[{"department":[{"_id":"819"}],"series_title":"GECCO ’19","user_id":"102979","_id":"48840","extern":"1","type":"conference","status":"public","author":[{"full_name":"Bossek, Jakob","id":"102979","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob"},{"first_name":"Christian","full_name":"Grimme, Christian","last_name":"Grimme"},{"first_name":"Frank","full_name":"Neumann, Frank","last_name":"Neumann"}],"date_updated":"2023-12-13T10:42:24Z","doi":"10.1145/3321707.3321818","publication_identifier":{"isbn":["978-1-4503-6111-8"]},"publication_status":"published","page":"516–523","citation":{"chicago":"Bossek, Jakob, Christian Grimme, and Frank Neumann. “On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 516–523. GECCO ’19. New York, NY, USA: Association for Computing Machinery, 2019. <a href=\"https://doi.org/10.1145/3321707.3321818\">https://doi.org/10.1145/3321707.3321818</a>.","ieee":"J. Bossek, C. Grimme, and F. Neumann, “On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2019, pp. 516–523, doi: <a href=\"https://doi.org/10.1145/3321707.3321818\">10.1145/3321707.3321818</a>.","ama":"Bossek J, Grimme C, Neumann F. On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. GECCO ’19. Association for Computing Machinery; 2019:516–523. doi:<a href=\"https://doi.org/10.1145/3321707.3321818\">10.1145/3321707.3321818</a>","mla":"Bossek, Jakob, et al. “On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2019, pp. 516–523, doi:<a href=\"https://doi.org/10.1145/3321707.3321818\">10.1145/3321707.3321818</a>.","short":"J. Bossek, C. Grimme, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2019, pp. 516–523.","bibtex":"@inproceedings{Bossek_Grimme_Neumann_2019, place={New York, NY, USA}, series={GECCO ’19}, title={On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem}, DOI={<a href=\"https://doi.org/10.1145/3321707.3321818\">10.1145/3321707.3321818</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Grimme, Christian and Neumann, Frank}, year={2019}, pages={516–523}, collection={GECCO ’19} }","apa":"Bossek, J., Grimme, C., &#38; Neumann, F. (2019). On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 516–523. <a href=\"https://doi.org/10.1145/3321707.3321818\">https://doi.org/10.1145/3321707.3321818</a>"},"place":"New York, NY, USA","language":[{"iso":"eng"}],"keyword":["biased mutation","combinatorial optimization","minimum spanning tree","multi-objective optimization"],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","abstract":[{"text":"Research has shown that for many single-objective graph problems where optimum solutions are composed of low weight sub-graphs, such as the minimum spanning tree problem (MST), mutation operators favoring low weight edges show superior performance. Intuitively, similar observations should hold for multi-criteria variants of such problems. In this work, we focus on the multi-criteria MST problem. A thorough experimental study is conducted where we estimate the probability of edges being part of non-dominated spanning trees as a function of the edges’ non-domination level or domination count, respectively. Building on gained insights, we propose several biased one-edge-exchange mutation operators that differ in the used edge-selection probability distribution (biased towards edges of low rank). Our empirical analysis shows that among different graph types (dense and sparse) and edge weight types (both uniformly random and combinations of Euclidean and uniformly random) biased edge-selection strategies perform superior in contrast to the baseline uniform edge-selection. Our findings are in particular strong for dense graphs.","lang":"eng"}],"date_created":"2023-11-14T15:58:52Z","publisher":"Association for Computing Machinery","title":"On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem","year":"2019"},{"abstract":[{"lang":"eng","text":"The $$\\textbackslash mathcal NP$$-hard multi-criteria shortest path problem (mcSPP) is of utmost practical relevance, e.~g., in navigation system design and logistics. We address the problem of approximating the Pareto-front of the mcSPP with sum objectives. We do so by proposing a new mutation operator for multi-objective evolutionary algorithms that solves single-objective versions of the shortest path problem on subgraphs. A rigorous empirical benchmark on a diverse set of problem instances shows the effectiveness of the approach in comparison to a well-known mutation operator in terms of convergence speed and approximation quality. In addition, we glance at the neighbourhood structure and similarity of obtained Pareto-optimal solutions and derive promising directions for future work."}],"publication":"Learning and Intelligent Optimization","language":[{"iso":"eng"}],"year":"2019","title":"Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-criteria Shortest Path Problems","date_created":"2023-11-14T15:58:54Z","publisher":"Springer International Publishing","status":"public","editor":[{"full_name":"Battiti, Roberto","last_name":"Battiti","first_name":"Roberto"},{"first_name":"Mauro","full_name":"Brunato, Mauro","last_name":"Brunato"},{"full_name":"Kotsireas, Ilias","last_name":"Kotsireas","first_name":"Ilias"},{"first_name":"Panos M.","full_name":"Pardalos, Panos M.","last_name":"Pardalos"}],"type":"conference","extern":"1","user_id":"102979","series_title":"Lecture Notes in Computer Science","department":[{"_id":"819"}],"_id":"48858","citation":{"ieee":"J. Bossek and C. Grimme, “Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-criteria Shortest Path Problems,” in <i>Learning and Intelligent Optimization</i>, 2019, pp. 184–198, doi: <a href=\"https://doi.org/10.1007/978-3-030-05348-2_17\">10.1007/978-3-030-05348-2_17</a>.","chicago":"Bossek, Jakob, and Christian Grimme. “Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-Criteria Shortest Path Problems.” In <i>Learning and Intelligent Optimization</i>, edited by Roberto Battiti, Mauro Brunato, Ilias Kotsireas, and Panos M. Pardalos, 184–198. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2019. <a href=\"https://doi.org/10.1007/978-3-030-05348-2_17\">https://doi.org/10.1007/978-3-030-05348-2_17</a>.","ama":"Bossek J, Grimme C. Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-criteria Shortest Path Problems. In: Battiti R, Brunato M, Kotsireas I, Pardalos PM, eds. <i>Learning and Intelligent Optimization</i>. Lecture Notes in Computer Science. Springer International Publishing; 2019:184–198. doi:<a href=\"https://doi.org/10.1007/978-3-030-05348-2_17\">10.1007/978-3-030-05348-2_17</a>","apa":"Bossek, J., &#38; Grimme, C. (2019). Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-criteria Shortest Path Problems. In R. Battiti, M. Brunato, I. Kotsireas, &#38; P. M. Pardalos (Eds.), <i>Learning and Intelligent Optimization</i> (pp. 184–198). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-05348-2_17\">https://doi.org/10.1007/978-3-030-05348-2_17</a>","bibtex":"@inproceedings{Bossek_Grimme_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-criteria Shortest Path Problems}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-05348-2_17\">10.1007/978-3-030-05348-2_17</a>}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Bossek, Jakob and Grimme, Christian}, editor={Battiti, Roberto and Brunato, Mauro and Kotsireas, Ilias and Pardalos, Panos M.