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Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models. (B. Shishkov, Ed.). Presented at the 10th International Symposium on Business Modeling and Software Design (BMSD), Potsdam, Germany: Springer.","ieee":"C. Vorbohle, D. Szopinski, and D. Kundisch, “Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models,” vol. 391. Springer, 2020.","chicago":"Vorbohle, Christian, Daniel Szopinski, and Dennis Kundisch. “Business Model Dependencies: Towards Conceptualizing Dependencies for Extending Modeling Languages for Business Models.” Edited by B. Shishkov. Lecture Notes in Business Information Processing. Springer, 2020.","ama":"Vorbohle C, Szopinski D, Kundisch D. Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models. Shishkov B, ed. 2020;391."},"intvolume":"       391","author":[{"id":"29951","full_name":"Vorbohle, Christian","last_name":"Vorbohle","first_name":"Christian"},{"first_name":"Daniel","last_name":"Szopinski","id":"36372","full_name":"Szopinski, Daniel"},{"last_name":"Kundisch","full_name":"Kundisch, Dennis","id":"21117","first_name":"Dennis"}],"volume":391,"date_updated":"2022-01-06T06:53:09Z","conference":{"end_date":"2020-07-08","location":"Potsdam, Germany","name":"10th International Symposium on Business Modeling and Software Design (BMSD)","start_date":"2020-07-06"},"type":"conference","status":"public","editor":[{"full_name":"Shishkov, B.","last_name":"Shishkov","first_name":"B."}],"user_id":"36372","series_title":"Lecture Notes in Business Information Processing","department":[{"_id":"276"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"_id":"17368","file_date_updated":"2020-09-29T07:47:23Z","year":"2020","date_created":"2020-07-09T17:46:18Z","publisher":"Springer","title":"Business Model Dependencies: Towards conceptualizing dependencies for extending modeling languages for business models","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","access_level":"closed","file_name":"BMSD2020_Springer_BMD.pdf","file_id":"19763","file_size":293783,"creator":"dsz","date_created":"2020-09-29T07:47:23Z","date_updated":"2020-09-29T07:47:23Z"}],"language":[{"iso":"eng"}],"ddc":["040"]},{"year":"2020","title":"Model-based Product Configuration in Augmented Reality Applications","date_created":"2020-08-25T08:27:38Z","publisher":"Springer","file":[{"date_created":"2020-11-30T08:33:30Z","creator":"sego","date_updated":"2020-11-30T08:36:52Z","file_id":"20541","access_level":"open_access","file_name":"HCSE20_full.pdf","file_size":2258601,"content_type":"application/pdf","relation":"main_file"}],"abstract":[{"lang":"eng","text":"Augmented Reality (AR) has recently found high attention in mobile shopping apps such as in domains like furniture or decoration. Here, the developers of the apps focus on the positioning of atomic 3D objects in the physical environment. With this focus, they neglect the configuration of multi-faceted 3D object composition according to the user needs and environmental constraints. To tackle these challenges, we present a model-based approach to support AR-assisted product con-figuration based on the concept of Dynamic Software Product Lines. Our approach splits products (e.g. table) into parts (e.g. tabletop, ta-ble legs, funnier) with their 3D objects and additional information (e.g. name, price). The possible products, which can be configured out of these parts, are stored in a feature model. At runtime, this feature model can be used to configure 3D object compositions out of the product parts and adapt to user needs and environmental constraints. The benefits of this approach are demonstrated by a case study of configuring modular kitchens with the help of a prototypical mobile-based implementation."}],"publication":"Human-Centered Software Engineering. HCSE 2020","language":[{"iso":"eng"}],"keyword":["Product Configuration","Augmented Reality","Runtime Adaptation","Dynamic Software Product Lines"],"ddc":["000"],"intvolume":"     12481","citation":{"ama":"Gottschalk S, Yigitbas E, Schmidt E, Engels G. Model-based Product Configuration in Augmented Reality Applications. In: Bernhaupt R, Ardito C, Sauer S, eds. <i>Human-Centered Software Engineering. HCSE 2020</i>. Vol 12481. Lecture Notes in Computer Science. Cham: Springer; 2020. doi:<a href=\"https://doi.org/10.1007/978-3-030-64266-2_5\">10.1007/978-3-030-64266-2_5</a>","chicago":"Gottschalk, Sebastian, Enes Yigitbas, Eugen Schmidt, and Gregor Engels. “Model-Based Product Configuration in Augmented Reality Applications.” In <i>Human-Centered Software Engineering. 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(2020). <i>Enhancing Security by Usage of Universal One-Way Hash Functions</i>. Universität Paderborn.","bibtex":"@book{Terfort_2020, title={Enhancing Security by Usage of Universal One-Way Hash Functions}, publisher={Universität Paderborn}, author={Terfort, Tobias}, year={2020} }","short":"T. Terfort, Enhancing Security by Usage of Universal One-Way Hash Functions, Universität Paderborn, 2020.","mla":"Terfort, Tobias. <i>Enhancing Security by Usage of Universal One-Way Hash Functions</i>. Universität Paderborn, 2020.","ama":"Terfort T. <i>Enhancing Security by Usage of Universal One-Way Hash Functions</i>. Universität Paderborn; 2020.","ieee":"T. Terfort, <i>Enhancing Security by Usage of Universal One-Way Hash Functions</i>. Universität Paderborn, 2020.","chicago":"Terfort, Tobias. <i>Enhancing Security by Usage of Universal One-Way Hash Functions</i>. 