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Ghasemzadeh Mohammadi <i>et al.</i>, “FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics,” 2021, doi: <a href=\"https://doi.org/10.1007/978-3-030-93736-2_27\">https://doi.org/10.1007/978-3-030-93736-2_27</a>."},"publication":" Machine Learning and Principles and Practice of Knowledge Discovery in Databases","project":[{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"},{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"}],"_id":"30908","language":[{"iso":"eng"}],"publisher":"Springer","user_id":"477","doi":"https://doi.org/10.1007/978-3-030-93736-2_27","author":[{"full_name":"Ghasemzadeh Mohammadi, Hassan","first_name":"Hassan","last_name":"Ghasemzadeh Mohammadi","id":"61186"},{"orcid":"0000-0003-4987-5708","first_name":"Felix","last_name":"Jentzsch","full_name":"Jentzsch, Felix","id":"55631"},{"full_name":"Kuschel, Maurice","first_name":"Maurice","last_name":"Kuschel"},{"full_name":"Arshad, Rahil ","first_name":"Rahil ","last_name":"Arshad"},{"last_name":"Rautmare","first_name":"Sneha","full_name":"Rautmare, Sneha"},{"last_name":"Manjunatha","first_name":"Suraj","full_name":"Manjunatha, Suraj"},{"id":"398","full_name":"Platzner, Marco","first_name":"Marco","last_name":"Platzner"},{"last_name":"Boschmann","first_name":"Alexander","full_name":"Boschmann, Alexander"},{"last_name":"Schollbach","first_name":"Dirk ","full_name":"Schollbach, Dirk "}],"title":"FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics","year":"2021","status":"public","date_updated":"2023-09-15T15:09:07Z"},{"doi":"10.1007/978-3-030-71593-9_15","language":[{"iso":"eng"}],"date_updated":"2023-09-26T11:40:25Z","publication_status":"published","author":[{"full_name":"Alhaddad, Samer","last_name":"Alhaddad","first_name":"Samer","id":"42456"},{"id":"158","last_name":"Förstner","first_name":"Jens","orcid":"0000-0001-7059-9862","full_name":"Förstner, Jens"},{"full_name":"Groth, Stefan","last_name":"Groth","first_name":"Stefan"},{"full_name":"Grünewald, Daniel","last_name":"Grünewald","first_name":"Daniel"},{"last_name":"Grynko","first_name":"Yevgen","full_name":"Grynko, Yevgen","id":"26059"},{"last_name":"Hannig","first_name":"Frank","full_name":"Hannig, Frank"},{"full_name":"Kenter, Tobias","last_name":"Kenter","first_name":"Tobias","id":"3145"},{"full_name":"Pfreundt, Franz-Josef","last_name":"Pfreundt","first_name":"Franz-Josef"},{"id":"16153","full_name":"Plessl, Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982","first_name":"Christian"},{"full_name":"Schotte, Merlind","first_name":"Merlind","last_name":"Schotte"},{"last_name":"Steinke","first_name":"Thomas","full_name":"Steinke, Thomas"},{"last_name":"Teich","first_name":"Jürgen","full_name":"Teich, Jürgen"},{"last_name":"Weiser","first_name":"Martin","full_name":"Weiser, Martin"},{"full_name":"Wende, Florian","last_name":"Wende","first_name":"Florian"}],"publication_identifier":{"isbn":["9783030715922","9783030715939"],"issn":["0302-9743","1611-3349"]},"title":"HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids","year":"2021","department":[{"_id":"61"},{"_id":"230"},{"_id":"429"},{"_id":"27"},{"_id":"518"}],"keyword":["tet_topic_hpc"],"type":"book_chapter","date_created":"2021-03-31T19:39:42Z","file":[{"date_updated":"2021-03-31T19:42:52Z","relation":"main_file","file_size":564398,"access_level":"closed","file_name":"2021-03 Alhaddad2021_Chapter_HighPerMeshesADomain-SpecificL.pdf","success":1,"content_type":"application/pdf","file_id":"21588","creator":"fossie","date_created":"2021-03-31T19:42:52Z"}],"abstract":[{"text":"Solving partial differential equations on unstructured grids is a cornerstone of engineering and scientific computing. Nowadays, heterogeneous parallel platforms with CPUs, GPUs, and FPGAs enable energy-efficient and computationally demanding simulations. We developed the HighPerMeshes C++-embedded Domain-Specific Language (DSL) for bridging the abstraction gap between the mathematical and algorithmic formulation of mesh-based algorithms for PDE problems on the one hand and an increasing number of heterogeneous platforms with their different parallel programming and runtime models on the other hand. Thus, the HighPerMeshes DSL aims at higher productivity in the code development process for multiple target platforms. We introduce the concepts as well as the basic structure of the HighPerMeshes DSL, and demonstrate its usage with three examples, a Poisson and monodomain problem, respectively, solved by the continuous finite element method, and the discontinuous Galerkin method for Maxwell’s equation. The mapping of the abstract algorithmic description onto parallel