[{"publication":"Mathematical Models and Methods in Applied Sciences","issue":"13","abstract":[{"text":"<jats:p> We introduce a new phase field model for tumor growth where viscoelastic effects are taken into account. The model is derived from basic thermodynamical principles and consists of a convected Cahn–Hilliard equation with source terms for the tumor cells and a convected reaction–diffusion equation with boundary supply for the nutrient. Chemotactic terms, which are essential for the invasive behavior of tumors, are taken into account. The model is completed by a viscoelastic system consisting of the Navier–Stokes equation for the hydrodynamic quantities, and a general constitutive equation with stress relaxation for the left Cauchy–Green tensor associated with the elastic part of the total mechanical response of the viscoelastic material. For a specific choice of the elastic energy density and with an additional dissipative term accounting for stress diffusion, we prove existence of global-in-time weak solutions of the viscoelastic model for tumor growth in two space dimensions [Formula: see text] by the passage to the limit in a fully-discrete finite element scheme where a CFL condition, i.e. [Formula: see text], is required. </jats:p><jats:p> Moreover, in arbitrary dimensions [Formula: see text], we show stability and existence of solutions for the fully-discrete finite element scheme, where positive definiteness of the discrete Cauchy–Green tensor is proved with a regularization technique that was first introduced by Barrett and Boyaval [Existence and approximation of a (regularized) Oldroyd-B model, Math. Models Methods Appl. Sci. 21 (2011) 1783–1837]. After that, we improve the regularity results in arbitrary dimensions [Formula: see text] and in two dimensions [Formula: see text], where a CFL condition is required. Then, in two dimensions [Formula: see text], we pass to the limit in the discretization parameters and show that subsequences of discrete solutions converge to a global-in-time weak solution. Finally, we present numerical results in two dimensions [Formula: see text]. </jats:p>","lang":"eng"}],"date_created":"2023-07-10T11:47:27Z","keyword":["Applied Mathematics","Modeling and Simulation"],"type":"journal_article","department":[{"_id":"841"}],"year":"2022","title":"Viscoelastic Cahn–Hilliard models for tumor growth","publication_identifier":{"issn":["0218-2025","1793-6314"]},"author":[{"first_name":"Harald","last_name":"Garcke","full_name":"Garcke, Harald"},{"first_name":"Balázs","last_name":"Kovács","orcid":"0000-0001-9872-3474","full_name":"Kovács, Balázs","id":"100441"},{"full_name":"Trautwein, Dennis","last_name":"Trautwein","first_name":"Dennis"}],"publication_status":"published","date_updated":"2024-04-03T09:15:35Z","intvolume":"        32","language":[{"iso":"eng"}],"doi":"10.1142/s0218202522500634","citation":{"apa":"Garcke, H., Kovács, B., &#38; Trautwein, D. (2022). Viscoelastic Cahn–Hilliard models for tumor growth. <i>Mathematical Models and Methods in Applied Sciences</i>, <i>32</i>(13), 2673–2758. <a href=\"https://doi.org/10.1142/s0218202522500634\">https://doi.org/10.1142/s0218202522500634</a>","ieee":"H. Garcke, B. Kovács, and D. Trautwein, “Viscoelastic Cahn–Hilliard models for tumor growth,” <i>Mathematical Models and Methods in Applied Sciences</i>, vol. 32, no. 13, pp. 2673–2758, 2022, doi: <a href=\"https://doi.org/10.1142/s0218202522500634\">10.1142/s0218202522500634</a>.","short":"H. Garcke, B. Kovács, D. Trautwein, Mathematical Models and Methods in Applied Sciences 32 (2022) 2673–2758.","chicago":"Garcke, Harald, Balázs Kovács, and Dennis Trautwein. “Viscoelastic Cahn–Hilliard Models for Tumor Growth.” <i>Mathematical Models and Methods in Applied Sciences</i> 32, no. 13 (2022): 2673–2758. <a href=\"https://doi.org/10.1142/s0218202522500634\">https://doi.org/10.1142/s0218202522500634</a>.","mla":"Garcke, Harald, et al. “Viscoelastic Cahn–Hilliard Models for Tumor Growth.” <i>Mathematical Models and Methods in Applied Sciences</i>, vol. 32, no. 13, World Scientific Pub Co Pte Ltd, 2022, pp. 2673–758, doi:<a href=\"https://doi.org/10.1142/s0218202522500634\">10.1142/s0218202522500634</a>.","ama":"Garcke H, Kovács B, Trautwein D. Viscoelastic Cahn–Hilliard models for tumor growth. <i>Mathematical Models and Methods in Applied Sciences</i>. 2022;32(13):2673-2758. doi:<a href=\"https://doi.org/10.1142/s0218202522500634\">10.1142/s0218202522500634</a>","bibtex":"@article{Garcke_Kovács_Trautwein_2022, title={Viscoelastic Cahn–Hilliard models for tumor growth}, volume={32}, DOI={<a href=\"https://doi.org/10.1142/s0218202522500634\">10.1142/s0218202522500634</a>}, number={13}, journal={Mathematical Models and Methods in Applied Sciences}, publisher={World Scientific Pub Co Pte Ltd}, author={Garcke, Harald and Kovács, Balázs and Trautwein, Dennis}, year={2022}, pages={2673–2758} }"},"status":"public","page":"2673-2758","publisher":"World Scientific Pub Co Pte Ltd","_id":"45970","user_id":"100441","volume":32},{"page":"4580-4597","_id":"53266","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","user_id":"67076","volume":72,"status":"public","citation":{"mla":"Soleymani, Mohammad, et al. “Rate Splitting in MIMO RIS-Assisted Systems With Hardware Impairments and Improper Signaling.” <i>IEEE Transactions on Vehicular Technology</i>, vol. 72, no. 4, Institute of Electrical and Electronics Engineers (IEEE), 2022, pp. 4580–97, doi:<a href=\"https://doi.org/10.1109/tvt.2022.3222633\">10.1109/tvt.2022.3222633</a>.","bibtex":"@article{Soleymani_Santamaria_Jorswieck_2022, title={Rate Splitting in MIMO RIS-Assisted Systems With Hardware Impairments and Improper Signaling}, volume={72}, DOI={<a href=\"https://doi.org/10.1109/tvt.2022.3222633\">10.1109/tvt.2022.3222633</a>}, number={4}, journal={IEEE Transactions on Vehicular Technology}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Soleymani, Mohammad and Santamaria, Ignacio and Jorswieck, Eduard A.}, year={2022}, pages={4580–4597} }","ama":"Soleymani M, Santamaria I, Jorswieck EA. 