[{"publication_status":"published","date_updated":"2023-12-13T10:44:01Z","title":"Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB","year":"2020","author":[{"id":"102979","full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob"},{"first_name":"Carola","last_name":"Doerr","full_name":"Doerr, Carola"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"}],"publication_identifier":{"isbn":["978-1-4503-7128-5"]},"doi":"10.1145/3377930.3390155","language":[{"iso":"eng"}],"series_title":"GECCO ’20","extern":"1","abstract":[{"lang":"eng","text":"Sequential model-based optimization (SMBO) approaches are algorithms for solving problems that require computationally or otherwise expensive function evaluations. The key design principle of SMBO is a substitution of the true objective function by a surrogate, which is used to propose the point(s) to be evaluated next. SMBO algorithms are intrinsically modular, leaving the user with many important design choices. Significant research efforts go into understanding which settings perform best for which type of problems. Most works, however, focus on the choice of the model, the acquisition function, and the strategy used to optimize the latter. The choice of the initial sampling strategy, however, receives much less attention. Not surprisingly, quite diverging recommendations can be found in the literature. We analyze in this work how the size and the distribution of the initial sample influences the overall quality of the efficient global optimization (EGO) algorithm, a well-known SMBO approach. While, overall, small initial budgets using Halton sampling seem preferable, we also observe that the performance landscape is rather unstructured. We furthermore identify several situations in which EGO performs unfavorably against random sampling. Both observations indicate that an adaptive SMBO design could be beneficial, making SMBO an interesting test-bed for automated algorithm design."}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","keyword":["continuous black-box optimization","design of experiments","initial design","sequential model-based optimization"],"type":"conference","department":[{"_id":"819"}],"date_created":"2023-11-14T15:58:53Z","status":"public","user_id":"102979","page":"778–786","publisher":"Association for Computing Machinery","_id":"48850","citation":{"ieee":"J. Bossek, C. Doerr, and P. Kerschke, “Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2020, pp. 778–786, doi: <a href=\"https://doi.org/10.1145/3377930.3390155\">10.1145/3377930.3390155</a>.","apa":"Bossek, J., Doerr, C., &#38; Kerschke, P. (2020). Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 778–786. <a href=\"https://doi.org/10.1145/3377930.3390155\">https://doi.org/10.1145/3377930.3390155</a>","chicago":"Bossek, Jakob, Carola Doerr, and Pascal Kerschke. “Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 778–786. GECCO ’20. New York, NY, USA: Association for Computing Machinery, 2020. <a href=\"https://doi.org/10.1145/3377930.3390155\">https://doi.org/10.1145/3377930.3390155</a>.","short":"J. Bossek, C. Doerr, P. Kerschke, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2020, pp. 778–786.","mla":"Bossek, Jakob, et al. “Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2020, pp. 778–786, doi:<a href=\"https://doi.org/10.1145/3377930.3390155\">10.1145/3377930.3390155</a>.","bibtex":"@inproceedings{Bossek_Doerr_Kerschke_2020, place={New York, NY, USA}, series={GECCO ’20}, title={Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB}, DOI={<a href=\"https://doi.org/10.1145/3377930.3390155\">10.1145/3377930.3390155</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Doerr, Carola and Kerschke, Pascal}, year={2020}, pages={778–786}, collection={GECCO ’20} }","ama":"Bossek J, Doerr C, Kerschke P. Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. GECCO ’20. Association for Computing Machinery; 2020:778–786. doi:<a href=\"https://doi.org/10.1145/3377930.3390155\">10.1145/3377930.3390155</a>"},"place":"New York, NY, USA"},{"date_created":"2023-11-14T15:59:00Z","keyword":["Automated algorithm selection","Deep learning","Feature-based approaches","Traveling Salesperson Problem"],"type":"conference","department":[{"_id":"819"}],"publication":"Parallel Problem Solving from {Nature} (PPSN XVI)","abstract":[{"lang":"eng","text":"In this work we focus on the well-known Euclidean Traveling Salesperson Problem (TSP) and two highly competitive inexact heuristic TSP solvers, EAX and LKH, in the context of per-instance algorithm selection (AS). We evolve instances with nodes where the solvers show strongly different performance profiles. These instances serve as a basis for an exploratory study on the identification of well-discriminating problem characteristics (features). Our results in a nutshell: we show that even though (1) promising features exist, (2) these are in line with previous results from the literature, and (3) models trained with these features are more accurate than models adopting sophisticated feature selection methods, the advantage is not close to the virtual best solver in terms of penalized average runtime and so is the performance gain over the single best solver. However, we show that a feature-free deep neural network based approach solely based on visual representation of the instances already matches classical AS model results and thus shows huge potential for future studies."}],"extern":"1","language":[{"iso":"eng"}],"doi":"10.1007/978-3-030-58112-1_4","year":"2020","title":"Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem","author":[{"full_name":"Seiler, Moritz","last_name":"Seiler","first_name":"Moritz"},{"full_name":"Pohl, Janina","first_name":"Janina","last_name":"Pohl"},{"orcid":"0000-0002-4121-4668","first_name":"Jakob","last_name":"Bossek","full_name":"Bossek, Jakob","id":"102979"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann"}],"publication_identifier":{"isbn":["978-3-030-58111-4"]},"date_updated":"2023-12-13T10:49:45Z","place":"Berlin, Heidelberg","citation":{"ieee":"M. Seiler, J. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem,” in <i>Parallel Problem Solving from {Nature} (PPSN XVI)</i>, 2020, pp. 48–64, doi: <a href=\"https://doi.org/10.1007/978-3-030-58112-1_4\">10.1007/978-3-030-58112-1_4</a>.","mla":"Seiler, Moritz, et al. “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.” <i>Parallel Problem Solving from {Nature} (PPSN XVI)</i>, Springer-Verlag, 2020, pp. 48–64, doi:<a href=\"https://doi.org/10.1007/978-3-030-58112-1_4\">10.1007/978-3-030-58112-1_4</a>.","apa":"Seiler, M., Pohl, J., Bossek, J., Kerschke, P., &#38; Trautmann, H. (2020). Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. <i>Parallel Problem Solving from {Nature} (PPSN XVI)</i>, 48–64. <a href=\"https://doi.org/10.1007/978-3-030-58112-1_4\">https://doi.org/10.1007/978-3-030-58112-1_4</a>","bibtex":"@inproceedings{Seiler_Pohl_Bossek_Kerschke_Trautmann_2020, place={Berlin, Heidelberg}, title={Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-58112-1_4\">10.1007/978-3-030-58112-1_4</a>}, booktitle={Parallel Problem Solving from {Nature} (PPSN XVI)}, publisher={Springer-Verlag}, author={Seiler, Moritz and Pohl, Janina and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={48–64} }","chicago":"Seiler, Moritz, Janina Pohl, Jakob Bossek, Pascal Kerschke, and Heike Trautmann. “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.” In <i>Parallel Problem Solving from {Nature} (PPSN XVI)</i>, 48–64. Berlin, Heidelberg: Springer-Verlag, 2020. <a href=\"https://doi.org/10.1007/978-3-030-58112-1_4\">https://doi.org/10.1007/978-3-030-58112-1_4</a>.","short":"M. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: Parallel Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 48–64.","ama":"Seiler M, Pohl J, Bossek J, Kerschke P, Trautmann H. Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. In: <i>Parallel Problem Solving from {Nature} (PPSN XVI)</i>. Springer-Verlag; 2020:48–64. doi:<a href=\"https://doi.org/10.1007/978-3-030-58112-1_4\">10.1007/978-3-030-58112-1_4</a>"},"page":"48–64","publisher":"Springer-Verlag","_id":"48897","user_id":"102979","status":"public"},{"department":[{"_id":"572"},{"_id":"856"},{"_id":"615"}],"keyword":["Research Data Management"],"type":"journal_article","date_created":"2023-09-27T07:02:04Z","abstract":[{"lang":"eng","text":"Digital data on tangible and intangible cultural assets is an essential part of daily life, communication and experience. It has a lasting influence on the perception of cultural identity as well as on the interactions between research, the cultural economy and society. Throughout the last three decades, many cultural heritage institutions have contributed a wealth of digital representations of cultural assets (2D digital reproductions of paintings, sheet music, 3D digital models of sculptures, monuments, rooms, buildings), audio-visual data (music, film, stage performances), and procedural research data such as encoding and annotation formats. The long-term preservation and FAIR availability of research data from the cultural heritage domain is fundamentally important, not only for future academic success in the humanities but also for the cultural identity of individuals and society as a whole. Up to now, no coordinated effort for professional research data management on a national level exists in Germany. NFDI4Culture aims to fill this gap and create a user-centered, research-driven infrastructure that will cover a broad range of research domains from musicology, art history and architecture to performance, theatre, film, and media studies.</jats:p>\r\n          <jats:p>The research landscape addressed by the consortium is characterized by strong institutional differentiation. Research units in the consortium's community of interest comprise university institutes, art colleges, academies, galleries, libraries, archives and museums. This diverse landscape is also characterized by an abundance of research objects, methodologies and a great potential for data-driven research. In a unique effort carried out by the applicant and co-applicants of this proposal and ten academic societies, this community is interconnected for the first time through a federated approach that is ideally suited to the needs of the participating researchers. To promote collaboration within the NFDI, to share knowledge and technology and to provide extensive support for its users have been the guiding principles of the consortium from the beginning and will be at the heart of all workflows and decision-making processes. Thanks to these principles, NFDI4Culture has gathered strong support ranging from individual researchers to high-level cultural heritage organizations such as the UNESCO, the International Council of Museums, the Open Knowledge Foundation and Wikimedia. On this basis, NFDI4Culture will take innovative measures that promote a cultural change towards a more reflective and sustainable handling of research data and at the same time boost qualification and professionalization in data-driven research in the domain of cultural heritage. This will create a long-lasting impact on science, cultural economy and society as a whole."