[{"status":"public","user_id":"15782","volume":118,"page":"104-109","_id":"48052","publisher":"Elsevier BV","citation":{"bibtex":"@article{Schäfer_Günther_Martin_Lüpfert_Mandel_Rapp_Lanza_Anacker_Albers_Köchling_2023, title={Systematics for an Integrative Modelling of Product and Production System}, volume={118}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.06.019\">10.1016/j.procir.2023.06.019</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Schäfer, Louis and Günther, Matthias and Martin, Alex and Lüpfert, Mariella and Mandel, Constantin and Rapp, Simon and Lanza, Gisela and Anacker, Harald and Albers, Albert and Köchling, Daniel}, year={2023}, pages={104–109} }","ama":"Schäfer L, Günther M, Martin A, et al. Systematics for an Integrative Modelling of Product and Production System. <i>Procedia CIRP</i>. 2023;118:104-109. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.06.019\">10.1016/j.procir.2023.06.019</a>","mla":"Schäfer, Louis, et al. “Systematics for an Integrative Modelling of Product and Production System.” <i>Procedia CIRP</i>, vol. 118, Elsevier BV, 2023, pp. 104–09, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.06.019\">10.1016/j.procir.2023.06.019</a>.","short":"L. Schäfer, M. Günther, A. Martin, M. Lüpfert, C. Mandel, S. Rapp, G. Lanza, H. Anacker, A. Albers, D. Köchling, Procedia CIRP 118 (2023) 104–109.","chicago":"Schäfer, Louis, Matthias Günther, Alex Martin, Mariella Lüpfert, Constantin Mandel, Simon Rapp, Gisela Lanza, Harald Anacker, Albert Albers, and Daniel Köchling. “Systematics for an Integrative Modelling of Product and Production System.” <i>Procedia CIRP</i> 118 (2023): 104–9. <a href=\"https://doi.org/10.1016/j.procir.2023.06.019\">https://doi.org/10.1016/j.procir.2023.06.019</a>.","ieee":"L. Schäfer <i>et al.</i>, “Systematics for an Integrative Modelling of Product and Production System,” <i>Procedia CIRP</i>, vol. 118, pp. 104–109, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.06.019\">10.1016/j.procir.2023.06.019</a>.","apa":"Schäfer, L., Günther, M., Martin, A., Lüpfert, M., Mandel, C., Rapp, S., Lanza, G., Anacker, H., Albers, A., &#38; Köchling, D. (2023). Systematics for an Integrative Modelling of Product and Production System. <i>Procedia CIRP</i>, <i>118</i>, 104–109. <a href=\"https://doi.org/10.1016/j.procir.2023.06.019\">https://doi.org/10.1016/j.procir.2023.06.019</a>"},"date_updated":"2023-10-13T11:58:57Z","publication_status":"published","intvolume":"       118","year":"2023","title":"Systematics for an Integrative Modelling of Product and Production System","author":[{"full_name":"Schäfer, Louis","first_name":"Louis","last_name":"Schäfer"},{"last_name":"Günther","first_name":"Matthias","full_name":"Günther, Matthias"},{"full_name":"Martin, Alex","last_name":"Martin","first_name":"Alex"},{"full_name":"Lüpfert, Mariella","last_name":"Lüpfert","first_name":"Mariella"},{"full_name":"Mandel, Constantin","first_name":"Constantin","last_name":"Mandel"},{"first_name":"Simon","last_name":"Rapp","full_name":"Rapp, Simon"},{"full_name":"Lanza, Gisela","last_name":"Lanza","first_name":"Gisela"},{"full_name":"Anacker, Harald","last_name":"Anacker","first_name":"Harald"},{"full_name":"Albers, Albert","first_name":"Albert","last_name":"Albers"},{"last_name":"Köchling","first_name":"Daniel","full_name":"Köchling, Daniel"}],"publication_identifier":{"issn":["2212-8271"]},"doi":"10.1016/j.procir.2023.06.019","language":[{"iso":"eng"}],"publication":"Procedia CIRP","type":"journal_article","keyword":["General Medicine"],"department":[{"_id":"563"}],"date_created":"2023-10-13T08:12:52Z"},{"doi":"10.1016/j.procir.2023.06.157","language":[{"iso":"eng"}],"date_updated":"2023-10-13T11:59:31Z","publication_status":"published","intvolume":"       118","title":"Virtual Assembly for Engineering – A Systematic Literature Review","year":"2023","author":[{"full_name":"Dyck, Florian","last_name":"Dyck","first_name":"Florian"},{"last_name":"Anacker","first_name":"Harald","full_name":"Anacker, Harald"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"publication_identifier":{"issn":["2212-8271"]},"keyword":["General Medicine"],"type":"journal_article","department":[{"_id":"563"}],"date_created":"2023-10-06T09:38:26Z","publication":"Procedia CIRP","user_id":"15782","volume":118,"page":"912-917","_id":"47817","publisher":"Elsevier BV","status":"public","citation":{"mla":"Dyck, Florian, et al. “Virtual Assembly for Engineering – A Systematic Literature Review.” <i>Procedia CIRP</i>, vol. 118, Elsevier BV, 2023, pp. 912–17, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.06.157\">10.1016/j.procir.2023.06.157</a>.","ama":"Dyck F, Anacker H, Dumitrescu R. Virtual Assembly for Engineering – A Systematic Literature Review. <i>Procedia CIRP</i>. 2023;118:912-917. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.06.157\">10.1016/j.procir.2023.06.157</a>","bibtex":"@article{Dyck_Anacker_Dumitrescu_2023, title={Virtual Assembly for Engineering – A Systematic Literature Review}, volume={118}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.06.157\">10.1016/j.procir.2023.06.157</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Dyck, Florian and Anacker, Harald and Dumitrescu, Roman}, year={2023}, pages={912–917} }","apa":"Dyck, F., Anacker, H., &#38; Dumitrescu, R. (2023). Virtual Assembly for Engineering – A Systematic Literature Review. <i>Procedia CIRP</i>, <i>118</i>, 912–917. <a href=\"https://doi.org/10.1016/j.procir.2023.06.157\">https://doi.org/10.1016/j.procir.2023.06.157</a>","ieee":"F. Dyck, H. Anacker, and R. Dumitrescu, “Virtual Assembly for Engineering – A Systematic Literature Review,” <i>Procedia CIRP</i>, vol. 118, pp. 912–917, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.06.157\">10.1016/j.procir.2023.06.157</a>.","short":"F. Dyck, H. Anacker, R. Dumitrescu, Procedia CIRP 118 (2023) 912–917.","chicago":"Dyck, Florian, Harald Anacker, and Roman Dumitrescu. “Virtual Assembly for Engineering – A Systematic Literature Review.” <i>Procedia CIRP</i> 118 (2023): 912–17. <a href=\"https://doi.org/10.1016/j.procir.2023.06.157\">https://doi.org/10.1016/j.procir.2023.06.157</a>."