hardware, including distributed memory compute clusters, is presented. Finally, the achievable performance and scalability are demonstrated for a typical example problem on a multi-core CPU cluster.","lang":"eng"}],"publication":"Euro-Par 2020: Parallel Processing Workshops","ddc":["004"],"user_id":"15278","_id":"21587","has_accepted_license":"1","status":"public","place":"Cham","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"quality_controlled":"1","citation":{"chicago":"Alhaddad, Samer, Jens Förstner, Stefan Groth, Daniel Grünewald, Yevgen Grynko, Frank Hannig, Tobias Kenter, et al. “HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids.” In <i>Euro-Par 2020: Parallel Processing Workshops</i>. Cham, 2021. <a href=\"https://doi.org/10.1007/978-3-030-71593-9_15\">https://doi.org/10.1007/978-3-030-71593-9_15</a>.","short":"S. Alhaddad, J. Förstner, S. Groth, D. Grünewald, Y. Grynko, F. Hannig, T. Kenter, F.-J. Pfreundt, C. Plessl, M. Schotte, T. Steinke, J. Teich, M. Weiser, F. Wende, in: Euro-Par 2020: Parallel Processing Workshops, Cham, 2021.","apa":"Alhaddad, S., Förstner, J., Groth, S., Grünewald, D., Grynko, Y., Hannig, F., Kenter, T., Pfreundt, F.-J., Plessl, C., Schotte, M., Steinke, T., Teich, J., Weiser, M., &#38; Wende, F. (2021). HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids. In <i>Euro-Par 2020: Parallel Processing Workshops</i>. <a href=\"https://doi.org/10.1007/978-3-030-71593-9_15\">https://doi.org/10.1007/978-3-030-71593-9_15</a>","ieee":"S. Alhaddad <i>et al.</i>, “HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids,” in <i>Euro-Par 2020: Parallel Processing Workshops</i>, Cham, 2021.","ama":"Alhaddad S, Förstner J, Groth S, et al. HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids. In: <i>Euro-Par 2020: Parallel Processing Workshops</i>. ; 2021. doi:<a href=\"https://doi.org/10.1007/978-3-030-71593-9_15\">10.1007/978-3-030-71593-9_15</a>","bibtex":"@inbook{Alhaddad_Förstner_Groth_Grünewald_Grynko_Hannig_Kenter_Pfreundt_Plessl_Schotte_et al._2021, place={Cham}, title={HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-71593-9_15\">10.1007/978-3-030-71593-9_15</a>}, booktitle={Euro-Par 2020: Parallel Processing Workshops}, author={Alhaddad, Samer and Förstner, Jens and Groth, Stefan and Grünewald, Daniel and Grynko, Yevgen and Hannig, Frank and Kenter, Tobias and Pfreundt, Franz-Josef and Plessl, Christian and Schotte, Merlind and et al.}, year={2021} }","mla":"Alhaddad, Samer, et al. “HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids.” <i>Euro-Par 2020: Parallel Processing Workshops</i>, 2021, doi:<a href=\"https://doi.org/10.1007/978-3-030-71593-9_15\">10.1007/978-3-030-71593-9_15</a>."},"file_date_updated":"2021-03-31T19:42:52Z"},{"date_created":"2022-02-21T14:22:01Z","place":"Cham","department":[{"_id":"27"},{"_id":"518"},{"_id":"304"}],"type":"book_chapter","citation":{"apa":"Ramaswami, A., Kenter, T., Kühne, T., &#38; Plessl, C. (2021). Evaluating the Design Space for Offloading 3D FFT Calculations to an FPGA for High-Performance Computing. In <i>Applied Reconfigurable Computing. Architectures, Tools, and Applications</i>. Int. Conf. on Applied Reconfigurable Computing. Architectures, Tools, and Applications. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-79025-7_21\">https://doi.org/10.1007/978-3-030-79025-7_21</a>","ieee":"A. Ramaswami, T. Kenter, T. Kühne, and C. Plessl, “Evaluating the Design Space for Offloading 3D FFT Calculations to an FPGA for High-Performance Computing,” in <i>Applied Reconfigurable Computing. Architectures, Tools, and Applications</i>, Cham: Springer International Publishing, 2021.","chicago":"Ramaswami, Arjun, Tobias Kenter, Thomas Kühne, and Christian Plessl. “Evaluating the Design Space for Offloading 3D FFT Calculations to an FPGA for High-Performance Computing.” In <i>Applied Reconfigurable Computing. Architectures, Tools, and Applications</i>. Cham: Springer International Publishing, 2021. <a href=\"https://doi.org/10.1007/978-3-030-79025-7_21\">https://doi.org/10.1007/978-3-030-79025-7_21</a>.","short":"A. Ramaswami, T. Kenter, T. Kühne, C. Plessl, in: Applied Reconfigurable Computing. Architectures, Tools, and Applications, Springer International Publishing, Cham, 2021.","mla":"Ramaswami, Arjun, et al. “Evaluating the Design Space for Offloading 3D FFT Calculations to an FPGA for High-Performance Computing.” <i>Applied Reconfigurable Computing. Architectures, Tools, and Applications</i>, Springer International Publishing, 2021, doi:<a href=\"https://doi.org/10.1007/978-3-030-79025-7_21\">10.1007/978-3-030-79025-7_21</a>.","ama":"Ramaswami A, Kenter T, Kühne T, Plessl