}, year={2019}, pages={184–198}, collection={Lecture Notes in Computer Science} }","mla":"Bossek, Jakob, and Christian Grimme. “Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-Criteria Shortest Path Problems.” <i>Learning and Intelligent Optimization</i>, edited by Roberto Battiti et al., Springer International Publishing, 2019, pp. 184–198, doi:<a href=\"https://doi.org/10.1007/978-3-030-05348-2_17\">10.1007/978-3-030-05348-2_17</a>.","short":"J. Bossek, C. Grimme, in: R. Battiti, M. Brunato, I. Kotsireas, P.M. Pardalos (Eds.), Learning and Intelligent Optimization, Springer International Publishing, Cham, 2019, pp. 184–198."},"page":"184–198","place":"Cham","publication_status":"published","publication_identifier":{"isbn":["978-3-030-05348-2"]},"doi":"10.1007/978-3-030-05348-2_17","author":[{"first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","id":"102979"},{"full_name":"Grimme, Christian","last_name":"Grimme","first_name":"Christian"}],"date_updated":"2023-12-13T10:44:44Z"},{"publication_status":"published","publication_identifier":{"isbn":["978-1-4503-6254-2"]},"citation":{"ama":"Bossek J, Sudholt D. Time Complexity Analysis of RLS and (1 + 1) EA for the Edge Coloring Problem. In: <i>Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>. FOGA ’19. Association for Computing Machinery; 2019:102–115. doi:<a href=\"https://doi.org/10.1145/3299904.3340311\">10.1145/3299904.3340311</a>","chicago":"Bossek, Jakob, and Dirk Sudholt. “Time Complexity Analysis of RLS and (1 + 1) EA for the Edge Coloring Problem.” In <i>Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>, 102–115. FOGA ’19. New York, NY, USA: Association for Computing Machinery, 2019. <a href=\"https://doi.org/10.1145/3299904.3340311\">https://doi.org/10.1145/3299904.3340311</a>.","ieee":"J. Bossek and D. Sudholt, “Time Complexity Analysis of RLS and (1 + 1) EA for the Edge Coloring Problem,” in <i>Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>, 2019, pp. 102–115, doi: <a href=\"https://doi.org/10.1145/3299904.3340311\">10.1145/3299904.3340311</a>.","bibtex":"@inproceedings{Bossek_Sudholt_2019, place={New York, NY, USA}, series={FOGA ’19}, title={Time Complexity Analysis of RLS and (1 + 1) EA for the Edge Coloring Problem}, DOI={<a href=\"https://doi.org/10.1145/3299904.3340311\">10.1145/3299904.3340311</a>}, booktitle={Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Sudholt, Dirk}, year={2019}, pages={102–115}, collection={FOGA ’19} }","short":"J. Bossek, D. Sudholt, in: Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, Association for Computing Machinery, New York, NY, USA, 2019, pp. 102–115.","mla":"Bossek, Jakob, and Dirk Sudholt. “Time Complexity Analysis of RLS and (1 + 1) EA for the Edge Coloring Problem.” <i>Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>, Association for Computing Machinery, 2019, pp. 102–115, doi:<a href=\"https://doi.org/10.1145/3299904.3340311\">10.1145/3299904.3340311</a>.","apa":"Bossek, J., &#38; Sudholt, D. (2019). Time Complexity Analysis of RLS and (1 + 1) EA for the Edge Coloring Problem. <i>Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>, 102–115. <a href=\"https://doi.org/10.1145/3299904.3340311\">https://doi.org/10.1145/3299904.3340311</a>"},"page":"102–115","place":"New York, NY, USA","author":[{"id":"102979","full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob"},{"first_name":"Dirk","last_name":"Sudholt","full_name":"Sudholt, Dirk"}],"date_updated":"2023-12-13T10:46:12Z","doi":"10.1145/3299904.3340311","type":"conference","status":"public","user_id":"102979","series_title":"FOGA ’19","department":[{"_id":"819"}],"_id":"48870","extern":"1","year":"2019","date_created":"2023-11-14T15:58:56Z","publisher":"Association for Computing Machinery","title":"Time Complexity Analysis of RLS and (1 + 1) EA for the Edge Coloring Problem","publication":"Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms","abstract":[{"lang":"eng","text":"The edge coloring problem asks for an assignment of colors to edges of a graph such that no two incident edges share the same color and the number of colors is minimized. It is known that all graphs with maximum degree {$\\Delta$} can be colored with {$\\Delta$} or {$\\Delta$} + 1 colors, but it is NP-hard to determine whether {$\\Delta$} colors are sufficient. We present the first runtime analysis of evolutionary algorithms (EAs) for the edge coloring problem. Simple EAs such as RLS and (1+1) EA efficiently find (2{$\\Delta$} - 1)-colorings on arbitrary graphs and optimal colorings for even and odd cycles, paths, star graphs and arbitrary trees. A partial analysis for toroids also suggests efficient runtimes in bipartite graphs with many cycles. Experiments support these findings and investigate additional graph classes such as hypercubes, complete graphs and complete bipartite graphs. Theoretical and experimental results suggest that simple EAs find optimal colorings for all these graph classes in expected time O({$\\Delta\\mathscrl$}2m log m), where m is the number of edges and {$\\mathscrl$} is the length of the longest simple path in the graph."}],"language":[{"iso":"eng"}],"keyword":["edge coloring problem","runtime analysis"]},{"publication_identifier":{"isbn":["978-3-030-05348-2"]},"place":"Cham","citation":{"ama":"Bossek J, Trautmann H. Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time. In: Battiti R, Brunato M, Kotsireas I, Pardalos PM, eds. <i>Learning and Intelligent Optimization</i>. Lecture Notes in Computer Science. Springer International Publishing; 2019:215–219. doi:<a href=\"https://doi.org/10.1007/978-3-030-05348-2_19\">10.1007/978-3-030-05348-2_19</a>","ieee":"J. Bossek and H. Trautmann, “Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time,” in <i>Learning and Intelligent Optimization</i>, 2019, pp. 215–219, doi: <a href=\"https://doi.org/10.1007/978-3-030-05348-2_19\">10.1007/978-3-030-05348-2_19</a>.","chicago":"Bossek, Jakob, and Heike Trautmann. “Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time.” In <i>Learning and Intelligent Optimization</i>, edited by Roberto Battiti, Mauro Brunato, Ilias Kotsireas, and Panos M. Pardalos, 215–219. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2019. <a href=\"https://doi.org/10.1007/978-3-030-05348-2_19\">https://doi.org/10.1007/978-3-030-05348-2_19</a>.","apa":"Bossek, J., &#38; Trautmann, H. (2019). Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time. In R. Battiti, M. Brunato, I. Kotsireas, &#38; P. M. Pardalos (Eds.), <i>Learning and Intelligent Optimization</i> (pp. 215–219). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-05348-2_19\">https://doi.org/10.1007/978-3-030-05348-2_19</a>","bibtex":"@inproceedings{Bossek_Trautmann_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-05348-2_19\">10.1007/978-3-030-05348-2_19</a>}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Bossek, Jakob and Trautmann, Heike}, editor={Battiti, Roberto and Brunato, Mauro and Kotsireas, Ilias and Pardalos, Panos M.