[{"user_id":"16148","language":[{"iso":"eng"}],"_id":"48532","date_updated":"2023-10-29T09:28:48Z","year":"2023","title":"Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators","status":"public","author":[{"first_name":"Godiana Hagile","last_name":"Philipo","full_name":"Philipo, Godiana Hagile","id":"88505"},{"full_name":"Kakande, Josephine Nakato","first_name":"Josephine Nakato","last_name":"Kakande","id":"88649"},{"first_name":"Stefan","orcid":"0000-0002-3594-260X","last_name":"Krauter","full_name":"Krauter, Stefan","id":"28836"}],"conference":{"location":"Marrakech, Morocco","start_date":"2023-11-06","name":"2023 IEEE PES/IAS PowerAfrica Conference","end_date":"2023-11-10"},"type":"conference","department":[{"_id":"53"}],"date_created":"2023-10-27T13:33:09Z","publication":"Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference","citation":{"bibtex":"@inproceedings{Philipo_Kakande_Krauter_2023, title={Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators}, booktitle={Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference}, author={Philipo, Godiana Hagile and Kakande, Josephine Nakato and Krauter, Stefan}, year={2023} }","ama":"Philipo GH, Kakande JN, Krauter S. Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators. In: <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>. ; 2023.","mla":"Philipo, Godiana Hagile, et al. “Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators.” <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>, 2023.","short":"G.H. Philipo, J.N. Kakande, S. Krauter, in: Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference, 2023.","chicago":"Philipo, Godiana Hagile, Josephine Nakato Kakande, and Stefan Krauter. “Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators.” In <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>, 2023.","ieee":"G. H. Philipo, J. N. Kakande, and S. Krauter, “Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators,” presented at the 2023 IEEE PES/IAS PowerAfrica Conference, Marrakech, Morocco, 2023.","apa":"Philipo, G. H., Kakande, J. N., &#38; Krauter, S. (2023). Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators. <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>. 2023 IEEE PES/IAS PowerAfrica Conference, Marrakech, Morocco."}},{"_id":"48533","language":[{"iso":"eng"}],"user_id":"16148","author":[{"first_name":"Josephine Nakato","last_name":"Kakande","full_name":"Kakande, Josephine Nakato","id":"88649"},{"id":"88505","first_name":"Godiana Hagile","last_name":"Philipo","full_name":"Philipo, Godiana Hagile"},{"id":"28836","first_name":"Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X","full_name":"Krauter, Stefan"}],"conference":{"start_date":"2023-11-06","name":"2023 IEEE PES/IAS PowerAfrica Conference","location":"Marrakech, Morocco","end_date":"2023-11-10"},"status":"public","year":"2023","title":"Demand side management potential of refrigeration appliances","date_updated":"2023-10-29T09:26:55Z","date_created":"2023-10-27T13:35:46Z","department":[{"_id":"53"}],"type":"conference","citation":{"ama":"Kakande JN, Philipo GH, Krauter S. Demand side management potential of refrigeration appliances. In: <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>. ; 2023.","bibtex":"@inproceedings{Kakande_Philipo_Krauter_2023, title={Demand side management potential of refrigeration appliances}, booktitle={Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference}, author={Kakande, Josephine Nakato and Philipo, Godiana Hagile and Krauter, Stefan}, year={2023} }","mla":"Kakande, Josephine Nakato, et al. “Demand Side Management Potential of Refrigeration Appliances.” <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>, 2023.","short":"J.N. Kakande, G.H. Philipo, S. Krauter, in: Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference, 2023.","chicago":"Kakande, Josephine Nakato, Godiana Hagile Philipo, and Stefan Krauter. “Demand Side Management Potential of Refrigeration Appliances.” In <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>, 2023.","apa":"Kakande, J. N., Philipo, G. H., &#38; Krauter, S. (2023). Demand side management potential of refrigeration appliances. <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>. 2023 IEEE PES/IAS PowerAfrica Conference, Marrakech, Morocco.","ieee":"J. N. Kakande, G. H. Philipo, and S. Krauter, “Demand side management potential of refrigeration appliances,” presented at the 2023 IEEE PES/IAS PowerAfrica Conference, Marrakech, Morocco, 2023."