C. Evaluating the Design Space for Offloading 3D FFT Calculations to an FPGA for High-Performance Computing. In: <i>Applied Reconfigurable Computing. Architectures, Tools, and Applications</i>. Springer International Publishing; 2021. doi:<a href=\"https://doi.org/10.1007/978-3-030-79025-7_21\">10.1007/978-3-030-79025-7_21</a>","bibtex":"@inbook{Ramaswami_Kenter_Kühne_Plessl_2021, place={Cham}, title={Evaluating the Design Space for Offloading 3D FFT Calculations to an FPGA for High-Performance Computing}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-79025-7_21\">10.1007/978-3-030-79025-7_21</a>}, booktitle={Applied Reconfigurable Computing. Architectures, Tools, and Applications}, publisher={Springer International Publishing}, author={Ramaswami, Arjun and Kenter, Tobias and Kühne, Thomas and Plessl, Christian}, year={2021} }"},"publication":"Applied Reconfigurable Computing. Architectures, Tools, and Applications","quality_controlled":"1","language":[{"iso":"eng"}],"_id":"29936","publisher":"Springer International Publishing","user_id":"15278","doi":"10.1007/978-3-030-79025-7_21","author":[{"first_name":"Arjun","last_name":"Ramaswami","orcid":"https://orcid.org/0000-0002-0909-1178","full_name":"Ramaswami, Arjun","id":"49171"},{"first_name":"Tobias","last_name":"Kenter","full_name":"Kenter, Tobias","id":"3145"},{"full_name":"Kühne, Thomas","last_name":"Kühne","first_name":"Thomas","id":"49079"},{"full_name":"Plessl, Christian","first_name":"Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982","id":"16153"}],"publication_identifier":{"isbn":["9783030790240","9783030790257"],"issn":["0302-9743","1611-3349"]},"conference":{"name":"Int. Conf. on Applied Reconfigurable Computing. 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The HighPerMeshes framework for numerical algorithms on unstructured grids. <i>Concurrency and Computation: Practice and Experience</i>. Published online 2021:e6616. doi:<a href=\"https://doi.org/10.1002/cpe.6616\">10.1002/cpe.6616</a>","chicago":"Alhaddad, Samer, Jens Förstner, Stefan Groth, Daniel Grünewald, Yevgen Grynko, Frank Hannig, Tobias Kenter, et al. “The HighPerMeshes Framework for Numerical Algorithms on Unstructured Grids.” <i>Concurrency and Computation: Practice and Experience</i>, 2021, e6616. <a href=\"https://doi.org/10.1002/cpe.6616\">https://doi.org/10.1002/cpe.6616</a>.","bibtex":"@article{Alhaddad_Förstner_Groth_Grünewald_Grynko_Hannig_Kenter_Pfreundt_Plessl_Schotte_et al._2021, title={The HighPerMeshes framework for numerical algorithms on unstructured grids}, DOI={<a href=\"https://doi.org/10.1002/cpe.6616\">10.1002/cpe.6616</a>}, journal={Concurrency and Computation: Practice and Experience}, author={Alhaddad, Samer and Förstner, Jens and Groth, Stefan and Grünewald, Daniel and Grynko, Yevgen and Hannig, Frank and Kenter, Tobias and Pfreundt, Franz‐Josef and Plessl, Christian and Schotte, Merlind and et al.}, year={2021}, pages={e6616} }","mla":"Alhaddad, Samer, et al. “The HighPerMeshes Framework for Numerical Algorithms on Unstructured Grids.” <i>Concurrency and Computation: Practice and Experience</i>, 2021, p. e6616, doi:<a href=\"https://doi.org/10.1002/cpe.6616\">10.1002/cpe.6616</a>.","apa":"Alhaddad, S., Förstner, J., Groth, S., Grünewald, D., Grynko, Y., Hannig, F., Kenter, T., Pfreundt, F., Plessl, C., Schotte, M., Steinke, T., Teich, J., Weiser, M., &#38; Wende, F. (2021). The HighPerMeshes framework for numerical algorithms on unstructured grids. <i>Concurrency and Computation: Practice and Experience</i>, e6616. <a href=\"https://doi.org/10.1002/cpe.6616\">https://doi.org/10.1002/cpe.6616</a>","ieee":"S. Alhaddad <i>et al.</i>, “The HighPerMeshes framework for numerical algorithms on unstructured grids,” <i>Concurrency and Computation: Practice and Experience</i>, p. e6616, 2021, doi: <a href=\"https://doi.org/10.1002/cpe.6616\">10.1002/cpe.6616</a>."},"file_date_updated":"2021-09-22T06:19:29Z","doi":"10.1002/cpe.6616","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2023-09-26T11:42:19Z","author":[{"id":"42456","last_name":"Alhaddad","first_name":"Samer","full_name":"Alhaddad, Samer"},{"orcid":"0000-0001-7059-9862","first_name":"Jens","last_name":"Förstner","full_name":"Förstner, Jens","id":"158"},{"last_name":"Groth","first_name":"Stefan","full_name":"Groth, Stefan"},{"full_name":"Grünewald, Daniel","last_name":"Grünewald","first_name":"Daniel"},{"last_name":"Grynko","first_name":"Yevgen","full_name":"Grynko, Yevgen","id":"26059"},{"last_name":"Hannig","first_name":"Frank","full_name":"Hannig, Frank"},{"first_name":"Tobias","last_name":"Kenter","full_name":"Kenter, Tobias","id":"3145"},{"full_name":"Pfreundt, Franz‐Josef","first_name":"Franz‐Josef","last_name":"Pfreundt"},{"id":"16153","last_name":"Plessl","orcid":"0000-0001-5728-9982","first_name":"Christian","full_name":"Plessl, Christian"},{"first_name":"Merlind","last_name":"Schotte","full_name":"Schotte, Merlind"},{"last_name":"Steinke","first_name":"Thomas","full_name":"Steinke, Thomas"},{"full_name":"Teich, Jürgen","last_name":"Teich","first_name":"Jürgen"},{"last_name":"Weiser","first_name":"Martin","full_name":"Weiser, Martin"},{"full_name":"Wende, Florian","first_name":"Florian","last_name":"Wende"}],"publication_identifier":{"issn":["1532-0626","1532-0634"]},"year":"2021","title":"The