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Tavana, A. Khalili Nasr, H. Mina, J. Michnik, Socio-Economic Planning Sciences 83 (2022).","chicago":"Tavana, Madjid, Arash Khalili Nasr, Hassan Mina, and Jerzy Michnik. “A Private Sustainable Partner Selection Model for Green Public-Private Partnerships and Regional Economic Development.” <i>Socio-Economic Planning Sciences</i> 83 (2022). <a href=\"https://doi.org/10.1016/j.seps.2021.101189\">https://doi.org/10.1016/j.seps.2021.101189</a>.","apa":"Tavana, M., Khalili Nasr, A., Mina, H., &#38; Michnik, J. (2022). A private sustainable partner selection model for green public-private partnerships and regional economic development. <i>Socio-Economic Planning Sciences</i>, <i>83</i>, Article 101189. <a href=\"https://doi.org/10.1016/j.seps.2021.101189\">https://doi.org/10.1016/j.seps.2021.101189</a>","ieee":"M. Tavana, A. Khalili Nasr, H. Mina, and J. 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Khalili-Damghani, M. Tavana, P. Ghasemi, Annals of Operations Research 309 (2022) 103–141.","chicago":"Khalili-Damghani, Kaveh, Madjid Tavana, and Peiman Ghasemi. “A Stochastic Bi-Objective Simulation–Optimization Model for Cascade Disaster Location-Allocation-Distribution Problems.” <i>Annals of Operations Research</i> 309, no. 1 (2022): 103–41. <a href=\"https://doi.org/10.1007/s10479-021-04191-0\">https://doi.org/10.1007/s10479-021-04191-0</a>.","ieee":"K. Khalili-Damghani, M. Tavana, and P. Ghasemi, “A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems,” <i>Annals of Operations Research</i>, vol. 309, no. 1, pp. 103–141, 2022, doi: <a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>.","apa":"Khalili-Damghani, K., Tavana, M., &#38; Ghasemi, P. (2022). A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems. <i>Annals of Operations Research</i>, <i>309</i>(1), 103–141. <a href=\"https://doi.org/10.1007/s10479-021-04191-0\">https://doi.org/10.1007/s10479-021-04191-0</a>","bibtex":"@article{Khalili-Damghani_Tavana_Ghasemi_2022, title={A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems}, volume={309}, DOI={<a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>}, number={1}, journal={Annals of Operations Research}, publisher={Springer Science and Business Media LLC}, author={Khalili-Damghani, Kaveh and Tavana, Madjid and Ghasemi, Peiman}, year={2022}, pages={103–141} }","ama":"Khalili-Damghani K, Tavana M, Ghasemi P. A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems. <i>Annals of Operations Research</i>. 2022;309(1):103-141. doi:<a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>","mla":"Khalili-Damghani, Kaveh, et al. “A Stochastic Bi-Objective Simulation–Optimization Model for Cascade Disaster Location-Allocation-Distribution Problems.” <i>Annals of Operations Research</i>, vol. 309, no. 1, Springer Science and Business Media LLC, 2022, pp. 103–41, doi:<a href=\"https://doi.org/10.1007/s10479-021-04191-0\">10.1007/s10479-021-04191-0</a>."},"status":"public","page":"103-141","_id":"53241","publisher":"Springer Science and Business Media LLC","user_id":"51811","volume":309,"publication":"Annals of Operations Research","issue":"1","date_created":"2024-04-04T15:52:05Z","type":"journal_article","keyword":["Management Science and Operations Research","General Decision Sciences"],"department":[{"_id":"277"}],"title":"A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems","year":"2022","author":[{"full_name":"Khalili-Damghani, Kaveh","last_name":"Khalili-Damghani","first_name":"Kaveh"},{"id":"31858","first_name":"Madjid","last_name":"Tavana","full_name":"Tavana, Madjid"},{"last_name":"Ghasemi","first_name":"Peiman","full_name":"Ghasemi, Peiman"}],"publication_identifier":{"issn":["0254-5330","1572-9338"]},"publication_status":"published","date_updated":"2024-04-15T13:17:18Z","intvolume":"       309","language":[{"iso":"eng"}],"doi":"10.1007/s10479-021-04191-0"},{"citation":{"mla":"Tavana, Madjid, et al. “A Comprehensive Framework for Sustainable Closed-Loop Supply Chain Network Design.” <i>Journal of Cleaner Production</i>, vol. 332, 129777, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.jclepro.2021.129777\">10.1016/j.jclepro.2021.129777</a>.","ama":"Tavana M, Kian H, Nasr AK, Govindan K, Mina H. A comprehensive framework for sustainable closed-loop supply chain network design. <i>Journal of Cleaner Production</i>. 2022;332. doi:<a href=\"https://doi.org/10.1016/j.jclepro.2021.129777\">10.1016/j.jclepro.2021.129777</a>","bibtex":"@article{Tavana_Kian_Nasr_Govindan_Mina_2022, title={A comprehensive framework for sustainable closed-loop supply chain network design}, volume={332}, DOI={<a href=\"https://doi.org/10.1016/j.jclepro.2021.129777\">10.1016/j.jclepro.2021.129777</a>}, number={129777}, journal={Journal of Cleaner Production}, publisher={Elsevier BV}, author={Tavana, Madjid and Kian, Hadi and Nasr, Arash Khalili and Govindan, Kannan and Mina, Hassan}, year={2022} }","apa":"Tavana, M., Kian, H., Nasr, A. K., Govindan, K., &#38; Mina, H. (2022). A comprehensive framework for sustainable closed-loop supply chain network design. <i>Journal of Cleaner Production</i>, <i>332</i>, Article 129777. <a href=\"https://doi.org/10.1016/j.jclepro.2021.129777\">https://doi.org/10.1016/j.jclepro.2021.129777</a>","ieee":"M. Tavana, H. Kian, A. K. Nasr, K. Govindan, and H. Mina, “A comprehensive framework for sustainable closed-loop supply chain network design,” <i>Journal of Cleaner Production</i>, vol. 332, Art. no. 129777, 2022, doi: <a href=\"https://doi.org/10.1016/j.jclepro.2021.129777\">10.1016/j.jclepro.2021.129777</a>.","short":"M. Tavana, H. Kian, A.K. Nasr, K. Govindan, H. Mina, Journal of Cleaner Production 332 (2022).","chicago":"Tavana, Madjid, Hadi Kian, Arash Khalili Nasr, Kannan Govindan, and Hassan Mina. “A Comprehensive Framework for Sustainable Closed-Loop Supply Chain Network Design.” <i>Journal of Cleaner Production</i> 332 (2022). <a href=\"https://doi.org/10.1016/j.jclepro.2021.129777\">https://doi.org/10.1016/j.jclepro.2021.129777</a>."