}],"publication":"Research Ideas and Outcomes","doi":"10.3897/rio.6.e57036","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://doi.org/10.3897/rio.6.e57036","open_access":"1"}],"intvolume":"         6","article_type":"original","date_updated":"2024-02-19T11:01:52Z","publication_status":"published","author":[{"first_name":"Reinhard","last_name":"Altenhöner","full_name":"Altenhöner, Reinhard"},{"first_name":"Ina","last_name":"Blümel","full_name":"Blümel, Ina"},{"full_name":"Boehm, Franziska","first_name":"Franziska","last_name":"Boehm"},{"first_name":"Jens","last_name":"Bove","full_name":"Bove, Jens"},{"last_name":"Bicher","first_name":"Katrin","full_name":"Bicher, Katrin"},{"last_name":"Bracht","first_name":"Christian","full_name":"Bracht, Christian"},{"last_name":"Brand","first_name":"Ortrun","full_name":"Brand, Ortrun"},{"first_name":"Lisa","last_name":"Dieckmann","full_name":"Dieckmann, Lisa"},{"full_name":"Effinger, Maria","last_name":"Effinger","first_name":"Maria"},{"full_name":"Hagener, Malte","first_name":"Malte","last_name":"Hagener"},{"full_name":"Hammes, Andrea","first_name":"Andrea","last_name":"Hammes"},{"full_name":"Heller, Lambert","first_name":"Lambert","last_name":"Heller"},{"first_name":"Angela","last_name":"Kailus","full_name":"Kailus, Angela"},{"full_name":"Kohle, Hubertus","last_name":"Kohle","first_name":"Hubertus"},{"full_name":"Ludwig, Jens","last_name":"Ludwig","first_name":"Jens"},{"full_name":"Münzmay, Andreas","orcid":"0000-0002-8373-4055","first_name":"Andreas","last_name":"Münzmay","id":"61139"},{"last_name":"Pittroff","first_name":"Sarah","full_name":"Pittroff, Sarah"},{"last_name":"Razum","first_name":"Matthias","full_name":"Razum, Matthias"},{"full_name":"Röwenstrunk, Daniel","first_name":"Daniel","last_name":"Röwenstrunk"},{"first_name":"Harald","last_name":"Sack","full_name":"Sack, Harald"},{"full_name":"Simon, Holger","first_name":"Holger","last_name":"Simon"},{"full_name":"Schmidt, Dörte","first_name":"Dörte","last_name":"Schmidt"},{"first_name":"Torsten","last_name":"Schrade","full_name":"Schrade, Torsten"},{"first_name":"Annika-Valeska","last_name":"Walzel","full_name":"Walzel, Annika-Valeska"},{"full_name":"Wiermann, Barbara","last_name":"Wiermann","first_name":"Barbara"}],"publication_identifier":{"issn":["2367-7163"]},"title":"NFDI4Culture - Consortium for research data on material and immaterial cultural heritage","year":"2020","oa":"1","project":[{"_id":"745","name":"NFDI4Culture: NFDI4Culture – Konsortium für Forschungsdaten materieller und immaterieller Kulturgüter"}],"quality_controlled":"1","citation":{"bibtex":"@article{Altenhöner_Blümel_Boehm_Bove_Bicher_Bracht_Brand_Dieckmann_Effinger_Hagener_et al._2020, title={NFDI4Culture - Consortium for research data on material and immaterial cultural heritage}, volume={6}, DOI={<a href=\"https://doi.org/10.3897/rio.6.e57036\">10.3897/rio.6.e57036</a>}, journal={Research Ideas and Outcomes}, publisher={Pensoft Publishers}, author={Altenhöner, Reinhard and Blümel, Ina and Boehm, Franziska and Bove, Jens and Bicher, Katrin and Bracht, Christian and Brand, Ortrun and Dieckmann, Lisa and Effinger, Maria and Hagener, Malte and et al.}, year={2020} }","ama":"Altenhöner R, Blümel I, Boehm F, et al. NFDI4Culture - Consortium for research data on material and immaterial cultural heritage. <i>Research Ideas and Outcomes</i>. 2020;6. doi:<a href=\"https://doi.org/10.3897/rio.6.e57036\">10.3897/rio.6.e57036</a>","mla":"Altenhöner, Reinhard, et al. “NFDI4Culture - Consortium for Research Data on Material and Immaterial Cultural Heritage.” <i>Research Ideas and Outcomes</i>, vol. 6, Pensoft Publishers, 2020, doi:<a href=\"https://doi.org/10.3897/rio.6.e57036\">10.3897/rio.6.e57036</a>.","chicago":"Altenhöner, Reinhard, Ina Blümel, Franziska Boehm, Jens Bove, Katrin Bicher, Christian Bracht, Ortrun Brand, et al. “NFDI4Culture - Consortium for Research Data on Material and Immaterial Cultural Heritage.” <i>Research Ideas and Outcomes</i> 6 (2020). <a href=\"https://doi.org/10.3897/rio.6.e57036\">https://doi.org/10.3897/rio.6.e57036</a>.","short":"R. Altenhöner, I. Blümel, F. Boehm, J. Bove, K. Bicher, C. Bracht, O. Brand, L. Dieckmann, M. Effinger, M. Hagener, A. Hammes, L. Heller, A. Kailus, H. Kohle, J. Ludwig, A. Münzmay, S. Pittroff, M. Razum, D. Röwenstrunk, H. Sack, H. Simon, D. Schmidt, T. Schrade, A.-V. Walzel, B. Wiermann, Research Ideas and Outcomes 6 (2020).","ieee":"R. Altenhöner <i>et al.</i>, “NFDI4Culture - Consortium for research data on material and immaterial cultural heritage,” <i>Research Ideas and Outcomes</i>, vol. 6, 2020, doi: <a href=\"https://doi.org/10.3897/rio.6.e57036\">10.3897/rio.6.e57036</a>.","apa":"Altenhöner, R., Blümel, I., Boehm, F., Bove, J., Bicher, K., Bracht, C., Brand, O., Dieckmann, L., Effinger, M., Hagener, M., Hammes, A., Heller, L., Kailus, A., Kohle, H., Ludwig, J., Münzmay, A., Pittroff, S., Razum, M., Röwenstrunk, D., … Wiermann, B. (2020). NFDI4Culture - Consortium for research data on material and immaterial cultural heritage. <i>Research Ideas and Outcomes</i>, <i>6</i>. <a href=\"https://doi.org/10.3897/rio.6.e57036\">https://doi.org/10.3897/rio.6.e57036</a>"},"volume":6,"user_id":"61139","publisher":"Pensoft Publishers","_id":"47476","status":"public"},{"_id":"35811","publisher":"University of Carthage and INDRUM","page":"283-287","editor":[{"full_name":"Hausberger, T.","first_name":"T.","last_name":"Hausberger"},{"first_name":"M.","last_name":"Bosch","full_name":"Bosch, M."},{"first_name":"F.","last_name":"Chelloughi","full_name":"Chelloughi, F."}],"user_id":"37888","ddc":["510"],"status":"public","has_accepted_license":"1","place":"Bizerte, Tunisia","citation":{"ieee":"R. Biehler and V. Durand-Guerrier, “University Mathematics Didactic Research on Number Theory, Algebra, Discrete Mathematics, Logic,” in <i>Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020)</i>, T. Hausberger, M. Bosch, and F. Chelloughi, Eds. Bizerte, Tunisia: University of Carthage and INDRUM, 2020, pp. 283–287.","apa":"Biehler, R., &#38; Durand-Guerrier, V. (2020). University Mathematics Didactic Research on Number Theory, Algebra, Discrete Mathematics, Logic. In T. Hausberger, M. Bosch, &#38; F. Chelloughi (Eds.), <i>Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020)</i> (pp. 283–287). University of Carthage and INDRUM.","chicago":"Biehler, Rolf, and Viviane Durand-Guerrier. “University Mathematics Didactic Research on Number Theory, Algebra, Discrete Mathematics, Logic.” In <i>Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020)</i>, edited by T. Hausberger, M. Bosch, and F. Chelloughi, 283–87. Bizerte, Tunisia: University of Carthage and INDRUM, 2020.","short":"R. Biehler, V. Durand-Guerrier, in: T. Hausberger, M. Bosch, F. Chelloughi (Eds.), Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020), University of Carthage and INDRUM, Bizerte, Tunisia, 2020, pp. 283–287.","mla":"Biehler, Rolf, and Viviane Durand-Guerrier. “University Mathematics Didactic Research on Number Theory, Algebra, Discrete Mathematics, Logic.” <i>Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020)</i>, edited by T. Hausberger et al., University of Carthage and INDRUM, 2020, pp. 283–87.","bibtex":"@inbook{Biehler_Durand-Guerrier_2020, place={Bizerte, Tunisia}, title={University Mathematics Didactic Research on Number Theory, Algebra, Discrete Mathematics, Logic}, booktitle={Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020)}, publisher={University of Carthage and INDRUM}, author={Biehler, Rolf and Durand-Guerrier, Viviane}, editor={Hausberger, T. and Bosch, M. and Chelloughi, F.}, year={2020}, pages={283–287} }","ama":"Biehler R, Durand-Guerrier V. University Mathematics Didactic Research on Number Theory, Algebra, Discrete Mathematics, Logic. In: Hausberger T, Bosch M, Chelloughi F, eds. <i>Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020)</i>. University of Carthage and INDRUM; 2020:283-287."},"file_date_updated":"2024-11-11T11:58:37Z","language":[{"iso":"eng"}],"main_file_link":[{"url":"⟨hal-03114041⟩"}],"author":[{"first_name":"Rolf","last_name":"Biehler","full_name":"Biehler, Rolf","id":"16274"},{"full_name":"Durand-Guerrier, Viviane","first_name":"Viviane","last_name":"Durand-Guerrier"}],"title":"University Mathematics Didactic Research on Number Theory, Algebra, Discrete Mathematics, Logic","year":"2020","date_updated":"2024-11-11T11:59:12Z","date_created":"2023-01-10T11:14:02Z","file":[{"file_id":"56978","success":1,"content_type":"application/pdf","relation":"main_file","date_updated":"2024-11-11T11:58:37Z","file_name":"Biehler_INDRUM2020_283-287.pdf","file_size":576039,"access_level":"closed","date_created":"2024-11-11T11:58:37Z","creator":"krueter"}],"department":[{"_id":"363"}],"type":"book_chapter","keyword":["Number Theory","Algebra","Discrete Mathematics","Logic","Research in University Mathematics Edcuation"],"publication":"Proceedings of the Third Conference of the International Network for Didactic Research in University Mathematics (INDRUM 2020, 12-19 September 2020)","related_material":{"link":[{"url":"https://hal.science/hal-03114041/","relation":"confirmation"}]}},{"series_title":"Procedia Manufacturing","language":[{"iso":"eng"}],"doi":"10.1016/j.promfg.2020.08.052","title":"Process design for the forming of semi-tubular self-piercing rivets made of high nitrogen steel","year":"2020","intvolume":"        50","date_updated":"2026-02-27T10:43:48Z","publication_status":"published","date_created":"2020-10-12T08:30:08Z","department":[{"_id":"157"}],"type":"conference_editor","keyword":["high nitrogen steel","self-piercing riveting","joining by forming","bulk forming","tool design"],"abstract":[{"lang":"eng","text":"The aim to reduce pollutant emission has led to a trend towards lightweight construction in car body development during the last years. As a consequence of the resulting need for multi-material design, mechanical joining technologies become increasingly important. Mechanical joining allows for the combination of dissimilar materials, while thermic joining techniques reach their limits. Self-piercing riveting enables the joining of dissimilar materials by using semi-tubular rivets as mechanical fasteners. The rivet production, however, is costly and time-consuming, as the rivets generally have to be hardened, tempered and coated after forming, in order to achieve an adequate strength and corrosion resistance. A promising approach to improve the efficiency of the rivet manufacturing is the use of high-strength high nitrogen steel as rivet material because these additional process steps would not be necessary anymore. As a result of the comparatively high nitrogen content, such steels have various beneficial properties like higher strength, good ductility and improved corrosion resistance. By cold bulk forming of high nitrogen steels high-strength parts can be manufactured due to the strengthening which is caused by the high strain hardening. However, high tool loads thereby have to be expected and are a major challenge during the production process. Consequently, there is a need for appropriate forming strategies. This paper presents key aspects concerning the process design for the manufacturing of semi-tubular self-piercing rivets made of high-strength steel. The aim is to produce the rivets in several forming stages without intermediate heat treatment between the single stages. Due to the high strain hardening of the material, a two stage forming concept will be investigated. Cup-backward extrusion is chosen as the first process step in order to form the rivet shank without forming the rivet foot. Thus, the strain hardening effects in the area of the rivet foot are minimized and the tool loads during the following process step can be reduced. During the second and final forming stage the detailed geometry of the rivet foot and the rivet head is formed. In this context, the effect of different variations, for example concerning the final geometry of the rivet foot, on the tool load is investigated using multistage numerical analysis. Furthermore, the influence of the process temperature on occurring stresses is analysed. Based on the results of the investigations, an adequate forming strategy and a tool concept for the manufacturing of semi-tubular self-piercing rivets made of high-strength steel are presented."