology (IT) and Operational Technology (OT) is a critical aspect of digital transformation in industries, driving efficiency, innovation, and competitive advantage. However, this integration also introduces significant challenges, particularly in governance. This paper presents a comprehensive literature review of IT/OT convergence, focusing on the governance challenges and strategies drawn from both academic and practitioner literature. The findings reveal that effective governance is crucial for successful IT/OT convergence, requiring clear definitions of roles and responsibilities, cross-functional collaboration, and a unified approach to mitigate risks and align organizational goals. Key IT/OT convergence governance strategies include establishing a Center of Excellence, adopting a risk-based approach, and fostering a culture of change. The paper highlights the need for further research to develop comprehensive governance frameworks and empirically examine the impact of governance on IT/OT convergence success. This paper provides valuable insights for both researchers and practitioners navigating the complexities of IT/OT convergence and governance in the era of Industry 4.0.}, language = {en} } @inproceedings{GrabingerMottok, author = {Grabinger, Lisa and Mottok, J{\"u}rgen}, title = {On selecting hypothesis tests for group differences}, series = {ICERI2024 Proceedings: 17th Annual International Conference of Education, Research and Innovation, 11th-13th November 2024, Seville, Spain}, booktitle = {ICERI2024 Proceedings: 17th Annual International Conference of Education, Research and Innovation, 11th-13th November 2024, Seville, Spain}, publisher = {IATED}, doi = {10.21125/iceri.2024.0272}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-78200}, pages = {702 -- 712}, abstract = {Deciding on the right method of analyzing empirical research data can be difficult - especially when it comes to choosing specific methods of inferential statistics, where there is often not one right way, but a variety of valid options (e.g., using an ANOVA or its non-parametric alternative for data that is not perfectly normally distributed). Novice researchers not only lack the experience to know when a particular hypothesis test is appropriate, but struggle to find suitable literature to familiarize themselves (i.e., literature that is not too superficial, yet comprehensible). With the present article we provide a remedy following the didactic method of scaffolding: We present a systematization of the most elementary inferential statistical methods, namely hypothesis tests for group differences. We start by explaining basic terms (e.g., independent variable) and then give step-by-step instructions for choosing a proper hypothesis test based on data properties, implementing it from scratch, and reporting or interpreting its results. With these practical cookbook-like guidelines, this article serves as a concise starting point for young researchers entering the field of empirical research, as a valuable resource for their instructors, and as a basis for automating statistical procedures in a software system.}, language = {en} } @inproceedings{SpaethWestner, author = {Sp{\"a}th, Carina and Westner, Markus}, title = {Challenges in Agile Transformations: A Comprehensive Review}, series = {16th Mediterranean Conference on Information Systems (MCIS) 2024, Proceedings, October 3rd to 5th, 2024, Porto, Portugal}, booktitle = {16th Mediterranean Conference on Information Systems (MCIS) 2024, Proceedings, October 3rd to 5th, 2024, Porto, Portugal}, publisher = {AIS eLibrary}, doi = {10.35096/othr/pub-7832}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-78320}, pages = {18}, abstract = {This paper investigates the challenges organizations face during agile transformations, a critical adaptation in today's fast-paced business environment. Despite the potential benefits, many companies struggle with the implementation of agile methodologies. Through a systematic literature review of recent publications, we identify and categorize 19 challenges into three main areas: people, leadership, and organisation/processes. Our findings highlight that the most significant issues arise within the 'people' category, including plan-driven thinking, lack of knowledge, and inefficient collaboration. Leadership challenges involve insufficient management support and cultural mismatches, while organisation/process-related issues encompass inadequate planning and coordination. By synthesizing these challenges, this study provides a comprehensive overview aimed at helping practitioners anticipate and mitigate potential obstacles, thereby increasing the likelihood of successful agile transformations. These insights extend existing knowledge and emphasize the need for a holistic approach to manage the people, the leadership, and the organisation/process challenges of agile transformation.