},"_id":"53237","publisher":"Elsevier BV","user_id":"51811","volume":332,"status":"public","date_created":"2024-04-04T15:49:44Z","keyword":["Industrial and Manufacturing Engineering","Strategy and Management","General Environmental Science","Renewable Energy","Sustainability and the Environment"],"type":"journal_article","department":[{"_id":"277"}],"publication":"Journal of Cleaner Production","article_number":"129777","language":[{"iso":"eng"}],"doi":"10.1016/j.jclepro.2021.129777","title":"A comprehensive framework for sustainable closed-loop supply chain network design","year":"2022","publication_identifier":{"issn":["0959-6526"]},"author":[{"last_name":"Tavana","first_name":"Madjid","full_name":"Tavana, Madjid","id":"31858"},{"full_name":"Kian, Hadi","last_name":"Kian","first_name":"Hadi"},{"full_name":"Nasr, Arash Khalili","last_name":"Nasr","first_name":"Arash Khalili"},{"last_name":"Govindan","first_name":"Kannan","full_name":"Govindan, Kannan"},{"first_name":"Hassan","last_name":"Mina","full_name":"Mina, Hassan"}],"date_updated":"2024-04-15T13:16:19Z","publication_status":"published","intvolume":"       332"},{"publisher":"Informa UK Limited","_id":"53239","page":"859-875","volume":34,"user_id":"51811","status":"public","citation":{"short":"M. Tavana, M. Ghasrikhouzani, A.-R. Abtahi, Technology Analysis &#38; Strategic Management 34 (2022) 859–875.","chicago":"Tavana, Madjid, Mohsen Ghasrikhouzani, and Amir-Reza Abtahi. “A Technology Development Framework for Scenario Planning and Futures Studies Using Causal Modeling.” <i>Technology Analysis &#38; Strategic Management</i> 34, no. 8 (2022): 859–75. <a href=\"https://doi.org/10.1080/09537325.2021.1931672\">https://doi.org/10.1080/09537325.2021.1931672</a>.","ieee":"M. Tavana, M. Ghasrikhouzani, and A.-R. Abtahi, “A technology development framework for scenario planning and futures studies using causal modeling,” <i>Technology Analysis &#38; Strategic Management</i>, vol. 34, no. 8, pp. 859–875, 2022, doi: <a href=\"https://doi.org/10.1080/09537325.2021.1931672\">10.1080/09537325.2021.1931672</a>.","apa":"Tavana, M., Ghasrikhouzani, M., &#38; Abtahi, A.-R. (2022). A technology development framework for scenario planning and futures studies using causal modeling. <i>Technology Analysis &#38; Strategic Management</i>, <i>34</i>(8), 859–875. <a href=\"https://doi.org/10.1080/09537325.2021.1931672\">https://doi.org/10.1080/09537325.2021.1931672</a>","bibtex":"@article{Tavana_Ghasrikhouzani_Abtahi_2022, title={A technology development framework for scenario planning and futures studies using causal modeling}, volume={34}, DOI={<a href=\"https://doi.org/10.1080/09537325.2021.1931672\">10.1080/09537325.2021.1931672</a>}, number={8}, journal={Technology Analysis &#38; Strategic Management}, publisher={Informa UK Limited}, author={Tavana, Madjid and Ghasrikhouzani, Mohsen and Abtahi, Amir-Reza}, year={2022}, pages={859–875} }","ama":"Tavana M, Ghasrikhouzani M, Abtahi A-R. A technology development framework for scenario planning and futures studies using causal modeling. <i>Technology Analysis &#38; Strategic Management</i>. 2022;34(8):859-875. doi:<a href=\"https://doi.org/10.1080/09537325.2021.1931672\">10.1080/09537325.2021.1931672</a>","mla":"Tavana, Madjid, et al. “A Technology Development Framework for Scenario Planning and Futures Studies Using Causal Modeling.” <i>Technology Analysis &#38; Strategic Management</i>, vol. 34, no. 8, Informa UK Limited, 2022, pp. 859–75, doi:<a href=\"https://doi.org/10.1080/09537325.2021.1931672\">10.1080/09537325.2021.1931672</a>."},"language":[{"iso":"eng"}],"doi":"10.1080/09537325.2021.1931672","author":[{"id":"31858","last_name":"Tavana","first_name":"Madjid","full_name":"Tavana, Madjid"},{"full_name":"Ghasrikhouzani, Mohsen","last_name":"Ghasrikhouzani","first_name":"Mohsen"},{"full_name":"Abtahi, Amir-Reza","last_name":"Abtahi","first_name":"Amir-Reza"}],"publication_identifier":{"issn":["0953-7325","1465-3990"]},"year":"2022","title":"A technology development framework for scenario planning and futures studies using causal modeling","intvolume":"        34","publication_status":"published","date_updated":"2024-04-15T13:16:53Z","date_created":"2024-04-04T15:50:50Z","department":[{"_id":"277"}],"keyword":["Management Science and Operations Research","Strategy and Management"],"type":"journal_article","issue":"8","publication":"Technology Analysis & Strategic Management"},{"citation":{"bibtex":"@article{Ebadi Torkayesh_Tavana_Santos-Arteaga_2022, title={A multi-distance interval-valued neutrosophic approach for social failure detection in sustainable municipal waste management}, volume={336}, DOI={<a href=\"https://doi.org/10.1016/j.jclepro.2022.130409\">10.1016/j.jclepro.2022.130409</a>}, number={130409}, journal={Journal of Cleaner Production}, publisher={Elsevier BV}, author={Ebadi Torkayesh, Ali and Tavana, Madjid and Santos-Arteaga, Francisco J.}, year={2022} }","ama":"Ebadi Torkayesh A, Tavana M, Santos-Arteaga FJ. A multi-distance interval-valued neutrosophic approach for social failure detection in sustainable municipal waste management. <i>Journal of Cleaner Production</i>. 