HighPerMeshes framework for numerical algorithms on unstructured grids","department":[{"_id":"61"},{"_id":"230"},{"_id":"27"},{"_id":"518"}],"type":"journal_article","keyword":["tet_topic_hpc"],"date_created":"2021-09-22T06:15:50Z","file":[{"date_updated":"2021-09-22T06:19:29Z","relation":"main_file","access_level":"open_access","file_size":2300152,"file_name":"2021-09 Alhaddad - Concurrency... - The HighPerMeshes framework for numerical algorithms on unstructured grids.pdf","content_type":"application/pdf","file_id":"24789","creator":"fossie","date_created":"2021-09-22T06:19:29Z"}],"publication":"Concurrency and Computation: Practice and Experience"},{"quality_controlled":"1","citation":{"mla":"Höper, Lukas, and Carsten Schulte. “Datenbewusstsein Im Kontext Digitaler Kompetenzen Für Einen Selbstbestimmten Umgang Mit Datengetriebenen Digitalen Artefakten.” <i>51. Jahrestagung Der Gesellschaft Für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i>, edited by Gesellschaft für Informatik e.V., Gesellschaft für Informatik, 2021, pp. 1623–32, doi:<a href=\"https://doi.org/10.18420/informatik2021-136\">10.18420/informatik2021-136</a>.","bibtex":"@inproceedings{Höper_Schulte_2021, place={Bonn}, series={Lecture Notes in Informatics}, title={Datenbewusstsein im Kontext digitaler Kompetenzen für einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten}, DOI={<a href=\"https://doi.org/10.18420/informatik2021-136\">10.18420/informatik2021-136</a>}, booktitle={51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021}, publisher={Gesellschaft für Informatik}, author={Höper, Lukas and Schulte, Carsten}, editor={Gesellschaft für Informatik e.V.}, year={2021}, pages={1623–1632}, collection={Lecture Notes in Informatics} }","ama":"Höper L, Schulte C. Datenbewusstsein im Kontext digitaler Kompetenzen für einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten. In: Gesellschaft für Informatik e.V., ed. <i>51. Jahrestagung Der Gesellschaft Für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i>. Lecture Notes in Informatics. Gesellschaft für Informatik; 2021:1623-1632. doi:<a href=\"https://doi.org/10.18420/informatik2021-136\">10.18420/informatik2021-136</a>","ieee":"L. Höper and C. Schulte, “Datenbewusstsein im Kontext digitaler Kompetenzen für einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten,” in <i>51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i>, Bonn, 2021, pp. 1623–1632, doi: <a href=\"https://doi.org/10.18420/informatik2021-136\">10.18420/informatik2021-136</a>.","apa":"Höper, L., &#38; Schulte, C. (2021). Datenbewusstsein im Kontext digitaler Kompetenzen für einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten. In Gesellschaft für Informatik e.V. (Ed.), <i>51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i> (pp. 1623–1632). Gesellschaft für Informatik. <a href=\"https://doi.org/10.18420/informatik2021-136\">https://doi.org/10.18420/informatik2021-136</a>","short":"L. Höper, C. Schulte, in: Gesellschaft für Informatik e.V. (Ed.), 51. Jahrestagung Der Gesellschaft Für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021, Gesellschaft für Informatik, Bonn, 2021, pp. 1623–1632.","chicago":"Höper, Lukas, and Carsten Schulte. “Datenbewusstsein Im Kontext Digitaler Kompetenzen Für Einen Selbstbestimmten Umgang Mit Datengetriebenen Digitalen Artefakten.” In <i>51. Jahrestagung Der Gesellschaft Für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i>, edited by Gesellschaft für Informatik e.V., 1623–32. Lecture Notes in Informatics. Bonn: Gesellschaft für Informatik, 2021. <a href=\"https://doi.org/10.18420/informatik2021-136\">https://doi.org/10.18420/informatik2021-136</a>."