}},{"citation":{"short":"R. Sawhney, A. Neerkaje, I. Habernal, L. Flek, Proceedings of the International AAAI Conference on Web and Social Media 17 (2023) 766–776.","chicago":"Sawhney, Ramit, Atula Neerkaje, Ivan Habernal, and Lucie Flek. “How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications.” <i>Proceedings of the International AAAI Conference on Web and Social Media</i> 17 (2023): 766–76. <a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">https://doi.org/10.1609/icwsm.v17i1.22186</a>.","apa":"Sawhney, R., Neerkaje, A., Habernal, I., &#38; Flek, L. (2023). How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications. <i>Proceedings of the International AAAI Conference on Web and Social Media</i>, <i>17</i>, 766–776. <a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">https://doi.org/10.1609/icwsm.v17i1.22186</a>","ieee":"R. Sawhney, A. Neerkaje, I. Habernal, and L. Flek, “How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications,” <i>Proceedings of the International AAAI Conference on Web and Social Media</i>, vol. 17, pp. 766–776, 2023, doi: <a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>.","ama":"Sawhney R, Neerkaje A, Habernal I, Flek L. How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications. <i>Proceedings of the International AAAI Conference on Web and Social Media</i>. 2023;17:766-776. doi:<a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>","bibtex":"@article{Sawhney_Neerkaje_Habernal_Flek_2023, title={How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications}, volume={17}, DOI={<a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>}, journal={Proceedings of the International AAAI Conference on Web and Social Media}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Sawhney, Ramit and Neerkaje, Atula and Habernal, Ivan and Flek, Lucie}, year={2023}, pages={766–776} }","mla":"Sawhney, Ramit, et al. “How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications.” <i>Proceedings of the International AAAI Conference on Web and Social Media</i>, vol. 17, Association for the Advancement of Artificial Intelligence (AAAI), 2023, pp. 766–76, doi:<a href=\"https://doi.org/10.1609/icwsm.v17i1.22186\">10.1609/icwsm.v17i1.22186</a>."},"status":"public","volume":17,"user_id":"15504","_id":"48294","publisher":"Association for the Advancement of Artificial Intelligence (AAAI)","page":"766-776","abstract":[{"lang":"eng","text":"<jats:p>Clinical NLP tasks such as mental health assessment from text, must take social constraints into account - the performance maximization must be constrained by the utmost importance of guaranteeing privacy of user data. Consumer protection regulations, such as GDPR, generally handle privacy by restricting data availability, such as requiring to limit user data to 'what is necessary' for a given purpose. In this work, we reason that providing stricter formal privacy guarantees, while increasing the volume of user data in the model, in most cases increases benefit for all parties involved, especially for the user. We demonstrate our arguments on two existing suicide risk assessment datasets of Twitter and Reddit posts. We present the first analysis juxtaposing user history length and differential privacy budgets and elaborate how modeling additional user context enables utility preservation while maintaining acceptable user privacy guarantees.</jats:p>"}],"publication":"Proceedings of the International AAAI Conference on Web and Social Media","department":[{"_id":"34"},{"_id":"820"}],"type":"journal_article","date_created":"2023-10-19T08:25:46Z","intvolume":"        17","date_updated":"2023-10-19T12:06:29Z","publication_status":"published","publication_identifier":{"issn":["2334-0770","2162-3449"]},"author":[{"full_name":"Sawhney, Ramit","last_name":"Sawhney","first_name":"Ramit"},{"first_name":"Atula","last_name":"Neerkaje","full_name":"Neerkaje, Atula"},{"full_name":"Habernal, Ivan","last_name":"Habernal","first_name":"Ivan","id":"101881"},{"full_name":"Flek, Lucie","last_name":"Flek","first_name":"Lucie"}],"title":"How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications","year":"2023","doi":"10.1609/icwsm.v17i1.22186","language":[{"iso":"eng"}]},{"user_id":"15504","doi":"10.18653/v1/2022.emnlp-main.496","_id":"48297","publisher":"Association for Computational Linguistics","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2023-10-19T12:05:55Z","author":[{"first_name":"Manuel","last_name":"Senge","full_name":"Senge, Manuel"},{"last_name":"Igamberdiev","first_name":"Timour","full_name":"Igamberdiev, Timour"},{"full_name":"Habernal, Ivan","first_name":"Ivan","last_name":"Habernal","id":"101881"}],"year":"2023","status":"public","title":"One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks","department":[{"_id":"34"},{"_id":"820"}],"type":"conference","date_created":"2023-10-19T08:26:21Z","citation":{"bibtex":"@inproceedings{Senge_Igamberdiev_Habernal_2023, title={One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks}, DOI={<a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>}, booktitle={Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing}, publisher={Association for Computational Linguistics}, author={Senge, Manuel and Igamberdiev, Timour and Habernal, Ivan}, year={2023} }","ama":"Senge M, Igamberdiev T, Habernal I. One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. In: <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>. Association for Computational Linguistics; 2023. doi:<a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>","short":"M. Senge, T. Igamberdiev, I. Habernal, in: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2023.","chicago":"Senge, Manuel, Timour Igamberdiev, and Ivan Habernal. “One Size Does Not Fit All: Investigating Strategies for Differentially-Private Learning across NLP Tasks.” In <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>. Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">https://doi.org/10.18653/v1/2022.emnlp-main.496</a>.","ieee":"M. Senge, T. Igamberdiev, and I. Habernal, “One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks,” 2023, doi: <a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>.","apa":"Senge, M., Igamberdiev, T., &#38; Habernal, I. (2023). One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>. <a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">https://doi.org/10.18653/v1/2022.emnlp-main.496</a>","mla":"Senge, Manuel, et al. “One Size Does Not Fit All: Investigating Strategies for Differentially-Private Learning across NLP Tasks.” <i>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing</i>, Association for Computational Linguistics, 2023, doi:<a href=\"https://doi.org/10.18653/v1/2022.emnlp-main.496\">10.18653/v1/2022.emnlp-main.496</a>."