2022;336. doi:<a href=\"https://doi.org/10.1016/j.jclepro.2022.130409\">10.1016/j.jclepro.2022.130409</a>","mla":"Ebadi Torkayesh, Ali, et al. “A Multi-Distance Interval-Valued Neutrosophic Approach for Social Failure Detection in Sustainable Municipal Waste Management.” <i>Journal of Cleaner Production</i>, vol. 336, 130409, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.jclepro.2022.130409\">10.1016/j.jclepro.2022.130409</a>.","short":"A. Ebadi Torkayesh, M. Tavana, F.J. Santos-Arteaga, Journal of Cleaner Production 336 (2022).","chicago":"Ebadi Torkayesh, Ali, Madjid Tavana, and Francisco J. Santos-Arteaga. “A Multi-Distance Interval-Valued Neutrosophic Approach for Social Failure Detection in Sustainable Municipal Waste Management.” <i>Journal of Cleaner Production</i> 336 (2022). <a href=\"https://doi.org/10.1016/j.jclepro.2022.130409\">https://doi.org/10.1016/j.jclepro.2022.130409</a>.","ieee":"A. Ebadi Torkayesh, M. Tavana, and F. J. Santos-Arteaga, “A multi-distance interval-valued neutrosophic approach for social failure detection in sustainable municipal waste management,” <i>Journal of Cleaner Production</i>, vol. 336, Art. no. 130409, 2022, doi: <a href=\"https://doi.org/10.1016/j.jclepro.2022.130409\">10.1016/j.jclepro.2022.130409</a>.","apa":"Ebadi Torkayesh, A., Tavana, M., &#38; Santos-Arteaga, F. J. (2022). A multi-distance interval-valued neutrosophic approach for social failure detection in sustainable municipal waste management. <i>Journal of Cleaner Production</i>, <i>336</i>, Article 130409. <a href=\"https://doi.org/10.1016/j.jclepro.2022.130409\">https://doi.org/10.1016/j.jclepro.2022.130409</a>"},"volume":336,"user_id":"51811","publisher":"Elsevier BV","_id":"53242","status":"public","department":[{"_id":"277"}],"keyword":["Industrial and Manufacturing Engineering","Strategy and Management","General Environmental Science","Renewable Energy","Sustainability and the Environment","Building and Construction"],"type":"journal_article","date_created":"2024-04-04T15:52:48Z","publication":"Journal of Cleaner Production","doi":"10.1016/j.jclepro.2022.130409","language":[{"iso":"eng"}],"article_number":"130409","intvolume":"       336","date_updated":"2024-04-15T13:17:34Z","publication_status":"published","publication_identifier":{"issn":["0959-6526"]},"author":[{"last_name":"Ebadi Torkayesh","first_name":"Ali","full_name":"Ebadi Torkayesh, Ali"},{"first_name":"Madjid","last_name":"Tavana","full_name":"Tavana, Madjid","id":"31858"},{"last_name":"Santos-Arteaga","first_name":"Francisco J.","full_name":"Santos-Arteaga, Francisco J."}],"year":"2022","title":"A multi-distance interval-valued neutrosophic approach for social failure detection in sustainable municipal waste management"},{"date_created":"2022-12-23T11:20:39Z","department":[{"_id":"363"}],"type":"journal_article","keyword":["Education","Statistics and Probability"],"issue":"2","publication":"Statistics Education Research Journal","abstract":[{"text":"<jats:p>A very warm welcome to this Special Issue of the Statistics Education Research Journal (SERJ) on data science education. Our hope is to give an overview of selected theoretical thoughts and empirical studies on data science education from a statistics education research perspective. Data science education is rapidly developing but research into data science education is still in its infancy. The current issue presents a snapshot of this developing field.</jats:p>","lang":"eng"}],"language":[{"iso":"eng"}],"article_number":"1","doi":"10.52041/serj.v21i2.606","publication_identifier":{"issn":["1570-1824"]},"author":[{"id":"16274","last_name":"Biehler","first_name":"Rolf","full_name":"Biehler, Rolf"},{"last_name":"De Veaux","first_name":"Richard","full_name":"De Veaux, Richard"},{"full_name":"Engel, Joachim","last_name":"Engel","first_name":"Joachim"},{"full_name":"Kazak, Sibel","first_name":"Sibel","last_name":"Kazak"},{"last_name":"Frischemeier","first_name":"Daniel","full_name":"Frischemeier, Daniel"}],"title":"Editorial: Research on Data Science Education","year":"2022","intvolume":"        21","date_updated":"2024-04-18T09:45:53Z","publication_status":"published","citation":{"apa":"Biehler, R., De Veaux, R., Engel, J., Kazak, S., &#38; Frischemeier, D. (2022). Editorial: Research on Data Science Education. <i>Statistics Education Research Journal</i>, <i>21</i>(2), Article 1. <a href=\"https://doi.org/10.52041/serj.v21i2.606\">https://doi.org/10.52041/serj.v21i2.606</a>","ieee":"R. Biehler, R. De Veaux, J. Engel, S. Kazak, and D. Frischemeier, “Editorial: Research on Data Science Education,” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, Art. no. 1, 2022, doi: <a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>.","chicago":"Biehler, Rolf, Richard De Veaux, Joachim Engel, Sibel Kazak, and Daniel Frischemeier. “Editorial: Research on Data Science Education.” <i>Statistics Education Research Journal</i> 21, no. 2 (2022). <a href=\"https://doi.org/10.52041/serj.v21i2.606\">https://doi.org/10.52041/serj.v21i2.606</a>.","short":"R. Biehler, R. De Veaux, J. Engel, S. Kazak, D. Frischemeier, Statistics Education Research Journal 21 (2022).","mla":"Biehler, Rolf, et al. “Editorial: Research on Data Science Education.” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, 1, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>.","ama":"Biehler R, De Veaux R, Engel J, Kazak S, Frischemeier D. Editorial: Research on Data Science Education. <i>Statistics Education Research Journal</i>. 2022;21(2). doi:<a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>","bibtex":"@article{Biehler_De Veaux_Engel_Kazak_Frischemeier_2022, title={Editorial: Research on Data Science Education}, volume={21}, DOI={<a href=\"https://doi.org/10.52041/serj.v21i2.606\">10.52041/serj.v21i2.606</a>}, number={21}, journal={Statistics Education Research Journal}, publisher={International Association for Statistical Education}, author={Biehler, Rolf and De Veaux, Richard and Engel, Joachim and Kazak, Sibel and Frischemeier, Daniel}, year={2022} }"},"publisher":"International Association for Statistical Education","_id":"34920","volume":21,"user_id":"37888","status":"public"},{"abstract":[{"text":"While the Information Systems (IS) discipline has researched digital platforms extensively, the body of knowledge appertaining to platforms still appears fragmented and lacking conceptual consistency. Based on automated text mining and unsupervised machine learning, we collect, analyze, and interpret the IS discipline’s comprehensive research on platforms—comprising 11,049 papers spanning 44 years of research activity. From a cluster analysis concerning platform concepts’ semantically most similar words, we identify six research streams on platforms, each with their own platform terms. Based on interpreting the identified concepts vis-à-vis the