},"place":"Bonn","status":"public","conference":{"location":"Bonn","name":"INFORMATIK 2021"},"user_id":"58041","page":"1623-1632","_id":"29706","publisher":"Gesellschaft für Informatik","publication":"51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021","type":"conference","department":[{"_id":"67"}],"date_created":"2022-01-31T12:24:44Z","date_updated":"2024-09-16T08:32:09Z","year":"2021","title":"Datenbewusstsein im Kontext digitaler Kompetenzen für einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten","corporate_editor":["Gesellschaft für Informatik e.V."],"publication_identifier":{"isbn":["978-3-88579-708-1"]},"author":[{"id":"58041","full_name":"Höper, Lukas","last_name":"Höper","first_name":"Lukas"},{"last_name":"Schulte","first_name":"Carsten","full_name":"Schulte, Carsten","id":"60311"}],"doi":"10.18420/informatik2021-136","series_title":"Lecture Notes in Informatics","language":[{"iso":"eng"}]},{"status":"public","_id":"27491","publisher":"Association for Computing Machinery","user_id":"58041","citation":{"ama":"Höper L. Developing and Evaluating the Concept Data Awareness for K12 Computing Education. In: <i>21st Koli Calling International Conference on Computing Education Research</i>. Koli Calling ’21. Association for Computing Machinery; 2021. doi:<a href=\"https://doi.org/10.1145/3488042.3490509\">10.1145/3488042.3490509</a>","bibtex":"@inproceedings{Höper_2021, place={New York, NY, USA}, series={Koli Calling ’21}, title={Developing and Evaluating the Concept Data Awareness for K12 Computing Education}, DOI={<a href=\"https://doi.org/10.1145/3488042.3490509\">10.1145/3488042.3490509</a>}, booktitle={21st Koli Calling International Conference on Computing Education Research}, publisher={Association for Computing Machinery}, author={Höper, Lukas}, year={2021}, collection={Koli Calling ’21} }","mla":"Höper, Lukas. “Developing and Evaluating the Concept Data Awareness for K12 Computing Education.” <i>21st Koli Calling International Conference on Computing Education Research</i>, Association for Computing Machinery, 2021, doi:<a href=\"https://doi.org/10.1145/3488042.3490509\">10.1145/3488042.3490509</a>.","chicago":"Höper, Lukas. “Developing and Evaluating the Concept Data Awareness for K12 Computing Education.” In <i>21st Koli Calling International Conference on Computing Education Research</i>. Koli Calling ’21. New York, NY, USA: Association for Computing Machinery, 2021. <a href=\"https://doi.org/10.1145/3488042.3490509\">https://doi.org/10.1145/3488042.3490509</a>.","short":"L. Höper, in: 21st Koli Calling International Conference on Computing Education Research, Association for Computing Machinery, New York, NY, USA, 2021.","apa":"Höper, L. (2021). Developing and Evaluating the Concept Data Awareness for K12 Computing Education. <i>21st Koli Calling International Conference on Computing Education Research</i>. <a href=\"https://doi.org/10.1145/3488042.3490509\">https://doi.org/10.1145/3488042.3490509</a>","ieee":"L. Höper, “Developing and Evaluating the Concept Data Awareness for K12 Computing Education,” 2021, doi: <a href=\"https://doi.org/10.1145/3488042.3490509\">10.1145/3488042.3490509</a>."},"quality_controlled":"1","place":"New York, NY, USA","publication_identifier":{"isbn":["9781450384889"]},"author":[{"last_name":"Höper","first_name":"Lukas","full_name":"Höper, Lukas","id":"58041"}],"title":"Developing and Evaluating the Concept Data Awareness for K12 Computing Education","year":"2021","date_updated":"2024-09-16T08:32:39Z","language":[{"iso":"eng"}],"series_title":"Koli Calling '21","doi":"10.1145/3488042.3490509","publication":"21st Koli Calling International Conference on Computing Education Research","abstract":[{"lang":"eng","text":" Students often have a lack of understanding and awareness of where, how, and why personal data about them is collected and processed. Especially, when interacting with data-driven digital artifacts, an appropriate perception of the data collection and processing is necessary for self-determination. This dissertation deals with the development and evaluation of a concept called data awareness which aims to foster students’ self-determination interacting with data-driven digital artifacts."}],"date_created":"2021-11-16T07:59:49Z","department":[{"_id":"67"}],"type":"conference","keyword":["data awareness","machine learning","data science education","data-driven digital artifacts","artificial intelligence"]},{"quality_controlled":"1","citation":{"chicago":"Höper, Lukas, Susanne Podworny, Sven Hüsing, Carsten Schulte, Yannik Fleischer, Rolf Biehler, Daniel Frischemeier, and Hülya Malatyali. “Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz.” In <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by Ludger Humbert, P-313:345. LOG IN. Gesellschaft für Informatik, Bonn, 2021. <a href=\"https://doi.org/10.18420/infos2021\\_a230\">https://doi.org/10.18420/infos2021\\_a230</a>.","short":"L. Höper, S. Podworny, S. Hüsing, C. Schulte, Y. Fleischer, R. Biehler, D. Frischemeier, H. Malatyali, in: L. Humbert (Ed.), 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021, Gesellschaft für Informatik, Bonn, 2021, p. 345.","ieee":"L. Höper <i>et al.