},"publication":"Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference"},{"date_created":"2023-10-27T13:30:45Z","department":[{"_id":"53"}],"type":"conference","citation":{"short":"G.H. Philipo, J.N. Kakande, S. Krauter, in: Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya, 2023.","chicago":"Philipo, Godiana Hagile, Josephine Nakato Kakande, and Stefan Krauter. “Demand-Side-Management for Optimal Dispatch of an Isolated Solar Microgrid.” In <i>Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya</i>, 2023.","ieee":"G. H. Philipo, J. N. Kakande, and S. Krauter, “Demand-Side-Management for Optimal dispatch of an Isolated Solar Microgrid,” presented at the IEEE AFRICON,  Nairobi, Kenya, 2023.","apa":"Philipo, G. H., Kakande, J. N., &#38; Krauter, S. (2023). Demand-Side-Management for Optimal dispatch of an Isolated Solar Microgrid. <i>Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya</i>. IEEE AFRICON,  Nairobi, Kenya.","bibtex":"@inproceedings{Philipo_Kakande_Krauter_2023, title={Demand-Side-Management for Optimal dispatch of an Isolated Solar Microgrid}, booktitle={Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya}, author={Philipo, Godiana Hagile and Kakande, Josephine Nakato and Krauter, Stefan}, year={2023} }","ama":"Philipo GH, Kakande JN, Krauter S. Demand-Side-Management for Optimal dispatch of an Isolated Solar Microgrid. In: <i>Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya</i>. ; 2023.","mla":"Philipo, Godiana Hagile, et al. “Demand-Side-Management for Optimal Dispatch of an Isolated Solar Microgrid.” <i>Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya</i>, 2023."},"publication":"Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya","language":[{"iso":"eng"}],"_id":"48531","user_id":"16148","conference":{"location":" Nairobi, Kenya","name":"IEEE AFRICON","start_date":"2023-09-20","end_date":"2023-09-22"},"author":[{"id":"88505","last_name":"Philipo","first_name":"Godiana Hagile","full_name":"Philipo, Godiana Hagile"},{"full_name":"Kakande, Josephine Nakato","last_name":"Kakande","first_name":"Josephine Nakato","id":"88649"},{"full_name":"Krauter, Stefan","orcid":"0000-0002-3594-260X","first_name":"Stefan","last_name":"Krauter","id":"28836"}],"year":"2023","title":"Demand-Side-Management for Optimal dispatch of an Isolated Solar Microgrid","status":"public","date_updated":"2023-10-29T09:28:15Z"},{"intvolume":"        31","article_type":"original","date_updated":"2023-11-15T12:16:11Z","publication_status":"published","publication_identifier":{"issn":["2329-9290","2329-9304"]},"author":[{"last_name":"von Neumann","first_name":"Thilo","orcid":"https://orcid.org/0000-0002-7717-8670","full_name":"von Neumann, Thilo","id":"49870"},{"first_name":"Keisuke","last_name":"Kinoshita","full_name":"Kinoshita, Keisuke"},{"id":"40767","full_name":"Boeddeker, Christoph","first_name":"Christoph","last_name":"Boeddeker"},{"full_name":"Delcroix, Marc","first_name":"Marc","last_name":"Delcroix"},{"id":"242","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold"}],"title":"Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria","year":"2023","doi":"10.1109/taslp.2022.3228629","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Continuous Speech Separation (CSS) has been proposed to address speech overlaps during the analysis of realistic meeting-like conversations by eliminating any overlaps before further processing.\r\nCSS separates a recording of arbitrarily many speakers into a small number of overlap-free output channels, where each output channel may contain speech of multiple speakers.\r\nThis is often done by applying a conventional separation model trained with Utterance-level Permutation Invariant Training (uPIT), which exclusively maps a speaker to an output channel, in sliding window approach called stitching.\r\nRecently, we introduced an alternative training scheme called Graph-PIT that teaches the separation network to directly produce output streams in the required format without stitching.\r\nIt can handle an arbitrary number of speakers as long as never more of them overlap at the same time than the separator has output channels.\r\nIn this contribution, we further investigate the Graph-PIT training scheme.\r\nWe show in extended experiments that models trained with Graph-PIT also work in challenging reverberant conditions.\r\nModels trained in this way are able to perform segment-less CSS, i.e., without stitching, and achieve comparable and often better separation quality than the conventional CSS with uPIT and stitching.\r\nWe simplify the training schedule for Graph-PIT with the recently proposed Source Aggregated Signal-to-Distortion Ratio (SA-SDR) loss.\r\nIt eliminates unfavorable properties of the previously used A-SDR loss and thus enables training with Graph-PIT from scratch.