extant research and considering a temporal perspective on the concepts’ application, we present a lexicon of platform concepts, to guide further research on platforms in the IS discipline. Researchers and managers can build on our results to position their work appropriately, applying a specific theoretical perspective on platforms in isolation or combining multiple perspectives to study platform phenomena at a more abstract level.","lang":"eng"}],"publication":"Electronic Markets","department":[{"_id":"526"}],"keyword":["Platform","Text mining","Machine learning","Data communications","Interpretive research","Systems design and implementation"],"type":"journal_article","date_created":"2023-01-10T10:00:55Z","file":[{"date_updated":"2024-04-18T12:39:00Z","relation":"main_file","file_size":1262427,"access_level":"closed","file_name":"EM - Lexicon of Platform Terms.pdf","content_type":"application/pdf","success":1,"file_id":"53573","creator":"dabe","date_created":"2024-04-18T12:39:00Z"}],"article_type":"original","intvolume":"        32","publication_status":"published","date_updated":"2024-04-18T12:40:34Z","publication_identifier":{"issn":["1019-6781","1422-8890"]},"author":[{"id":"49160","first_name":"Christian","last_name":"Bartelheimer","full_name":"Bartelheimer, Christian"},{"last_name":"zur Heiden","first_name":"Philipp","full_name":"zur Heiden, Philipp","id":"64394"},{"full_name":"Lüttenberg, Hedda","first_name":"Hedda","last_name":"Lüttenberg"},{"id":"59677","full_name":"Beverungen, Daniel","first_name":"Daniel","last_name":"Beverungen"}],"year":"2022","title":"Systematizing the lexicon of platforms in information systems: a data-driven study","doi":"10.1007/s12525-022-00530-6","language":[{"iso":"eng"}],"quality_controlled":"1","citation":{"bibtex":"@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing the lexicon of platforms in information systems: a data-driven study}, volume={32}, DOI={<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>}, journal={Electronic Markets}, publisher={Springer Science and Business Media LLC}, author={Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg, Hedda and Beverungen, Daniel}, year={2022}, pages={375–396} }","ama":"Bartelheimer C, zur Heiden P, Lüttenberg H, Beverungen D. Systematizing the lexicon of platforms in information systems: a data-driven study. <i>Electronic Markets</i>. 2022;32:375-396. doi:<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>","mla":"Bartelheimer, Christian, et al. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” <i>Electronic Markets</i>, vol. 32, Springer Science and Business Media LLC, 2022, pp. 375–96, doi:<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>.","chicago":"Bartelheimer, Christian, Philipp zur Heiden, Hedda Lüttenberg, and Daniel Beverungen. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” <i>Electronic Markets</i> 32 (2022): 375–96. <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">https://doi.org/10.1007/s12525-022-00530-6</a>.","short":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic Markets 32 (2022) 375–396.","ieee":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, and D. Beverungen, “Systematizing the lexicon of platforms in information systems: a data-driven study,” <i>Electronic Markets</i>, vol. 32, pp. 375–396, 2022, doi: <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>.","apa":"Bartelheimer, C., zur Heiden, P., Lüttenberg, H., &#38; Beverungen, D. (2022). Systematizing the lexicon of platforms in information systems: a data-driven study. <i>Electronic Markets</i>, <i>32</i>, 375–396. <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">https://doi.org/10.1007/s12525-022-00530-6</a>"},"file_date_updated":"2024-04-18T12:39:00Z","has_accepted_license":"1","jel":["L86"],"status":"public","volume":32,"user_id":"59677","ddc":["380"],"publisher":"Springer Science and Business Media LLC","_id":"35732","page":"375-396"},{"status":"public","publisher":"Wiley","_id":"40988","user_id":"48467","volume":14,"citation":{"mla":"Weber, Sebastian, et al. “Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation.” <i>ChemCatChem</i>, vol. 14, no. 8, Wiley, 2022, doi:<a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>.","bibtex":"@article{Weber_Zimmermann_Bremer_Abel_Poppitz_Prinz_Ilsemann_Wendholt_Yang_Pashminehazar_et al._2022, title={Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation}, volume={14}, DOI={<a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>}, number={8}, journal={ChemCatChem}, publisher={Wiley}, author={Weber, Sebastian and Zimmermann, Ronny T. and Bremer, Jens and Abel, Ken L. and Poppitz, David and Prinz, Nils and Ilsemann, Jan and Wendholt, Sven and Yang, Qingxin and Pashminehazar, Reihaneh and et al.}, year={2022} }","ama":"Weber S, Zimmermann RT, Bremer J, et al. Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation. <i>ChemCatChem</i>. 2022;14(8). doi:<a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>","ieee":"S. Weber <i>et al.</i>, “Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation,” <i>ChemCatChem</i>, vol. 14, no. 8, 2022, doi: <a href=\"https://doi.org/10.1002/cctc.202101878\">10.1002/cctc.202101878</a>.","apa":"Weber, S., Zimmermann, R. T., Bremer, J., Abel, K. L., Poppitz, D., Prinz, N., Ilsemann, J., Wendholt, S., Yang, Q., Pashminehazar, R., Monaco, F., Cloetens, P., Huang, X., Kübel, C., Kondratenko, E., Bauer, M., Bäumer, M., Zobel, M., Gläser, R., … Sheppard, T. L. (2022). Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation. <i>ChemCatChem</i>, <i>14</i>(8). <a href=\"https://doi.org/10.1002/cctc.202101878\">https://doi.org/10.1002/cctc.202101878</a>","chicago":"Weber, Sebastian, Ronny T. Zimmermann, Jens Bremer, Ken L. Abel, David Poppitz, Nils Prinz, Jan Ilsemann, et al. “Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation.” <i>ChemCatChem</i> 14, no. 8 (2022). <a href=\"https://doi.org/10.1002/cctc.202101878\">https://doi.org/10.1002/cctc.202101878</a>.","short":"S. Weber, R.T. Zimmermann, J. Bremer, K.L. Abel, D. Poppitz, N. Prinz, J. Ilsemann, S. Wendholt, Q. Yang, R. Pashminehazar, F. Monaco, P. Cloetens, X. Huang, C. Kübel, E. Kondratenko, M. Bauer, M. Bäumer, M. Zobel, R. Gläser, K. Sundmacher, T.L. Sheppard, ChemCatChem 14 (2022)."