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Software tools for business model innovation: Current state and future challenges. <i>Electronic Markets</i>, <i>30</i>(3), 469–494.","bibtex":"@article{Szopinski_Schoormann_John_Knackstedt_Kundisch_2020, title={Software tools for business model innovation: Current state and future challenges}, volume={30}, number={3}, journal={Electronic Markets}, author={Szopinski, Daniel and Schoormann, T. and John, Thomas and Knackstedt, R. and Kundisch, Dennis}, year={2020}, pages={469–494} }","short":"D. Szopinski, T. Schoormann, T. John, R. Knackstedt, D. 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Hypothesis-driven Adaptation of Business Models based on Product Line Engineering. In: <i>Proceedings of the 22nd IEEE International Conference on Business Informatics</i>. IEEE; 2020. doi:<a href=\"https://doi.org/10.1109/CBI49978.2020.00022\">10.1109/CBI49978.2020.00022</a>","ieee":"S. Gottschalk, F. Rittmeier, and G. Engels, “Hypothesis-driven Adaptation of Business Models based on Product Line Engineering,” in <i>Proceedings of the 22nd IEEE International Conference on Business Informatics</i>, Antwerp, 2020.","chicago":"Gottschalk, Sebastian, Florian Rittmeier, and Gregor Engels. “Hypothesis-Driven Adaptation of Business Models Based on Product Line Engineering.” In <i>Proceedings of the 22nd IEEE International Conference on Business Informatics</i>. IEEE, 2020. <a href=\"https://doi.org/10.1109/CBI49978.2020.00022\">https://doi.org/10.1109/CBI49978.2020.00022</a>.","bibtex":"@inproceedings{Gottschalk_Rittmeier_Engels_2020, title={Hypothesis-driven Adaptation of Business Models based on Product Line Engineering}, DOI={<a href=\"https://doi.org/10.1109/CBI49978.2020.00022\">10.1109/CBI49978.2020.00022</a>}, booktitle={Proceedings of the 22nd IEEE International Conference on Business Informatics}, publisher={IEEE}, author={Gottschalk, Sebastian and Rittmeier, Florian and Engels, Gregor}, year={2020} }","short":"S. Gottschalk, F. Rittmeier, G. Engels, in: Proceedings of the 22nd IEEE International Conference on Business Informatics, IEEE, 2020.","mla":"Gottschalk, Sebastian, et al. “Hypothesis-Driven Adaptation of Business Models Based on Product Line Engineering.” <i>Proceedings of the 22nd IEEE International Conference on Business Informatics</i>, IEEE, 2020, doi:<a href=\"https://doi.org/10.1109/CBI49978.2020.00022\">10.1109/CBI49978.2020.00022</a>.","apa":"Gottschalk, S., Rittmeier, F., &#38; Engels, G. (2020). Hypothesis-driven Adaptation of Business Models based on Product Line Engineering. In <i>Proceedings of the 22nd IEEE International Conference on Business Informatics</i>. Antwerp: IEEE. <a href=\"https://doi.org/10.1109/CBI49978.2020.00022\">https://doi.org/10.1109/CBI49978.2020.00022</a>"},"has_accepted_license":"1","file_date_updated":"2020-07-14T09:33:00Z","department":[{"_id":"66"}],"user_id":"47208","_id":"16933","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"status":"public","type":"conference","title":"Hypothesis-driven Adaptation of Business Models based on Product Line Engineering","date_created":"2020-05-04T12:16:54Z","publisher":"IEEE","year":"2020","language":[{"iso":"eng"}],"keyword":["Business Model Decision Line","Business Model Adaptation","Hypothesis-driven Adaptation","Software Product Line","Feature Model"],"ddc":["006"],"file":[{"file_size":569290,"file_name":"CBI.pdf","access_level":"open_access","file_id":"17383","date_updated":"2020-07-14T09:33:00Z","creator":"sego","date_created":"2020-07-14T09:33:00Z","relation":"main_file","content_type":"application/pdf"}],"abstract":[{"text":"The continuous innovation of its business models is an important task for a company to stay competitive. During this process, the company has to validate various hypotheses about its business models by adapting to uncertain and changing customer needs effectively and efficiently. This adaptation, in turn, can be supported by the concept of Software Product Lines (SPLs). SPLs reduce the time to market by deriving products for customers with changing requirements using a common set of features, structured as a feature model. Analogously, we support the process of business model adaptation by applying the engineering process of SPLs to the structure of the Business Model Canvas (BMC). We call this concept a Business Model Decision Line (BMDL). The BMDL matches business domain knowledge in the form of a feature model with customer needs to derive hypotheses about the business model together with experiments for validation. Our approach is effective by providing a comprehensive overview of possible business model adaptations and efficient by reusing experiments for different hypotheses. We implement our approach in a tool and illustrate the usefulness with an example of developing business models for a mobile application.","lang":"eng"}],"publication":"Proceedings of the 22nd IEEE International Conference on Business Informatics"},{"language":[{"iso":"eng"}],"keyword":["Hypothesis Engineering","Model-based","Customer Need Adaptation","Business Model","Product Features"],"ddc":["006"],"file":[{"file_size":267658,"file_name":"BMSD20.pdf","access_level":"open_access","file_id":"17380","date_updated":"2020-07-14T09:28:33Z","creator":"sego","date_created":"2020-07-14T09:25:30Z","relation":"main_file","content_type":"application/pdf"}],"abstract":[{"text":"To build successful products, the developers have to adapt their product features and business models to uncertain customer needs. This adaptation is part of the research discipline of Hypotheses Engineering (HE) where customer needs can be seen as hypotheses that need to be tested iteratively by conducting experiments together with the customer. So far, modeling