}],"_id":"19976","page":"280-285","editor":[{"last_name":"Kuball","first_name":"Clara-Maria","full_name":"Kuball, Clara-Maria"},{"full_name":"Uhe, Benedikt","first_name":"Benedikt","last_name":"Uhe","id":"38131"},{"first_name":"Gerson","last_name":"Meschut","orcid":"0000-0002-2763-1246","full_name":"Meschut, Gerson","id":"32056"},{"first_name":"Marion","last_name":"Merklein","full_name":"Merklein, Marion"}],"volume":50,"user_id":"53912","status":"public","citation":{"chicago":"Kuball, Clara-Maria, Benedikt Uhe, Gerson Meschut, and Marion Merklein, eds. <i>Process Design for the Forming of Semi-Tubular Self-Piercing Rivets Made of High Nitrogen Steel</i>. Vol. 50. Procedia Manufacturing, 2020. <a href=\"https://doi.org/10.1016/j.promfg.2020.08.052\">https://doi.org/10.1016/j.promfg.2020.08.052</a>.","short":"C.-M. Kuball, B. Uhe, G. Meschut, M. Merklein, eds., Process Design for the Forming of Semi-Tubular Self-Piercing Rivets Made of High Nitrogen Steel, 2020.","ieee":"C.-M. Kuball, B. Uhe, G. Meschut, and M. Merklein, Eds., <i>Process design for the forming of semi-tubular self-piercing rivets made of high nitrogen steel</i>, vol. 50. 2020, pp. 280–285.","apa":"Kuball, C.-M., Uhe, B., Meschut, G., &#38; Merklein, M. (Eds.). (2020). <i>Process design for the forming of semi-tubular self-piercing rivets made of high nitrogen steel</i> (Vol. 50, pp. 280–285). <a href=\"https://doi.org/10.1016/j.promfg.2020.08.052\">https://doi.org/10.1016/j.promfg.2020.08.052</a>","bibtex":"@book{Kuball_Uhe_Meschut_Merklein_2020, series={Procedia Manufacturing}, title={Process design for the forming of semi-tubular self-piercing rivets made of high nitrogen steel}, volume={50}, DOI={<a href=\"https://doi.org/10.1016/j.promfg.2020.08.052\">10.1016/j.promfg.2020.08.052</a>}, year={2020}, pages={280–285}, collection={Procedia Manufacturing} }","ama":"Kuball C-M, Uhe B, Meschut G, Merklein M, eds. <i>Process Design for the Forming of Semi-Tubular Self-Piercing Rivets Made of High Nitrogen Steel</i>. Vol 50.; 2020:280-285. doi:<a href=\"https://doi.org/10.1016/j.promfg.2020.08.052\">10.1016/j.promfg.2020.08.052</a>","mla":"Kuball, Clara-Maria, et al., editors. <i>Process Design for the Forming of Semi-Tubular Self-Piercing Rivets Made of High Nitrogen Steel</i>. 2020, pp. 280–85, doi:<a href=\"https://doi.org/10.1016/j.promfg.2020.08.052\">10.1016/j.promfg.2020.08.052</a>."},"quality_controlled":"1"},{"status":"public","page":"417-423","_id":"19973","user_id":"53912","volume":14,"citation":{"chicago":"Uhe, Benedikt, Clara-Maria Kuball, Marion Merklein, and Gerson Meschut. “Improvement of a Rivet Geometry for the Self-Piercing Riveting of High-Strength Steel and Multi-Material Joints.” <i>Production Engineering</i> 14 (2020): 417–23. <a href=\"https://doi.org/10.1007/s11740-020-00973-w\">https://doi.org/10.1007/s11740-020-00973-w</a>.","short":"B. Uhe, C.-M. Kuball, M. Merklein, G. Meschut, Production Engineering 14 (2020) 417–423.","ieee":"B. Uhe, C.-M. Kuball, M. Merklein, and G. Meschut, “Improvement of a rivet geometry for the self-piercing riveting of high-strength steel and multi-material joints,” <i>Production Engineering</i>, vol. 14, pp. 417–423, 2020, doi: <a href=\"https://doi.org/10.1007/s11740-020-00973-w\">10.1007/s11740-020-00973-w</a>.","apa":"Uhe, B., Kuball, C.-M., Merklein, M., &#38; Meschut, G. (2020). Improvement of a rivet geometry for the self-piercing riveting of high-strength steel and multi-material joints. <i>Production Engineering</i>, <i>14</i>, 417–423. <a href=\"https://doi.org/10.1007/s11740-020-00973-w\">https://doi.org/10.1007/s11740-020-00973-w</a>","bibtex":"@article{Uhe_Kuball_Merklein_Meschut_2020, title={Improvement of a rivet geometry for the self-piercing riveting of high-strength steel and multi-material joints}, volume={14}, DOI={<a href=\"https://doi.org/10.1007/s11740-020-00973-w\">10.1007/s11740-020-00973-w</a>}, journal={Production Engineering}, author={Uhe, Benedikt and Kuball, Clara-Maria and Merklein, Marion and Meschut, Gerson}, year={2020}, pages={417–423} }","ama":"Uhe B, Kuball C-M, Merklein M, Meschut G. Improvement of a rivet geometry for the self-piercing riveting of high-strength steel and multi-material joints. <i>Production Engineering</i>. 2020;14:417-423. doi:<a href=\"https://doi.org/10.1007/s11740-020-00973-w\">10.1007/s11740-020-00973-w</a>","mla":"Uhe, Benedikt, et al. “Improvement of a Rivet Geometry for the Self-Piercing Riveting of High-Strength Steel and Multi-Material Joints.” <i>Production Engineering</i>, vol. 14, 2020, pp. 417–23, doi:<a href=\"https://doi.org/10.1007/s11740-020-00973-w\">10.1007/s11740-020-00973-w</a>."},"quality_controlled":"1","year":"2020","title":"Improvement of a rivet geometry for the self-piercing riveting of high-strength steel and multi-material joints","author":[{"full_name":"Uhe, Benedikt","first_name":"Benedikt","last_name":"Uhe","id":"38131"},{"last_name":"Kuball","first_name":"Clara-Maria","full_name":"Kuball, Clara-Maria"},{"first_name":"Marion","last_name":"Merklein","full_name":"Merklein, Marion"},{"id":"32056","full_name":"Meschut, Gerson","orcid":"0000-0002-2763-1246","last_name":"Meschut","first_name":"Gerson"}],"date_updated":"2026-02-27T10:41:55Z","publication_status":"published","intvolume":"        14","article_type":"original","language":[{"iso":"eng"}],"doi":"10.1007/s11740-020-00973-w","publication":"Production Engineering","abstract":[{"lang":"eng","text":"As a result of lightweight design, increased use is being made of high-strength steel and aluminium in car bodies. Self-piercing riveting is an established technique for joining these materials. The dissimilar properties of the two materials have led to a number of different rivet geometries in the past. Each rivet geometry fulfils the requirements of the materials within a limited range. In the present investigation, an improved rivet geometry is developed, which permits the reliable joining of two material combinations that could only be joined by two different rivet geometries up until now. Material combination 1 consists of high-strength steel on both sides, while material combination 2 comprises aluminium on the punch side and high-strength steel on the die side. The material flow and the stress and strain conditions prevailing during the joining process are analysed by means of numerical simulation. The rivet geometry is then improved step-by-step on the basis of this analysis. Finally, the improved rivet geometry is manufactured and the findings of the investigation are verified in experimental joining tests."}],"date_created":"2020-10-12T08:14:13Z","type":"journal_article","keyword":["Self-piercing riveting","Joining technology","Rivet geometry","Multi-material design","High-strength steel","Aluminium"],"department":[{"_id":"157"}]},{"department":[{"_id":"78"}],"keyword":["Approximate computing","design automation","parameter selection","circuit synthesis"],"type":"conference","date_created":"2019-07-08T15:13:10Z","abstract":[{"text":"State-of-the-art frameworks for generating approximate circuits automatically explore the search space in an iterative process - often greedily. Synthesis and verification processes are invoked in each iteration to evaluate the found solutions and to guide the search algorithm. As a result, a large number of approximate circuits is subjected to analysis - leading to long runtimes - but only a few approximate circuits might form an acceptable solution.\r\n\r\nIn this paper, we present our Jump Search (JS) method which seeks to reduce the runtime of an approximation process by reducing the number of expensive synthesis and verification steps. To reduce the runtime, JS computes impact factors for each approximation candidate in the circuit to create a selection of approximate circuits without invoking synthesis or verification processes. We denote the selection as path from which JS determines the final solution. In our experimental results, JS achieved speed-ups of up to 57x while area savings remain comparable to the reference search method, Simulated Annealing.","lang":"eng"}],"publication":"Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI '19","doi":"10.1145/3299874.3317998","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2022-01-06T06:50:45Z","publication_identifier":{"isbn":["9781450362528"]},"author":[{"id":"49051","first_name":"Linus Matthias","last_name":"Witschen","full_name":"Witschen, Linus Matthias"},{"full_name":"Ghasemzadeh Mohammadi, Hassan","first_name":"Hassan","last_name":"Ghasemzadeh Mohammadi","id":"61186"},{"last_name":"Artmann","first_name":"Matthias","full_name":"Artmann, Matthias"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"year":"2019","title":"Jump Search: A Fast Technique for the Synthesis of Approximate Circuits","place":"New York, NY, USA","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"citation":{"ieee":"L. M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, and M. Platzner, “Jump Search: A Fast Technique for the Synthesis of Approximate Circuits,” in <i>Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI ’19</i>, Tysons Corner, VA, USA, 2019.","apa":"Witschen, L. M., Ghasemzadeh Mohammadi, H., Artmann, M., &#38; Platzner, M. (2019). Jump Search: A Fast Technique for the Synthesis of Approximate Circuits. In <i>Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI ’19</i>. New York, NY, USA: ACM. <a href=\"https://doi.org/10.1145/3299874.3317998\">https://doi.org/10.1145/3299874.3317998</a>","chicago":"Witschen, Linus Matthias, Hassan Ghasemzadeh Mohammadi, Matthias Artmann, and Marco Platzner. “Jump Search: A Fast Technique for the Synthesis of Approximate Circuits.” In <i>Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI ’19</i>. New York, NY, USA: ACM, 2019. <a href=\"https://doi.org/10.1145/3299874.3317998\">https://doi.org/10.1145/3299874.3317998</a>.","short":"L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, in: Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI ’19, ACM, New York, NY, USA, 2019.","mla":"Witschen, Linus Matthias, et al. “Jump Search: A Fast Technique