},"publication":"Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing"},{"author":[{"last_name":"Igamberdiev","first_name":"Timour","full_name":"Igamberdiev, Timour"},{"id":"101881","full_name":"Habernal, Ivan","last_name":"Habernal","first_name":"Ivan"}],"title":"DP-BART for Privatized Text Rewriting under Local Differential Privacy","status":"public","year":"2023","date_updated":"2023-10-19T12:06:47Z","publication_status":"published","_id":"48292","language":[{"iso":"eng"}],"publisher":"Association for Computational Linguistics","doi":"10.18653/v1/2023.findings-acl.874","user_id":"15504","citation":{"ieee":"T. Igamberdiev and I. Habernal, “DP-BART for Privatized Text Rewriting under Local Differential Privacy,” 2023, doi: <a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>.","apa":"Igamberdiev, T., &#38; Habernal, I. (2023). DP-BART for Privatized Text Rewriting under Local Differential Privacy. <i>Findings of the Association for Computational Linguistics: ACL 2023</i>. <a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">https://doi.org/10.18653/v1/2023.findings-acl.874</a>","short":"T. Igamberdiev, I. Habernal, in: Findings of the Association for Computational Linguistics: ACL 2023, Association for Computational Linguistics, 2023.","chicago":"Igamberdiev, Timour, and Ivan Habernal. “DP-BART for Privatized Text Rewriting under Local Differential Privacy.” In <i>Findings of the Association for Computational Linguistics: ACL 2023</i>. Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">https://doi.org/10.18653/v1/2023.findings-acl.874</a>.","mla":"Igamberdiev, Timour, and Ivan Habernal. “DP-BART for Privatized Text Rewriting under Local Differential Privacy.” <i>Findings of the Association for Computational Linguistics: ACL 2023</i>, Association for Computational Linguistics, 2023, doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>.","bibtex":"@inproceedings{Igamberdiev_Habernal_2023, title={DP-BART for Privatized Text Rewriting under Local Differential Privacy}, DOI={<a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>}, booktitle={Findings of the Association for Computational Linguistics: ACL 2023}, publisher={Association for Computational Linguistics}, author={Igamberdiev, Timour and Habernal, Ivan}, year={2023} }","ama":"Igamberdiev T, Habernal I. DP-BART for Privatized Text Rewriting under Local Differential Privacy. In: <i>Findings of the Association for Computational Linguistics: ACL 2023</i>. Association for Computational Linguistics; 2023. doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-acl.874\">10.18653/v1/2023.findings-acl.874</a>"},"publication":"Findings of the Association for Computational Linguistics: ACL 2023","date_created":"2023-10-19T08:25:19Z","department":[{"_id":"34"},{"_id":"820"}],"type":"conference"},{"publication":"Proceedings of the Natural Legal Language Processing Workshop 2022","citation":{"chicago":"Bongard, Leonard, Lena Held, and Ivan Habernal. “The Legal Argument Reasoning Task in Civil Procedure.” In <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>. Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">https://doi.org/10.18653/v1/2022.nllp-1.17</a>.","short":"L. Bongard, L. Held, I. Habernal, in: Proceedings of the Natural Legal Language Processing Workshop 2022, Association for Computational Linguistics, 2023.","ieee":"L. Bongard, L. Held, and I. Habernal, “The Legal Argument Reasoning Task in Civil Procedure,” 2023, doi: <a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>.","apa":"Bongard, L., Held, L., &#38; Habernal, I. (2023). The Legal Argument Reasoning Task in Civil Procedure. <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>. <a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">https://doi.org/10.18653/v1/2022.nllp-1.17</a>","bibtex":"@inproceedings{Bongard_Held_Habernal_2023, title={The Legal Argument Reasoning Task in Civil Procedure}, DOI={<a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>}, booktitle={Proceedings of the Natural Legal Language Processing Workshop 2022}, publisher={Association for Computational Linguistics}, author={Bongard, Leonard and Held, Lena and Habernal, Ivan}, year={2023} }","ama":"Bongard L, Held L, Habernal I. The Legal Argument Reasoning Task in Civil Procedure. In: <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>. Association for Computational Linguistics; 2023. doi:<a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>","mla":"Bongard, Leonard, et al. “The Legal Argument Reasoning Task in Civil Procedure.” <i>Proceedings of the Natural Legal Language Processing Workshop 2022</i>, Association for Computational Linguistics, 2023, doi:<a href=\"https://doi.org/10.18653/v1/2022.nllp-1.17\">10.18653/v1/2022.nllp-1.17</a>."},"date_created":"2023-10-19T08:26:03Z","type":"conference","department":[{"_id":"34"},{"_id":"820"}],"status":"public","year":"2023","title":"The Legal Argument Reasoning Task in Civil Procedure","author":[{"last_name":"Bongard","first_name":"Leonard","full_name":"Bongard, Leonard"},{"full_name":"Held, Lena","last_name":"Held","first_name":"Lena"},{"id":"101881","last_name":"Habernal","first_name":"Ivan","full_name":"Habernal, Ivan"}],"publication_status":"published","date_updated":"2023-10-19T12:06:12Z","_id":"48295","publisher":"Association for Computational Linguistics","language":[{"iso":"eng"}],"user_id":"15504","doi":"10.18653/v1/2022.nllp-1.17"},{"date_created":"2023-10-19T08:23:39Z","keyword":["Law","Artificial Intelligence"],"type":"journal_article","department":[{"_id":"34"},{"_id":"820"}],"publication":"Artificial Intelligence and Law","citation":{"bibtex":"@article{Habernal_Faber_Recchia_Bretthauer_Gurevych_Spiecker genannt Döhmann_Burchard_2023, title={Mining legal arguments in court decisions}, DOI={<a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>}, journal={Artificial Intelligence and Law}, publisher={Springer Science and Business Media LLC}, author={Habernal, Ivan and Faber, Daniel and Recchia, Nicola and Bretthauer, Sebastian and Gurevych, Iryna and Spiecker genannt Döhmann, Indra and Burchard, Christoph}, year={2023} }","ama":"Habernal I, Faber D, Recchia N, et al. Mining legal arguments in court decisions. <i>Artificial Intelligence and Law</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>","mla":"Habernal, Ivan, et al. “Mining Legal Arguments in Court Decisions.” <i>Artificial Intelligence and Law</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>.","chicago":"Habernal, Ivan, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, and Christoph Burchard. “Mining Legal Arguments in Court Decisions.” <i>Artificial Intelligence and Law</i>, 2023. <a href=\"https://doi.org/10.1007/s10506-023-09361-y\">https://doi.org/10.1007/s10506-023-09361-y</a>.","short":"I. Habernal, D. Faber, N. Recchia, S. Bretthauer, I. Gurevych, I. Spiecker genannt Döhmann, C. Burchard, Artificial Intelligence and Law (2023).","ieee":"I. Habernal <i>et al.