support and associated traceability of this iterative process are missing. Both, in turn, are important to document the adaptation to the customer needs and identify experiments that provide most evidence to the customer needs. To target this issue, we introduce a model-based HE approach with a twofold contribution: First, we develop a modeling language that models hypotheses and experiments as interrelated hierarchies together with a mapping between them. While the hypotheses are labeled with a score level of their current evidence, the experiments are labeled with a score level of maximum evidence that can be achieved during conduction. Second, we provide an iterative process to determine experiments that offer the most evidence improvement to the modeled hypotheses. We illustrate the usefulness of the approach with an example of testing the business model of a mobile application.","lang":"eng"}],"publication":"Business Modeling and Software Design","title":"Model-based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer Needs","date_created":"2020-05-04T12:27:38Z","publisher":"Springer International Publishing","year":"2020","file_date_updated":"2020-07-14T09:28:33Z","department":[{"_id":"66"}],"series_title":"Lecture Notes in Business Information Processing","user_id":"47208","_id":"16934","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C5","_id":"17"}],"status":"public","editor":[{"last_name":"Shishkov","full_name":"Shishkov, Boris","first_name":"Boris"}],"type":"conference","doi":"10.1007/978-3-030-52306-0_18","conference":{"name":"10th International Symposium on Business Modeling and Software Design ","start_date":"2020-07-06","end_date":"2020-07-08","location":"Potsdam"},"volume":391,"author":[{"last_name":"Gottschalk","id":"47208","full_name":"Gottschalk, Sebastian","first_name":"Sebastian"},{"last_name":"Yigitbas","orcid":"0000-0002-5967-833X","id":"8447","full_name":"Yigitbas, Enes","first_name":"Enes"},{"last_name":"Engels","id":"107","full_name":"Engels, Gregor","first_name":"Gregor"}],"oa":"1","date_updated":"2022-01-06T06:52:59Z","intvolume":"       391","page":"276-286","citation":{"apa":"Gottschalk, S., Yigitbas, E., &#38; Engels, G. (2020). Model-based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer Needs. In B. Shishkov (Ed.), <i>Business Modeling and Software Design</i> (Vol. 391, pp. 276–286). Potsdam: Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-52306-0_18\">https://doi.org/10.1007/978-3-030-52306-0_18</a>","mla":"Gottschalk, Sebastian, et al. “Model-Based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer Needs.” <i>Business Modeling and Software Design</i>, edited by Boris Shishkov, vol. 391, Springer International Publishing, 2020, pp. 276–86, doi:<a href=\"https://doi.org/10.1007/978-3-030-52306-0_18\">10.1007/978-3-030-52306-0_18</a>.","bibtex":"@inproceedings{Gottschalk_Yigitbas_Engels_2020, series={Lecture Notes in Business Information Processing}, title={Model-based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer Needs}, volume={391}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-52306-0_18\">10.1007/978-3-030-52306-0_18</a>}, booktitle={Business Modeling and Software Design}, publisher={Springer International Publishing}, author={Gottschalk, Sebastian and Yigitbas, Enes and Engels, Gregor}, editor={Shishkov, BorisEditor}, year={2020}, pages={276–286}, collection={Lecture Notes in Business Information Processing} }","short":"S. Gottschalk, E. Yigitbas, G. Engels, in: B. Shishkov (Ed.), Business Modeling and Software Design, Springer International Publishing, 2020, pp. 276–286.","ieee":"S. Gottschalk, E. Yigitbas, and G. Engels, “Model-based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer Needs,” in <i>Business Modeling and Software Design</i>, Potsdam, 2020, vol. 391, pp. 276–286.","chicago":"Gottschalk, Sebastian, Enes Yigitbas, and Gregor Engels. “Model-Based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer Needs.” In <i>Business Modeling and Software Design</i>, edited by Boris Shishkov, 391:276–86. Lecture Notes in Business Information Processing. Springer International Publishing, 2020. <a href=\"https://doi.org/10.1007/978-3-030-52306-0_18\">https://doi.org/10.1007/978-3-030-52306-0_18</a>.","ama":"Gottschalk S, Yigitbas E, Engels G. Model-based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer Needs. In: Shishkov B, ed. <i>Business Modeling and Software Design</i>. Vol 391. Lecture Notes in Business Information Processing. Springer International Publishing; 2020:276-286. doi:<a href=\"https://doi.org/10.1007/978-3-030-52306-0_18\">10.1007/978-3-030-52306-0_18</a>"},"has_accepted_license":"1"},{"citation":{"ieee":"T. Hansmeier, P. Kaufmann, and M. Platzner, “An Adaption Mechanism for the Error Threshold of XCSF,” in <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Cancún, Mexico, 2020, pp. 1756–1764, doi: <a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>.","chicago":"Hansmeier, Tim, Paul Kaufmann, and Marco Platzner. “An Adaption Mechanism for the Error Threshold of XCSF.” In <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1756–64. New York, NY, United States: Association for Computing Machinery (ACM), 2020. <a href=\"https://doi.org/10.1145/3377929.3398106\">https://doi.org/10.1145/3377929.3398106</a>.","ama":"Hansmeier T, Kaufmann P, Platzner M. An Adaption Mechanism for the Error Threshold of XCSF. In: <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. Association for Computing Machinery (ACM); 2020:1756-1764. doi:<a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>","apa":"Hansmeier, T., Kaufmann, P., &#38; Platzner, M. (2020). An