}, year={2019}, pages={215–219}, collection={Lecture Notes in Computer Science} }","mla":"Bossek, Jakob, and Heike Trautmann. “Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time.” <i>Learning and Intelligent Optimization</i>, edited by Roberto Battiti et al., Springer International Publishing, 2019, pp. 215–219, doi:<a href=\"https://doi.org/10.1007/978-3-030-05348-2_19\">10.1007/978-3-030-05348-2_19</a>.","short":"J. Bossek, H. Trautmann, in: R. Battiti, M. Brunato, I. Kotsireas, P.M. Pardalos (Eds.), Learning and Intelligent Optimization, Springer International Publishing, Cham, 2019, pp. 215–219."},"page":"215–219","date_updated":"2023-12-13T10:47:32Z","author":[{"first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","id":"102979","full_name":"Bossek, Jakob"},{"last_name":"Trautmann","full_name":"Trautmann, Heike","first_name":"Heike"}],"doi":"10.1007/978-3-030-05348-2_19","type":"conference","editor":[{"last_name":"Battiti","full_name":"Battiti, Roberto","first_name":"Roberto"},{"full_name":"Brunato, Mauro","last_name":"Brunato","first_name":"Mauro"},{"first_name":"Ilias","full_name":"Kotsireas, Ilias","last_name":"Kotsireas"},{"last_name":"Pardalos","full_name":"Pardalos, Panos M.","first_name":"Panos M."}],"status":"public","_id":"48875","series_title":"Lecture Notes in Computer Science","user_id":"102979","department":[{"_id":"819"}],"extern":"1","year":"2019","publisher":"Springer International Publishing","date_created":"2023-11-14T15:58:57Z","title":"Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time","publication":"Learning and Intelligent Optimization","abstract":[{"text":"A multiobjective perspective onto common performance measures such as the PAR10 score or the expected runtime of single-objective stochastic solvers is presented by directly investigating the tradeoff between the fraction of failed runs and the average runtime. Multi-objective indicators operating in the bi-objective space allow for an overall performance comparison on a set of instances paving the way for instance-based automated algorithm selection techniques.","lang":"eng"}],"keyword":["Algorithm selection","Performance measurement"],"language":[{"iso":"eng"}]},{"title":"OpenML: An R Package to Connect to the Machine Learning Platform OpenML","doi":"10.1007/s00180-017-0742-2","date_updated":"2023-12-13T10:51:17Z","volume":34,"date_created":"2023-11-14T15:58:57Z","author":[{"full_name":"Casalicchio, Giuseppe","last_name":"Casalicchio","first_name":"Giuseppe"},{"first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","id":"102979"},{"first_name":"Michel","last_name":"Lang","full_name":"Lang, Michel"},{"first_name":"Dominik","last_name":"Kirchhoff","full_name":"Kirchhoff, Dominik"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"first_name":"Benjamin","last_name":"Hofner","full_name":"Hofner, Benjamin"},{"first_name":"Heidi","last_name":"Seibold","full_name":"Seibold, Heidi"},{"full_name":"Vanschoren, Joaquin","last_name":"Vanschoren","first_name":"Joaquin"},{"full_name":"Bischl, Bernd","last_name":"Bischl","first_name":"Bernd"}],"year":"2019","intvolume":"        34","page":"977–991","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>.","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>.","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>","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>","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>.","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.","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} }"},"publication_identifier":{"issn":["0943-4062"]},"issue":"3","keyword":["Databases","Machine learning","R","Reproducible research"],"language":[{"iso":"eng"}],"_id":"48877","department":[{"_id":"819"}],"user_id":"102979","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"}],"status":"public","publication":"Computational Statistics","type":"journal_article"},{"publication":"ChemSusChem","type":"journal_article","status":"public","department":[{"_id":"35"},{"_id":"306"}],"user_id":"44418","_id":"41032","language":[{"iso":"eng"}],"keyword":["General Energy","General Materials Science","General Chemical Engineering","Environmental Chemistry"],"issue":"16","publication_identifier":{"issn":["1864-5631","1864-564X"]},"publication_status":"published","page":"3864-3870","intvolume":"        12","citation":{"chicago":"Gregori, Bernhard J., Felix Schwarzhuber, Simon Pöllath, Josef Zweck, Lorena Fritsch, Roland Schoch, Matthias Bauer, and Axel Jacobi von Wangelin. “Stereoselective Alkyne Hydrogenation by Using a Simple Iron Catalyst.” <i>ChemSusChem</i> 12, no. 16 (2019): 3864–70. <a href=\"https://doi.org/10.1002/cssc.201900926\">https://doi.org/10.1002/cssc.201900926</a>.","ieee":"B. J. Gregori <i>et al.</i>, “Stereoselective Alkyne Hydrogenation by using a Simple Iron Catalyst,” <i>ChemSusChem</i>, vol. 12, no. 16, pp. 3864–3870, 2019, doi: <a href=\"https://doi.org/10.1002/cssc.201900926\">10.1002/cssc.201900926</a>.","ama":"Gregori BJ, Schwarzhuber F, Pöllath S, et al. Stereoselective Alkyne Hydrogenation by using a Simple Iron Catalyst. <i>ChemSusChem</i>. 2019;12(16):3864-3870. doi:<a href=\"https://doi.org/10.1002/cssc.201900926\">10.1002/cssc.201900926</a>","mla":"Gregori, Bernhard J., et al. “Stereoselective Alkyne Hydrogenation by Using a Simple Iron Catalyst.” <i>ChemSusChem</i>, vol. 12, no. 16, Wiley, 2019, pp. 3864–70, doi:<a href=\"https://doi.org/10.1002/cssc.201900926\">10.1002/cssc.201900926</a>.","short":"B.J. Gregori, F. Schwarzhuber, S. Pöllath, J. Zweck, L. Fritsch, R. Schoch, M. Bauer, A. Jacobi von Wangelin, ChemSusChem 12 (2019) 3864–3870.","bibtex":"@article{Gregori_Schwarzhuber_Pöllath_Zweck_Fritsch_Schoch_Bauer_Jacobi von Wangelin_2019, title={Stereoselective Alkyne Hydrogenation by using a Simple Iron Catalyst}, volume={12}, DOI={<a href=\"https://doi.org/10.1002/cssc.201900926\">10.1002/cssc.201900926</a>}, number={16}, journal={ChemSusChem}, publisher={Wiley}, author={Gregori, Bernhard J. and Schwarzhuber, Felix and Pöllath, Simon and Zweck, Josef and Fritsch, Lorena and Schoch, Roland and Bauer, Matthias and Jacobi von Wangelin, Axel}, year={2019}, pages={3864–3870} }","apa":"Gregori, B. J., Schwarzhuber, F., Pöllath, S., Zweck, J., Fritsch, L., Schoch, R., Bauer, M., &#38; Jacobi von Wangelin, A. (2019). Stereoselective Alkyne Hydrogenation by using a Simple Iron Catalyst. <i>ChemSusChem</i>, <i>12</i>(16), 3864–3870. <a href=\"https://doi.org/10.1002/cssc.201900926\">https://doi.org/10.1002/cssc.201900926</a>"},"year":"2019","volume":12,"author":[{"first_name":"Bernhard J.","full_name":"Gregori, Bernhard J.","last_name":"Gregori"},{"first_name":"Felix","last_name":"Schwarzhuber","full_name":"Schwarzhuber, Felix"},{"first_name":"Simon","full_name":"Pöllath, Simon","last_name":"Pöllath"},{"first_name":"Josef","last_name":"Zweck","full_name":"Zweck, Josef"},{"id":"44418","full_name":"Fritsch, Lorena","last_name":"Fritsch","first_name":"Lorena"},{"id":"48467","full_name":"Schoch, Roland","last_name":"Schoch","orcid":"0000-0003-2061-7289","first_name":"Roland"},{"last_name":"Bauer","orcid":"0000-0002-9294-6076","full_name":"Bauer, Matthias","id":"47241","first_name":"Matthias"},{"full_name":"Jacobi von Wangelin, Axel","last_name":"Jacobi von Wangelin","first_name":"Axel"}],"date_created":"2023-01-30T17:56:44Z","publisher":"Wiley","date_updated":"2023-12-13T15:12:41Z","doi":"10.1002/cssc.201900926","title":"Stereoselective Alkyne Hydrogenation by using a Simple Iron Catalyst"},{"title":"Navid Kermani","date_updated":"2023-12-14T09:49:15Z","date_created":"2023-12-14T09:41:02Z","author":[{"first_name":"Swen","last_name":"Schulte Eickholt","id":"7117","full_name":"Schulte Eickholt, Swen"},{"full_name":"Hofmann, Michael","last_name":"Hofmann","first_name":"Michael"},{"first_name":"Klaus","last_name":"von Stosch","full_name":"von Stosch, Klaus"}],"place":"Würzburg","year":"2019","citation":{"short":"S. 