\r\nGraph-PIT training relaxes the constraints w.r.t. the allowed numbers of speakers and speaking patterns which allows using a larger variety of training data.\r\nFurthermore, we introduce novel signal-level evaluation metrics for meeting scenarios, namely the source-aggregated scale- and convolution-invariant Signal-to-Distortion Ratio (SA-SI-SDR and SA-CI-SDR), which are generalizations of the commonly used SDR-based metrics for the CSS case."}],"publication":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","department":[{"_id":"54"}],"type":"journal_article","keyword":["Continuous Speech Separation","Source Separation","Graph-PIT","Dynamic Programming","Permutation Invariant Training"],"date_created":"2023-01-09T17:24:17Z","file":[{"relation":"main_file","date_updated":"2023-01-11T08:50:19Z","file_name":"main.pdf","access_level":"open_access","file_size":7185077,"file_id":"35607","content_type":"application/pdf","creator":"haebumb","date_created":"2023-01-09T17:46:05Z"}],"has_accepted_license":"1","status":"public","volume":31,"ddc":["000"],"user_id":"49870","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","_id":"35602","page":"576-589","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"quality_controlled":"1","citation":{"apa":"von Neumann, T., Kinoshita, K., Boeddeker, C., Delcroix, M., &#38; Haeb-Umbach, R. (2023). Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria. <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>, <i>31</i>, 576–589. <a href=\"https://doi.org/10.1109/taslp.2022.3228629\">https://doi.org/10.1109/taslp.2022.3228629</a>","ieee":"T. von Neumann, K. Kinoshita, C. Boeddeker, M. Delcroix, and R. Haeb-Umbach, “Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria,” <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>, vol. 31, pp. 576–589, 2023, doi: <a href=\"https://doi.org/10.1109/taslp.2022.3228629\">10.1109/taslp.2022.3228629</a>.","chicago":"Neumann, Thilo von, Keisuke Kinoshita, Christoph Boeddeker, Marc Delcroix, and Reinhold Haeb-Umbach. “Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria.” <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i> 31 (2023): 576–89. <a href=\"https://doi.org/10.1109/taslp.2022.3228629\">https://doi.org/10.1109/taslp.2022.3228629</a>.","short":"T. von Neumann, K. Kinoshita, C. Boeddeker, M. Delcroix, R. Haeb-Umbach, IEEE/ACM Transactions on Audio, Speech, and Language Processing 31 (2023) 576–589.","mla":"von Neumann, Thilo, et al. “Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria.” <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>, vol. 31, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 576–89, doi:<a href=\"https://doi.org/10.1109/taslp.2022.3228629\">10.1109/taslp.2022.3228629</a>.","ama":"von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria. <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>. 2023;31:576-589. doi:<a href=\"https://doi.org/10.1109/taslp.2022.3228629\">10.1109/taslp.2022.3228629</a>","bibtex":"@article{von Neumann_Kinoshita_Boeddeker_Delcroix_Haeb-Umbach_2023, title={Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria}, volume={31}, DOI={<a href=\"https://doi.org/10.1109/taslp.2022.3228629\">10.1109/taslp.2022.3228629</a>}, journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={von Neumann, Thilo and Kinoshita, Keisuke and Boeddeker, Christoph and Delcroix, Marc and Haeb-Umbach, Reinhold}, year={2023}, pages={576–589} }"},"file_date_updated":"2023-01-11T08:50:19Z","oa":"1"},{"status":"public","title":"Class Expression Learning with Multiple Representations","year":"2023","author":[{"id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille"},{"last_name":"Demir","first_name":"Caglar","full_name":"Demir, Caglar","id":"43817"},{"id":"87189","full_name":"Kouagou, N'Dah Jean","last_name":"Kouagou","first_name":"N'Dah Jean"},{"full_name":"Heindorf, Stefan","last_name":"Heindorf","orcid":"0000-0002-4525-6865","first_name":"Stefan","id":"11871"},{"first_name":"Nikoloas","last_name":"Karalis","full_name":"Karalis, Nikoloas"},{"id":"72857","full_name":"Bigerl, Alexander","last_name":"Bigerl","first_name":"Alexander"}],"date_updated":"2023-11-21T08:06:20Z","page":"272–286","_id":"46460","publisher":"IOS Press","language":[{"iso":"eng"}],"user_id":"14931","publication":"Compendium of Neurosymbolic Artificial Intelligence","citation":{"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.","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.","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.","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} }","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.","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."