}, language = {en} } @inproceedings{WestnerCuestaGorostidiGutierrezRodriguezetal., author = {Westner, Markus and Cuesta Gorostidi, Irene and Gutierrez Rodriguez, Uxue and Oyarbide-Zubillaga, Aitor and Fern{\´a}ndez Rodr{\´i}guez, Isabel}, title = {Enhancing work-based learning through the i-wobal project and its digital school of work-based learning (WBL) facilitators}, series = {17th annual International Conference of Education, Research and Innovation (ICERI2024), Seville, Spain. 11-13 November, 2024}, booktitle = {17th annual International Conference of Education, Research and Innovation (ICERI2024), Seville, Spain. 11-13 November, 2024}, publisher = {IATED}, address = {Sevilla}, isbn = {978-84-09-63010-3}, issn = {2340-1095}, doi = {10.21125/iceri.2024}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-78459}, pages = {10}, abstract = {The i-WOBAL project, supported by Erasmus+, strategically enhances work-based learning (WBL) in higher education and vocational training across Europe, with a particular focus on supporting the professional development of company and academic facilitators of students engaged in WBL environments. This initiative launches the i-WOBAL didactical guide, together with the establishment of the digital school of WBL facilitators, a digital learning space designed to translate the theoretical framework of the guide into practical, actionable strategies for facilitators. The project is the result of the coordinated work of a consortium of 7 higher education and vocational training institutions from 5 different European countries. The digital school of WBL facilitators serves as a training hub where facilitators from both academic institutions and the business sector receive specialised training to effectively guide and support students. The digital school offers a structured curriculum, including modules on relevant soft skills, to ensure that facilitators are well equipped to manage and enhance the WBL experience for students. This paper describes the curriculum and pedagogical approaches of the digital school of WBL facilitators, its role in facilitating the practical application of WBL strategies and the collaboration of the partners to bring in their unique expertise. The collaborative nature of the i-WOBAL project, involving a consortium of European educational and corporate institutions, promotes a shared culture of best practice and continuous innovation in WBL. The potential scalability of this model offers significant implications for future educational policies aimed at standardising and improving the facilitation of WBL across different educational systems and market environments.}, language = {en} } @inproceedings{SpaethWestner, author = {Sp{\"a}th, Carina and Westner, Markus}, title = {Navigating Agile Transformations}, series = {SaudiCIS 2024 Proceedings:1st Saudi Conference on Information Systems, November 19 to 21, 2024, Dhahran, Saudi Arabia}, booktitle = {SaudiCIS 2024 Proceedings:1st Saudi Conference on Information Systems, November 19 to 21, 2024, Dhahran, Saudi Arabia}, publisher = {Association for Information Systems Electronic Library}, address = {Dhahran}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-78700}, pages = {1-9}, abstract = {This study investigates how companies overcome challenges in agile transformations. Through interviews with ten experts from German companies across different industries, we identify key drivers, challenges, and success factors. Our findings reveal inefficiency, mimetic isomorphism, and competitive pressure as primary transformation drivers. We categorize challenges and solutions into people, organizational, and process-related factors, emphasizing the central role of human elements. The study presents 14 key success factors, with management involvement, commitment to agility, and strategic staffing emerging as crucial. These insights provide a framework for understanding and implementing agile transformations, offering guidance for organizations. Our results contribute to both theoretical understanding and practical application of agile methodologies in corporate settings.