for the Synthesis of Approximate Circuits.” <i>Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI ’19</i>, ACM, 2019, doi:<a href=\"https://doi.org/10.1145/3299874.3317998\">10.1145/3299874.3317998</a>.","bibtex":"@inproceedings{Witschen_Ghasemzadeh Mohammadi_Artmann_Platzner_2019, place={New York, NY, USA}, title={Jump Search: A Fast Technique for the Synthesis of Approximate Circuits}, DOI={<a href=\"https://doi.org/10.1145/3299874.3317998\">10.1145/3299874.3317998</a>}, booktitle={Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI ’19}, publisher={ACM}, author={Witschen, Linus Matthias and Ghasemzadeh Mohammadi, Hassan and Artmann, Matthias and Platzner, Marco}, year={2019} }","ama":"Witschen LM, Ghasemzadeh Mohammadi H, Artmann M, Platzner M. Jump Search: A Fast Technique for the Synthesis of Approximate Circuits. In: <i>Proceedings of the 2019 on Great Lakes Symposium on VLSI  - GLSVLSI ’19</i>. New York, NY, USA: ACM; 2019. doi:<a href=\"https://doi.org/10.1145/3299874.3317998\">10.1145/3299874.3317998</a>"},"user_id":"49051","_id":"10577","publisher":"ACM","conference":{"start_date":"2019-05-09","name":"ACM Great Lakes Symposium on VLSI (GLSVLSI)","location":"Tysons Corner, VA, USA","end_date":"2019-05-11"},"status":"public"},{"date_updated":"2023-12-13T10:51:17Z","intvolume":"        34","year":"2019","title":"OpenML: An R Package to Connect to the Machine Learning Platform OpenML","author":[{"full_name":"Casalicchio, Giuseppe","first_name":"Giuseppe","last_name":"Casalicchio"},{"full_name":"Bossek, Jakob","last_name":"Bossek","first_name":"Jakob","orcid":"0000-0002-4121-4668","id":"102979"},{"last_name":"Lang","first_name":"Michel","full_name":"Lang, Michel"},{"first_name":"Dominik","last_name":"Kirchhoff","full_name":"Kirchhoff, Dominik"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"},{"full_name":"Hofner, Benjamin","first_name":"Benjamin","last_name":"Hofner"},{"full_name":"Seibold, Heidi","last_name":"Seibold","first_name":"Heidi"},{"full_name":"Vanschoren, Joaquin","last_name":"Vanschoren","first_name":"Joaquin"},{"first_name":"Bernd","last_name":"Bischl","full_name":"Bischl, Bernd"}],"publication_identifier":{"issn":["0943-4062"]},"doi":"10.1007/s00180-017-0742-2","language":[{"iso":"eng"}],"abstract":[{"text":"OpenML is an online machine learning platform where researchers can easily share data, machine learning tasks and experiments as well as organize them online to work and collaborate more efficiently. In this paper, we present an R package to interface with the OpenML platform and illustrate its usage in combination with the machine learning R package mlr (Bischl et al. J Mach Learn Res 17(170):1—5, 2016). We show how the OpenML package allows R users to easily search, download and upload data sets and machine learning tasks. Furthermore, we also show how to upload results of experiments, share them with others and download results from other users. Beyond ensuring reproducibility of results, the OpenML platform automates much of the drudge work, speeds up research, facilitates collaboration and increases the users’ visibility online.","lang":"eng"}],"publication":"Computational Statistics","issue":"3","keyword":["Databases","Machine learning","R","Reproducible research"],"type":"journal_article","department":[{"_id":"819"}],"date_created":"2023-11-14T15:58:57Z","status":"public","user_id":"102979","volume":34,"page":"977–991","_id":"48877","citation":{"ieee":"G. Casalicchio <i>et al.</i>, “OpenML: An R Package to Connect to the Machine Learning Platform OpenML,” <i>Computational Statistics</i>, vol. 34, no. 3, pp. 977–991, 2019, doi: <a href=\"https://doi.org/10.1007/s00180-017-0742-2\">10.1007/s00180-017-0742-2</a>.","apa":"Casalicchio, G., Bossek, J., Lang, M., Kirchhoff, D., Kerschke, P., Hofner, B., Seibold, H., Vanschoren, J., &#38; Bischl, B. (2019). OpenML: An R Package to Connect to the Machine Learning Platform OpenML. <i>Computational Statistics</i>, <i>34</i>(3), 977–991. <a href=\"https://doi.org/10.1007/s00180-017-0742-2\">https://doi.org/10.1007/s00180-017-0742-2</a>","short":"G. Casalicchio, J. Bossek, M. Lang, D. Kirchhoff, P. Kerschke, B. Hofner, H. Seibold, J. Vanschoren, B. Bischl, Computational Statistics 34 (2019) 977–991.","chicago":"Casalicchio, Giuseppe, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, and Bernd Bischl. “OpenML: An R Package to Connect to the Machine Learning Platform OpenML.” <i>Computational Statistics</i> 34, no. 3 (2019): 977–991. <a href=\"https://doi.org/10.1007/s00180-017-0742-2\">https://doi.org/10.1007/s00180-017-0742-2</a>.","mla":"Casalicchio, Giuseppe, et al. “OpenML: An R Package to Connect to the Machine Learning Platform OpenML.” <i>Computational Statistics</i>, vol. 34, no. 3, 2019, pp. 977–991, doi:<a href=\"https://doi.org/10.1007/s00180-017-0742-2\">10.1007/s00180-017-0742-2</a>.","bibtex":"@article{Casalicchio_Bossek_Lang_Kirchhoff_Kerschke_Hofner_Seibold_Vanschoren_Bischl_2019, title={OpenML: An R Package to Connect to the Machine Learning Platform OpenML}, volume={34}, DOI={<a href=\"https://doi.org/10.1007/s00180-017-0742-2\">10.1007/s00180-017-0742-2</a>}, number={3}, journal={Computational Statistics}, author={Casalicchio, Giuseppe and Bossek, Jakob and Lang, Michel and Kirchhoff, Dominik and Kerschke, Pascal and Hofner, Benjamin and Seibold, Heidi and Vanschoren, Joaquin and Bischl, Bernd}, year={2019}, pages={977–991} }","ama":"Casalicchio G, Bossek J, Lang M, et al. OpenML: An R Package to Connect to the Machine Learning Platform OpenML. <i>Computational Statistics</i>. 2019;34(3):977–991. doi:<a href=\"https://doi.org/10.1007/s00180-017-0742-2\">10.1007/s00180-017-0742-2</a>"}},{"main_file_link":[{"url":"https://hal.science/hal-02409325/"}],"article_number":"hal-02409325","language":[{"iso":"eng"}],"series_title":"Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)","date_updated":"2024-04-18T09:19:16Z","year":"2019","title":"How theories of language-responsive mathematics can inform teaching designs for vocational mathematics","author":[{"id":"85190","full_name":"Wessel, Lena","first_name":"Lena","last_name":"Wessel"}],"keyword":["Vocational education","language","percentages","scaffolding","design research"],"type":"conference","department":[{"_id":"643"}],"date_created":"2023-10-24T07:56:11Z","issue":"12","publication":"Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)","user_id":"37888","editor":[{"last_name":"Jankvist","first_name":"Uffe Thomas","full_name":"Jankvist, Uffe Thomas"},{"full_name":"van den Heuvel-Panhuizen, Marja","first_name":"Marja","last_name":"van den Heuvel-Panhuizen"},{"full_name":"Veldhuis, Michiel","last_name":"Veldhuis","first_name":"Michiel"}],"volume":"TWG07","publisher":"Freudenthal Group","_id":"48409","status":"public","place":"Utrecht, Netherlands","citation":{"chicago":"Wessel, Lena. “How Theories of Language-Responsive Mathematics Can Inform Teaching Designs for Vocational Mathematics.” In <i>Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)</i>, edited by Uffe Thomas Jankvist, Marja van den Heuvel-Panhuizen, and Michiel Veldhuis, Vol. TWG07. Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11). Utrecht, Netherlands: Freudenthal Group, 2019.","short":"L. Wessel, in: U.T. Jankvist, M. van den Heuvel-Panhuizen, M. Veldhuis (Eds.), Eleventh Congress of the European Society for Research in Mathematics Education (CERME11), Freudenthal Group, Utrecht, Netherlands, 2019.","ama":"Wessel L. How theories of language-responsive mathematics can inform teaching designs for vocational mathematics. In: Jankvist UT, van den Heuvel-Panhuizen M, Veldhuis M, eds. <i>Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)</i>. Vol TWG07. Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11). Freudenthal Group; 2019.","bibtex":"@inproceedings{Wessel_2019, place={Utrecht, Netherlands}, series={Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)}, title={How theories of language-responsive mathematics can inform teaching designs for vocational mathematics}, volume={TWG07}, number={12hal-02409325}, booktitle={Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)}, publisher={Freudenthal Group}, author={Wessel, Lena}, editor={Jankvist, Uffe Thomas and van den Heuvel-Panhuizen, Marja and Veldhuis, Michiel}, year={2019}, collection={Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)} }","mla":"Wessel, Lena. “How Theories of Language-Responsive Mathematics Can Inform Teaching Designs for Vocational Mathematics.” <i>Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)</i>, edited by Uffe Thomas Jankvist et al., vol. TWG07, no. 12, hal-02409325, Freudenthal Group, 2019.","apa":"Wessel, L. (2019). How theories of language-responsive mathematics can inform teaching designs for vocational mathematics. In U. T. Jankvist, M. van den Heuvel-Panhuizen, &#38; M. Veldhuis (Eds.), <i>Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)</i> (hal-02409325; Vol. TWG07, Issue 12). Freudenthal Group.","ieee":"L. Wessel, “How theories of language-responsive mathematics can inform teaching designs for vocational mathematics,” in <i>Eleventh Congress of the European Society for Research in Mathematics Education (CERME11)</i>, 2019, vol. TWG07, no. 12."}},{"page":"1-6","language":[{"iso":"eng"}],"_id":"9992","user_id":"210","title":"Numerical and statistical investigation of weld formation in a novel two-dimensional copper-copper bonding process","status":"public","year":"2018","author":[{"last_name":"Dymel","first_name":"Collin","full_name":"Dymel, Collin","id":"66833"},{"first_name":"Paul","last_name":"Eichwald","full_name":"Eichwald, Paul"},{"full_name":"Schemmel, Reinhard","last_name":"Schemmel","first_name":"Reinhard","id":"28647"},{"id":"210","full_name":"Hemsel, Tobias","last_name":"Hemsel","first_name":"Tobias"},{"full_name":"Brökelmann, Michael","last_name":"Brökelmann","first_name":"Michael"},{"full_name":"Hunstig, Matthias","first_name":"Matthias","last_name":"Hunstig"},{"id":"21220","last_name":"Sextro","first_name":"Walter","full_name":"Sextro, Walter"}],"date_updated":"2020-05-07T05:33:56Z","date_created":"2019-05-27T10:18:10Z","keyword":["ultrasonic wire-bonding","bond-tool design","parameter identification","statistical engineering"],"type":"conference","department":[{"_id":"151"}],"publication":"(Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany)","citation":{"bibtex":"@inproceedings{Dymel_Eichwald_Schemmel_Hemsel_Brökelmann_Hunstig_Sextro_2018, title={Numerical and statistical investigation of weld formation in a novel two-dimensional copper-copper bonding process}, booktitle={(Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany)}, author={Dymel, Collin and Eichwald, Paul and Schemmel, Reinhard and Hemsel, Tobias and Brökelmann, Michael and Hunstig, Matthias and Sextro, Walter}, year={2018}, pages={1–6} }","ama":"Dymel C, Eichwald P, Schemmel R, et al. Numerical and statistical investigation of weld formation in a novel two-dimensional copper-copper bonding process. In: <i>(Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany)</i>. ; 2018:1-6.","mla":"Dymel, Collin, et al. “Numerical and Statistical Investigation of Weld Formation in a Novel Two-Dimensional Copper-Copper Bonding Process.” <i>(Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany)</i>, 2018, pp. 1–6.","chicago":"Dymel, Collin, Paul Eichwald, Reinhard Schemmel, Tobias Hemsel, Michael Brökelmann, Matthias Hunstig, and Walter Sextro. “Numerical and Statistical Investigation of Weld Formation in a Novel Two-Dimensional Copper-Copper Bonding Process.” In <i>(Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany)</i>, 1–6, 2018.","short":"C. Dymel, P. Eichwald, R. Schemmel, T. Hemsel, M. Brökelmann, M. Hunstig, W. Sextro, in: (Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany), 2018, pp. 1–6.","ieee":"C. Dymel <i>et al.