},"title":"Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation","year":"2022","publication_identifier":{"issn":["1867-3880","1867-3899"]},"author":[{"full_name":"Weber, Sebastian","first_name":"Sebastian","last_name":"Weber"},{"first_name":"Ronny T.","last_name":"Zimmermann","full_name":"Zimmermann, Ronny T."},{"full_name":"Bremer, Jens","first_name":"Jens","last_name":"Bremer"},{"full_name":"Abel, Ken L.","first_name":"Ken L.","last_name":"Abel"},{"last_name":"Poppitz","first_name":"David","full_name":"Poppitz, David"},{"last_name":"Prinz","first_name":"Nils","full_name":"Prinz, Nils"},{"full_name":"Ilsemann, Jan","first_name":"Jan","last_name":"Ilsemann"},{"last_name":"Wendholt","first_name":"Sven","full_name":"Wendholt, Sven"},{"first_name":"Qingxin","last_name":"Yang","full_name":"Yang, Qingxin"},{"full_name":"Pashminehazar, Reihaneh","first_name":"Reihaneh","last_name":"Pashminehazar"},{"last_name":"Monaco","first_name":"Federico","full_name":"Monaco, Federico"},{"full_name":"Cloetens, Peter","first_name":"Peter","last_name":"Cloetens"},{"full_name":"Huang, Xiaohui","first_name":"Xiaohui","last_name":"Huang"},{"first_name":"Christian","last_name":"Kübel","full_name":"Kübel, Christian"},{"first_name":"Evgenii","last_name":"Kondratenko","full_name":"Kondratenko, Evgenii"},{"orcid":"0000-0002-9294-6076","last_name":"Bauer","first_name":"Matthias","full_name":"Bauer, Matthias","id":"47241"},{"full_name":"Bäumer, Marcus","last_name":"Bäumer","first_name":"Marcus"},{"last_name":"Zobel","first_name":"Mirijam","full_name":"Zobel, Mirijam"},{"last_name":"Gläser","first_name":"Roger","full_name":"Gläser, Roger"},{"first_name":"Kai","last_name":"Sundmacher","full_name":"Sundmacher, Kai"},{"full_name":"Sheppard, Thomas L.","last_name":"Sheppard","first_name":"Thomas L."}],"date_updated":"2024-05-08T13:03:51Z","publication_status":"published","intvolume":"        14","language":[{"iso":"eng"}],"doi":"10.1002/cctc.202101878","publication":"ChemCatChem","issue":"8","abstract":[{"text":"Increasing the metal-to-ligand charge transfer (MLCT) excited state lifetime of polypyridine iron(II) complexes can be achieved by lowering the ligand's π* orbital energy and by increasing the ligand field splitting. In the homo- and heteroleptic complexes [Fe(cpmp)2]2+ (12+) and [Fe(cpmp)(ddpd)]2+ (22+) with the tridentate ligands 6,2’’-carboxypyridyl-2,2’-methylamine-pyridyl-pyridine (cpmp) and N,N’-dimethyl-N,N’-di-pyridin-2-ylpyridine-2,6-diamine (ddpd) two or one dipyridyl ketone moieties provide low energy π* acceptor orbitals. A good metal-ligand orbital overlap to increase the ligand field splitting is achieved by optimizing the octahedricity through CO and NMe units between the coordinating pyridines which enable the formation of six-membered chelate rings. The push-pull ligand cpmp provides intra-ligand and ligand-to-ligand charge transfer (ILCT, LL'CT) excited states in addition to MLCT excited states. Ground and excited state properties of 12+ and 22+ were accessed by X-ray diffraction analyses, resonance Raman spectroscopy, (spectro)electrochemistry, EPR spectroscopy, X-ray emission spectroscopy, static and time-resolved IR and UV/Vis/NIR absorption spectroscopy as well as quantum chemical calculations.","lang":"eng"}],"date_created":"2023-01-30T16:25:02Z","type":"journal_article","keyword":["Inorganic Chemistry","Organic Chemistry","Physical and Theoretical Chemistry","Catalysis"],"department":[{"_id":"35"},{"_id":"306"}]},{"intvolume":"        32","date_updated":"2024-06-04T16:06:37Z","publication_status":"published","publication_identifier":{"issn":["0955-792X","1465-363X"]},"author":[{"full_name":"Kontinen, Juha","last_name":"Kontinen","first_name":"Juha"},{"full_name":"Meier, Arne","last_name":"Meier","first_name":"Arne"},{"last_name":"Mahmood","first_name":"Yasir","full_name":"Mahmood, Yasir","id":"99353"}],"year":"2022","title":"A parameterized view on the complexity of dependence and independence logic","doi":"10.1093/logcom/exac070","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>In this paper, we investigate the parameterized complexity of model checking for Dependence and Independence logic, which are well studied logics in the area of Team Semantics. We start with a list of nine immediate parameterizations for this problem, namely the number of disjunctions (i.e. splits)/(free) variables/universal quantifiers, formula-size, the tree-width of the Gaifman graph of the input structure, the size of the universe/team and the arity of dependence atoms. We present a comprehensive picture of the parameterized complexity of model checking and obtain a division of the problem into tractable and various intractable degrees. Furthermore, we also consider the complexity of the most important variants (data and expression complexity) of the model checking problem by fixing parts of the input.</jats:p>"}],"extern":"1","publication":"Journal of Logic and Computation","issue":"8","keyword":["Logic","Hardware and Architecture","Arts and Humanities (miscellaneous)","Software","Theoretical Computer Science"],"type":"journal_article","date_created":"2023-07-03T11:36:55Z","status":"public","volume":32,"user_id":"99353","publisher":"Oxford University Press (OUP)","_id":"45847","page":"1624-1644","citation":{"mla":"Kontinen, Juha, et al. “A Parameterized View on the Complexity of Dependence and Independence Logic.” <i>Journal of Logic and Computation</i>, vol. 32, no. 8, Oxford University Press (OUP), 2022, pp. 1624–44, doi:<a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>.","ama":"Kontinen J, Meier A, Mahmood Y. A parameterized view on the complexity of dependence and independence logic. <i>Journal of Logic and Computation</i>. 