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Würzburg, 2019."},"language":[{"iso":"eng"}],"_id":"49614","user_id":"7117","status":"public","type":"book"},{"title":"Einleitung","publisher":"de Gruyter","date_updated":"2023-12-15T14:02:56Z","date_created":"2023-12-15T14:02:51Z","author":[{"first_name":"Stefan","last_name":"Elit","orcid":"0000-0002-4719-1073","id":"105","full_name":"Elit, Stefan"},{"last_name":"Eke","full_name":"Eke, Norbert Otto","id":"104","first_name":"Norbert Otto"}],"year":"2019","place":"Berlin/Boston","page":"1-17","citation":{"apa":"Elit, S., &#38; Eke, N. O. (2019). Einleitung. In S. Elit &#38; N. O. Eke (Eds.), <i>Literarische Institutionen</i> (pp. 1–17). de Gruyter.","short":"S. Elit, N.O. Eke, in: S. Elit, N.O. Eke (Eds.), Literarische Institutionen, de Gruyter, Berlin/Boston, 2019, pp. 1–17.","bibtex":"@inbook{Elit_Eke_2019, place={Berlin/Boston}, series={Grundthemen der Literaturwissenschaft}, title={Einleitung}, booktitle={Literarische Institutionen}, publisher={de Gruyter}, author={Elit, Stefan and Eke, Norbert Otto}, editor={Elit, Stefan and Eke, Norbert Otto}, year={2019}, pages={1–17}, collection={Grundthemen der Literaturwissenschaft} }","mla":"Elit, Stefan, and Norbert Otto Eke. “Einleitung.” <i>Literarische Institutionen</i>, edited by Stefan Elit and Norbert Otto Eke, de Gruyter, 2019, pp. 1–17.","chicago":"Elit, Stefan, and Norbert Otto Eke. “Einleitung.” In <i>Literarische Institutionen</i>, edited by Stefan Elit and Norbert Otto Eke, 1–17. Grundthemen der Literaturwissenschaft. Berlin/Boston: de Gruyter, 2019.","ieee":"S. Elit and N. O. Eke, “Einleitung,” in <i>Literarische Institutionen</i>, S. Elit and N. O. Eke, Eds. Berlin/Boston: de Gruyter, 2019, pp. 1–17.","ama":"Elit S, Eke NO. Einleitung. In: Elit S, Eke NO, eds. <i>Literarische Institutionen</i>. Grundthemen der Literaturwissenschaft. de Gruyter; 2019:1-17."},"publication_identifier":{"isbn":["978-3-11-036469-9"]},"publication_status":"published","language":[{"iso":"ger"}],"_id":"49712","department":[{"_id":"465"},{"_id":"5"}],"user_id":"105","series_title":"Grundthemen der Literaturwissenschaft","editor":[{"first_name":"Stefan","last_name":"Elit","full_name":"Elit, Stefan"},{"first_name":"Norbert Otto","full_name":"Eke, Norbert Otto","last_name":"Eke"}],"status":"public","publication":"Literarische Institutionen","type":"book_chapter"},{"_id":"49747","user_id":"78579","department":[{"_id":"448"}],"language":[{"iso":"ger"}],"type":"misc","status":"public","oa":"1","publisher":"BelgienNet","date_updated":"2023-12-18T10:09:20Z","date_created":"2023-12-18T09:38:41Z","author":[{"first_name":"Yves","orcid":"0009-0009-2166-9794","last_name":"Huybrechts","full_name":"Huybrechts, Yves","id":"78579"}],"title":"Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO)","main_file_link":[{"open_access":"1","url":"https://belgien.net/antwerpener-boerse/"}],"publication_status":"published","year":"2019","citation":{"apa":"Huybrechts, Y. (2019). <i>Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO)</i>. BelgienNet.","short":"Y. Huybrechts, Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO), BelgienNet, 2019.","bibtex":"@book{Huybrechts_2019, title={Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO)}, publisher={BelgienNet}, author={Huybrechts, Yves}, year={2019} }","mla":"Huybrechts, Yves. <i>Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO)</i>. BelgienNet, 2019.","chicago":"Huybrechts, Yves. <i>Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO)</i>. BelgienNet, 2019.","ieee":"Y. Huybrechts, <i>Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO)</i>. BelgienNet, 2019.","ama":"Huybrechts Y. <i>Die Antwerpener Börse - Aufstieg, Niedergang und Wandel (VIDEO)</i>. BelgienNet; 2019."}},{"date_updated":"2023-12-19T09:05:40Z","author":[{"first_name":"Alena","last_name":"Diedrich","id":"49513","full_name":"Diedrich, Alena"}],"date_created":"2023-12-19T09:00:06Z","title":"Ironische Wendigkeit und poetische Notwendigkeit. Zum Begriff des ,Scheiterns‘ bei Hans Magnus Enzensberger","year":"2019","citation":{"bibtex":"@inbook{Diedrich_2019, title={Ironische Wendigkeit und poetische Notwendigkeit. Zum Begriff des ,Scheiterns‘ bei Hans Magnus Enzensberger}, booktitle={Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur und Film}, author={Diedrich, Alena}, editor={Bartl, Andrea and Erk, Corina  and Klinge, Annika  and Kraus, Martin}, year={2019} }","short":"A. Diedrich, in: A. Bartl, C. Erk, A. Klinge, M. Kraus (Eds.), Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur Und Film, 2019.","mla":"Diedrich, Alena. “Ironische Wendigkeit Und Poetische Notwendigkeit. Zum Begriff Des ,Scheiterns‘ Bei Hans Magnus Enzensberger.” <i>Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur Und Film</i>, edited by Andrea Bartl et al., 2019.","apa":"Diedrich, A. (2019). Ironische Wendigkeit und poetische Notwendigkeit. Zum Begriff des ,Scheiterns‘ bei Hans Magnus Enzensberger. In A. Bartl, C. Erk, A. Klinge, &#38; M. Kraus (Eds.), <i>Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur und Film</i>.","ieee":"A. Diedrich, “Ironische Wendigkeit und poetische Notwendigkeit. Zum Begriff des ,Scheiterns‘ bei Hans Magnus Enzensberger,” in <i>Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur und Film</i>, A. Bartl, C. Erk, A. Klinge, and M. Kraus, Eds. 2019.","chicago":"Diedrich, Alena. “Ironische Wendigkeit Und Poetische Notwendigkeit. Zum Begriff Des ,Scheiterns‘ Bei Hans Magnus Enzensberger.” In <i>Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur Und Film</i>, edited by Andrea Bartl, Corina  Erk, Annika  Klinge, and Martin Kraus, 2019.","ama":"Diedrich A. Ironische Wendigkeit und poetische Notwendigkeit. Zum Begriff des ,Scheiterns‘ bei Hans Magnus Enzensberger. In: Bartl A, Erk C, Klinge A, Kraus M, eds. <i>Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur Und Film</i>. ; 2019."