},"date_created":"2023-08-08T11:49:51Z","type":"book_chapter","department":[{"_id":"760"},{"_id":"574"}]},{"file":[{"date_updated":"2023-11-22T07:58:49Z","relation":"main_file","access_level":"open_access","file_size":212317,"file_name":"asilomar.pdf","content_type":"application/pdf","file_id":"49110","creator":"schmalen","date_created":"2023-11-22T07:51:18Z"}],"date_created":"2023-11-22T07:52:29Z","type":"conference","keyword":["Diarization","time difference of arrival","ad-hoc acoustic sensor network","meeting transcription"],"department":[{"_id":"54"}],"publication":"Proc. Asilomar Conference on Signals, Systems, and Computers","abstract":[{"lang":"eng","text":"We propose a diarization system, that estimates “who spoke when” based on spatial information, to be used as a front-end of a meeting transcription system running on the signals gathered from an acoustic sensor network (ASN). Although the\r\nspatial distribution of the microphones is advantageous, exploiting the spatial diversity for diarization and signal enhancement is challenging, because the microphones’ positions are typically unknown, and the recorded signals are initially unsynchronized in general. Here, we approach these issues by first blindly synchronizing the signals and then estimating time differences of arrival (TDOAs). The TDOA information is exploited to estimate the speakers’ activity, even in the presence of multiple speakers being simultaneously active. This speaker activity information serves as a guide for a spatial mixture model, on which basis the individual speaker’s signals are extracted via beamforming. Finally, the extracted signals are forwarded to a speech recognizer. Additionally, a novel initialization scheme for spatial mixture models based on the TDOA estimates is proposed. Experiments conducted on real recordings from the LibriWASN data set have shown that our proposed system is advantageous compared to a system using a spatial mixture model, which does not make use\r\nof external diarization information."}],"language":[{"iso":"eng"}],"year":"2023","title":"Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks","author":[{"full_name":"Gburrek, Tobias","first_name":"Tobias","last_name":"Gburrek","id":"44006"},{"id":"460","last_name":"Schmalenstroeer","first_name":"Joerg","full_name":"Schmalenstroeer, Joerg"},{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","last_name":"Haeb-Umbach","id":"242"}],"date_updated":"2023-11-22T07:58:49Z","oa":"1","file_date_updated":"2023-11-22T07:58:49Z","citation":{"chicago":"Gburrek, Tobias, Joerg Schmalenstroeer, and Reinhold Haeb-Umbach. “Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks.” In <i>Proc. Asilomar Conference on Signals, Systems, and Computers</i>, 2023.","short":"T. Gburrek, J. Schmalenstroeer, R. Haeb-Umbach, in: Proc. Asilomar Conference on Signals, Systems, and Computers, 2023.","ieee":"T. Gburrek, J. Schmalenstroeer, and R. Haeb-Umbach, “Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks,” presented at the 57th Asilomar Conference on Signals, Systems, and Computers, 2023.","apa":"Gburrek, T., Schmalenstroeer, J., &#38; Haeb-Umbach, R. (2023). Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks. <i>Proc. Asilomar Conference on Signals, Systems, and Computers</i>. 57th Asilomar Conference on Signals, Systems, and Computers.","bibtex":"@inproceedings{Gburrek_Schmalenstroeer_Haeb-Umbach_2023, title={Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks}, booktitle={Proc. Asilomar Conference on Signals, Systems, and Computers}, author={Gburrek, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold}, year={2023} }","ama":"Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks. In: <i>Proc. Asilomar Conference on Signals, Systems, and Computers</i>. ; 2023.","mla":"Gburrek, Tobias, et al. “Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks.” <i>Proc. Asilomar Conference on Signals, Systems, and Computers</i>, 2023."