</i>, “Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz,” in <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, 2021, vol. P-313, p. 345, doi: <a href=\"https://doi.org/10.18420/infos2021\\_a230\">10.18420/infos2021\\_a230</a>.","apa":"Höper, L., Podworny, S., Hüsing, S., Schulte, C., Fleischer, Y., Biehler, R., Frischemeier, D., &#38; Malatyali, H. (2021). Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz. In L. Humbert (Ed.), <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021: Vol. P-313</i> (p. 345). Gesellschaft für Informatik, Bonn. <a href=\"https://doi.org/10.18420/infos2021\\_a230\">https://doi.org/10.18420/infos2021\\_a230</a>","bibtex":"@inproceedings{Höper_Podworny_Hüsing_Schulte_Fleischer_Biehler_Frischemeier_Malatyali_2021, series={LOG IN}, title={Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz}, volume={P-313}, DOI={<a href=\"https://doi.org/10.18420/infos2021\\_a230\">10.18420/infos2021\\_a230</a>}, booktitle={19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021}, publisher={Gesellschaft für Informatik, Bonn}, author={Höper, Lukas and Podworny, Susanne and Hüsing, Sven and Schulte, Carsten and Fleischer, Yannik and Biehler, Rolf and Frischemeier, Daniel and Malatyali, Hülya}, editor={Humbert, Ludger}, year={2021}, pages={345}, collection={LOG IN} }","ama":"Höper L, Podworny S, Hüsing S, et al. Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz. In: Humbert L, ed. <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>. Vol P-313. LOG IN. Gesellschaft für Informatik, Bonn; 2021:345. doi:<a href=\"https://doi.org/10.18420/infos2021\\_a230\">10.18420/infos2021\\_a230</a>","mla":"Höper, Lukas, et al. “Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz.” <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by Ludger Humbert, vol. P-313, Gesellschaft für Informatik, Bonn, 2021, p. 345, doi:<a href=\"https://doi.org/10.18420/infos2021\\_a230\">10.18420/infos2021\\_a230</a>."},"status":"public","volume":"P-313","editor":[{"full_name":"Humbert, Ludger","last_name":"Humbert","first_name":"Ludger"}],"user_id":"58041","_id":"25520","publisher":"Gesellschaft für Informatik, Bonn","page":"345","publication":"19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021","department":[{"_id":"67"}],"type":"conference","date_created":"2021-10-05T13:47:13Z","date_updated":"2024-09-16T08:31:48Z","author":[{"id":"58041","last_name":"Höper","first_name":"Lukas","full_name":"Höper, Lukas"},{"last_name":"Podworny","first_name":"Susanne","full_name":"Podworny, Susanne"},{"full_name":"Hüsing, Sven","first_name":"Sven","last_name":"Hüsing"},{"id":"60311","last_name":"Schulte","first_name":"Carsten","full_name":"Schulte, Carsten"},{"full_name":"Fleischer, Yannik","first_name":"Yannik","last_name":"Fleischer"},{"first_name":"Rolf","last_name":"Biehler","full_name":"Biehler, Rolf"},{"full_name":"Frischemeier, Daniel","last_name":"Frischemeier","first_name":"Daniel"},{"id":"4076","last_name":"Malatyali","first_name":"Hülya","full_name":"Malatyali, Hülya"}],"publication_identifier":{"isbn":["978-3-88579-707-4"]},"year":"2021","title":"Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz","doi":"10.18420/infos2021\\_a230","series_title":"LOG IN","language":[{"iso":"ger"}]},{"page":"327","series_title":"LNI","_id":"25523","publisher":"Gesellschaft für Informatik, Bonn","language":[{"iso":"ger"}],"user_id":"58041","doi":"10.18420/infos2021\\_w278","volume":"{P-313","editor":[{"full_name":"Humbert, Ludger","first_name":"Ludger","last_name":"Humbert"}],"status":"public","title":"Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein","year":"2021","author":[{"first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne"},{"full_name":"Höper, Lukas","last_name":"Höper","first_name":"Lukas","id":"58041"},{"full_name":"Fleischer, Yannik","last_name":"Fleischer","first_name":"Yannik"},{"first_name":"Sven","last_name":"Hüsing","full_name":"Hüsing, Sven"},{"first_name":"Carsten","last_name":"Schulte","full_name":"Schulte, Carsten","id":"60311"}],"date_updated":"2024-09-16T08:32:51Z","date_created":"2021-10-05T14:04:36Z","type":"conference","department":[{"_id":"67"}],"publication":"19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021","citation":{"short":"S. Podworny, L. Höper, Y. Fleischer, S. Hüsing, C. Schulte, in: L. Humbert (Ed.), 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021, Gesellschaft für Informatik, Bonn, 2021, p. 327.","ama":"Podworny S, Höper L, Fleischer Y, Hüsing S, Schulte C. Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein. In: Humbert L, ed. <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>. Vol {P-313. LNI. Gesellschaft für Informatik, Bonn; 2021:327. doi:<a href=\"https://doi.org/10.18420/infos2021\\_w278\">10.18420/infos2021\\_w278</a>","chicago":"Podworny, Susanne, Lukas Höper, Yannik Fleischer, Sven Hüsing, and Carsten Schulte. “Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein.” In <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by Ludger Humbert, {P-313:327. LNI. Gesellschaft für Informatik, Bonn, 2021. <a href=\"https://doi.org/10.18420/infos2021\\_w278\">https://doi.org/10.18420/infos2021\\_w278</a>.","bibtex":"@inproceedings{Podworny_Höper_Fleischer_Hüsing_Schulte_2021, series={LNI}, title={Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein}, volume={{P-313}, DOI={<a href=\"https://doi.org/10.18420/infos2021\\_w278\">10.18420/infos2021\\_w278</a>}, booktitle={19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021}, publisher={Gesellschaft für Informatik, Bonn}, author={Podworny, Susanne and Höper, Lukas and Fleischer, Yannik and Hüsing, Sven and Schulte, Carsten}, editor={Humbert, Ludger}, year={2021}, pages={327}, collection={LNI} }","mla":"Podworny, Susanne, et al. “Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein.” <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by Ludger Humbert, vol. {P-313, Gesellschaft für Informatik, Bonn, 2021, p. 327, doi:<a href=\"https://doi.org/10.18420/infos2021\\_w278\">10.18420/infos2021\\_w278</a>.","apa":"Podworny, S., Höper, L., Fleischer, Y., Hüsing, S., &#38; Schulte, C. (2021). Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein. In L. Humbert (Ed.), <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021: Vol. {P-313</i> (p. 327). Gesellschaft für Informatik, Bonn. <a href=\"https://doi.org/10.18420/infos2021\\_w278\">https://doi.org/10.18420/infos2021\\_w278</a>","ieee":"S. Podworny, L. Höper, Y. Fleischer, S. Hüsing, and C. Schulte, “Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein,” in <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, 2021, vol. {P-313, p. 327, doi: <a href=\"https://doi.org/10.18420/infos2021\\_w278\">10.18420/infos2021\\_w278</a>."},"quality_controlled":"1"},{"language":[{"iso":"eng"}],"_id":"27493","publisher":"ACM","page":"39:1-39:3","editor":[{"last_name":"Seppälä","first_name":"Otto","full_name":"Seppälä, Otto"},{"full_name":"Petersen, Andrew","last_name":"Petersen","first_name":"Andrew"}],"doi":"10.1145/3488042.3489966","user_id":"58041","author":[{"full_name":"Podworny, Susanne","first_name":"Susanne","last_name":"Podworny"},{"full_name":"Fleischer, Yannik","first_name":"Yannik","last_name":"Fleischer"},{"first_name":"Sven","last_name":"Hüsing","full_name":"Hüsing, Sven","id":"58465"},{"full_name":"Biehler, Rolf","first_name":"Rolf","last_name":"Biehler"},{"first_name":"Daniel","last_name":"Frischemeier","full_name":"Frischemeier, Daniel"},{"id":"58041","full_name":"Höper, Lukas","last_name":"Höper","first_name":"Lukas"},{"id":"60311","last_name":"Schulte","first_name":"Carsten","full_name":"Schulte, Carsten"}],"status":"public","year":"2021","title":"Using data cards for teaching data based decision trees in middle school","date_updated":"2024-09-16T08:32:21Z","date_created":"2021-11-16T08:10:17Z","department":[{"_id":"67"}],"type":"conference","citation":{"mla":"Podworny, Susanne, et al. “Using Data Cards for Teaching Data Based Decision Trees in Middle School.” <i>Koli Calling ’21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021</i>, edited by Otto Seppälä and Andrew Petersen, ACM, 2021, p. 39:1-39:3, doi:<a href=\"https://doi.org/10.1145/3488042.3489966\">10.1145/3488042.3489966</a>.","bibtex":"@inproceedings{Podworny_Fleischer_Hüsing_Biehler_Frischemeier_Höper_Schulte_2021, title={Using data cards for teaching data based decision trees in middle school}, DOI={<a href=\"https://doi.org/10.1145/3488042.3489966\">10.1145/3488042.3489966</a>}, booktitle={Koli Calling ’21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021}, publisher={ACM}, author={Podworny, Susanne and Fleischer, Yannik and Hüsing, Sven and Biehler, Rolf and Frischemeier, Daniel and Höper, Lukas and Schulte, Carsten}, editor={Seppälä, Otto and Petersen, Andrew}, year={2021}, pages={39:1-39:3} }","ama":"Podworny S, Fleischer Y, Hüsing S, et al. Using data cards for teaching data based decision trees in middle school. In: Seppälä O, Petersen A, eds. <i>Koli Calling ’21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021</i>. ACM; 2021:39:1-39:3. doi:<a href=\"https://doi.org/10.1145/3488042.3489966\">10.1145/3488042.3489966</a>","ieee":"S. Podworny <i>et al.