</i>, “Numerical and statistical investigation of weld formation in a novel two-dimensional copper-copper bonding process,” in <i>(Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany)</i>, 2018, pp. 1–6.","apa":"Dymel, C., Eichwald, P., Schemmel, R., Hemsel, T., Brökelmann, M., Hunstig, M., &#38; Sextro, W. (2018). Numerical and statistical investigation of weld formation in a novel two-dimensional copper-copper bonding process. In <i>(Proceedings of 7th Electronics System-Integration Technology Conference, Dresden, Germany)</i> (pp. 1–6)."},"abstract":[{"text":"State-of-the-art industrial compact high power electronic packages require copper-copper interconnections with larger cross sections made by ultrasonic bonding. In comparison to aluminium-copper, copper-copper interconnections require increased normal forces and ultrasonic power, which might lead to substrate damage due to increased mechanical stresses. One option to raise friction energy without increasing vibration amplitude between wire and substrate or bonding force is the use of two-dimensional vibration. The first part of this contribution reports on the development of a novel bonding system that executes two-dimensional vibrations of a tool-tip to bond a nail- like pin onto a copper substrate. Since intermetallic bonds only form properly when surfaces are clean, oxide free and activated, the geometries of tool-tip and pin were optimised using finite element analysis. To maximize the area of the bonded annulus the distribution of normal pressure was optimized by varying the convexity of the bottom side of the pin. Second, a statistical model obtained from an experimental parameter study shows the influence of different bonding parameters on the bond result. To find bonding parameters with the minimum number of tests, the experiments have been planned using a D-optimal experimental design approach.","lang":"eng"}],"quality_controlled":"1","project":[{"_id":"93","grant_number":"MP-1-1-015","name":"Hochleistungsbonden in energieeffizienten Leistungshalbleitermodulen"}]},{"status":"public","conference":{"location":"Valencia, Spain","name":"Proceedings of INTED2018 Conference","start_date":"2018-03-05","end_date":"2018-03-07"},"has_accepted_license":"1","_id":"24395","ddc":["620"],"user_id":"83744","file_date_updated":"2021-09-14T21:34:56Z","citation":{"mla":"Weiß, Borkowski, et al. <i>NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH</i>. 2018, doi:<a href=\"https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)\">Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)</a>.","apa":"Weiß, B., Ilona, H., Berscheid, A. lena, Fischer, S. D., &#38; Tröster, T. (2018). <i>NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH</i>. Proceedings of INTED2018 Conference, Valencia, Spain. <a href=\"https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)\">https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)</a>","ieee":"B. Weiß, H. Ilona, A. lena Berscheid, S. D. Fischer, and T. Tröster, “NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH,” presented at the Proceedings of INTED2018 Conference, Valencia, Spain, 2018, doi: <a href=\"https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)\">Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)</a>.","chicago":"Weiß, Borkowski, Horwath Ilona, Anna lena Berscheid, Silvia Dohmeier Fischer, and Thomas Tröster. “NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH,” 2018. <a href=\"https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)\">https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)</a>.","ama":"Weiß B, Ilona H, Berscheid A lena, Fischer SD, Tröster T. NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH. In: ; 2018. doi:<a href=\"https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)\">Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)</a>","short":"B. Weiß, H. Ilona, A. lena Berscheid, S.D. Fischer, T. Tröster, in: 2018.","bibtex":"@inproceedings{Weiß_Ilona_Berscheid_Fischer_Tröster_2018, title={NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH}, DOI={<a href=\"https://doi.org/Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)\">Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)</a>}, author={Weiß, Borkowski and Ilona, Horwath and Berscheid, Anna lena and Fischer, Silvia Dohmeier and Tröster, Thomas}, year={2018} }"},"quality_controlled":"1","title":"NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH","year":"2018","author":[{"full_name":"Weiß, Borkowski","last_name":"Weiß","first_name":"Borkowski"},{"full_name":"Ilona, Horwath","first_name":"Horwath","last_name":"Ilona"},{"full_name":"Berscheid, Anna lena","last_name":"Berscheid","first_name":"Anna lena"},{"full_name":"Fischer, Silvia Dohmeier","last_name":"Fischer","first_name":"Silvia Dohmeier"},{"full_name":"Tröster, Thomas","last_name":"Tröster","first_name":"Thomas"}],"date_updated":"2022-04-20T09:15:12Z","language":[{"iso":"eng"}],"doi":"Weiß-Borkowski, N.; Horwath, I.; Berscheid, A.-L.; Tröster, T. (2018)","abstract":[{"text":"In the field of lightweight design by composites, the V-Model forms the basis of inter- and\r\ntransdisciplinary collaboration and research of 13 doctoral students from different disciplines, i. e.\r\nengineering, sciences and social sciences. The technological challenges of the research college itself\r\nand the V-Model as an approach for addressing these challenges are introduced. Within the\r\ncooperation of the young researchers, a technology demonstrator was produced. On the one hand this\r\ncan be seen as demonstrator for the different technologies which are addressed by individual research\r\nand on the other hand for the interdisciplinary collaboration itself. Exemplary, this technology\r\ndemonstrator is presented as one result of the research group and the challenges of the\r\ninterdisciplinary collaboration while producing it are pointed out.","lang":"eng"}],"file":[{"creator":"innem","date_created":"2021-09-14T21:34:56Z","file_size":517765,"access_level":"closed","file_name":"Weiss_etal_2018.pdf","date_updated":"2021-09-14T21:34:56Z","relation":"main_file","content_type":"application/pdf","success":1,"file_id":"24470"}],"date_created":"2021-09-14T14:43:12Z","type":"conference","keyword":["Lightweight Design","Composites","Interdisciplinarity","Transdisciplinarity","V-Model."],"department":[{"_id":"603"}]},{"doi":"10.21125/inted.2018.1651","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2022-04-21T18:18:23Z","author":[{"first_name":"Ilona","last_name":"Horwath","full_name":"Horwath, Ilona"},{"last_name":"Dohmeier-Fischer","first_name":"Silvia","full_name":"Dohmeier-Fischer, Silvia"},{"last_name":"Weiß-Borkowski","first_name":"Nathalie","full_name":"Weiß-Borkowski, Nathalie"},{"first_name":"Thomas","last_name":"Tröster","full_name":"Tröster, Thomas"}],"year":"2018","title":"FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING","department":[{"_id":"603"}],"keyword":["Lightweight Design","Interdisciplinarity","Transdisciplinarity","Higher Education","Research Methods"],"type":"conference","date_created":"2021-09-14T21:30:25Z","file":[{"date_created":"2021-09-14T21:31:21Z","creator":"innem","file_id":"24469","content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2021-09-14T21:31:21Z","file_name":"Horwath_etal_2018.pdf","file_size":259154,"access_level":"closed"}],"abstract":[{"lang":"eng","text":"Inter- and transdisciplinary research are new demands in Higher Education. Aiming to enhance the social relevance, usability and sustainability of technological products and solutions, society and public institutions such as research funding organizations increasingly expect engineers to include inter- and transdisciplinary approaches into the development of new technologies. Engineering research and education, however, are particularly challenging areas to realize inter- and transdisciplinary collaborations, for manifold reasons.\r\nThis contribution presents methods and results of an inter- and transdisciplinary research and education strategy designed to meet the particular requirements of engineers and engineering students. It starts with a brief discussion of typical challenges regarding inter- and transdisciplinary approaches in engineering (research topics, research culture, skills, time, and barriers of lay people to involve in technology development). Secondly, it presents the methods developed to overcome those challenges within the context of the NRW Fortschrittskolleg \"Light - Efficient - Mobile\" (FK LEM). Founded in 2014, the FK LEM is a PhD programm focuses on lightweight construction, but with a special emphasis on how lightweight technologies are connected to different areas of society, to societal actors and technology users, and to the needs of a diversity of social groups. In order to explore these connections, we organized three workshops to bring public service, civil society, industry, practitioners and engineers together to discuss the perceived needs in those areas, and the potential of lightweight solutions. Topically, the workshops were dedicated to the fields of Rescue & Security Services; Care, Mobility & Assisted Living; and Sustainable Ressources & Climate Protection. Methodologically, we applied a pragmatic but valid approach to focus groups and discourse analysis. Results of the workshops in terms of directions for future research, epistemological and ethical dimensions of lightweight engineering are presented in the third part of our contribution. Finally, we discuss how our method and experience can be transferred into other engineering and educational contexts. With other words, how empowering students, engineers and the public to involve in inter- and transdisciplinary engineering processes can be achieved, and how this empowerment supports the development of innovative technologies as well as engineers’ skills to design technology in line with societies’ needs and challenges."