},"quality_controlled":"1","_id":"49109","user_id":"460","ddc":["004"],"status":"public","conference":{"end_date":"2023-11-01","start_date":"2023-10-31","name":"57th Asilomar Conference on Signals, Systems, and Computers"},"has_accepted_license":"1"},{"status":"public","page":"841-846","_id":"47854","publisher":"Elsevier BV","user_id":"50562","volume":119,"citation":{"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>","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>.","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>.","short":"M. Scholtysik, C. Koldewey, M. Rohde, R. Dumitrescu, Procedia CIRP 119 (2023) 841–846.","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>","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>.","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} }"},"year":"2023","title":"Integrative conceptualization of products and business models for the circular economy: A systematic literature review","publication_identifier":{"issn":["2212-8271"]},"author":[{"full_name":"Scholtysik, Michel","first_name":"Michel","last_name":"Scholtysik","id":"50562"},{"id":"43136","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","full_name":"Koldewey, Christian"},{"last_name":"Rohde","first_name":"Malte","full_name":"Rohde, Malte"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"publication_status":"published","date_updated":"2023-11-30T10:50:49Z","intvolume":"       119","language":[{"iso":"eng"}],"doi":"10.1016/j.procir.2023.03.129","publication":"Procedia CIRP","date_created":"2023-10-09T06:27:05Z","type":"journal_article","keyword":["General Medicine"],"department":[{"_id":"563"}]},{"author":[{"id":"50562","full_name":"Scholtysik, Michel","first_name":"Michel","last_name":"Scholtysik"},{"full_name":"Koldewey, Christian","last_name":"Koldewey","first_name":"Christian"},{"last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"},{"first_name":"Anja","last_name":"Rasor","full_name":"Rasor, Anja"},{"first_name":"Patrick","last_name":"Ködding","full_name":"Ködding, Patrick"},{"first_name":"Arthur","last_name":"Wegel","full_name":"Wegel, Arthur"},{"last_name":"Fischer","first_name":"Lena","full_name":"Fischer, Lena"}],"year":"2023","status":"public","title":"Die Transformation zum Smart Service-Anbieter","date_updated":"2023-11-30T10:51:49Z","language":[{"iso":"eng"}],"_id":"47855","alternative_title":["Leitfaden zur Strategieentwicklung, Auswirkungsanalyse und Umsetzungsplanung"],"user_id":"50562","citation":{"ieee":"M. Scholtysik <i>et al.</i>, <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>.","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.","mla":"Scholtysik, Michel, 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} }","ama":"Scholtysik M, Koldewey C, Dumitrescu R, et al. <i>Die Transformation Zum Smart Service-Anbieter</i>.; 2023."},"date_created":"2023-10-09T06:29:11Z","department":[{"_id":"563"}],"type":"report"},{"title":"Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen","status":"public","year":"2023","author":[{"first_name":"Michel","last_name":"Scholtysik","full_name":"Scholtysik, Michel","id":"50562"},{"id":"43136","full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"},{"full_name":"Pierenkemper, Christoph","last_name":"Pierenkemper","first_name":"Christoph"},{"first_name":"Christian","last_name":"Hensen","full_name":"Hensen, Christian"}],"date_updated":"2023-11-30T10:51:31Z","language":[{"iso":"eng"}],"_id":"49349","user_id":"50562","citation":{"ama":"Scholtysik M, Koldewey C, Dumitrescu R, Pierenkemper C, Hensen C. Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen. In: ; 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} }","mla":"Scholtysik, Michel, et al. <i>Einstieg in Die Kreislaufwirtschaft: Integrative Planung von Produkten Und Geschäftsmodellen</i>. 2023.","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.","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>.","ieee":"M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, and C. Hensen, “Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen,” 2023."},"date_created":"2023-11-29T16:33:57Z","type":"conference","department":[{"_id":"563"}]},{"user_id":"44458","_id":"49322","publisher":"Elsevier Ltd.","language":[{"iso":"eng"}],"date_updated":"2023-11-30T11:45:06Z","publication_status":"inpress","status":"public","year":"2023","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","last_name":"Ködding","first_name":"Patrick","full_name":"Ködding, Patrick"},{"id":"44458","full_name":"Tissen, Denis","first_name":"Denis","last_name":"Tissen"},{"orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian","full_name":"Koldewey, Christian","id":"43136"}],"type":"conference","department":[{"_id":"563"}],"date_created":"2023-11-29T10:08:06Z","publication":"Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23","citation":{"short":"P. Ködding, D. Tissen, C. Koldewey, in: Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Elsevier Ltd., n.d.","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.","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.","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."