</i>, “Mining legal arguments in court decisions,” <i>Artificial Intelligence and Law</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s10506-023-09361-y\">10.1007/s10506-023-09361-y</a>.","apa":"Habernal, I., Faber, D., Recchia, N., Bretthauer, S., Gurevych, I., Spiecker genannt Döhmann, I., &#38; Burchard, C. (2023). Mining legal arguments in court decisions. <i>Artificial Intelligence and Law</i>. <a href=\"https://doi.org/10.1007/s10506-023-09361-y\">https://doi.org/10.1007/s10506-023-09361-y</a>"},"abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Identifying, classifying, and analyzing arguments in legal discourse has been a prominent area of research since the inception of the argument mining field. However, there has been a major discrepancy between the way natural language processing (NLP) researchers model and annotate arguments in court decisions and the way legal experts understand and analyze legal argumentation. While computational approaches typically simplify arguments into generic premises and claims, arguments in legal research usually exhibit a rich typology that is important for gaining insights into the particular case and applications of law in general. We address this problem and make several substantial contributions to move the field forward. First, we design a new annotation scheme for legal arguments in proceedings of the European Court of Human Rights (ECHR) that is deeply rooted in the theory and practice of legal argumentation research. Second, we compile and annotate a large corpus of 373 court decisions (2.3M tokens and 15k annotated argument spans). Finally, we train an argument mining model that outperforms state-of-the-art models in the legal NLP domain and provide a thorough expert-based evaluation. All datasets and source codes are available under open lincenses at <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"uri\" xlink:href=\"https://github.com/trusthlt/mining-legal-arguments\">https://github.com/trusthlt/mining-legal-arguments</jats:ext-link>.</jats:p>","lang":"eng"}],"_id":"48290","language":[{"iso":"eng"}],"publisher":"Springer Science and Business Media LLC","doi":"10.1007/s10506-023-09361-y","user_id":"15504","year":"2023","title":"Mining legal arguments in court decisions","status":"public","publication_identifier":{"issn":["0924-8463","1572-8382"]},"author":[{"last_name":"Habernal","first_name":"Ivan","full_name":"Habernal, Ivan","id":"101881"},{"full_name":"Faber, Daniel","last_name":"Faber","first_name":"Daniel"},{"first_name":"Nicola","last_name":"Recchia","full_name":"Recchia, Nicola"},{"first_name":"Sebastian","last_name":"Bretthauer","full_name":"Bretthauer, Sebastian"},{"last_name":"Gurevych","first_name":"Iryna","full_name":"Gurevych, Iryna"},{"full_name":"Spiecker genannt Döhmann, Indra","last_name":"Spiecker genannt Döhmann","first_name":"Indra"},{"first_name":"Christoph","last_name":"Burchard","full_name":"Burchard, Christoph"}],"date_updated":"2023-10-19T12:10:02Z","publication_status":"published"},{"citation":{"apa":"Humpert, L., Tihlarik, A., Wäschle, M., Anacker, H., Dumitrescu, R., Albers, A., Röbenack, S., &#38; Pfeifer, S. (2023). Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts. <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>. IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)., Rabat, Marokko.","ieee":"L. Humpert <i>et al.</i>, “Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)., Rabat, Marokko, 2023.","chicago":"Humpert, Lynn, Amelie Tihlarik, Moritz Wäschle, Harald Anacker, Roman Dumitrescu, Albert Albers, Silke Röbenack, and Sabine Pfeifer. “Investigating the Potential of Artificial Intelligence for the Employee from the Perspective of AI-Experts.” In <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>, 2023.","short":"L. Humpert, A. Tihlarik, M. Wäschle, H. Anacker, R. Dumitrescu, A. Albers, S. Röbenack, S. Pfeifer, in: IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), 2023.","mla":"Humpert, Lynn, et al. “Investigating the Potential of Artificial Intelligence for the Employee from the Perspective of AI-Experts.” <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>, 2023.","ama":"Humpert L, Tihlarik A, Wäschle M, et al. Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts. In: <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>. ; 2023.","bibtex":"@inproceedings{Humpert_Tihlarik_Wäschle_Anacker_Dumitrescu_Albers_Röbenack_Pfeifer_2023, title={Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts}, booktitle={IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)}, author={Humpert, Lynn and Tihlarik, Amelie and Wäschle, Moritz and Anacker, Harald and Dumitrescu, Roman and Albers, Albert and Röbenack, Silke and Pfeifer, Sabine}, year={2023} }"},"publication":"IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)","department":[{"_id":"563"}],"type":"conference","date_created":"2023-10-24T11:36:38Z","date_updated":"2023-10-24T11:36:42Z","author":[{"full_name":"Humpert, Lynn","first_name":"Lynn","last_name":"Humpert"},{"full_name":"Tihlarik, Amelie","first_name":"Amelie","last_name":"Tihlarik"},{"full_name":"Wäschle, Moritz","first_name":"Moritz","last_name":"Wäschle"},{"last_name":"Anacker","first_name":"Harald","full_name":"Anacker, Harald"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"},{"first_name":"Albert","last_name":"Albers","full_name":"Albers, Albert"},{"first_name":"Silke","last_name":"Röbenack","full_name":"Röbenack, Silke"},{"full_name":"Pfeifer, Sabine","last_name":"Pfeifer","first_name":"Sabine"}],"conference":{"end_date":"2023-11-24","location":"Rabat, Marokko","start_date":"2023-11-22","name":"IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)."},"status":"public","year":"2023","title":"Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts","user_id":"15782","_id":"48422","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"_id":"48421","user_id":"15782","conference":{"end_date":"2023-11-24","location":"Rabat, Marokko","start_date":"2023-11-22","name":"IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)"},"author":[{"full_name":"Humpert, Lynn","last_name":"Humpert","first_name":"Lynn"},{"first_name":"Kristin","last_name":"Zagatta","full_name":"Zagatta, Kristin"},{"full_name":"Anacker, Harald","last_name":"Anacker","first_name":"Harald"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"status":"public","title":"Identification of fields of action for validation in Systems Engineering","year":"2023","date_updated":"2023-10-24T11:32:33Z","date_created":"2023-10-24T11:32:27Z","department":[{"_id":"563"}],"type":"conference","citation":{"chicago":"Humpert, Lynn, Kristin Zagatta, Harald Anacker, and Roman Dumitrescu. “Identification of Fields of Action for Validation in Systems Engineering.” In <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>, 2023.","short":"L. Humpert, K. Zagatta, H. Anacker, R. Dumitrescu, in: IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), 2023.","ieee":"L. Humpert, K. Zagatta, H. Anacker, and R. Dumitrescu, “Identification of fields of action for validation in Systems Engineering,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), Rabat, Marokko, 2023.","apa":"Humpert, L., Zagatta, K., Anacker, H., &#38; Dumitrescu, R. (2023). Identification of fields of action for validation in Systems Engineering. <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>. IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), Rabat, Marokko.","bibtex":"@inproceedings{Humpert_Zagatta_Anacker_Dumitrescu_2023, title={Identification of fields of action for validation in Systems Engineering}, booktitle={IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)}, author={Humpert, Lynn and Zagatta, Kristin and Anacker, Harald and Dumitrescu, Roman}, year={2023} }","ama":"Humpert L, Zagatta K, Anacker H, Dumitrescu R. Identification of fields of action for validation in Systems Engineering. In: <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>. ; 2023.","mla":"Humpert, Lynn, et al. “Identification of Fields of Action for Validation in Systems Engineering.” <i>IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>, 2023."