},"_id":"49834","user_id":"49513","language":[{"iso":"eng"}],"type":"book_chapter","publication":"Verhinderte Meisterwerke. Gescheiterte Projekte in Literatur und Film","editor":[{"first_name":"Andrea","last_name":"Bartl","full_name":"Bartl, Andrea"},{"first_name":"Corina ","last_name":"Erk","full_name":"Erk, Corina "},{"first_name":"Annika ","full_name":"Klinge, Annika ","last_name":"Klinge"},{"last_name":"Kraus","full_name":"Kraus, Martin","first_name":"Martin"}],"status":"public"},{"publication":"Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung","type":"journal_article","status":"public","department":[{"_id":"544"}],"user_id":"53827","_id":"49878","language":[{"iso":"ger"}],"issue":"3+4","publication_identifier":{"issn":["1860-3033"]},"publication_status":"published","intvolume":"        14","page":"74-78","citation":{"ama":"Neiske I, Vöing N. Tätigkeitsbericht 2007-2017 der Stabsstelle Bildungsinnovationen und Hochschuldidaktik der Universität Paderborn. <i>Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung</i>. 2019;14(3+4):74-78.","ieee":"I. Neiske and N. Vöing, “Tätigkeitsbericht 2007-2017 der Stabsstelle Bildungsinnovationen und Hochschuldidaktik der Universität Paderborn,” <i>Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung</i>, vol. 14, no. 3+4, pp. 74–78, 2019.","chicago":"Neiske, Iris, and Nera Vöing. “Tätigkeitsbericht 2007-2017 der Stabsstelle Bildungsinnovationen und Hochschuldidaktik der Universität Paderborn.” <i>Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung</i> 14, no. 3+4 (2019): 74–78.","bibtex":"@article{Neiske_Vöing_2019, title={Tätigkeitsbericht 2007-2017 der Stabsstelle Bildungsinnovationen und Hochschuldidaktik der Universität Paderborn}, volume={14}, number={3+4}, journal={Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung}, author={Neiske, Iris and Vöing, Nera}, year={2019}, pages={74–78} }","mla":"Neiske, Iris, and Nera Vöing. “Tätigkeitsbericht 2007-2017 der Stabsstelle Bildungsinnovationen und Hochschuldidaktik der Universität Paderborn.” <i>Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung</i>, vol. 14, no. 3+4, 2019, pp. 74–78.","short":"I. Neiske, N. Vöing, Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung 14 (2019) 74–78.","apa":"Neiske, I., &#38; Vöing, N. (2019). Tätigkeitsbericht 2007-2017 der Stabsstelle Bildungsinnovationen und Hochschuldidaktik der Universität Paderborn. <i>Personal- und Organisationsentwicklung Forum für Führung, Moderation, Training, Programm-Organisation in Einrichtungen der Lehre und Forschung</i>, <i>14</i>(3+4), 74–78."},"year":"2019","volume":14,"date_created":"2023-12-19T13:37:04Z","author":[{"last_name":"Neiske","full_name":"Neiske, Iris","id":"53827","first_name":"Iris"},{"full_name":"Vöing, Nera","last_name":"Vöing","first_name":"Nera"}],"date_updated":"2023-12-19T13:37:35Z","oa":"1","main_file_link":[{"open_access":"1","url":"https://www.universitaetsverlagwebler.de/_files/ugd/7bac3c_9d9e78db3a7a46ce8218dba33f9878a1.pdf"}],"title":"Tätigkeitsbericht 2007-2017 der Stabsstelle Bildungsinnovationen und Hochschuldidaktik der Universität Paderborn"},{"language":[{"iso":"ger"}],"_id":"49874","department":[{"_id":"544"}],"user_id":"53827","status":"public","publication":"Paderborner Universitätszeitschrift (puz)","type":"journal_article","title":"Kurz berichtet. Das E-Tutoren-Programm an der UPB.","main_file_link":[{"open_access":"1","url":"https://www.uni-paderborn.de/fileadmin/bildungsinnovationen-hochschuldidaktik/Publikationen/12019_puz.pdf"}],"oa":"1","date_updated":"2023-12-19T13:30:24Z","date_created":"2023-12-19T13:26:27Z","author":[{"first_name":"Iris","last_name":"Neiske","full_name":"Neiske, Iris","id":"53827"}],"year":"2019","page":"77","citation":{"chicago":"Neiske, Iris. “Kurz berichtet. Das E-Tutoren-Programm an der UPB.” <i>Paderborner Universitätszeitschrift (puz)</i>, 2019, 77.","ieee":"I. Neiske, “Kurz berichtet. Das E-Tutoren-Programm an der UPB.,” <i>Paderborner Universitätszeitschrift (puz)</i>, p. 77, 2019.","ama":"Neiske I. Kurz berichtet. Das E-Tutoren-Programm an der UPB. <i>Paderborner Universitätszeitschrift (puz)</i>. Published online 2019:77.","apa":"Neiske, I. (2019). Kurz berichtet. Das E-Tutoren-Programm an der UPB. <i>Paderborner Universitätszeitschrift (puz)</i>, 77.","bibtex":"@article{Neiske_2019, title={Kurz berichtet. Das E-Tutoren-Programm an der UPB.}, journal={Paderborner Universitätszeitschrift (puz)}, author={Neiske, Iris}, year={2019}, pages={77} }","mla":"Neiske, Iris. “Kurz berichtet. Das E-Tutoren-Programm an der UPB.” <i>Paderborner Universitätszeitschrift (puz)</i>, 2019, p. 77.","short":"I. Neiske, Paderborner Universitätszeitschrift (puz) (2019) 77."},"publication_identifier":{"issn":["1434-9736"]},"publication_status":"published"},{"language":[{"iso":"eng"}],"_id":"44009","user_id":"12498","editor":[{"last_name":"Janus","full_name":"Janus, Richard","first_name":"Richard"},{"first_name":"Sophia Stephanie Gundula","id":"12498","full_name":"Niepert-Rumel, Sophia Stephanie Gundula","last_name":"Niepert-Rumel"},{"first_name":"Ilona","full_name":"Nord, Ilona","last_name":"Nord"},{"first_name":"Jochen","full_name":"Schmidt, Jochen","id":"43035","last_name":"Schmidt"},{"first_name":"Harald","id":"480","full_name":"Schroeter-Wittke, Harald","last_name":"Schroeter-Wittke"}],"status":"public","type":"book_editor","title":"Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch","date_updated":"2023-12-20T14:38:07Z","publisher":"Evangelische Verlagsanstalt","date_created":"2023-04-16T23:43:44Z","place":"Leipzig","year":"2019","citation":{"apa":"Janus, R., Niepert-Rumel, S. S. G., Nord, I., Schmidt, J., &#38; Schroeter-Wittke, H. (Eds.). (2019). <i>Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch</i>. Evangelische Verlagsanstalt.","bibtex":"@book{Janus_Niepert-Rumel_Nord_Schmidt_Schroeter-Wittke_2019, place={Leipzig}, title={Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch}, publisher={Evangelische Verlagsanstalt}, year={2019} }","mla":"Janus, Richard, et al., editors. <i>Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch</i>. Evangelische Verlagsanstalt, 2019.","short":"R. Janus, S.S.G. Niepert-Rumel, I. Nord, J. Schmidt, H. Schroeter-Wittke, eds., Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch, Evangelische Verlagsanstalt, Leipzig, 2019.","ieee":"R. Janus, S. S. G. Niepert-Rumel, I. Nord, J. Schmidt, and H. Schroeter-Wittke, Eds., <i>Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch</i>. Leipzig: Evangelische Verlagsanstalt, 2019.","chicago":"Janus, Richard, Sophia Stephanie Gundula Niepert-Rumel, Ilona Nord, Jochen Schmidt, and Harald Schroeter-Wittke, eds. <i>Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch</i>. Leipzig: Evangelische Verlagsanstalt, 2019.","ama":"Janus R, Niepert-Rumel SSG, Nord I, Schmidt J, Schroeter-Wittke H, eds. <i>Jesus-Transformationen. Zum 60. Geburtstag von Martin Leutzsch</i>. Evangelische Verlagsanstalt; 2019."