}],"publication":"INTED2018 Proceedings","user_id":"83744","ddc":["620"],"_id":"24468","has_accepted_license":"1","status":"public","quality_controlled":"1","citation":{"mla":"Horwath, Ilona, et al. “FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING.” <i>INTED2018 Proceedings</i>, 2018, doi:<a href=\"https://doi.org/10.21125/inted.2018.1651\">10.21125/inted.2018.1651</a>.","ama":"Horwath I, Dohmeier-Fischer S, Weiß-Borkowski N, Tröster T. FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING. In: <i>INTED2018 Proceedings</i>. ; 2018. doi:<a href=\"https://doi.org/10.21125/inted.2018.1651\">10.21125/inted.2018.1651</a>","bibtex":"@inproceedings{Horwath_Dohmeier-Fischer_Weiß-Borkowski_Tröster_2018, title={FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING}, DOI={<a href=\"https://doi.org/10.21125/inted.2018.1651\">10.21125/inted.2018.1651</a>}, booktitle={INTED2018 Proceedings}, author={Horwath, Ilona and Dohmeier-Fischer, Silvia and Weiß-Borkowski, Nathalie and Tröster, Thomas}, year={2018} }","apa":"Horwath, I., Dohmeier-Fischer, S., Weiß-Borkowski, N., &#38; Tröster, T. (2018). FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING. <i>INTED2018 Proceedings</i>. <a href=\"https://doi.org/10.21125/inted.2018.1651\">https://doi.org/10.21125/inted.2018.1651</a>","ieee":"I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, and T. Tröster, “FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING,” 2018, doi: <a href=\"https://doi.org/10.21125/inted.2018.1651\">10.21125/inted.2018.1651</a>.","short":"I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, T. Tröster, in: INTED2018 Proceedings, 2018.","chicago":"Horwath, Ilona, Silvia Dohmeier-Fischer, Nathalie Weiß-Borkowski, and Thomas Tröster. “FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING.” In <i>INTED2018 Proceedings</i>, 2018. <a href=\"https://doi.org/10.21125/inted.2018.1651\">https://doi.org/10.21125/inted.2018.1651</a>."},"file_date_updated":"2021-09-14T21:31:21Z"},{"_id":"4516","publisher":"SpringerNature","page":"377-391","volume":60,"user_id":"59677","status":"public","citation":{"bibtex":"@article{Beverungen_Lüttenberg_Wolf_2018, title={Recombinant Service Systems Engineering}, volume={60}, DOI={<a href=\"https://doi.org/10.1007/s12599-018-0526-4\">10.1007/s12599-018-0526-4</a>}, number={5}, journal={Business &#38; Information Systems Engineering}, publisher={SpringerNature}, author={Beverungen, Daniel and Lüttenberg, Hedda and Wolf, Verena}, year={2018}, pages={377–391} }","ama":"Beverungen D, Lüttenberg H, Wolf V. Recombinant Service Systems Engineering. <i>Business &#38; Information Systems Engineering</i>. 2018;60(5):377-391. doi:<a href=\"https://doi.org/10.1007/s12599-018-0526-4\">10.1007/s12599-018-0526-4</a>","mla":"Beverungen, Daniel, et al. “Recombinant Service Systems Engineering.” <i>Business &#38; Information Systems Engineering</i>, vol. 60, no. 5, SpringerNature, 2018, pp. 377–91, doi:<a href=\"https://doi.org/10.1007/s12599-018-0526-4\">10.1007/s12599-018-0526-4</a>.","chicago":"Beverungen, Daniel, Hedda Lüttenberg, and Verena Wolf. “Recombinant Service Systems Engineering.” <i>Business &#38; Information Systems Engineering</i> 60, no. 5 (2018): 377–91. <a href=\"https://doi.org/10.1007/s12599-018-0526-4\">https://doi.org/10.1007/s12599-018-0526-4</a>.","short":"D. Beverungen, H. Lüttenberg, V. Wolf, Business &#38; Information Systems Engineering 60 (2018) 377–391.","ieee":"D. Beverungen, H. Lüttenberg, and V. Wolf, “Recombinant Service Systems Engineering,” <i>Business &#38; Information Systems Engineering</i>, vol. 60, no. 5, pp. 377–391, 2018, doi: <a href=\"https://doi.org/10.1007/s12599-018-0526-4\">10.1007/s12599-018-0526-4</a>.","apa":"Beverungen, D., Lüttenberg, H., &#38; Wolf, V. (2018). Recombinant Service Systems Engineering. <i>Business &#38; Information Systems Engineering</i>, <i>60</i>(5), 377–391. <a href=\"https://doi.org/10.1007/s12599-018-0526-4\">https://doi.org/10.1007/s12599-018-0526-4</a>"},"project":[{"_id":"36","grant_number":"O2K14A22O","name":"Digivation: Digitale Prozessinnovationen durch datenbasierte Dienstleistungen "},{"_id":"1068","grant_number":"02K14A220","name":"DIGIVATION: DIGIVATION - Dienstleistungsinnovationen durch Digitalisierung - Methoden, Potenziale und Transfer für Smart Services"}],"quality_controlled":"1","language":[{"iso":"eng"}],"doi":"10.1007/s12599-018-0526-4","author":[{"first_name":"Daniel","last_name":"Beverungen","full_name":"Beverungen, Daniel","id":"59677"},{"last_name":"Lüttenberg","first_name":"Hedda","full_name":"Lüttenberg, Hedda","id":"60612"},{"id":"23633","full_name":"Wolf, Verena","last_name":"Wolf","first_name":"Verena"}],"publication_identifier":{"issn":["2363-7005","1867-0202"]},"title":"Recombinant Service Systems Engineering","year":"2018","article_type":"original","intvolume":"        60","publication_status":"published","date_updated":"2024-04-18T12:57:19Z","date_created":"2018-09-19T13:53:51Z","department":[{"_id":"526"}],"type":"journal_article","keyword":["Service engineering","Recombinant innovation","(Product-)service system","Design science research","New service development"],"issue":"5","publication":"Business & Information Systems Engineering","abstract":[{"text":"Although many methods have been proposed for engineering service systems and customer solutions, most of these approaches give little consideration to recombinant service innovation. Recombinant innovation refers to reusing and integrating resources that were previously unconnected. In an age of networked products and data, we can expect that many service innovations will be based on adding, dissociating, and associating existing value propositions by accessing internal and external resources instead of designing them from scratch. The purpose of this paper is to identify if current service engineering approaches account for the mechanisms of recombinant innovation and to design a method for recombinant service systems engineering. In a conceptual analysis of 24 service engineering methods, the study identified that most methods (1) focus on designing value propositions instead of service systems, (2) view service independent of physical goods, (3) are either linear or iterative instead of agile, and (4) do not sufficiently address the mechanisms of recombinant innovation. The paper discusses how these deficiencies can be remedied and designs a revised service systems engineering approach that reorganizes service engineering processes according to four design principles. The method is demonstrated with the recombinant design of a service system for predictive maintenance of agricultural machines.","lang":"eng"}]},{"publication":"Musikpädagogik und Kulturwissenschaft","extern":"1","abstract":[{"lang":"eng","text":"This article provides an insight into a qualitative research project concerning music educational practices with mobile music technologies. Based on social systems theory, this grounded-theory study observes how groups in two extracurricular music classes construct different technologies (e. g., iPads, mixers, ear phones) within the emergence of (reflexive) expectations as social structures. The results reveal five categories of technologies: technology as an instrument-toy-alternator that supports motivation, as a medium for knowledge and learning, as an adjusting device used for socio-aesthetic decision making, as a didactical tool for task-based situations, and as an isolator for inner differentiation by focusing aural perception. (DIPF/Orig.)"}],"date_created":"2024-12-30T14:43:51Z","department":[{"_id":"131"},{"_id":"36"},{"_id":"129"},{"_id":"540"}],"type":"book_chapter","keyword":["Musical education","Musikpädagogik","Musikunterricht","Deployment of media","Medien","Medieneinsatz","Mobile Computing","Music lessons","Qualitative Forschung","Qualitative research","Teaching of music","Use of media"],"author":[{"id":"98877","last_name":"Godau","first_name":"Marc","full_name":"Godau, Marc"}],"title":"Apps in der musikpädagogischen Praxis. Eine explorative Studie zur kommunikativen Konstruktion von mobilen Technologien im schulischen Nachmittagsbereich","year":"2018","intvolume":"        38","date_updated":"2024-12-30T14:45:21Z","series_title":"Musikpädagogische Forschung","language":[{"iso":"eng"}],"citation":{"mla":"Godau, Marc. “Apps in Der Musikpädagogischen Praxis. Eine Explorative Studie Zur Kommunikativen Konstruktion von Mobilen Technologien Im Schulischen Nachmittagsbereich.” <i>Musikpädagogik Und Kulturwissenschaft</i>, edited by Alexander J. Cvetko and Christian Rolle, vol. 38, Waxmann, 2018, pp. 237–249.","apa":"Godau, M. (2018). Apps in der musikpädagogischen Praxis. Eine explorative Studie zur kommunikativen Konstruktion von mobilen Technologien im schulischen Nachmittagsbereich. In A. J. Cvetko &#38; C. Rolle (Eds.), <i>Musikpädagogik und Kulturwissenschaft</i> (Vol. 38, pp. 237–249). Waxmann.","ieee":"M. Godau, “Apps in der musikpädagogischen Praxis. Eine explorative Studie zur kommunikativen Konstruktion von mobilen Technologien im schulischen Nachmittagsbereich,” in <i>Musikpädagogik und Kulturwissenschaft</i>, vol. 38, A. J. Cvetko and C. Rolle, Eds. Münster, New York: Waxmann, 2018, pp. 237–249.","chicago":"Godau, Marc. “Apps in Der Musikpädagogischen Praxis. Eine Explorative Studie Zur Kommunikativen Konstruktion von Mobilen Technologien Im Schulischen Nachmittagsbereich.” In <i>Musikpädagogik Und Kulturwissenschaft</i>, edited by Alexander J. Cvetko and Christian Rolle, 38:237–249. Musikpädagogische Forschung. Münster, New York: Waxmann, 2018.","short":"M. Godau, in: A.J. Cvetko, C. Rolle (Eds.), Musikpädagogik Und Kulturwissenschaft, Waxmann, Münster, New York, 2018, pp. 237–249.","ama":"Godau M. Apps in der musikpädagogischen Praxis. Eine explorative Studie zur kommunikativen Konstruktion von mobilen Technologien im schulischen Nachmittagsbereich. In: Cvetko AJ, Rolle C, eds. <i>Musikpädagogik Und Kulturwissenschaft</i>. Vol 38. Musikpädagogische Forschung. Waxmann; 2018:237–249.","bibtex":"@inbook{Godau_2018, place={Münster, New York}, series={Musikpädagogische Forschung}, title={Apps in der musikpädagogischen Praxis. Eine explorative Studie zur kommunikativen Konstruktion von mobilen Technologien im schulischen Nachmittagsbereich}, volume={38}, booktitle={Musikpädagogik und Kulturwissenschaft}, publisher={Waxmann}, author={Godau, Marc}, editor={Cvetko, Alexander J. and Rolle, Christian}, year={2018}, pages={237–249}, collection={Musikpädagogische Forschung} }"},"quality_controlled":"1","place":"Münster, New York","status":"public","_id":"57891","publisher":"Waxmann","page":"237–249","volume":38,"editor":[{"full_name":"Cvetko, Alexander J.","first_name":"Alexander J.","last_name":"Cvetko"},{"last_name":"Rolle","first_name":"Christian","full_name":"Rolle, Christian"}],"user_id":"99991"},{"status":"public","page":"43–55","publisher":"Waxmann","_id":"57889","user_id":"99991","editor":[{"full_name":"Clausen, Bernd","last_name":"Clausen","first_name":"Bernd"},{"full_name":"Dreßler, Susanne","first_name":"Susanne","last_name":"Dreßler"}],"citation":{"short":"M. Godau, in: B. Clausen, S. Dreßler (Eds.), Soziale Aspekte Des Musiklernens, Waxmann, Münster, New York, 2018, pp. 43–55.","ama":"Godau M. Wie kommen die Dinge in den Musikunterricht? Zur Materialität musikpädagogischer Praxis am Beispiel divergierender Orientierungen im Kontext unterrichtsbezogenen Handelns angehender Lehrkräfte. In: Clausen B, Dreßler S, eds. <i>Soziale Aspekte Des Musiklernens</i>. Musikpädagogische Forschung. Waxmann; 2018:43–55.","chicago":"Godau, Marc. “Wie Kommen Die Dinge in Den Musikunterricht? Zur Materialität Musikpädagogischer Praxis Am Beispiel Divergierender Orientierungen Im Kontext Unterrichtsbezogenen Handelns Angehender Lehrkräfte.” In <i>Soziale Aspekte Des Musiklernens</i>, edited by Bernd Clausen and Susanne Dreßler, 43–55. Musikpädagogische Forschung. Münster, New York: Waxmann, 2018.","bibtex":"@inbook{Godau_2018, place={Münster, New York}, series={Musikpädagogische Forschung}, title={Wie kommen die Dinge in den Musikunterricht? Zur Materialität musikpädagogischer Praxis am Beispiel divergierender Orientierungen im Kontext unterrichtsbezogenen Handelns angehender Lehrkräfte}, booktitle={Soziale Aspekte des Musiklernens}, publisher={Waxmann}, author={Godau, Marc}, editor={Clausen, Bernd and Dreßler, Susanne}, year={2018}, pages={43–55}, collection={Musikpädagogische Forschung} }","apa":"Godau, M. (2018). Wie kommen die Dinge in den Musikunterricht? Zur Materialität musikpädagogischer Praxis am Beispiel divergierender Orientierungen im Kontext unterrichtsbezogenen Handelns angehender Lehrkräfte. In B. Clausen &#38; S. Dreßler (Eds.), <i>Soziale Aspekte des Musiklernens</i> (pp. 43–55). Waxmann.","mla":"Godau, Marc. “Wie Kommen Die Dinge in Den Musikunterricht? Zur Materialität Musikpädagogischer Praxis Am Beispiel Divergierender Orientierungen Im Kontext Unterrichtsbezogenen Handelns Angehender Lehrkräfte.” <i>Soziale Aspekte Des Musiklernens</i>, edited by Bernd Clausen and Susanne Dreßler, Waxmann, 2018, pp. 43–55.","ieee":"M. Godau, “Wie kommen die Dinge in den Musikunterricht? Zur Materialität musikpädagogischer Praxis am Beispiel divergierender Orientierungen im Kontext unterrichtsbezogenen Handelns angehender Lehrkräfte,” in <i>Soziale Aspekte des Musiklernens</i>, B. Clausen and S. Dreßler, Eds. Münster, New York: Waxmann, 2018, pp. 43–55."