Adaption Mechanism for the Error Threshold of XCSF. <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1756–1764. <a href=\"https://doi.org/10.1145/3377929.3398106\">https://doi.org/10.1145/3377929.3398106</a>","mla":"Hansmeier, Tim, et al. “An Adaption Mechanism for the Error Threshold of XCSF.” <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery (ACM), 2020, pp. 1756–64, doi:<a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>.","short":"T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 1756–1764.","bibtex":"@inproceedings{Hansmeier_Kaufmann_Platzner_2020, place={New York, NY, United States}, title={An Adaption Mechanism for the Error Threshold of XCSF}, DOI={<a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>}, booktitle={GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Kaufmann, Paul and Platzner, Marco}, year={2020}, pages={1756–1764} }"},"page":"1756-1764","year":"2020","place":"New York, NY, United States","publication_status":"published","publication_identifier":{"isbn":["978-1-4503-7127-8"]},"doi":"10.1145/3377929.3398106","conference":{"start_date":"2020-07-08","name":"International Workshop on Learning Classifier Systems (IWLCS 2020)","location":"Cancún, Mexico","end_date":"2020-07-12"},"title":"An Adaption Mechanism for the Error Threshold of XCSF","author":[{"first_name":"Tim","id":"49992","full_name":"Hansmeier, Tim","orcid":"0000-0003-1377-3339","last_name":"Hansmeier"},{"last_name":"Kaufmann","full_name":"Kaufmann, Paul","first_name":"Paul"},{"full_name":"Platzner, Marco","id":"398","last_name":"Platzner","first_name":"Marco"}],"date_created":"2020-05-27T14:14:58Z","publisher":"Association for Computing Machinery (ACM)","date_updated":"2022-01-06T06:53:03Z","status":"public","type":"conference","publication":"GECCO '20: Proceedings of the Genetic and Evolutionary Computation Conference Companion","language":[{"iso":"eng"}],"user_id":"477","department":[{"_id":"78"}],"project":[{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subproject C2","_id":"14"}],"_id":"17063"},{"publication_status":"published","citation":{"short":"A. Hasnain, H. Karl, in: 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), IEEE Computer Society, 2020.","bibtex":"@inproceedings{Hasnain_Karl_2020, title={Coflow Scheduling with Performance Guarantees for Data Center Applications}, DOI={<a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>}, booktitle={2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)}, publisher={IEEE Computer Society}, author={Hasnain, Asif and Karl, Holger}, year={2020} }","mla":"Hasnain, Asif, and Holger Karl. “Coflow Scheduling with Performance Guarantees for Data Center Applications.” <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>, IEEE Computer Society, 2020, doi:<a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>.","apa":"Hasnain, A., &#38; Karl, H. (2020). Coflow Scheduling with Performance Guarantees for Data Center Applications. In <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>. Melbourne, Australia: IEEE Computer Society. <a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>","ama":"Hasnain A, Karl H. Coflow Scheduling with Performance Guarantees for Data Center Applications. In: <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>. IEEE Computer Society; 2020. doi:<a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>","chicago":"Hasnain, Asif, and Holger Karl. “Coflow Scheduling with Performance Guarantees for Data Center Applications.” In <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>. IEEE Computer Society, 2020. <a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>.","ieee":"A. Hasnain and H. Karl, “Coflow Scheduling with Performance Guarantees for Data Center Applications,” in <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>, Melbourne, Australia, 2020."},"year":"2020","author":[{"first_name":"Asif","last_name":"Hasnain","id":"63288","full_name":"Hasnain, Asif"},{"last_name":"Karl","full_name":"Karl, Holger","id":"126","first_name":"Holger"}],"date_created":"2020-06-06T07:40:45Z","date_updated":"2022-01-06T06:53:04Z","publisher":"IEEE Computer Society","doi":"https://doi.org/10.1109/CCGrid49817.2020.00010","conference":{"location":"Melbourne, Australia","name":"2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)"},"main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/9139642"}],"title":"Coflow Scheduling with Performance Guarantees for Data Center Applications","publication":"2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)","type":"conference","status":"public","abstract":[{"text":"Data-parallel applications run on cluster of servers in a datacenter and their communication triggers correlated resource demand on multiple links that can be abstracted as coflow. They often desire predictable network performance, which can be passed to network via coflow abstraction for application-aware network scheduling. In this paper, we propose a heuristic and an optimization algorithm for predictable network performance such that they guarantee coflows completion within their deadlines. The algorithms also ensure high network utilization, i.e., it's work-conserving, and avoids starvation of coflows. We evaluate both algorithms via trace-driven simulation and show that they admit 1.1x more coflows than the Varys scheme while meeting their deadlines.","lang":"eng"}],"department":[{"_id":"75"}],"user_id":"63288","_id":"17082","project":[{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"16","name":"SFB 901 - Subproject C4"},{"name":"SFB 901","_id":"1"}],"language":[{"iso":"eng"}],"keyword":["Coflow","Scheduling","Deadlines","Data