},"page":"248","publication_identifier":{"isbn":["978-3-374-04805-2"]}},{"publication":"Jesus-Transformationen","type":"book_chapter","status":"public","editor":[{"last_name":"Janus","full_name":"Janus, Richard","first_name":"Richard"},{"first_name":"Sophia","last_name":"Niepert-Rumel","full_name":"Niepert-Rumel, Sophia"},{"first_name":"Ilona","last_name":"Nord","full_name":"Nord, Ilona"},{"last_name":"Schmit","full_name":"Schmit, Jochen","first_name":"Jochen"},{"last_name":"Schroeter-Wittke","full_name":"Schroeter-Wittke, Harald","first_name":"Harald"}],"user_id":"12498","_id":"50005","language":[{"iso":"ger"}],"publication_identifier":{"isbn":["978-3-374-04805-2 "]},"page":"34-48","citation":{"ieee":"S. S. G. Niepert-Rumel, “Jesus als Metapher. Bildhafte Jesus-Transformationen im NT und darüber hinaus,” in <i>Jesus-Transformationen</i>, R. Janus, S. Niepert-Rumel, I. Nord, J. Schmit, and H. Schroeter-Wittke, Eds. Leipzig: Evangelische Verlagsanstalt, 2019, pp. 34–48.","chicago":"Niepert-Rumel, Sophia Stephanie Gundula. “Jesus als Metapher. Bildhafte Jesus-Transformationen im NT und darüber hinaus.” In <i>Jesus-Transformationen</i>, edited by Richard Janus, Sophia Niepert-Rumel, Ilona Nord, Jochen Schmit, and Harald Schroeter-Wittke, 34–48. Leipzig: Evangelische Verlagsanstalt, 2019.","apa":"Niepert-Rumel, S. S. G. (2019). Jesus als Metapher. Bildhafte Jesus-Transformationen im NT und darüber hinaus. In R. Janus, S. Niepert-Rumel, I. Nord, J. Schmit, &#38; H. Schroeter-Wittke (Eds.), <i>Jesus-Transformationen</i> (pp. 34–48). Evangelische Verlagsanstalt.","ama":"Niepert-Rumel SSG. Jesus als Metapher. Bildhafte Jesus-Transformationen im NT und darüber hinaus. In: Janus R, Niepert-Rumel S, Nord I, Schmit J, Schroeter-Wittke H, eds. <i>Jesus-Transformationen</i>. Evangelische Verlagsanstalt; 2019:34-48.","bibtex":"@inbook{Niepert-Rumel_2019, place={Leipzig}, title={Jesus als Metapher. Bildhafte Jesus-Transformationen im NT und darüber hinaus}, booktitle={Jesus-Transformationen}, publisher={Evangelische Verlagsanstalt}, author={Niepert-Rumel, Sophia Stephanie Gundula}, editor={Janus, Richard and Niepert-Rumel, Sophia and Nord, Ilona and Schmit, Jochen and Schroeter-Wittke, Harald}, year={2019}, pages={34–48} }","mla":"Niepert-Rumel, Sophia Stephanie Gundula. “Jesus als Metapher. Bildhafte Jesus-Transformationen im NT und darüber hinaus.” <i>Jesus-Transformationen</i>, edited by Richard Janus et al., Evangelische Verlagsanstalt, 2019, pp. 34–48.","short":"S.S.G. Niepert-Rumel, in: R. Janus, S. Niepert-Rumel, I. Nord, J. Schmit, H. Schroeter-Wittke (Eds.), Jesus-Transformationen, Evangelische Verlagsanstalt, Leipzig, 2019, pp. 34–48."},"year":"2019","place":"Leipzig","author":[{"last_name":"Niepert-Rumel","id":"12498","full_name":"Niepert-Rumel, Sophia Stephanie Gundula","first_name":"Sophia Stephanie Gundula"}],"date_created":"2023-12-21T07:38:47Z","date_updated":"2023-12-21T07:38:56Z","publisher":"Evangelische Verlagsanstalt","title":"Jesus als Metapher. Bildhafte Jesus-Transformationen im NT und darüber hinaus"},{"language":[{"iso":"eng"}],"keyword":["idea formation","language activity","objectification","intrapersonal intertextuality","articulation","Jakubinskij","Vygotsky","Humboldt"],"user_id":"53917","department":[{"_id":"424"}],"_id":"32156","status":"public","abstract":[{"text":"How do ideas come into being? Our contribution takes its starting point in an observation\r\nwe made in empirical data from a prior study. The data center around an instant of an\r\nacademic writer’s thinking during the revision of a scientific paper. Through a detailed\r\ndiscourse-oriented micro-analysis, we zoom in on the writer’s thinking activity and uncover\r\nthe genesis of a complex idea through a sequence of interrelated moments. These\r\nmoments feature different degrees of “crystallization” of the idea; from gestures, a sketch,\r\na short written note, oral explanations to a final spelled-out written argument. For this\r\ncontribution, we re-analyze the material, asking how the idea gets formed during the\r\nthinking process and how it reaches a tangible form, which is understandable both for\r\nthe thinker and for other persons. We root our analysis in a notion of language as social,\r\nembodied, and dialogical activity, drawing on concepts from Humboldt, Jakubinskij, and\r\nVygotsky. We focus our analysis on three conceptual nodes. The first node is the ebbing\r\nand advancing of language in idea formation – observable as a trajectory through linguistically more condensed or more expanded utterance forms. The second node is the degree of objectification that the idea reaches when it is performed differently in a variety of addressivity constellations, i.e., whether and how it becomes understandable to the thinker and to others in the social sphere. Finally, the third node is the saturation of the idea through what we call intrapersonal intertextuality, i.e., its complex and dialogically related re-articulations in a sequence of formative moments. With these considerations, we articulate a clear consequence for theorizing thinking. We hold that thinking is social, embodied, and dialogically organized because it is entangled with language. Ideas come into being and become understandable and communicable to other persons only by and within their different, yet, intertextually related formations.","lang":"eng"}],"type":"journal_article","publication":"Frontiers in Psychology","main_file_link":[{"open_access":"1"}],"doi":"10.3389/fpsyg.2019.02355","title":"How ideas come into being: Tracing intertextual moments in grades of objectification and publicness","date_created":"2022-06-24T14:27:04Z","author":[{"first_name":"Andrea","full_name":"Karsten, Andrea","id":"53917","orcid":"0000-0003-0194-2000","last_name":"Karsten"},{"first_name":"Marie-Cécile","last_name":"Bertau","full_name":"Bertau, Marie-Cécile"}],"volume":10,"date_updated":"2023-12-21T08:42:58Z","oa":"1","citation":{"ama":"Karsten A, Bertau M-C. How ideas come into being: Tracing intertextual moments in grades of objectification and publicness. <i>Frontiers in Psychology</i>. 2019;10. doi:<a href=\"https://doi.org/10.3389/fpsyg.2019.02355\">10.3389/fpsyg.2019.02355</a>","ieee":"A. Karsten and M.-C. Bertau, “How ideas come into being: Tracing intertextual moments in grades of objectification and publicness,” <i>Frontiers in Psychology</i>, vol. 10, 2019, doi: <a href=\"https://doi.org/10.3389/fpsyg.2019.02355\">10.3389/fpsyg.2019.02355</a>.","chicago":"Karsten, Andrea, and Marie-Cécile Bertau. “How Ideas Come into Being: Tracing Intertextual Moments in Grades of Objectification and Publicness.” <i>Frontiers in Psychology</i> 10 (2019). <a href=\"https://doi.org/10.3389/fpsyg.2019.02355\">https://doi.org/10.3389/fpsyg.2019.02355</a>.","short":"A. Karsten, M.-C. Bertau, Frontiers in Psychology 10 (2019).","bibtex":"@article{Karsten_Bertau_2019, title={How ideas come into being: Tracing intertextual moments in grades of objectification and publicness}, volume={10}, DOI={<a href=\"https://doi.org/10.3389/fpsyg.2019.02355\">10.3389/fpsyg.2019.02355</a>}, journal={Frontiers in Psychology}, author={Karsten, Andrea and Bertau, Marie-Cécile}, year={2019} }","mla":"Karsten, Andrea, and Marie-Cécile Bertau. “How Ideas Come into Being: Tracing Intertextual Moments in Grades of Objectification and Publicness.” <i>Frontiers in Psychology</i>, vol. 10, 2019, doi:<a href=\"https://doi.org/10.3389/fpsyg.2019.02355\">10.3389/fpsyg.2019.02355</a>.","apa":"Karsten, A., &#38; Bertau, M.