}, language = {en} } @article{WestnerReichenederMatschi, author = {Westner, Markus and Reicheneder, Matthias and Matschi, Markus}, title = {From Captive Centers to Global Integration}, series = {Information Resources Management Journal}, volume = {38}, journal = {Information Resources Management Journal}, number = {1}, publisher = {IGI Global}, issn = {1533-7979}, doi = {10.4018/IRMJ.373322}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-80406}, pages = {25}, abstract = {Contemporary developments in virtual work and global talent management are transforming information technology (IT) nearshoring and offshoring practices, yet research on organizational responses remains limited. Through expert interviews with 33 IT executives (76\% chief information officers) from Germany's top 500 companies, this article examines organizational models, strategies, and good practices in IT nearshoring and offshoring. It reveals a shift from traditional captive centers toward fully integrated global teams, enabling high-value task delivery and reflecting increased workforce maturity. Companies are expanding their operations driven by talent needs rather than cost savings, with success factors including employee integration and robust on-site management. This study contributes to theory and practice by providing a framework for understanding organizational models in global IT delivery and offering actionable insights for executives, emphasizing workforce integration over geographical separation.}, subject = {Offshoring}, language = {en} } @article{GrabingerHauserMottok, author = {Grabinger, Lisa and Hauser, Florian and Mottok, J{\"u}rgen}, title = {On the perception of graph layouts}, series = {Journal of Software: Evolution and Process}, journal = {Journal of Software: Evolution and Process}, publisher = {Wiley}, doi = {10.1002/smr.2599}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-62973}, abstract = {In the field of software engineering, graph-based models are used for a variety of applications. Usually, the layout of those graphs is determined at the discretion of the user. This article empirically investigates whether different layouts affect the comprehensibility or popularity of a graph and whether one can predict the perception of certain aspects in the graph using basic graphical laws from psychology (i.e., Gestalt principles). Data on three distinct layouts of one causal graph is collected from 29 subjects using eye tracking and a print questionnaire. The evaluation of the collected data suggests that the layout of a graph does matter and that the Gestalt principles are a valuable tool for assessing partial aspects of a layout.}, language = {en} } @article{ScharfHaugRitthaleretal., author = {Scharf, Anna and Haug, Sonja and Ritthaler, Markus and Raptis, Georgios}, title = {Chancen und Herausforderungen der Digitalisierung bei der Rehabilitation - Ergebnisse einer Befragung von Rehabilitationseinrichtungen}, series = {Die Rehabilitation: Zeitschrift f{\"u}r Praxis und Forschung in der Rehabilitation}, volume = {62}, journal = {Die Rehabilitation: Zeitschrift f{\"u}r Praxis und Forschung in der Rehabilitation}, number = {5}, publisher = {Thieme}, address = {Stuttgart}, doi = {10.1055/a-2123-1566}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:898-opus4-64726}, pages = {299 -- 307}, abstract = {Ziel der Studie: Ziel der Studie ist die Messung des Stands der Digitalisierung und die mit einer Anbindung an die Telematikinfrastruktur verbundenen Chancen und Herausforderungen f{\"u}r Rehabilitationseinrichtungen. Methodik: Teilstandardisierte Online-Befragung bei Tr{\"a}gern von Rehabilitationseinrichtungen in Bayern (n=33). Der Fragebogen mit 36 Fragen beinhaltet eine leicht ver{\"a}nderte Skala auf Basis des „Electronic Medical Record Adoption Model (EMRAM)". Ergebnisse: Der Digitalisierungsgrad wurde in 70 Prozent der Rehabilitationseinrichtungen mit Stufe 0 angegeben (Stufenmodell bis 7). Die {\"U}bermittlung patientenbezogener Daten (Eingang und Ausgang) erfolgt h{\"a}ufig analog, wohingegen die Verarbeitung innerhalb der Einrichtung in vielen F{\"a}llen bereits {\"u}berwiegend digital ist. Beim Anschluss an die Telematikinfrastruktur wird hoher Aufwand bei der Installation, aber auch der Schulung des Personals und der Anpassung der Arbeitsorganisation gesehen. Schlussfolgerung: Durch {\"A}nderung der gesetzlich-finanziellen Lage in Deutschland er{\"o}ffnen sich f{\"u}r Rehabilitationseinrichtungen neue M{\"o}glichkeiten einer verst{\"a}rkten Digitalisierung. H{\"u}rden h{\"a}ngen mit Anforderungen an IT-Sicherheit, Schulung des Personals und sowie dem ebenfalls geringen Digitalisierungsstand bei Krankenh{\"a}usern und {\"A}rzt*innen sowie Patient*innen zusammen, die eine digitale Daten{\"u}bermittlung erschweren.}, language = {de} }