centers"],"ddc":["000"]},{"status":"public","type":"mastersthesis","language":[{"iso":"eng"}],"_id":"15770","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"5","name":"SFB 901 - Subproject A1"},{"_id":"13","name":"SFB 901 - Subproject C1"}],"department":[{"_id":"79"}],"user_id":"477","year":"2020","citation":{"short":"D. Warner, On the Complexity of Local Transformations in SDN Overlays, Universität Paderborn, 2020.","bibtex":"@book{Warner_2020, title={On the complexity of local transformations in SDN overlays}, publisher={Universität Paderborn}, author={Warner, Daniel}, year={2020} }","mla":"Warner, Daniel. <i>On the Complexity of Local Transformations in SDN Overlays</i>. Universität Paderborn, 2020.","apa":"Warner, D. (2020). <i>On the complexity of local transformations in SDN overlays</i>. Universität Paderborn.","ieee":"D. Warner, <i>On the complexity of local transformations in SDN overlays</i>. Universität Paderborn, 2020.","chicago":"Warner, Daniel. <i>On the Complexity of Local Transformations in SDN Overlays</i>. Universität Paderborn, 2020.","ama":"Warner D. <i>On the Complexity of Local Transformations in SDN Overlays</i>. Universität Paderborn; 2020."},"title":"On the complexity of local transformations in SDN overlays","publisher":"Universität Paderborn","date_updated":"2022-01-06T06:52:32Z","supervisor":[{"last_name":"Scheideler","id":"20792","full_name":"Scheideler, Christian","first_name":"Christian"}],"author":[{"first_name":"Daniel","last_name":"Warner","full_name":"Warner, Daniel"}],"date_created":"2020-02-04T13:47:02Z"},{"_id":"15211","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"department":[{"_id":"276"}],"user_id":"477","ddc":["000"],"file_date_updated":"2019-11-28T15:17:11Z","language":[{"iso":"eng"}],"publication":"Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)","type":"conference_abstract","status":"public","file":[{"success":1,"relation":"main_file","content_type":"application/pdf","file_size":228874,"access_level":"closed","file_name":"WI2020_TaxonomyVisualization_RevisedManuscript_vFinal.pdf","file_id":"15212","date_updated":"2019-11-28T15:17:11Z","date_created":"2019-11-28T15:17:11Z","creator":"abursig"}],"date_updated":"2022-01-06T06:52:18Z","author":[{"id":"36372","full_name":"Szopinski, Daniel","last_name":"Szopinski","first_name":"Daniel"},{"first_name":"Thorsten","last_name":"Schoormann","full_name":"Schoormann, Thorsten"},{"id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch","first_name":"Dennis"}],"date_created":"2019-11-28T15:18:08Z","title":"Visualize different: Towards researching the fit between taxonomy visualizations and taxonomy tasks","conference":{"location":"Potsdam, Germany","name":"15. Internationale Tagung Wirtschaftsinformatik 2020 (WI)"},"has_accepted_license":"1","year":"2020","citation":{"short":"D. Szopinski, T. Schoormann, D. Kundisch, in: Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI), 2020.","mla":"Szopinski, Daniel, et al. “Visualize Different: Towards Researching the Fit between Taxonomy Visualizations and Taxonomy Tasks.” <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, 2020.","bibtex":"@inproceedings{Szopinski_Schoormann_Kundisch_2020, title={Visualize different: Towards researching the fit between taxonomy visualizations and taxonomy tasks}, booktitle={Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)}, author={Szopinski, Daniel and Schoormann, Thorsten and Kundisch, Dennis}, year={2020} }","apa":"Szopinski, D., Schoormann, T., &#38; Kundisch, D. (2020). Visualize different: Towards researching the fit between taxonomy visualizations and taxonomy tasks. In <i>Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>. Potsdam, Germany.","ama":"Szopinski D, Schoormann T, Kundisch D. Visualize different: Towards researching the fit between taxonomy visualizations and taxonomy tasks. In: <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>. ; 2020.","chicago":"Szopinski, Daniel, Thorsten Schoormann, and Dennis Kundisch. “Visualize Different: Towards Researching the Fit between Taxonomy Visualizations and Taxonomy Tasks.” In <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, 2020.","ieee":"D. Szopinski, T. Schoormann, and D. Kundisch, “Visualize different: Towards researching the fit between taxonomy visualizations and taxonomy tasks,” in <i>Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, Potsdam, Germany, 2020."}},{"language":[{"iso":"eng"}],"ddc":["000"],"publication":"IEEE Conference on Network Softwarization (NetSoft)","file":[{"content_type":"application/pdf","relation":"main_file","date_updated":"2020-03-03T11:42:16Z","creator":"stschn","date_created":"2020-03-03T11:42:16Z","file_size":476590,"file_id":"16220","access_level":"open_access","file_name":"ris_preprint.pdf"}],"abstract":[{"lang":"eng","text":"Network function virtualization (NFV) proposes\r\nto replace physical middleboxes with more flexible virtual\r\nnetwork functions (VNFs). To dynamically adjust to everchanging\r\ntraffic demands, VNFs have to be instantiated and\r\ntheir allocated resources have to be adjusted on demand.\r\nDeciding the amount of allocated resources is non-trivial.\r\nExisting optimization approaches often assume fixed resource\r\nrequirements for each VNF instance. However, this can easily\r\nlead to either waste of resources or bad service quality if too\r\nmany or too few resources are allocated.