},"quality_controlled":"1","place":"Münster, New York","oa":"1","year":"2018","title":"Wie kommen die Dinge in den Musikunterricht? Zur Materialität musikpädagogischer Praxis am Beispiel divergierender Orientierungen im Kontext unterrichtsbezogenen Handelns angehender Lehrkräfte","author":[{"first_name":"Marc","last_name":"Godau","full_name":"Godau, Marc","id":"98877"}],"date_updated":"2025-02-06T10:52:25Z","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"series_title":"Musikpädagogische Forschung","publication":"Soziale Aspekte des Musiklernens","extern":"1","abstract":[{"lang":"eng","text":"During the past decade, there has been an increase of pedagogical research under conditions of posthuman theories, such as the Actor Network Theory or post-phenomenology. Yet, there has not been much research on the materiality of music pedagogical practices. This article introduces an ongoing grounded-theory study on the role of things (e.g., music instruments, black board, or digital devices) within the music classroom. Results from the analysis of group discussions and interviews with student teachers show tensions between personal preferences, school conventions, and material conventions within the process of introducing things into the classroom. (DIPF/Orig.)"}],"date_created":"2024-12-30T14:43:14Z","type":"book_chapter","keyword":["Interview","Lehrer","Musical education","Musikpädagogik","Musikunterricht","Teacher","Music lessons","Qualitative Forschung","Qualitative research","Teaching of music","Object","Objekt","Ding","Handlung","Practice","Praxis","Probationary teacher training","Referendariat"],"department":[{"_id":"131"},{"_id":"36"},{"_id":"129"},{"_id":"540"}]},{"main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"series_title":"Musikpädagogische Forschung","date_updated":"2025-02-06T10:52:47Z","title":"Kollaboration und Kooperation beim Klassenmusizieren mit Populärer Musik. Musikmachen in der Schule im Spannungsfeld von Lernen mit der Gruppe und für die Gruppe","year":"2018","author":[{"id":"98877","last_name":"Godau","first_name":"Marc","full_name":"Godau, Marc"}],"keyword":["Kollaboration","Musik","Learning","Lernen","Musical education","Musikpädagogik","Pop music","Popmusik","Popular Music","Studie","Musikunterricht","Music lessons","Qualitative Forschung","Qualitative research","Teaching of music","Constructivism","Cooperation","Cooperative learning","Gruppe","Klassenmusizieren","Konstruktivismus","Kooperation","Kooperatives Lernen","Learning psychology","Lernpsychologie","Psychology of learning"],"type":"book_chapter","department":[{"_id":"131"},{"_id":"36"},{"_id":"129"},{"_id":"540"}],"date_created":"2024-12-30T14:43:32Z","extern":"1","abstract":[{"text":"Within recent years, research on music learning in groups has increased. But the distinction between collaboration and cooperation is mostly unclear. This article aims to distinguish both concepts by presenting a study on popular music learning in groups (Godau, 2017) based on elements of the learning approach in Musical Futures (Green, 2008). As a result, the two concepts are seen as complementary. They form the poles of a continuum of collective learning: Collaboration characterizes the collective action toward the common goal. By contrast, cooperation occurs when group members act separately toward achieving the common goal. (DIPF/Orig.)","lang":"eng"}],"publication":"Soziale Aspekte des Musiklernens","user_id":"99991","editor":[{"full_name":"Clausen, Bernd","last_name":"Clausen","first_name":"Bernd"},{"full_name":"Dreßler, Susanne","first_name":"Susanne","last_name":"Dreßler"}],"page":"131–144","publisher":"Waxmann","_id":"57890","status":"public","oa":"1","place":"Münster, New York","quality_controlled":"1","citation":{"ieee":"M. Godau, “Kollaboration und Kooperation beim Klassenmusizieren mit Populärer Musik. Musikmachen in der Schule im Spannungsfeld von Lernen mit der Gruppe und für die Gruppe,” in <i>Soziale Aspekte des Musiklernens</i>, B. Clausen and S. Dreßler, Eds. Münster, New York: Waxmann, 2018, pp. 131–144.","mla":"Godau, Marc. “Kollaboration Und Kooperation Beim Klassenmusizieren Mit Populärer Musik. Musikmachen in Der Schule Im Spannungsfeld von Lernen Mit Der Gruppe Und Für Die Gruppe.” <i>Soziale Aspekte Des Musiklernens</i>, edited by Bernd Clausen and Susanne Dreßler, Waxmann, 2018, pp. 131–144.","apa":"Godau, M. (2018). Kollaboration und Kooperation beim Klassenmusizieren mit Populärer Musik. Musikmachen in der Schule im Spannungsfeld von Lernen mit der Gruppe und für die Gruppe. In B. Clausen &#38; S. Dreßler (Eds.), <i>Soziale Aspekte des Musiklernens</i> (pp. 131–144). Waxmann.","bibtex":"@inbook{Godau_2018, place={Münster, New York}, series={Musikpädagogische Forschung}, title={Kollaboration und Kooperation beim Klassenmusizieren mit Populärer Musik. Musikmachen in der Schule im Spannungsfeld von Lernen mit der Gruppe und für die Gruppe}, booktitle={Soziale Aspekte des Musiklernens}, publisher={Waxmann}, author={Godau, Marc}, editor={Clausen, Bernd and Dreßler, Susanne}, year={2018}, pages={131–144}, collection={Musikpädagogische Forschung} }","chicago":"Godau, Marc. “Kollaboration Und Kooperation Beim Klassenmusizieren Mit Populärer Musik. Musikmachen in Der Schule Im Spannungsfeld von Lernen Mit Der Gruppe Und Für Die Gruppe.” In <i>Soziale Aspekte Des Musiklernens</i>, edited by Bernd Clausen and Susanne Dreßler, 131–144. Musikpädagogische Forschung. Münster, New York: Waxmann, 2018.","short":"M. Godau, in: B. Clausen, S. Dreßler (Eds.), Soziale Aspekte Des Musiklernens, Waxmann, Münster, New York, 2018, pp. 131–144.","ama":"Godau M. Kollaboration und Kooperation beim Klassenmusizieren mit Populärer Musik. Musikmachen in der Schule im Spannungsfeld von Lernen mit der Gruppe und für die Gruppe. In: Clausen B, Dreßler S, eds. <i>Soziale Aspekte Des Musiklernens</i>. Musikpädagogische Forschung. Waxmann; 2018:131–144."}},{"keyword":["IT-based service","Smart services","Contract renewal","Retention","Customer churn","Free trial"],"type":"journal_article","department":[{"_id":"178"},{"_id":"181"}],"date_created":"2018-10-26T10:11:34Z","abstract":[{"lang":"eng","text":"Manufacturers increasingly integrate information and communication technologies into their products so that they can provide IT-based services. Organizations that formerly concentrated on transactional sales thus confront a new challenge associated with managing service usage—retention and extracting value from investments in smart technology. This study combines a marketing and an information systems perspective in a field study conducted jointly with a large European car manufacturer. Understanding the renewal decision for IT-based service contracts requires knowledge from both disciplines. The paper shows that combining behavioral predictor variables stemming from marketing research and technology-related perceptual variables stemming from technology acceptance research increases the explanatory power and prediction accuracy of forecasting models for customer renewal decisions. Specifically, the authors show that perceptions of usefulness become more important the longer customers use IT-based services and the more services they use within the service contract."}],"publication":"Journal of Business Research","issue":"79","citation":{"ama":"Wangenheim F v, Wünderlich N, Schumann JH. Renew or cancel? Drivers of customer renewal decisions for IT-based service contracts. <i>Journal of Business Research</i>. 2017;(79):181--188.","bibtex":"@article{Wangenheim_Wünderlich_Schumann_2017, title={Renew or cancel? Drivers of customer renewal decisions for IT-based service contracts}, number={79}, journal={Journal of Business Research}, publisher={Elsevier}, author={Wangenheim, Florian v and Wünderlich, Nancy and Schumann, Jan H}, year={2017}, pages={181--188} }","mla":"Wangenheim, Florian v, et al. “Renew or Cancel? Drivers of Customer Renewal Decisions for IT-Based Service Contracts.” <i>Journal of Business Research</i>, no. 79, Elsevier, 2017, pp. 181--188.","short":"F. v Wangenheim, N. Wünderlich, J.H. Schumann, Journal of Business Research (2017) 181--188.","chicago":"Wangenheim, Florian v, Nancy Wünderlich, and Jan H Schumann. “Renew or Cancel? Drivers of Customer Renewal Decisions for IT-Based Service Contracts.” <i>Journal of Business Research</i>, no. 79 (2017): 181--188.","apa":"Wangenheim, F. v, Wünderlich, N., &#38; Schumann, J. H. (2017). Renew or cancel? Drivers of customer renewal decisions for IT-based service contracts. <i>Journal of Business Research</i>, (79), 181--188.","ieee":"F. v Wangenheim, N. Wünderlich, and J. H. Schumann, “Renew or cancel? Drivers of customer renewal decisions for IT-based service contracts,” <i>Journal of Business Research</i>, no. 79, pp. 181--188, 2017."