-C. (2019). How ideas come into being: Tracing intertextual moments in grades of objectification and publicness. <i>Frontiers in Psychology</i>, <i>10</i>. <a href=\"https://doi.org/10.3389/fpsyg.2019.02355\">https://doi.org/10.3389/fpsyg.2019.02355</a>"},"intvolume":"        10","year":"2019","publication_status":"published"},{"language":[{"iso":"ger"}],"user_id":"78235","_id":"50106","status":"public","type":"journal_article","publication":"Impulse.Kunstdidaktik ","title":"Farbe im Prozess optischer und haptischer Wahrnehmung – ein Beispiel aus dem Kunstunterricht","date_created":"2024-01-03T07:59:31Z","author":[{"id":"78235","full_name":"Pauls, Karina","last_name":"Pauls","first_name":"Karina"}],"volume":25,"date_updated":"2024-01-03T08:01:32Z","citation":{"ieee":"K. Pauls, “Farbe im Prozess optischer und haptischer Wahrnehmung – ein Beispiel aus dem Kunstunterricht,” <i>Impulse.Kunstdidaktik </i>, vol. 25, p. S. 34-44, 2019.","chicago":"Pauls, Karina. “Farbe im Prozess optischer und haptischer Wahrnehmung – ein Beispiel aus dem Kunstunterricht.” <i>Impulse.Kunstdidaktik </i> 25 (2019): S. 34-44.","ama":"Pauls K. Farbe im Prozess optischer und haptischer Wahrnehmung – ein Beispiel aus dem Kunstunterricht. <i>ImpulseKunstdidaktik </i>. 2019;25:S. 34-44.","apa":"Pauls, K. (2019). Farbe im Prozess optischer und haptischer Wahrnehmung – ein Beispiel aus dem Kunstunterricht. <i>Impulse.Kunstdidaktik </i>, <i>25</i>, S. 34-44.","mla":"Pauls, Karina. “Farbe im Prozess optischer und haptischer Wahrnehmung – ein Beispiel aus dem Kunstunterricht.” <i>Impulse.Kunstdidaktik </i>, vol. 25, 2019, p. S. 34-44.","bibtex":"@article{Pauls_2019, title={Farbe im Prozess optischer und haptischer Wahrnehmung – ein Beispiel aus dem Kunstunterricht}, volume={25}, journal={Impulse.Kunstdidaktik }, author={Pauls, Karina}, year={2019}, pages={S. 34-44} }","short":"K. Pauls, Impulse.Kunstdidaktik  25 (2019) S. 34-44."},"page":"S. 34-44","intvolume":"        25","year":"2019","publication_status":"published"},{"status":"public","publication":"BDK Mitteilungen 2/2019","type":"review","language":[{"iso":"ger"}],"user_id":"78235","_id":"50107","page":"S. 44","citation":{"short":"K. Pauls, BDK Mitteilungen 2/2019 (2019) S. 44.","bibtex":"@article{Pauls_2019, title={Rezension zu Kunibert Bering – Rolf Niehoff: Horizonte der Bild-/Kunstgeschichte mit kunstpädagogischem Blick – Band 2}, journal={BDK Mitteilungen 2/2019}, author={Pauls, Karina}, year={2019}, pages={S. 44} }","mla":"Pauls, Karina. “Rezension zu Kunibert Bering – Rolf Niehoff: Horizonte der Bild-/Kunstgeschichte mit kunstpädagogischem Blick – Band 2.” <i>BDK Mitteilungen 2/2019</i>, 2019, p. S. 44.","apa":"Pauls, K. (2019). Rezension zu Kunibert Bering – Rolf Niehoff: Horizonte der Bild-/Kunstgeschichte mit kunstpädagogischem Blick – Band 2. In <i>BDK Mitteilungen 2/2019</i> (p. S. 44).","ieee":"K. Pauls, “Rezension zu Kunibert Bering – Rolf Niehoff: Horizonte der Bild-/Kunstgeschichte mit kunstpädagogischem Blick – Band 2,” <i>BDK Mitteilungen 2/2019</i>. p. S. 44, 2019.","chicago":"Pauls, Karina. “Rezension zu Kunibert Bering – Rolf Niehoff: Horizonte der Bild-/Kunstgeschichte mit kunstpädagogischem Blick – Band 2.” <i>BDK Mitteilungen 2/2019</i>, 2019.","ama":"Pauls K. Rezension zu Kunibert Bering – Rolf Niehoff: Horizonte der Bild-/Kunstgeschichte mit kunstpädagogischem Blick – Band 2. <i>BDK Mitteilungen 2/2019</i>. Published online 2019:S. 44."},"year":"2019","publication_status":"published","title":"Rezension zu Kunibert Bering – Rolf Niehoff: Horizonte der Bild-/Kunstgeschichte mit kunstpädagogischem Blick – Band 2","author":[{"full_name":"Pauls, Karina","id":"78235","last_name":"Pauls","first_name":"Karina"}],"date_created":"2024-01-03T08:01:16Z","date_updated":"2024-01-03T08:02:56Z"},{"year":"2019","date_created":"2024-01-04T09:40:48Z","publisher":"Universi-Verlag","title":"Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4","abstract":[{"text":"In der vorliegenden Arbeit werden Wege untersucht, um die stellare Physik zu elementarisieren und in Lehrkonzepte zu überführen. Damit sollen angehenden oder tätigen Lehrenden der Physik Mittel an die Hand gegeben werden, die ein angemessenes Theorieverständnis ermöglichen. In erster Linie wird damit bezweckt, eine wesentliche Forschungsmethode der Astrophysik - nämlich Himmelskörper mathematisch so zu modellieren, dass an ihrer Oberfläche beobachtbare Phänomene vorhergesagt werden - im Lehr- und Unterrichtsbetrieb zu präsentieren. Bekanntlich werden viele astrophysikalische Phänomene in der Lehrliteratur nur phänomenologisch abgehandelt, wodurch das Desiderat entsteht, dass die eigentliche Untersuchungsmethodologie nur ungenügend vermittelt wird.\r\nIn der Promotionsschrift wird berücksichtigt, dass Astrophysik nur einen kleinen Teil eines Physikstudiums für das Lehramt ausmacht, der Stoff daher komprimiert und ohne tiefere Vorkenntnisse zu behandeln ist. Weiterhin wird anhand der Analyse von Aufgaben zweier Schulbuchreihen gezeigt, dass quantitatives Arbeiten insbesondere in der Sekundarstufe II einen großen Teil des Physikunterrichts ausmacht und sich daher mathematisches Modellieren für Übungen anbietet.\r\nVon jeher unterliegt die Astrophysik einem besonders kritischen, erkenntnistheoretischen Blick, da sie naturgegeben weitgehend auf die experimentelle Untersuchung ihrer Forschungsgegenstände verzichten muss und nur anhand passiver Beobachtungen zu Erkenntnissen gelangen kann. Eine sinnvolle Beschäftigung mit modernen Forschungsresultaten der Astrophysik ist daher ohne eine besondere Einbindung in einen erkenntnistheoretischen Rahmen kaum vorstellbar. Daher werden in der vorliegenden Schrift erkenntnistheoretische Grundlagen vorgestellt, die einen kritischen Blick auf die Entwicklung einer astrophysikalischen Theorie ermöglichen.\r\nEs werden Varianten aufgezeigt, die Sterne sowohl als quasi-statische Objekte zu betrachten als auch ihre Entwicklung näher zu beleuchten. Speziell auf die Bedingungen zur Entwicklung von Leben auf einem Planeten und die dabei bestehenden Zusammenhänge zum Zentralgestirn wird eingegangen, da die Frage nach Leben auf anderen Planeten ein für Lernende interessantes Thema ist. Die präsentierten Modelle benötigen dabei nur Mathematik und Physik der Grundvorlesungen, teilweise genügt Abiturniveau.","lang":"ger"},{"text":"This thesis is about ways of simplifying stellar physics and of transferring them into teaching concepts. The aim is to provide future or active teachers of physics with the means to gain an appropriate understanding of theory. The main goal is to present an essential research method of astrophysics - to model celestial bodies mathematically in such a way that observable phenomena are predicted on their surface - in teaching. Currently, many astrophysical phenomena are only dealt with phenomenologically in teaching literature, which results in the desideratum that the actual research methodology is only insufficiently conveyed.\r\nThis doctoral thesis takes into consideration astrophysics being only a minor part of a physics course in the teaching-study program, therefore the material is condensed and can be accessed without deeper previous knowledge. Furthermore, the analysis of the tasks of two textbook series shows that quantitative work, especially in secondary level II, constitutes in a large part of physics teaching and that mathematical modelling therefore is suitable for exercises.