</i>, “Using data cards for teaching data based decision trees in middle school,” in <i>Koli Calling ’21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021</i>, 2021, p. 39:1-39:3, doi: <a href=\"https://doi.org/10.1145/3488042.3489966\">10.1145/3488042.3489966</a>.","apa":"Podworny, S., Fleischer, Y., Hüsing, S., Biehler, R., Frischemeier, D., Höper, L., &#38; Schulte, C. (2021). Using data cards for teaching data based decision trees in middle school. In O. Seppälä &#38; A. Petersen (Eds.), <i>Koli Calling ’21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021</i> (p. 39:1-39:3). ACM. <a href=\"https://doi.org/10.1145/3488042.3489966\">https://doi.org/10.1145/3488042.3489966</a>","chicago":"Podworny, Susanne, Yannik Fleischer, Sven Hüsing, Rolf Biehler, Daniel Frischemeier, Lukas Höper, and Carsten Schulte. “Using Data Cards for Teaching Data Based Decision Trees in Middle School.” In <i>Koli Calling ’21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021</i>, edited by Otto Seppälä and Andrew Petersen, 39:1-39:3. ACM, 2021. <a href=\"https://doi.org/10.1145/3488042.3489966\">https://doi.org/10.1145/3488042.3489966</a>.","short":"S. Podworny, Y. Fleischer, S. Hüsing, R. Biehler, D. Frischemeier, L. Höper, C. Schulte, in: O. Seppälä, A. Petersen (Eds.), Koli Calling ’21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021, ACM, 2021, p. 39:1-39:3."},"publication":"Koli Calling '21: 21st Koli Calling International Conference on Computing Education Research, Joensuu, Finland, November 18 - 21, 2021","quality_controlled":"1"},{"publisher":"Gesellschaft für Informatik, Bonn","_id":"25524","language":[{"iso":"ger"}],"series_title":"{LNI}","page":"73-82","volume":"P-313","editor":[{"full_name":"Humbert, Ludger","last_name":"Humbert","first_name":"Ludger"}],"user_id":"58041","doi":"10.18420/infos2021\\_f235","author":[{"full_name":"Höper, Lukas","last_name":"Höper","first_name":"Lukas","id":"58041"},{"id":"60311","first_name":"Carsten","last_name":"Schulte","full_name":"Schulte, Carsten"}],"year":"2021","status":"public","title":"Datenbewusstsein: Aufmerksamkeit für die eigenen Daten","date_updated":"2024-09-16T08:33:53Z","date_created":"2021-10-05T14:07:21Z","department":[{"_id":"67"}],"type":"conference","citation":{"apa":"Höper, L., &#38; Schulte, C. (2021). Datenbewusstsein: Aufmerksamkeit für die eigenen Daten. In L. Humbert (Ed.), <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021: Vol. P-313</i> (pp. 73–82). Gesellschaft für Informatik, Bonn. <a href=\"https://doi.org/10.18420/infos2021\\_f235\">https://doi.org/10.18420/infos2021\\_f235</a>","ieee":"L. Höper and C. Schulte, “Datenbewusstsein: Aufmerksamkeit für die eigenen Daten,” in <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, 2021, vol. P-313, pp. 73–82, doi: <a href=\"https://doi.org/10.18420/infos2021\\_f235\">10.18420/infos2021\\_f235</a>.","chicago":"Höper, Lukas, and Carsten Schulte. “Datenbewusstsein: Aufmerksamkeit für die eigenen Daten.” In <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by Ludger Humbert, P-313:73–82. {LNI}. Gesellschaft für Informatik, Bonn, 2021. <a href=\"https://doi.org/10.18420/infos2021\\_f235\">https://doi.org/10.18420/infos2021\\_f235</a>.","short":"L. Höper, C. Schulte, in: L. Humbert (Ed.), 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021, Gesellschaft für Informatik, Bonn, 2021, pp. 73–82.","mla":"Höper, Lukas, and Carsten Schulte. “Datenbewusstsein: Aufmerksamkeit für die eigenen Daten.” <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by Ludger Humbert, vol. P-313, Gesellschaft für Informatik, Bonn, 2021, pp. 73–82, doi:<a href=\"https://doi.org/10.18420/infos2021\\_f235\">10.18420/infos2021\\_f235</a>.","ama":"Höper L, Schulte C. Datenbewusstsein: Aufmerksamkeit für die eigenen Daten. In: Humbert L, ed. <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>. Vol P-313. {LNI}. Gesellschaft für Informatik, Bonn; 2021:73-82. doi:<a href=\"https://doi.org/10.18420/infos2021\\_f235\">10.18420/infos2021\\_f235</a>","bibtex":"@inproceedings{Höper_Schulte_2021, series={{LNI}}, title={Datenbewusstsein: Aufmerksamkeit für die eigenen Daten}, volume={P-313}, DOI={<a href=\"https://doi.org/10.18420/infos2021\\_f235\">10.18420/infos2021\\_f235</a>}, booktitle={19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021}, publisher={Gesellschaft für Informatik, Bonn}, author={Höper, Lukas and Schulte, Carsten}, editor={Humbert, Ludger}, year={2021}, pages={73–82}, collection={{LNI}} }"},"publication":"19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021","quality_controlled":"1"}]