},"publication":"IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)"},{"language":[{"iso":"eng"}],"_id":"48427","user_id":"15782","conference":{"end_date":"2023-08-26","location":"Dublin, Ireland","start_date":"2023-08-20","name":"72nd CIRP General Assembly"},"author":[{"first_name":"Stefan","last_name":"Gabriel","full_name":"Gabriel, Stefan"},{"full_name":"Kühn, Arno","first_name":"Arno","last_name":"Kühn"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"}],"status":"public","year":"2023","title":"Strategic planning of the collaboration between humans and artificial intelligence in production","date_updated":"2023-10-24T12:00:16Z","date_created":"2023-10-24T12:00:10Z","department":[{"_id":"563"}],"type":"conference","citation":{"bibtex":"@inproceedings{Gabriel_Kühn_Dumitrescu_2023, title={Strategic planning of the collaboration between humans and artificial intelligence in production}, booktitle={Procedia CIRP}, author={Gabriel, Stefan and Kühn, Arno and Dumitrescu, Roman}, year={2023} }","ama":"Gabriel S, Kühn A, Dumitrescu R. Strategic planning of the collaboration between humans and artificial intelligence in production. In: <i>Procedia CIRP</i>. ; 2023.","mla":"Gabriel, Stefan, et al. “Strategic Planning of the Collaboration between Humans and Artificial Intelligence in Production.” <i>Procedia CIRP</i>, 2023.","chicago":"Gabriel, Stefan, Arno Kühn, and Roman Dumitrescu. “Strategic Planning of the Collaboration between Humans and Artificial Intelligence in Production.” In <i>Procedia CIRP</i>, 2023.","short":"S. Gabriel, A. Kühn, R. Dumitrescu, in: Procedia CIRP, 2023.","ieee":"S. Gabriel, A. Kühn, and R. Dumitrescu, “Strategic planning of the collaboration between humans and artificial intelligence in production,” presented at the 72nd CIRP General Assembly, Dublin, Ireland, 2023.","apa":"Gabriel, S., Kühn, A., &#38; Dumitrescu, R. (2023). Strategic planning of the collaboration between humans and artificial intelligence in production. <i>Procedia CIRP</i>. 72nd CIRP General Assembly, Dublin, Ireland."},"publication":"Procedia CIRP"},{"citation":{"bibtex":"@inproceedings{Mundt_Wilke_Anacker_Dumitrescu_2023, title={Principles for the effective application of Systems Engineering: A  systematic literature review and application use case}, author={Mundt, Enrik and Wilke, Daria and Anacker, Harald and Dumitrescu, Roman}, year={2023} }","ama":"Mundt E, Wilke D, Anacker H, Dumitrescu R. Principles for the effective application of Systems Engineering: A  systematic literature review and application use case. In: ; 2023.","mla":"Mundt, Enrik, et al. <i>Principles for the Effective Application of Systems Engineering: A  Systematic Literature Review and Application Use Case</i>. 2023.","short":"E. Mundt, D. Wilke, H. Anacker, R. Dumitrescu, in: 2023.","chicago":"Mundt, Enrik, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Principles for the Effective Application of Systems Engineering: A  Systematic Literature Review and Application Use Case,” 2023.","ieee":"E. Mundt, D. Wilke, H. Anacker, and R. Dumitrescu, “Principles for the effective application of Systems Engineering: A  systematic literature review and application use case,” presented at the IEEE SMC, Maui, Hawaii, 2023.","apa":"Mundt, E., Wilke, D., Anacker, H., &#38; Dumitrescu, R. (2023). <i>Principles for the effective application of Systems Engineering: A  systematic literature review and application use case</i>. IEEE SMC, Maui, Hawaii."},"date_created":"2023-10-24T11:52:41Z","department":[{"_id":"563"}],"type":"conference","conference":{"location":"Maui, Hawaii","start_date":"2023-10-01","name":"IEEE SMC","end_date":"2023-10-4"},"author":[{"last_name":"Mundt","first_name":"Enrik","full_name":"Mundt, Enrik"},{"full_name":"Wilke, Daria","last_name":"Wilke","first_name":"Daria"},{"last_name":"Anacker","first_name":"Harald","full_name":"Anacker, Harald"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"title":"Principles for the effective application of Systems Engineering: A  systematic literature review and application use case","status":"public","year":"2023","date_updated":"2023-10-24T12:12:31Z","language":[{"iso":"eng"}],"_id":"48425","user_id":"15782"},{"year":"2023","status":"public","title":"Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens","conference":{"location":"Würzburg","name":"TdSE 2023","start_date":"2023-11-15","end_date":"2023-11-17"},"author":[{"last_name":"Tekaat","first_name":"Julian","full_name":"Tekaat, Julian"},{"last_name":"Wilke","first_name":"Daria","full_name":"Wilke, Daria"},{"first_name":"Harald","last_name":"Anacker","full_name":"Anacker, Harald"},{"id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu"}],"date_updated":"2023-10-24T11:56:55Z","_id":"48426","language":[{"iso":"eng"}],"user_id":"15782","citation":{"chicago":"Tekaat, Julian, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Integration von Design Thinking in Systems Engineering Mit Hilfe Des Systemdenkens,” 2023.","short":"J. Tekaat, D. Wilke, H. Anacker, R. Dumitrescu, in: 2023.","ieee":"J. Tekaat, D. Wilke, H. Anacker, and R. Dumitrescu, “Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens,” presented at the TdSE 2023, Würzburg, 2023.","apa":"Tekaat, J., Wilke, D., Anacker, H., &#38; Dumitrescu, R. (2023). <i>Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens</i>. TdSE 2023, Würzburg.","bibtex":"@inproceedings{Tekaat_Wilke_Anacker_Dumitrescu_2023, title={Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens}, author={Tekaat, Julian and Wilke, Daria and Anacker, Harald and Dumitrescu, Roman}, year={2023} }","ama":"Tekaat J, Wilke D, Anacker H, Dumitrescu R. Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens. In: ; 2023.","mla":"Tekaat, Julian, et al. <i>Integration von Design Thinking in Systems Engineering Mit Hilfe Des Systemdenkens</i>. 2023."