2022;32(8):1624-1644. doi:<a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>","bibtex":"@article{Kontinen_Meier_Mahmood_2022, title={A parameterized view on the complexity of dependence and independence logic}, volume={32}, DOI={<a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>}, number={8}, journal={Journal of Logic and Computation}, publisher={Oxford University Press (OUP)}, author={Kontinen, Juha and Meier, Arne and Mahmood, Yasir}, year={2022}, pages={1624–1644} }","apa":"Kontinen, J., Meier, A., &#38; Mahmood, Y. (2022). A parameterized view on the complexity of dependence and independence logic. <i>Journal of Logic and Computation</i>, <i>32</i>(8), 1624–1644. <a href=\"https://doi.org/10.1093/logcom/exac070\">https://doi.org/10.1093/logcom/exac070</a>","ieee":"J. Kontinen, A. Meier, and Y. Mahmood, “A parameterized view on the complexity of dependence and independence logic,” <i>Journal of Logic and Computation</i>, vol. 32, no. 8, pp. 1624–1644, 2022, doi: <a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>.","short":"J. Kontinen, A. Meier, Y. Mahmood, Journal of Logic and Computation 32 (2022) 1624–1644.","chicago":"Kontinen, Juha, Arne Meier, and Yasir Mahmood. “A Parameterized View on the Complexity of Dependence and Independence Logic.” <i>Journal of Logic and Computation</i> 32, no. 8 (2022): 1624–44. <a href=\"https://doi.org/10.1093/logcom/exac070\">https://doi.org/10.1093/logcom/exac070</a>."}},{"publication":"The R Journal","issue":"1","department":[{"_id":"475"},{"_id":"19"},{"_id":"200"}],"keyword":["Statistics","Probability and Uncertainty","Numerical Analysis","Statistics and Probability"],"type":"journal_article","date_created":"2023-12-21T12:09:31Z","intvolume":"        14","publication_status":"published","date_updated":"2024-06-12T12:57:13Z","publication_identifier":{"issn":["2073-4859"]},"author":[{"first_name":"Yuanhua","last_name":"Feng","full_name":"Feng, Yuanhua"},{"first_name":"Thomas","last_name":"Gries","full_name":"Gries, Thomas"},{"full_name":"Letmathe, Sebastian","first_name":"Sebastian","last_name":"Letmathe"},{"first_name":"Dominik","last_name":"Schulz","full_name":"Schulz, Dominik"}],"year":"2022","title":"The smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series","doi":"10.32614/rj-2022-017","language":[{"iso":"eng"}],"citation":{"bibtex":"@article{Feng_Gries_Letmathe_Schulz_2022, title={The smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series}, volume={14}, DOI={<a href=\"https://doi.org/10.32614/rj-2022-017\">10.32614/rj-2022-017</a>}, number={1}, journal={The R Journal}, publisher={The R Foundation}, author={Feng, Yuanhua and Gries, Thomas and Letmathe, Sebastian and Schulz, Dominik}, year={2022}, pages={182–195} }","ama":"Feng Y, Gries T, Letmathe S, Schulz D. The smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series. <i>The R Journal</i>. 2022;14(1):182-195. doi:<a href=\"https://doi.org/10.32614/rj-2022-017\">10.32614/rj-2022-017</a>","mla":"Feng, Yuanhua, et al. “The Smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series.” <i>The R Journal</i>, vol. 14, no. 1, The R Foundation, 2022, pp. 182–95, doi:<a href=\"https://doi.org/10.32614/rj-2022-017\">10.32614/rj-2022-017</a>.","short":"Y. Feng, T. Gries, S. Letmathe, D. Schulz, The R Journal 14 (2022) 182–195.","chicago":"Feng, Yuanhua, Thomas Gries, Sebastian Letmathe, and Dominik Schulz. “The Smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series.” <i>The R Journal</i> 14, no. 1 (2022): 182–95. <a href=\"https://doi.org/10.32614/rj-2022-017\">https://doi.org/10.32614/rj-2022-017</a>.","ieee":"Y. Feng, T. Gries, S. Letmathe, and D. Schulz, “The smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series,” <i>The R Journal</i>, vol. 14, no. 1, pp. 182–195, 2022, doi: <a href=\"https://doi.org/10.32614/rj-2022-017\">10.32614/rj-2022-017</a>.","apa":"Feng, Y., Gries, T., Letmathe, S., &#38; Schulz, D. (2022). The smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series. <i>The R Journal</i>, <i>14</i>(1), 182–195. <a href=\"https://doi.org/10.32614/rj-2022-017\">https://doi.org/10.32614/rj-2022-017</a>"},"status":"public","volume":14,"user_id":"186","publisher":"The R Foundation","_id":"50024","page":"182-195"},{"oa":"1","quality_controlled":"1","citation":{"bibtex":"@article{Hälterlein_2022, title={Technological Expectations and the Making of Europe}, volume={36}, DOI={<a href=\"https://doi.org/10.23987/sts.110036\">10.23987/sts.110036</a>}, number={2}, journal={Science &#38; Technology Studies}, publisher={Science and Technology Studies}, author={Hälterlein, Jens}, year={2022}, pages={26–46} }","ama":"Hälterlein J. Technological Expectations and the Making of Europe. <i>Science &#38; Technology Studies</i>. 2022;36(2):26-46. doi:<a href=\"https://doi.org/10.23987/sts.110036\">10.23987/sts.110036</a>","mla":"Hälterlein, Jens. “Technological Expectations and the Making of Europe.” <i>Science &#38; Technology Studies</i>, vol. 36, no. 2, Science and Technology Studies, 2022, pp. 26–46, doi:<a href=\"https://doi.org/10.23987/sts.110036\">10.23987/sts.110036</a>.","short":"J. Hälterlein, Science &#38; Technology Studies 36 (2022) 26–46.","chicago":"Hälterlein, Jens. “Technological Expectations and the Making of Europe.” <i>Science &#38; Technology Studies</i> 36, no. 2 (2022): 26–46. <a href=\"https://doi.org/10.23987/sts.110036\">https://doi.org/10.23987/sts.110036</a>.","ieee":"J. Hälterlein, “Technological Expectations and the Making of Europe,” <i>Science &#38; Technology Studies</i>, vol. 36, no. 2, pp. 26–46, 2022, doi: <a href=\"https://doi.org/10.23987/sts.110036\">10.23987/sts.110036</a>.","apa":"Hälterlein, J. (2022). Technological Expectations and the Making of Europe. <i>Science &#38; Technology Studies</i>, <i>36</i>(2), 26–46. <a href=\"https://doi.org/10.23987/sts.110036\">https://doi.org/10.23987/sts.110036</a>"},"user_id":"94837","volume":36,"page":"26-46","_id":"50600","publisher":"Science and Technology Studies","status":"public","type":"journal_article","keyword":["History and Philosophy of