\r\n\r\nTo solve this problem, we train machine learning models\r\non real VNF data, containing measurements of performance\r\nand resource requirements. For each VNF, the trained models\r\ncan then accurately predict the required resources to handle\r\na certain traffic load. We integrate these machine learning\r\nmodels into an algorithm for joint VNF scaling and placement\r\nand evaluate their impact on resulting VNF placements. Our\r\nevaluation based on real-world data shows that using suitable\r\nmachine learning models effectively avoids over- and underallocation\r\nof resources, leading to up to 12 times lower resource\r\nconsumption and better service quality with up to 4.5 times\r\nlower total delay than using standard fixed resource allocation."}],"date_created":"2020-03-03T11:42:22Z","publisher":"IEEE","title":"Machine Learning for Dynamic Resource Allocation in Network Function Virtualization","year":"2020","department":[{"_id":"75"}],"user_id":"35343","_id":"16219","project":[{"name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28","grant_number":"761493"},{"_id":"1","name":"SFB 901"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"}],"file_date_updated":"2020-03-03T11:42:16Z","type":"conference","status":"public","author":[{"first_name":"Stefan Balthasar","id":"35343","full_name":"Schneider, Stefan Balthasar","last_name":"Schneider","orcid":"0000-0001-8210-4011"},{"first_name":"Narayanan Puthenpurayil","full_name":"Satheeschandran, Narayanan Puthenpurayil","last_name":"Satheeschandran"},{"first_name":"Manuel","last_name":"Peuster","id":"13271","full_name":"Peuster, Manuel"},{"first_name":"Holger","full_name":"Karl, Holger","id":"126","last_name":"Karl"}],"oa":"1","date_updated":"2022-01-06T06:52:46Z","conference":{"name":"IEEE Conference on Network Softwarization (NetSoft)","location":"Ghent, Belgium"},"has_accepted_license":"1","citation":{"chicago":"Schneider, Stefan Balthasar, Narayanan Puthenpurayil Satheeschandran, Manuel Peuster, and Holger Karl. “Machine Learning for Dynamic Resource Allocation in Network Function Virtualization.” In <i>IEEE Conference on Network Softwarization (NetSoft)</i>. IEEE, 2020.","ieee":"S. B. Schneider, N. P. Satheeschandran, M. Peuster, and H. Karl, “Machine Learning for Dynamic Resource Allocation in Network Function Virtualization,” in <i>IEEE Conference on Network Softwarization (NetSoft)</i>, Ghent, Belgium, 2020.","ama":"Schneider SB, Satheeschandran NP, Peuster M, Karl H. Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In: <i>IEEE Conference on Network Softwarization (NetSoft)</i>. IEEE; 2020.","apa":"Schneider, S. B., Satheeschandran, N. P., Peuster, M., &#38; Karl, H. (2020). Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In <i>IEEE Conference on Network Softwarization (NetSoft)</i>. Ghent, Belgium: IEEE.","short":"S.B. Schneider, N.P. Satheeschandran, M. Peuster, H. Karl, in: IEEE Conference on Network Softwarization (NetSoft), IEEE, 2020.","mla":"Schneider, Stefan Balthasar, et al. “Machine Learning for Dynamic Resource Allocation in Network Function Virtualization.” <i>IEEE Conference on Network Softwarization (NetSoft)</i>, IEEE, 2020.","bibtex":"@inproceedings{Schneider_Satheeschandran_Peuster_Karl_2020, title={Machine Learning for Dynamic Resource Allocation in Network Function Virtualization}, booktitle={IEEE Conference on Network Softwarization (NetSoft)}, publisher={IEEE}, author={Schneider, Stefan Balthasar and Satheeschandran, Narayanan Puthenpurayil and Peuster, Manuel and Karl, Holger}, year={2020} }"}},{"user_id":"477","department":[{"_id":"78"}],"project":[{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"1","name":"SFB 901"},{"_id":"14","name":"SFB 901 - Subproject C2"}],"_id":"16363","language":[{"iso":"eng"}],"type":"conference","publication":"GECCO '20: Proceedings of the Genetic and Evolutionary Computation Conference Companion","status":"public","date_created":"2020-04-02T10:07:10Z","author":[{"first_name":"Tim","id":"49992","full_name":"Hansmeier, Tim","last_name":"Hansmeier","orcid":"0000-0003-1377-3339"},{"first_name":"Paul","full_name":"Kaufmann, Paul","last_name":"Kaufmann"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"date_updated":"2022-01-06T06:52:49Z","publisher":"Association for Computing Machinery (ACM)","conference":{"end_date":"2020-07-12","location":"Cancún, Mexico","name":"The Genetic and Evolutionary Computation Conference (GECCO 2020)","start_date":"2020-07-08"},"doi":"10.1145/3377929.3389968","title":"Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold","publication_status":"published","publication_identifier":{"isbn":["978-1-4503-7127-8"]},"citation":{"ama":"Hansmeier T, Kaufmann P, Platzner M. Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold. In: <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. New York, NY, United States: Association for Computing Machinery (ACM); 2020:125-126. doi:<a href=\"https://doi.org/10.1145/3377929.3389968\">10.1145/3377929.3389968</a>","chicago":"Hansmeier, Tim, Paul Kaufmann, and Marco Platzner. “Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold.” In <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 125–26. New York, NY, United States: Association for Computing Machinery (ACM), 2020. <a href=\"https://doi.org/10.1145/3377929.3389968\">https://doi.org/10.1145/3377929.3389968</a>.","ieee":"T. Hansmeier, P. Kaufmann, and M. Platzner, “Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold,” in <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Cancún, Mexico, 2020, pp. 125–126.","mla":"Hansmeier, Tim, et al. “Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold.” <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery (ACM), 2020, pp. 125–26, doi:<a href=\"https://doi.org/10.1145/3377929.3389968\">10.1145/3377929.3389968</a>.","short":"T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 125–126.","bibtex":"@inproceedings{Hansmeier_Kaufmann_Platzner_2020, place={New York, NY, United States}, title={Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold}, DOI={<a href=\"https://doi.org/10.1145/3377929.3389968\">10.1145/3377929.3389968</a>}, booktitle={GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Kaufmann, Paul and Platzner, Marco}, year={2020}, pages={125–126} }","apa":"Hansmeier, T., Kaufmann, P., &#38; Platzner, M. (2020). Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold. In <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i> (pp. 125–126). New York, NY, United States: Association for Computing Machinery (ACM). <a href=\"https://doi.org/10.1145/3377929.3389968\">https://doi.org/10.1145/3377929.3389968</a>"},"page":"125-126","place":"New York, NY, United States","year":"2020"},{"type":"conference","publication":"IEEE Conference on Network Softwarization (NetSoft) Demo Track","abstract":[{"lang":"eng","text":"Softwarization facilitates the introduction of smart\r\nmanufacturing applications in the industry. Manifold devices\r\nsuch as machine computers, Industrial IoT devices, tablets,\r\nsmartphones and smart glasses are integrated into factory networks\r\nto enable shop floor digitalization and big data analysis. To\r\nhandle the increasing number of devices and the resulting traffic,\r\na flexible and scalable factory network is necessary which can be\r\nrealized using softwarization technologies like Network Function\r\nVirtualization (NFV). However, the security risks increase with\r\nthe increasing number of new devices, so that cyber security must\r\nalso be considered in NFV-based networks.\r\n\r\nTherefore, extending our previous work, we showcase threat\r\ndetection using a cloud-native NFV-driven intrusion detection\r\nsystem (IDS) that is integrated in our industrial-specific network\r\nservices. As a result of the threat detection, the affected network\r\nservice is put into quarantine via automatic network reconfiguration.\r\nWe use the 5GTANGO service platform to deploy our\r\ndeveloped network services on Kubernetes and to initiate the\r\nnetwork reconfiguration."}],"status":"public","project":[{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"},{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C4","_id":"16"}],"_id":"16400","user_id":"35343","department":[{"_id":"75"}],"language":[{"iso":"eng"}],"place":"Ghent, Belgium","year":"2020","citation":{"short":"M. Müller, D. Behnke, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in: IEEE Conference on Network Softwarization (NetSoft) Demo Track, IEEE, Ghent, Belgium, 2020.","mla":"Müller, Marcel, et al. “Cloud-Native Threat Detection and Containment for Smart Manufacturing.” <i>IEEE Conference on Network Softwarization (NetSoft) Demo Track</i>, IEEE, 2020.","bibtex":"@inproceedings{Müller_Behnke_Bök_Schneider_Peuster_Karl_2020, place={Ghent, Belgium}, title={Cloud-Native Threat Detection and Containment for Smart Manufacturing}, booktitle={IEEE Conference on Network Softwarization (NetSoft) Demo Track}, publisher={IEEE}, author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2020} }","apa":"Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., &#38; Karl, H. (2020). Cloud-Native Threat Detection and Containment for Smart Manufacturing. In <i>IEEE Conference on Network Softwarization (NetSoft) Demo Track</i>. Ghent, Belgium: IEEE.","chicago":"Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Stefan Balthasar Schneider, Manuel Peuster, and Holger Karl. “Cloud-Native Threat Detection and Containment for Smart Manufacturing.” In <i>IEEE Conference on Network Softwarization (NetSoft) Demo Track</i>. Ghent, Belgium: IEEE, 2020.","ieee":"M. Müller, D. Behnke, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl, “Cloud-Native Threat Detection and Containment for Smart Manufacturing,” in <i>IEEE Conference on Network Softwarization (NetSoft) Demo Track</i>, Ghent, Belgium, 2020.","ama":"Müller M, Behnke D, Bök P-B, Schneider SB, Peuster M, Karl H. Cloud-Native Threat Detection and Containment for Smart Manufacturing. In: <i>IEEE Conference on Network Softwarization (NetSoft) Demo Track</i>. Ghent, Belgium: IEEE; 2020."},"date_updated":"2022-01-06T06:52:50Z","publisher":"IEEE","author":[{"full_name":"Müller, Marcel","last_name":"Müller","first_name":"Marcel"},{"first_name":"Daniel","full_name":"Behnke, Daniel","last_name":"Behnke"},{"full_name":"Bök, Patrick-Benjamin","last_name":"Bök","first_name":"Patrick-Benjamin"},{"first_name":"Stefan Balthasar","id":"35343","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011","last_name":"Schneider"},{"first_name":"Manuel","last_name":"Peuster","id":"13271","full_name":"Peuster, Manuel"},{"first_name":"Holger","full_name":"Karl, Holger","id":"126","last_name":"Karl"}],"date_created":"2020-04-03T11:53:00Z","title":"Cloud-Native Threat Detection and Containment for Smart Manufacturing","conference":{"location":"Ghent, Belgium","name":"IEEE Conference on Network Softwarization (NetSoft) Demo Track"}},{"citation":{"apa":"Pukrop, S., Mäcker, A., &#38; Meyer auf der Heide, F. (2020). Approximating Weighted Completion Time for Order Scheduling with Setup Times. In <i>Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM)</i>.","bibtex":"@inproceedings{Pukrop_Mäcker_Meyer auf der Heide_2020, title={Approximating Weighted Completion Time for Order Scheduling with Setup Times}, booktitle={Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM)}, author={Pukrop, Simon and Mäcker, Alexander and Meyer auf der Heide, Friedhelm}, year={2020} }","short":"S. Pukrop, A. Mäcker, F. Meyer