},"date_created":"2023-10-24T11:56:41Z","type":"conference","department":[{"_id":"563"}]},{"abstract":[{"lang":"eng","text":"The prediction of photon echoes is an important technique for gaining an understanding of optical quantum systems. However, this requires a large number of simulations with varying parameters and/or input pulses, which renders numerical studies expensive. This article investigates how we can use data-driven surrogate models based on the Koopman operator to accelerate this process. In order to be successful, we require a model that is accurate over a large number of time steps. To this end, we employ a bilinear Koopman model using extended dynamic mode decomposition and simulate the optical Bloch equations for an ensemble of inhomogeneously broadened two-level systems. Such systems are well suited to describe the excitation of excitonic resonances in semiconductor nanostructures, for example, ensembles of semiconductor quantum dots. We perform a detailed study on the required number of system simulations such that the resulting data-driven Koopman model is sufficiently accurate for a wide range of parameter settings. We analyze the L2 error and the relative error of the photon echo peak and investigate how the control positions relate to the stabilization. After proper training, the dynamics of the quantum ensemble can be predicted accurately and numerically very efficiently by our methods."}],"citation":{"mla":"Peitz, Sebastian, et al. <i>Accelerating the Analysis of Optical Quantum Systems Using the Koopman Operator</i>. 2023.","bibtex":"@article{Peitz_Hunstig_Rose_Meier_2023, title={Accelerating the analysis of optical quantum systems using the Koopman operator}, author={Peitz, Sebastian and Hunstig, Anna and Rose, Hendrik and Meier, Torsten}, year={2023} }","ama":"Peitz S, Hunstig A, Rose H, Meier T. Accelerating the analysis of optical quantum systems using the Koopman operator. Published online 2023.","ieee":"S. Peitz, A. Hunstig, H. Rose, and T. Meier, “Accelerating the analysis of optical quantum systems using the Koopman operator.” 2023.","apa":"Peitz, S., Hunstig, A., Rose, H., &#38; Meier, T. (2023). <i>Accelerating the analysis of optical quantum systems using the Koopman operator</i>.","chicago":"Peitz, Sebastian, Anna Hunstig, Hendrik Rose, and Torsten Meier. “Accelerating the Analysis of Optical Quantum Systems Using the Koopman Operator,” 2023.","short":"S. Peitz, A. Hunstig, H. Rose, T. Meier, (2023)."},"type":"preprint","department":[{"_id":"655"},{"_id":"623"}],"oa":"1","date_created":"2023-10-27T09:40:59Z","date_updated":"2023-10-27T10:05:07Z","title":"Accelerating the analysis of optical quantum systems using the Koopman operator","status":"public","year":"2023","author":[{"orcid":"0000-0002-3389-793X","last_name":"Peitz","first_name":"Sebastian","full_name":"Peitz, Sebastian","id":"47427"},{"last_name":"Hunstig","first_name":"Anna","full_name":"Hunstig, Anna"},{"last_name":"Rose","orcid":"0000-0002-3079-5428","first_name":"Hendrik","full_name":"Rose, Hendrik","id":"55958"},{"id":"344","last_name":"Meier","orcid":"0000-0001-8864-2072","first_name":"Torsten","full_name":"Meier, Torsten"}],"user_id":"47427","main_file_link":[{"url":"https://arxiv.org/pdf/2310.16578.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"_id":"48502"},{"year":"2023","title":"Class Expression Learning with Multiple Representations","status":"public","author":[{"full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","id":"65716"},{"last_name":"Demir","first_name":"Caglar","full_name":"Demir, Caglar","id":"43817"},{"id":"87189","full_name":"Kouagou, N'Dah Jean","first_name":"N'Dah Jean","last_name":"Kouagou"},{"last_name":"Heindorf","first_name":"Stefan","orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","id":"11871"},{"full_name":"Karalis, Nikoloas","last_name":"Karalis","first_name":"Nikoloas"},{"full_name":"Bigerl, Alexander","first_name":"Alexander","last_name":"Bigerl","id":"72857"}],"date_updated":"2023-11-21T08:06:20Z","page":"272–286","publisher":"IOS Press","_id":"46460","language":[{"iso":"eng"}],"user_id":"14931","publication":"Compendium of Neurosymbolic Artificial Intelligence","citation":{"ama":"Ngonga Ngomo A-C, Demir C, Kouagou NJ, Heindorf S, Karalis N, Bigerl A. Class Expression Learning with Multiple Representations. In: <i>Compendium of Neurosymbolic Artificial Intelligence</i>. IOS Press; 2023:272–286.","bibtex":"@inbook{Ngonga Ngomo_Demir_Kouagou_Heindorf_Karalis_Bigerl_2023, title={Class Expression Learning with Multiple Representations}, booktitle={Compendium of Neurosymbolic Artificial Intelligence}, publisher={IOS Press}, author={Ngonga Ngomo, Axel-Cyrille and Demir, Caglar and Kouagou, N’Dah Jean and Heindorf, Stefan and Karalis, Nikoloas and Bigerl, Alexander}, year={2023}, pages={272–286} }","mla":"Ngonga Ngomo, Axel-Cyrille, et al. “Class Expression Learning with Multiple Representations.” <i>Compendium of Neurosymbolic Artificial Intelligence</i>, IOS Press, 2023, pp. 272–286.","short":"A.-C. Ngonga Ngomo, C. Demir, N.J. Kouagou, S. Heindorf, N. Karalis, A. Bigerl, in: Compendium of Neurosymbolic Artificial Intelligence, IOS Press, 2023, pp. 272–286.","chicago":"Ngonga Ngomo, Axel-Cyrille, Caglar Demir, N’Dah Jean Kouagou, Stefan Heindorf, Nikoloas Karalis, and Alexander Bigerl. “Class Expression Learning with Multiple Representations.” In <i>Compendium of Neurosymbolic Artificial Intelligence</i>, 272–286. IOS Press, 2023.","apa":"Ngonga Ngomo, A.-C., Demir, C., Kouagou, N. J., Heindorf, S., Karalis, N., &#38; Bigerl, A. (2023). Class Expression Learning with Multiple Representations. In <i>Compendium of Neurosymbolic Artificial Intelligence</i> (pp. 272–286). IOS Press.","ieee":"A.-C. Ngonga Ngomo, C. Demir, N. J. Kouagou, S. Heindorf, N. Karalis, and A. Bigerl, “Class Expression Learning with Multiple Representations,” in <i>Compendium of Neurosymbolic Artificial Intelligence</i>, IOS Press, 2023, pp. 272–286."},"date_created":"2023-08-08T11:49:51Z","type":"book_chapter","department":[{"_id":"760"},{"_id":"574"}]},{"citation":{"bibtex":"@article{Scholtysik_Koldewey_Rohde_Dumitrescu_2023, title={Integrative conceptualization of products and business models for the circular economy: A systematic literature review}, volume={119}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.03.129\">10.1016/j.procir.2023.03.129</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Scholtysik, Michel and Koldewey, Christian and Rohde, Malte and Dumitrescu, Roman}, year={2023}, pages={841–846} }","chicago":"Scholtysik, Michel, Christian Koldewey, Malte Rohde, and Roman Dumitrescu. “Integrative Conceptualization of Products and Business Models for the Circular Economy: A Systematic Literature Review.” <i>Procedia CIRP</i> 119 (2023): 841–46. <a href=\"https://doi.org/10.1016/j.procir.2023.03.129\">https://doi.org/10.1016/j.procir.2023.03.129</a>.","ama":"Scholtysik M, Koldewey C, Rohde M, Dumitrescu R. Integrative conceptualization of products and business models for the circular economy: A systematic literature review. <i>Procedia CIRP</i>. 