\r\nAstrophysics has always been subject to a particularly critical, epistemological view, since it naturally has to largely dispense with the experimental investigation of its research objects and can only lead to findings based on passive observations. A meaningful occupation with modern research results of astrophysics is therefore hardly imaginable without a special integration into an epistemological framework. Thus, the presented paper shows epistemological fundamentals that allow a critical view on the development of an astrophysical theory.\r\nVariants are shown to view the stars both as quasi-static objects and to shed light their evolution. Particularly the conditions for the development of life on a planet and the existing connections to the central star are discussed, since the question of life on other planets is an interesting topic for learners. The presented models are based on basic mathematics and physics lectures, partly even high school level is sufficient.","lang":"eng"}],"language":[{"iso":"ger"}],"ddc":["530"],"publication_status":"published","publication_identifier":{"isbn":["978-3-96182-050-4"]},"citation":{"apa":"Hohmann, S. (2019). <i>Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4</i>. Universi-Verlag. <a href=\"https://doi.org/10.25819/ubsi/486\">https://doi.org/10.25819/ubsi/486</a>","short":"S. Hohmann, Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4, Universi-Verlag, Siegen, 2019.","bibtex":"@book{Hohmann_2019, place={Siegen}, title={Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4}, DOI={<a href=\"https://doi.org/10.25819/ubsi/486\">10.25819/ubsi/486</a>}, publisher={Universi-Verlag}, author={Hohmann, Sascha}, year={2019} }","mla":"Hohmann, Sascha. <i>Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4</i>. Universi-Verlag, 2019, doi:<a href=\"https://doi.org/10.25819/ubsi/486\">10.25819/ubsi/486</a>.","ama":"Hohmann S. <i>Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4</i>. Universi-Verlag; 2019. doi:<a href=\"https://doi.org/10.25819/ubsi/486\">10.25819/ubsi/486</a>","ieee":"S. Hohmann, <i>Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4</i>. Siegen: Universi-Verlag, 2019.","chicago":"Hohmann, Sascha. <i>Die Entwicklung der Sterne. Eine elementarisierte Betrachtung. Dissertation. Universi-Verlag, Siegen, ISBN 978-3-96182-050-4</i>. Siegen: Universi-Verlag, 2019. <a href=\"https://doi.org/10.25819/ubsi/486\">https://doi.org/10.25819/ubsi/486</a>."},"page":"200","place":"Siegen","author":[{"first_name":"Sascha","last_name":"Hohmann","full_name":"Hohmann, Sascha","id":"94328"}],"supervisor":[{"first_name":"Oliver","full_name":"Schwarz, Oliver","last_name":"Schwarz"}],"date_updated":"2024-01-04T09:41:16Z","main_file_link":[{"url":"https://dspace.ub.uni-siegen.de/handle/ubsi/1516"}],"doi":"10.25819/ubsi/486","type":"dissertation","status":"public","user_id":"94328","_id":"50177","extern":"1"},{"language":[{"iso":"ger"}],"extern":"1","_id":"50196","user_id":"94328","editor":[{"first_name":"Helmuth","full_name":"Grötzebauch, Helmuth","last_name":"Grötzebauch"}],"status":"public","publication":"PhyDid B","type":"conference","title":"Wie groß ist ein Neutronenstern? Elementarisierende Überlegungen und Abschätzungen","conference":{"name":"DPG-Frühjahrstagung","start_date":"2019-03-25","end_date":"2019-03-30","location":"Aachen"},"main_file_link":[{"url":"https://ojs.dpg-physik.de/index.php/phydid-b/article/view/920/1050","open_access":"1"}],"oa":"1","date_updated":"2024-01-04T11:50:24Z","date_created":"2024-01-04T11:37:42Z","author":[{"orcid":"0000-0001-6145-3466","last_name":"Hohmann","id":"94328","full_name":"Hohmann, Sascha","first_name":"Sascha"}],"year":"2019","page":"31-36","corporate_editor":["Deutsche Physikalische Gesellschaft"],"citation":{"ama":"Hohmann S. Wie groß ist ein Neutronenstern? Elementarisierende Überlegungen und Abschätzungen. In: Grötzebauch H, Deutsche Physikalische Gesellschaft, eds. <i>PhyDid B</i>. ; 2019:31-36.","chicago":"Hohmann, Sascha. “Wie groß ist ein Neutronenstern? Elementarisierende Überlegungen und Abschätzungen.” In <i>PhyDid B</i>, edited by Helmuth Grötzebauch and Deutsche Physikalische Gesellschaft, 31–36, 2019.","ieee":"S. Hohmann, “Wie groß ist ein Neutronenstern? Elementarisierende Überlegungen und Abschätzungen,” in <i>PhyDid B</i>, Aachen, 2019, no. 2019, pp. 31–36.","apa":"Hohmann, S. (2019). Wie groß ist ein Neutronenstern? Elementarisierende Überlegungen und Abschätzungen. In H. Grötzebauch &#38; Deutsche Physikalische Gesellschaft (Eds.), <i>PhyDid B</i> (Issue 2019, pp. 31–36).","short":"S. Hohmann, in: H. Grötzebauch, Deutsche Physikalische Gesellschaft (Eds.), PhyDid B, 2019, pp. 31–36.","bibtex":"@inproceedings{Hohmann_2019, title={Wie groß ist ein Neutronenstern? Elementarisierende Überlegungen und Abschätzungen}, number={2019}, booktitle={PhyDid B}, author={Hohmann, Sascha}, editor={Grötzebauch, Helmuth and Deutsche Physikalische Gesellschaft}, year={2019}, pages={31–36} }","mla":"Hohmann, Sascha. “Wie groß ist ein Neutronenstern? Elementarisierende Überlegungen und Abschätzungen.” <i>PhyDid B</i>, edited by Helmuth Grötzebauch and Deutsche Physikalische Gesellschaft, no. 2019, 2019, pp. 31–36."},"publication_identifier":{"issn":["2191-379X"]},"publication_status":"published","issue":"2019"},{"date_updated":"2024-01-04T11:50:34Z","publisher":"Friedrich-Verlag","author":[{"first_name":"Sascha","id":"94328","full_name":"Hohmann, Sascha","last_name":"Hohmann","orcid":"0000-0001-6145-3466"}],"date_created":"2024-01-04T11:38:40Z","volume":5,"title":"Stellare Voraussetzungen für die Entstehung von Leben","publication_status":"published","publication_identifier":{"issn":["1437-8639"]},"issue":"2019","year":"2019","citation":{"short":"S. Hohmann, Astronomie + Raumfahrt im Unterricht 5 (2019) 15–19.","bibtex":"@article{Hohmann_2019, title={Stellare Voraussetzungen für die Entstehung von Leben}, volume={5}, number={2019}, journal={Astronomie + Raumfahrt im Unterricht}, publisher={Friedrich-Verlag}, author={Hohmann, Sascha}, year={2019}, pages={15–19} }","mla":"Hohmann, Sascha. “Stellare Voraussetzungen für die Entstehung von Leben.” <i>Astronomie + Raumfahrt im Unterricht</i>, vol. 5, no. 2019, Friedrich-Verlag, 2019, pp. 15–19.","apa":"Hohmann, S. (2019). Stellare Voraussetzungen für die Entstehung von Leben. <i>Astronomie + Raumfahrt im Unterricht</i>, <i>5</i>(2019), 15–19.","chicago":"Hohmann, Sascha. “Stellare Voraussetzungen für die Entstehung von Leben.” <i>Astronomie + Raumfahrt im Unterricht</i> 5, no. 2019 (2019): 15–19.","ieee":"S. Hohmann, “Stellare Voraussetzungen für die Entstehung von Leben,” <i>Astronomie + Raumfahrt im Unterricht</i>, vol. 5, no. 2019, pp. 15–19, 2019.","ama":"Hohmann S. Stellare Voraussetzungen für die Entstehung von Leben. <i>Astronomie + Raumfahrt im Unterricht</i>. 2019;5(2019):15-19."},"intvolume":"         5","page":"15-19","_id":"50197","user_id":"94328","extern":"1","language":[{"iso":"ger"}],"type":"journal_article","publication":"Astronomie + Raumfahrt im Unterricht","status":"public"}]