auf der Heide, in: Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM), 2020.","mla":"Pukrop, Simon, et al. “Approximating Weighted Completion Time for Order Scheduling with Setup Times.” <i>Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM)</i>, 2020.","ama":"Pukrop S, Mäcker A, Meyer auf der Heide F. Approximating Weighted Completion Time for Order Scheduling with Setup Times. In: <i>Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM)</i>. ; 2020.","ieee":"S. Pukrop, A. Mäcker, and F. Meyer auf der Heide, “Approximating Weighted Completion Time for Order Scheduling with Setup Times,” in <i>Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM)</i>, 2020.","chicago":"Pukrop, Simon, Alexander Mäcker, and Friedhelm Meyer auf der Heide. “Approximating Weighted Completion Time for Order Scheduling with Setup Times.” In <i>Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM)</i>, 2020."},"year":"2020","date_created":"2019-10-15T12:19:49Z","author":[{"first_name":"Simon","last_name":"Pukrop","full_name":"Pukrop, Simon","id":"44428"},{"first_name":"Alexander","id":"13536","full_name":"Mäcker, Alexander","last_name":"Mäcker"},{"id":"15523","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","first_name":"Friedhelm"}],"date_updated":"2022-01-06T06:51:45Z","title":"Approximating Weighted Completion Time for Order Scheduling with Setup Times","publication":"Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM)","type":"conference","status":"public","department":[{"_id":"63"}],"user_id":"44428","_id":"13868","project":[{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"1","name":"SFB 901"},{"_id":"16","name":"SFB 901 - Subproject C4"}],"language":[{"iso":"eng"}]},{"publication":"Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)","type":"conference","status":"public","file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2020-01-09T08:17:26Z","date_created":"2020-01-09T08:17:26Z","creator":"dsz","file_size":802041,"file_id":"15466","access_level":"closed","file_name":"0500.pdf"}],"_id":"13584","project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"department":[{"_id":"276"}],"user_id":"16205","ddc":["000"],"file_date_updated":"2020-01-09T08:17:26Z","language":[{"iso":"eng"}],"has_accepted_license":"1","year":"2020","citation":{"chicago":"Szopinski, Daniel, Thorsten Schoormann, and Dennis Kundisch. “Criteria as a Prelude for Guiding Taxonomy Evaluation.” In <i>Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)</i>, 2020.","ieee":"D. Szopinski, T. Schoormann, and D. Kundisch, “Criteria as a prelude for guiding taxonomy evaluation,” in <i>Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)</i>, Maui, Hawaii, 2020.","ama":"Szopinski D, Schoormann T, Kundisch D. Criteria as a prelude for guiding taxonomy evaluation. In: <i>Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)</i>. ; 2020.","mla":"Szopinski, Daniel, et al. “Criteria as a Prelude for Guiding Taxonomy Evaluation.” <i>Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)</i>, 2020.","bibtex":"@inproceedings{Szopinski_Schoormann_Kundisch_2020, title={Criteria as a prelude for guiding taxonomy evaluation}, booktitle={Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)}, author={Szopinski, Daniel and Schoormann, Thorsten and Kundisch, Dennis}, year={2020} }","short":"D. Szopinski, T. Schoormann, D. Kundisch, in: Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS), 2020.","apa":"Szopinski, D., Schoormann, T., &#38; Kundisch, D. (2020). Criteria as a prelude for guiding taxonomy evaluation. In <i>Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)</i>. Maui, Hawaii."},"date_updated":"2022-01-06T06:51:40Z","author":[{"first_name":"Daniel","last_name":"Szopinski","id":"36372","full_name":"Szopinski, Daniel"},{"first_name":"Thorsten","full_name":"Schoormann, Thorsten","last_name":"Schoormann"},{"first_name":"Dennis","last_name":"Kundisch","full_name":"Kundisch, Dennis","id":"21117"}],"date_created":"2019-10-02T09:32:57Z","title":"Criteria as a prelude for guiding taxonomy evaluation","conference":{"location":"Maui, Hawaii","name":"Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS)"}},{"title":"Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools","supervisor":[{"first_name":"Dennis","full_name":"Kundisch, Dennis","id":"21117","last_name":"Kundisch"}],"author":[{"first_name":"Sebastian","full_name":"Relard, Sebastian","last_name":"Relard"}],"date_created":"2020-05-07T08:21:41Z","date_updated":"2022-07-14T13:08:55Z","citation":{"ama":"Relard S. <i>Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools</i>.; 2020.","chicago":"Relard, Sebastian. <i>Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools</i>. Universität Paderborn, 2020.","ieee":"S. Relard, <i>Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools</i>. Universität Paderborn, 2020.","bibtex":"@book{Relard_2020, place={Universität Paderborn}, title={Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools}, author={Relard, Sebastian}, year={2020} }","short":"S. Relard, Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools, Universität Paderborn, 2020.","mla":"Relard, Sebastian. <i>Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools</i>. 2020.","apa":"Relard, S. (2020). <i>Experimente in der Wirtschaftsinfromatik zu Kreativität - Ein systematischer Literaturüberblick und Implikationen für Geschäftsmodellmodellierungstools</i>."},"year":"2020","place":"Universität Paderborn","language":[{"iso":"ger"}],"user_id":"16205","_id":"16940","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C5","_id":"17"}],"status":"public","type":"bachelorsthesis"}]