2023;119:841-846. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.03.129\">10.1016/j.procir.2023.03.129</a>","short":"M. Scholtysik, C. Koldewey, M. Rohde, R. Dumitrescu, Procedia CIRP 119 (2023) 841–846.","ieee":"M. Scholtysik, C. Koldewey, M. Rohde, and R. Dumitrescu, “Integrative conceptualization of products and business models for the circular economy: A systematic literature review,” <i>Procedia CIRP</i>, vol. 119, pp. 841–846, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.03.129\">10.1016/j.procir.2023.03.129</a>.","mla":"Scholtysik, Michel, et al. “Integrative Conceptualization of Products and Business Models for the Circular Economy: A Systematic Literature Review.” <i>Procedia CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 841–46, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.03.129\">10.1016/j.procir.2023.03.129</a>.","apa":"Scholtysik, M., Koldewey, C., Rohde, M., &#38; Dumitrescu, R. (2023). Integrative conceptualization of products and business models for the circular economy: A systematic literature review. <i>Procedia CIRP</i>, <i>119</i>, 841–846. <a href=\"https://doi.org/10.1016/j.procir.2023.03.129\">https://doi.org/10.1016/j.procir.2023.03.129</a>"},"status":"public","volume":119,"user_id":"50562","publisher":"Elsevier BV","_id":"47854","page":"841-846","publication":"Procedia CIRP","department":[{"_id":"563"}],"keyword":["General Medicine"],"type":"journal_article","date_created":"2023-10-09T06:27:05Z","intvolume":"       119","publication_status":"published","date_updated":"2023-11-30T10:50:49Z","author":[{"id":"50562","first_name":"Michel","last_name":"Scholtysik","full_name":"Scholtysik, Michel"},{"id":"43136","full_name":"Koldewey, Christian","first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399"},{"full_name":"Rohde, Malte","last_name":"Rohde","first_name":"Malte"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"publication_identifier":{"issn":["2212-8271"]},"title":"Integrative conceptualization of products and business models for the circular economy: A systematic literature review","year":"2023","doi":"10.1016/j.procir.2023.03.129","language":[{"iso":"eng"}]},{"user_id":"50562","alternative_title":["Leitfaden zur Strategieentwicklung, Auswirkungsanalyse und Umsetzungsplanung"],"_id":"47855","language":[{"iso":"eng"}],"date_updated":"2023-11-30T10:51:49Z","status":"public","title":"Die Transformation zum Smart Service-Anbieter","year":"2023","author":[{"full_name":"Scholtysik, Michel","first_name":"Michel","last_name":"Scholtysik","id":"50562"},{"full_name":"Koldewey, Christian","first_name":"Christian","last_name":"Koldewey"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"},{"full_name":"Rasor, Anja","first_name":"Anja","last_name":"Rasor"},{"full_name":"Ködding, Patrick","last_name":"Ködding","first_name":"Patrick"},{"full_name":"Wegel, Arthur","first_name":"Arthur","last_name":"Wegel"},{"first_name":"Lena","last_name":"Fischer","full_name":"Fischer, Lena"}],"type":"report","department":[{"_id":"563"}],"date_created":"2023-10-09T06:29:11Z","citation":{"ama":"Scholtysik M, Koldewey C, Dumitrescu R, et al. <i>Die Transformation Zum Smart Service-Anbieter</i>.; 2023.","bibtex":"@book{Scholtysik_Koldewey_Dumitrescu_Rasor_Ködding_Wegel_Fischer_2023, title={Die Transformation zum Smart Service-Anbieter}, author={Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman and Rasor, Anja and Ködding, Patrick and Wegel, Arthur and Fischer, Lena}, year={2023} }","mla":"Scholtysik, Michel, et al. <i>Die Transformation Zum Smart Service-Anbieter</i>. 2023.","short":"M. Scholtysik, C. Koldewey, R. Dumitrescu, A. Rasor, P. Ködding, A. Wegel, L. Fischer, Die Transformation Zum Smart Service-Anbieter, 2023.","chicago":"Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Anja Rasor, Patrick Ködding, Arthur Wegel, and Lena Fischer. <i>Die Transformation Zum Smart Service-Anbieter</i>, 2023.","apa":"Scholtysik, M., Koldewey, C., Dumitrescu, R., Rasor, A., Ködding, P., Wegel, A., &#38; Fischer, L. (2023). <i>Die Transformation zum Smart Service-Anbieter</i>.","ieee":"M. Scholtysik <i>et al.</i>, <i>Die Transformation zum Smart Service-Anbieter</i>. 2023."}},{"citation":{"ieee":"M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, and C. Hensen, “Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen,” 2023.","apa":"Scholtysik, M., Koldewey, C., Dumitrescu, R., Pierenkemper, C., &#38; Hensen, C. (2023). <i>Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen</i>.","chicago":"Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Christoph Pierenkemper, and Christian Hensen. “Einstieg in Die Kreislaufwirtschaft: Integrative Planung von Produkten Und Geschäftsmodellen,” 2023.","short":"M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, C. Hensen, in: 2023.","mla":"Scholtysik, Michel, et al. <i>Einstieg in Die Kreislaufwirtschaft: Integrative Planung von Produkten Und Geschäftsmodellen</i>. 2023.","bibtex":"@inproceedings{Scholtysik_Koldewey_Dumitrescu_Pierenkemper_Hensen_2023, title={Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen}, author={Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman and Pierenkemper, Christoph and Hensen, Christian}, year={2023} }","ama":"Scholtysik M, Koldewey C, Dumitrescu R, Pierenkemper C, Hensen C. Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen. In: ; 2023."},"department":[{"_id":"563"}],"type":"conference","date_created":"2023-11-29T16:33:57Z","date_updated":"2023-11-30T10:51:31Z","author":[{"id":"50562","last_name":"Scholtysik","first_name":"Michel","full_name":"Scholtysik, Michel"},{"id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"},{"last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190"},{"first_name":"Christoph","last_name":"Pierenkemper","full_name":"Pierenkemper, Christoph"},{"first_name":"Christian","last_name":"Hensen","full_name":"Hensen, Christian"}],"title":"Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen","status":"public","year":"2023","user_id":"50562","_id":"49349","language":[{"iso":"eng"}]},{"date_created":"2023-11-29T10:08:06Z","type":"conference","department":[{"_id":"563"}],"publication":"Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23","citation":{"ama":"Ködding P, Tissen D, Koldewey C. A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production. In: <i>Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>. Elsevier Ltd.","bibtex":"@inproceedings{Ködding_Tissen_Koldewey, title={A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production}, booktitle={Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23}, publisher={Elsevier Ltd.