},"user_id":"37741","page":"181--188","language":[{"iso":"eng"}],"_id":"4947","publisher":"Elsevier","date_updated":"2022-01-06T07:01:30Z","publication_status":"published","article_type":"original","year":"2017","status":"public","title":"Renew or cancel? Drivers of customer renewal decisions for IT-based service contracts","author":[{"full_name":"Wangenheim, Florian v","last_name":"Wangenheim","first_name":"Florian v"},{"first_name":"Nancy","last_name":"Wünderlich","full_name":"Wünderlich, Nancy","id":"36392"},{"full_name":"Schumann, Jan H","first_name":"Jan H","last_name":"Schumann"}]},{"department":[{"_id":"151"}],"keyword":["Design for X (DfX)","Product modelling / models","Robust design","Systems Engineering (SE)","Reliability"],"type":"conference","date_created":"2019-05-27T09:35:48Z","quality_controlled":"1","abstract":[{"text":"The integrated modeling of behavior and reliability in system development delivers a model-based approach for reliability investigation by taking into account the dynamic system behavior as well as the system architecture at different phases of the development process. This approach features an automated synthesis of a reliability model out of a behavior model enabling for the closed loop modeling of degradation of the system and its (dynamic) behavior. The approach is integrated into the development process following Systems Engineering. It is based on standard models used in model-based development methodologies i.e. SysML or Matlab/Simulink. In addition to the theoretical description of the necessary steps the procedure is validated by an application example at two stages of the development process.","lang":"eng"}],"citation":{"bibtex":"@inproceedings{Hentze_Kaul_Grässler_Sextro_2017, title={Integrated modeling og behavior and reliability in system development}, booktitle={ICED17, 21st International conference on enginieering design}, author={Hentze, Julian and Kaul, Thorben and Grässler, Iris and Sextro, Walter}, year={2017}, pages={385–394} }","ama":"Hentze J, Kaul T, Grässler I, Sextro W. Integrated modeling og behavior and reliability in system development. In: <i>ICED17, 21st International Conference on Enginieering Design</i>. ; 2017:385-394.","mla":"Hentze, Julian, et al. “Integrated Modeling Og Behavior and Reliability in System Development.” <i>ICED17, 21st International Conference on Enginieering Design</i>, 2017, pp. 385–94.","chicago":"Hentze, Julian, Thorben Kaul, Iris Grässler, and Walter Sextro. “Integrated Modeling Og Behavior and Reliability in System Development.” In <i>ICED17, 21st International Conference on Enginieering Design</i>, 385–94, 2017.","short":"J. Hentze, T. Kaul, I. Grässler, W. Sextro, in: ICED17, 21st International Conference on Enginieering Design, 2017, pp. 385–394.","ieee":"J. Hentze, T. Kaul, I. Grässler, and W. Sextro, “Integrated modeling og behavior and reliability in system development,” in <i>ICED17, 21st International conference on enginieering design</i>, 2017, pp. 385–394.","apa":"Hentze, J., Kaul, T., Grässler, I., &#38; Sextro, W. (2017). Integrated modeling og behavior and reliability in system development. In <i>ICED17, 21st International conference on enginieering design</i> (pp. 385–394)."},"publication":"ICED17, 21st International conference on enginieering design","user_id":"55222","_id":"9974","language":[{"iso":"eng"}],"page":"385-394","date_updated":"2019-09-30T08:04:38Z","author":[{"id":"13342","full_name":"Hentze, Julian","last_name":"Hentze","first_name":"Julian"},{"full_name":"Kaul, Thorben","last_name":"Kaul","first_name":"Thorben","id":"14802"},{"full_name":"Grässler, Iris","first_name":"Iris","last_name":"Grässler"},{"full_name":"Sextro, Walter","first_name":"Walter","last_name":"Sextro","id":"21220"}],"year":"2017","title":"Integrated modeling og behavior and reliability in system development","status":"public"},{"publication":"IEEE Transactions on Reliability","citation":{"apa":"Kimotho, J. K., Sextro, W., &#38; Hemsel, T. (2017). Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing. In <i>IEEE Transactions on Reliability</i> (pp. 1–10). <a href=\"https://doi.org/10.1109/TR.2017.2710260\">https://doi.org/10.1109/TR.2017.2710260</a>","ieee":"J. K. Kimotho, W. Sextro, and T. Hemsel, “Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing,” in <i>IEEE Transactions on Reliability</i>, 2017, pp. 1–10.","short":"J.K. Kimotho, W. Sextro, T. Hemsel, in: IEEE Transactions on Reliability, 2017, pp. 1–10.","chicago":"Kimotho, James Kuria, Walter Sextro, and Tobias Hemsel. “Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing.” In <i>IEEE Transactions on Reliability</i>, 1–10, 2017. <a href=\"https://doi.org/10.1109/TR.2017.2710260\">https://doi.org/10.1109/TR.2017.2710260</a>.","mla":"Kimotho, James Kuria, et al. “Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing.” <i>IEEE Transactions on Reliability</i>, 2017, pp. 1–10, doi:<a href=\"https://doi.org/10.1109/TR.2017.2710260\">10.1109/TR.2017.2710260</a>.","ama":"Kimotho JK, Sextro W, Hemsel T. Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing. In: <i>IEEE Transactions on Reliability</i>. ; 2017:1-10. doi:<a href=\"https://doi.org/10.1109/TR.2017.2710260\">10.1109/TR.2017.2710260</a>","bibtex":"@inproceedings{Kimotho_Sextro_Hemsel_2017, title={Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing}, DOI={<a href=\"https://doi.org/10.1109/TR.2017.2710260\">10.1109/TR.2017.2710260</a>}, booktitle={IEEE Transactions on Reliability}, author={Kimotho, James Kuria and Sextro, Walter and Hemsel, Tobias}, year={2017}, pages={1–10} }"},"abstract":[{"lang":"eng","text":"Piezoelectric transducers are used in a wide range of applications. Reliability of these transducers is an important aspect in their application. Prognostics, which involve continuous monitoring of the health of technical systems and using this information to estimate the current health state and consequently predict the remaining useful lifetime (RUL), can be used to increase the reliability, safety, and availability of the transducers. This is achieved by utilizing the health state and RUL predictions to adaptively control the usage of the components or to schedule appropriate maintenance without interrupting operation. In this work, a prognostic approach utilizing self-sensing, where electric signals of a piezoelectric transducer are used as the condition monitoring data, is proposed. The approach involves training machine learning algorithms to model the degradation of the transducers through a health index and the use of the learned model to estimate the health index of similar transducers. The current health index is then used to estimate RUL of test components. The feasibility of the approach is demonstrated using piezoelectric bimorphs and the results show that the method is accurate in predicting the health index and RUL."}],"quality_controlled":"1","date_created":"2019-05-27T09:41:06Z","type":"conference","keyword":["Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing"],"department":[{"_id":"151"}],"title":"Estimation of Remaining Useful Lifetime of Piezoelectric Transducers Based on Self-Sensing","status":"public","year":"2017","author":[{"full_name":"Kimotho, James Kuria","last_name":"Kimotho","first_name":"James Kuria"},{"full_name":"Sextro, Walter","last_name":"Sextro","first_name":"Walter","id":"21220"},{"full_name":"Hemsel, Tobias","first_name":"Tobias","last_name":"Hemsel","id":"210"}],"date_updated":"2019-09-16T10:32:05Z","page":"1 - 10","_id":"9978","language":[{"iso":"eng"}],"user_id":"55222","doi":"10.1109/TR.2017.2710260"},{"page":"557 - 569","_id":"5633","publisher":"Association for Information Systems (AIS)","user_id":"61579","ddc":["000"],"volume":40,"status":"public","has_accepted_license":"1","oa":"1","file_date_updated":"2018-12-13T15:07:15Z","citation":{"ieee":"G. Schryen <i>et al.</i>, “Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields?,” <i>Communications of the AIS</i>, vol. 40, pp. 557–569, 2017.","apa":"Schryen, G., Benlian, A., Rowe, F., Shirley, G., Larsen, K., Petter, S., … Yasasin, E. (2017). Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields? <i>Communications of the AIS</i>, <i>40</i>, 557–569.","chicago":"Schryen, Guido, Alexander Benlian, Frantz Rowe, Gregor Shirley, Kai Larsen, Stacie Petter, Guy Par{\\’e}, Gerit Wagner, Steffi Haag, and Emrah Yasasin. “Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields?” <i>Communications of the AIS</i> 40 (2017): 557–69.","short":"G. Schryen, A. Benlian, F. Rowe, G. Shirley, K. Larsen, S. Petter, G. Par{\\’e}, G. Wagner, S. Haag, E. Yasasin, Communications of the AIS 40 (2017) 557–569.","mla":"Schryen, Guido, et al. “Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields?” <i>Communications of the AIS</i>, vol. 40, Association for Information Systems (AIS), 2017, pp. 557–69.","bibtex":"@article{Schryen_Benlian_Rowe_Shirley_Larsen_Petter_Par{\\’e}_Wagner_Haag_Yasasin_2017, title={Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields?}, volume={40}, journal={Communications of the AIS}, publisher={Association for Information Systems (AIS)}, author={Schryen, Guido and Benlian, Alexander and Rowe, Frantz and Shirley, Gregor and Larsen, Kai and Petter, Stacie and Par{\\’e}, Guy and Wagner, Gerit and Haag, Steffi and Yasasin, Emrah}, year={2017}, pages={557–569} }","ama":"Schryen G, Benlian A, Rowe F, et al. Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields? <i>Communications of the AIS</i>. 2017;40:557-569."},"language":[{"iso":"eng"}],"year":"2017","title":"Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields?","author":[{"id":"72850","full_name":"Schryen, Guido","last_name":"Schryen","first_name":"Guido"},{"last_name":"Benlian","first_name":"Alexander","full_name":"Benlian, Alexander"},{"full_name":"Rowe, Frantz","last_name":"Rowe","first_name":"Frantz"},{"last_name":"Shirley","first_name":"Gregor","full_name":"Shirley, Gregor"},{"last_name":"Larsen","first_name":"Kai","full_name":"Larsen, Kai"},{"last_name":"Petter","first_name":"Stacie","full_name":"Petter, Stacie"},{"last_name":"Par{\\'e}","first_name":"Guy","full_name":"Par{\\'e}, Guy"},{"full_name":"Wagner, Gerit","first_name":"Gerit","last_name":"Wagner"},{"full_name":"Haag, Steffi","last_name":"Haag","first_name":"Steffi"},{"full_name":"Yasasin, Emrah","last_name":"Yasasin","first_name":"Emrah"}],"publication_identifier":{"issn":["1529-3181"]},"date_updated":"2022-01-06T07:02:14Z","intvolume":"        40","file":[{"date_created":"2018-12-07T11:33:59Z","creator":"hsiemes","file_id":"6027","content_type":"application/pdf","relation":"main_file","date_updated":"2018-12-13T15:07:15Z","file_name":"Schryen et al. (forthcoming), Literature Reviews in IS Research, What Can Be Learnt from the Past and Other Fields, Communications of th.pdf","access_level":"open_access","file_size":361850}],"date_created":"2018-11-14T14:25:40Z","type":"journal_article","keyword":["Literature Review","Review Methodology","Research Methodology","Doctoral Training"],"department":[{"_id":"277"}],"publication":"Communications of the AIS","extern":"1","abstract":[{"lang":"eng","text":"Literature reviews (LRs) are recognized for their increasing impact in the information systems literature. Methodologists have drawn attention to the question of how we can leverage the value of LRs to preserve and generate knowledge. The panelists who participated in the discussion of ?Standalone Literature Reviews in IS Research: What Can Be Learnt from the Past and Other Fields?? at ICIS 2016 in Dublin acknowledged this significant issue and debated a) what the IS field can learn from other fields and where IS-specific challenges occur, b) how the IS field should move forward to foster the genre of LRs, and c) what best practices are to train doctoral IS students in publishing LRs. This article reports the key takeaways of this panel discussion. Guidance for IS scholars is provided on how to conduct LRs that contribute to the cumulative knowledge development within and across the IS field to best prepare the next generation of IS scholars."}]}]