Science"],"department":[{"_id":"36"},{"_id":"11"}],"date_created":"2024-01-18T13:53:09Z","abstract":[{"text":"<jats:p>\r\nIn a case study approach, the paper traces how technological expectations have been influential in the creation of European institutions, R&amp;D programmes and regulatory instruments and how they have contributed to processes of European integration. The first case study shows how the promises of a coming ‘Atomic Age’ have been mobilized to support the foundation of the European Atomic Energy Community and, thus, contributed to European integration in the post-WW2 era. The second case study analyses how the security stream within the EU’s framework programmes for R&amp;D is shaped by the promise of ‘technosecurity’ and enacts the normative claim of the EU’s security integration in the post-Cold War era. The third case study analyses how the EU’s AI strategy and AI act articulates the vision of a ‘human-centric AI’ and how this vision is related to the EU’s current attempt to restore citizens’ trust in times of crisis.</jats:p>","lang":"eng"}],"related_material":{"link":[{"relation":"confirmation","url":"https://sciencetechnologystudies.journal.fi/article/view/110036"}]},"issue":"2","publication":"Science & Technology Studies","doi":"10.23987/sts.110036","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"date_updated":"2024-07-03T07:50:07Z","publication_status":"published","intvolume":"        36","year":"2022","title":"Technological Expectations and the Making of Europe","author":[{"id":"94837","full_name":"Hälterlein, Jens","last_name":"Hälterlein","first_name":"Jens"}],"publication_identifier":{"issn":["2243-4690"]}},{"doi":"10.52041/serj.v21i2.61","article_number":"7","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-08-21T10:04:41Z","intvolume":"        21","title":"Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks","year":"2022","author":[{"full_name":"Fleischer, Franz Yannik","orcid":"https://orcid.org/0000-0003-0318-0329","last_name":"Fleischer","first_name":"Franz Yannik","id":"42660"},{"id":"16274","full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf"},{"last_name":"Schulte","first_name":"Carsten","full_name":"Schulte, Carsten","id":"60311"}],"publication_identifier":{"issn":["1570-1824"]},"keyword":["Education","Statistics and Probability"],"type":"journal_article","department":[{"_id":"363"},{"_id":"67"}],"date_created":"2023-01-10T08:48:23Z","abstract":[{"text":"<jats:p>This study examines modelling with machine learning. In the context of a yearlong data science course, the study explores how upper secondary students apply machine learning with Jupyter Notebooks and document the modelling process as a computational essay incorporating the different steps of the CRISP-DM cycle. The students’ work is based on a teaching module about decision trees in machine learning and a worked example of such a modelling process. The study outlines the students’ performance in carrying out the machine learning technically and reasoning about bias in the data, different data preparation steps, the application context, and the resulting decision model. Furthermore, the context of the study and the theoretical backgrounds are presented.</jats:p>","lang":"eng"}],"issue":"2","publication":"Statistics Education Research Journal","user_id":"37888","volume":21,"publisher":"International Association for Statistical Education","_id":"35672","status":"public","citation":{"short":"F.Y. Fleischer, R. Biehler, C. Schulte, Statistics Education Research Journal 21 (2022).","chicago":"Fleischer, Franz Yannik, Rolf Biehler, and Carsten Schulte. “Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks.” <i>Statistics Education Research Journal</i> 21, no. 2 (2022). <a href=\"https://doi.org/10.52041/serj.v21i2.61\">https://doi.org/10.52041/serj.v21i2.61</a>.","ieee":"F. Y. Fleischer, R. Biehler, and C. Schulte, “Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks,” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, Art. no. 7, 2022, doi: <a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>.","apa":"Fleischer, F. Y., Biehler, R., &#38; Schulte, C. (2022). Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks. <i>Statistics Education Research Journal</i>, <i>21</i>(2), Article 7. <a href=\"https://doi.org/10.52041/serj.v21i2.61\">https://doi.org/10.52041/serj.v21i2.61</a>","bibtex":"@article{Fleischer_Biehler_Schulte_2022, title={Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks}, volume={21}, DOI={<a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>}, number={27}, journal={Statistics Education Research Journal}, publisher={International Association for Statistical Education}, author={Fleischer, Franz Yannik and Biehler, Rolf and Schulte, Carsten}, year={2022} }","ama":"Fleischer FY, Biehler R, Schulte C. Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks. <i>Statistics Education Research Journal</i>. 2022;21(2). doi:<a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>","mla":"Fleischer, Franz Yannik, et al. “Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks.” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, 7, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>."}},{"volume":609,"user_id":"48864","publisher":"Elsevier BV","_id":"36874","status":"public","citation":{"ieee":"J. Su, A. González Orive, and G. Grundmeier, “Nano-FTIR and chemical force analysis of electrografted aryldiazonium salts on ODT-microcontact printed Au-surfaces,” <i>Applied Surface Science</i>, vol. 609, Art. no. 155355, 2022, doi: <a href=\"https://doi.org/10.1016/j.apsusc.2022.155355\">10.1016/j.apsusc.2022.155355</a>.","apa":"Su, J., González Orive, A., &#38; Grundmeier, G. (2022). Nano-FTIR and chemical force analysis of electrografted aryldiazonium salts on ODT-microcontact printed Au-surfaces. <i>Applied Surface Science</i>, <i>609</i>, Article 155355. <a href=\"https://doi.org/10.1016/j.apsusc.2022.155355\">https://doi.org/10.1016/j.apsusc.2022.155355</a>","short":"J. Su, A. González Orive, G. 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