}, author={Ködding, Patrick and Tissen, Denis and Koldewey, Christian} }","mla":"Ködding, Patrick, et al. “A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production.” <i>Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>, Elsevier Ltd.","chicago":"Ködding, Patrick, Denis Tissen, and Christian Koldewey. “A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production.” In <i>Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>. Elsevier Ltd., n.d.","short":"P. Ködding, D. Tissen, C. Koldewey, in: Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Elsevier Ltd., n.d.","apa":"Ködding, P., Tissen, D., &#38; Koldewey, C. (n.d.). A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production. <i>Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>. 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Capetown, South Africa.","ieee":"P. Ködding, D. Tissen, and C. Koldewey, “A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production,” presented at the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Capetown, South Africa."},"_id":"49322","publisher":"Elsevier Ltd.","language":[{"iso":"eng"}],"user_id":"44458","year":"2023","status":"public","title":"A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production","conference":{"end_date":"2023-10-26","location":"Capetown, South Africa","name":"56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23","start_date":"2023-10-24"},"author":[{"id":"45402","full_name":"Ködding, Patrick","first_name":"Patrick","last_name":"Ködding"},{"id":"44458","first_name":"Denis","last_name":"Tissen","full_name":"Tissen, Denis"},{"id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"}],"date_updated":"2023-11-30T11:45:06Z","publication_status":"inpress"},{"publication":"5th Conference on Production Systems and Logistics ","citation":{"mla":"Brock, Jonathan, et al. “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach.” <i>5th Conference on Production Systems and Logistics </i>, 2023.","bibtex":"@inproceedings{Brock_Rempe_von Enzberg_Kühn_Dumitrescu_2023, title={A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach}, booktitle={5th Conference on Production Systems and Logistics }, author={Brock, Jonathan and Rempe, Niclas and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023} }","ama":"Brock J, Rempe N, von Enzberg S, Kühn A, Dumitrescu R. A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach. In: <i>5th Conference on Production Systems and Logistics </i>. ; 2023.","ieee":"J. Brock, N. Rempe, S. von Enzberg, A. Kühn, and R. Dumitrescu, “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach,” presented at the CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 , STELLENBOSCH,  SOUTH AFRICA, 2023.","apa":"Brock, J., Rempe, N., von Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2023). A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach. <i>5th Conference on Production Systems and Logistics </i>. CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 , STELLENBOSCH,  SOUTH AFRICA.","short":"J. Brock, N. Rempe, S. von Enzberg, A. Kühn, R. Dumitrescu, in: 5th Conference on Production Systems and Logistics , 2023.","chicago":"Brock, Jonathan, Niclas Rempe, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach.” In <i>5th Conference on Production Systems and Logistics </i>, 2023."},"date_created":"2023-11-30T11:11:44Z","type":"conference","department":[{"_id":"563"}],"year":"2023","status":"public","title":"A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach","author":[{"full_name":"Brock, Jonathan","last_name":"Brock","first_name":"Jonathan"},{"full_name":"Rempe, Niclas","last_name":"Rempe","first_name":"Niclas"},{"full_name":"von Enzberg, Sebastian","first_name":"Sebastian","last_name":"von Enzberg"},{"full_name":"Kühn, Arno","first_name":"Arno","last_name":"Kühn"},{"last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190"}],"conference":{"start_date":"2023-11-14","name":"CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 ","location":"STELLENBOSCH,  SOUTH AFRICA","end_date":"2023-11-17"},"date_updated":"2023-11-30T11:11:48Z","language":[{"iso":"eng"}],"_id":"49365","user_id":"15782"},{"citation":{"mla":"Weller, Julian, et al. “Conceptual Framework for Prescriptive Analytics Based on Decision Theory.” <i>IEEE ADACIS 2023</i>, 2023.","bibtex":"@inproceedings{Weller_Migenda_Wegel_Kohlhase_Schenk_Dumitrescu_2023, title={Conceptual Framework for Prescriptive Analytics based on decision Theory}, booktitle={IEEE ADACIS 2023}, author={Weller, Julian and Migenda, Nico and Wegel, Arthur and Kohlhase, Martin and Schenk, Wolfram and Dumitrescu, Roman}, year={2023} }","ama":"Weller J, Migenda N, Wegel A, Kohlhase M, Schenk W, Dumitrescu R. Conceptual Framework for Prescriptive Analytics based on decision Theory. In: <i>IEEE ADACIS 2023</i>. ; 2023.","ieee":"J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, and R. Dumitrescu, “Conceptual Framework for Prescriptive Analytics based on decision Theory,” presented at the The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems, Marrakesh, Marokko, 2023.","apa":"Weller, J., Migenda, N., Wegel, A., Kohlhase, M., Schenk, W., &#38; Dumitrescu, R. (2023). Conceptual Framework for Prescriptive Analytics based on decision Theory. <i>IEEE ADACIS 2023</i>. The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems, Marrakesh, Marokko.","chicago":"Weller, Julian, Nico Migenda, Arthur Wegel, Martin Kohlhase, Wolfram Schenk, and Roman Dumitrescu. “Conceptual Framework for Prescriptive Analytics Based on Decision Theory.” In <i>IEEE ADACIS 2023</i>, 2023.","short":"J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, R. Dumitrescu, in: IEEE ADACIS 2023, 2023."},"publication":"IEEE ADACIS 2023","department":[{"_id":"563"}],"type":"conference","date_created":"2023-11-30T10:33:42Z","date_updated":"2023-11-30T11:30:06Z","author":[{"full_name":"Weller, Julian","last_name":"Weller","first_name":"Julian"},{"last_name":"Migenda","first_name":"Nico","full_name":"Migenda, Nico"},{"full_name":"Wegel, Arthur","last_name":"Wegel","first_name":"Arthur"},{"full_name":"Kohlhase, Martin","first_name":"Martin","last_name":"Kohlhase"},{"full_name":"Schenk, Wolfram","first_name":"Wolfram","last_name":"Schenk"},{"last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190"}],"conference":{"location":"Marrakesh, Marokko","start_date":"2023-11-23","name":"The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems","end_date":"2023-11-25"},"year":"2023","status":"public","title":"Conceptual Framework for Prescriptive Analytics based on decision Theory","user_id":"15782","_id":"49362","language":[{"iso":"eng"}]}]