}},{"citation":{"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.","short":"J. Brock, N. Rempe, S. von Enzberg, A. Kühn, R. Dumitrescu, in: 5th Conference on Production Systems and Logistics , 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.","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.","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."},"publication":"5th Conference on Production Systems and Logistics ","date_created":"2023-11-30T11:11:44Z","department":[{"_id":"563"}],"type":"conference","conference":{"location":"STELLENBOSCH,  SOUTH AFRICA","name":"CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 ","start_date":"2023-11-14","end_date":"2023-11-17"},"author":[{"last_name":"Brock","first_name":"Jonathan","full_name":"Brock, Jonathan"},{"first_name":"Niclas","last_name":"Rempe","full_name":"Rempe, Niclas"},{"first_name":"Sebastian","last_name":"von Enzberg","full_name":"von Enzberg, Sebastian"},{"last_name":"Kühn","first_name":"Arno","full_name":"Kühn, Arno"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"year":"2023","title":"A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach","status":"public","date_updated":"2023-11-30T11:11:48Z","language":[{"iso":"eng"}],"_id":"49365","user_id":"15782"},{"department":[{"_id":"563"}],"type":"conference","date_created":"2023-11-30T10:33:42Z","citation":{"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.","short":"J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, R. Dumitrescu, in: IEEE ADACIS 2023, 2023.","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.","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."},"publication":"IEEE ADACIS 2023","user_id":"15782","language":[{"iso":"eng"}],"_id":"49362","date_updated":"2023-11-30T11:30:06Z","conference":{"end_date":"2023-11-25","start_date":"2023-11-23","name":"The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems","location":"Marrakesh, Marokko"},"author":[{"last_name":"Weller","first_name":"Julian","full_name":"Weller, Julian"},{"full_name":"Migenda, Nico","last_name":"Migenda","first_name":"Nico"},{"full_name":"Wegel, Arthur","last_name":"Wegel","first_name":"Arthur"},{"first_name":"Martin","last_name":"Kohlhase","full_name":"Kohlhase, Martin"},{"first_name":"Wolfram","last_name":"Schenk","full_name":"Schenk, Wolfram"},{"id":"16190","last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"}],"year":"2023","status":"public","title":"Conceptual Framework for Prescriptive Analytics based on decision Theory"},{"citation":{"bibtex":"@inproceedings{Ködding_Koldewey_Dumitrescu_2023, title={A Reference Process Model for Scenario-based Foresight}, booktitle={Proceedings of the XXXII ISPIM Innovation Conference}, author={Ködding, Patrick and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","ama":"Ködding P, Koldewey C, Dumitrescu R. A Reference Process Model for Scenario-based Foresight. In: <i>Proceedings of the XXXII ISPIM Innovation Conference</i>. ; 2023.","mla":"Ködding, Patrick, et al. “A Reference Process Model for Scenario-Based Foresight.” <i>Proceedings of the XXXII ISPIM Innovation Conference</i>, 2023.","chicago":"Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Scenario-Based Foresight.” In <i>Proceedings of the XXXII ISPIM Innovation Conference</i>, 2023.","short":"P. Ködding, C. Koldewey, R. Dumitrescu, in: Proceedings of the XXXII ISPIM Innovation Conference, 2023.","ieee":"P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation and Circular Economy, 2023.","apa":"Ködding, P., Koldewey, C., &#38; Dumitrescu, R. (2023). A Reference Process Model for Scenario-based Foresight. <i>Proceedings of the XXXII ISPIM Innovation Conference</i>. ISPIM Innovation Conference: Innovation and Circular Economy."},"publication":"Proceedings of the XXXII ISPIM Innovation Conference","department":[{"_id":"563"}],"type":"conference","date_created":"2023-10-06T12:41:17Z","date_updated":"2023-11-30T11:46:09Z","conference":{"name":"ISPIM Innovation Conference: Innovation and Circular Economy"},"author":[{"first_name":"Patrick","last_name":"Ködding","full_name":"Ködding, Patrick","id":"45402"},{"orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian","full_name":"Koldewey, Christian","id":"43136"},{"id":"16190","last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"}],"year":"2023","title":"A Reference Process Model for Scenario-based Foresight","status":"public","user_id":"45402","language":[{"iso":"eng"}],"_id":"47836"},{"doi":"10.1007/978-3-031-26104-6_3","user_id":"43136","publisher":"Springer International Publishing","_id":"49368","language":[{"iso":"eng"}],"date_updated":"2023-11-30T14:37:11Z","publication_status":"published","publication_identifier":{"isbn":["9783031261039","9783031261046"]},"author":[{"last_name":"Menzefricke","first_name":"Jörn Steffen","full_name":"Menzefricke, Jörn Steffen","id":"29799"},{"full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian","id":"43136"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"}],"status":"public","year":"2023","title":"Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems","department":[{"_id":"563"}],"type":"book_chapter","place":"Cham","date_created":"2023-11-30T14:36:15Z","citation":{"ama":"Menzefricke JS, Koldewey C, Dumitrescu R. Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems. In: <i>The Digital Twin of Humans</i>. Springer International Publishing; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-26104-6_3\">10.1007/978-3-031-26104-6_3</a>","bibtex":"@inbook{Menzefricke_Koldewey_Dumitrescu_2023, place={Cham}, title={Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-26104-6_3\">10.1007/978-3-031-26104-6_3</a>}, booktitle={The Digital Twin of Humans}, publisher={Springer International Publishing}, author={Menzefricke, Jörn Steffen and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","mla":"Menzefricke, Jörn Steffen, et al. “Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems.” <i>The Digital Twin of Humans</i>, Springer International Publishing, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-26104-6_3\">10.1007/978-3-031-26104-6_3</a>.","chicago":"Menzefricke, Jörn Steffen, Christian Koldewey, and Roman Dumitrescu. “Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems.” In <i>The Digital Twin of Humans</i>. Cham: Springer International Publishing, 2023. <a href=\"https://doi.org/10.1007/978-3-031-26104-6_3\">https://doi.org/10.1007/978-3-031-26104-6_3</a>.","short":"J.S. Menzefricke, C. Koldewey, R. Dumitrescu, in: The Digital Twin of Humans, Springer International Publishing, Cham, 2023.","apa":"Menzefricke, J. S., Koldewey, C., &#38; Dumitrescu, R. (2023). Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems. In <i>The Digital Twin of Humans</i>. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-26104-6_3\">https://doi.org/10.1007/978-3-031-26104-6_3</a>","ieee":"J. S. Menzefricke, C. Koldewey, and R. Dumitrescu, “Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems,” in <i>The Digital Twin of Humans</i>, Cham: Springer International Publishing, 2023."},"publication":"The Digital Twin of Humans"},{"year":"2023","title":"The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs","publication_identifier":{"issn":["2732-527X"]},"author":[{"full_name":"Stöhr, Bernd","last_name":"Stöhr","first_name":"Bernd"},{"id":"43136","first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu","id":"16190"}],"date_updated":"2023-12-01T08:16:38Z","publication_status":"published","intvolume":"         3","language":[{"iso":"eng"}],"doi":"10.1017/pds.2023.348","publication":"Proceedings of the Design Society","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>In global competition, companies are continuously searching for a competitive advantage. A growing number of companies have identified the design of their products as a major success factor. The promises for companies associated with outstanding design are extremely attractive, ranging from better customer experience to higher sales growth. But even though the advantages of design seem to be compelling, companies are still having difficulties in leveraging the benefits of design.</jats:p><jats:p>In this paper, we want to identify the underlying challenges that explain this gap. We are especially interested in the role and challenges of design in interdisciplinary product development. Therefore, we perform a literature review that clarifies terminology, analyses research approaches and identifies challenges. We determine seven key challenges for design in interdisciplinary product development. Furthermore, we observe a limited scope of research approaches in the reviewed literature. Based on these findings, we propose three further research directions to strengthen the role of design in interdisciplinary product development in the future.</jats:p>"}],"date_created":"2023-11-03T10:16:35Z","type":"conference","department":[{"_id":"563"}],"status":"public","page":"3473-3482","_id":"48601","publisher":"Cambridge University Press (CUP)","user_id":"15782","volume":3,"citation":{"apa":"Stöhr, B., Koldewey, C., &#38; Dumitrescu, R. (2023). The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs. <i>Proceedings of the Design Society</i>, <i>3</i>, 3473–3482. <a href=\"https://doi.org/10.1017/pds.2023.348\">https://doi.org/10.1017/pds.2023.348</a>","ieee":"B. Stöhr, C. Koldewey, and R. Dumitrescu, “The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs,” in <i>Proceedings of the Design Society</i>, 2023, vol. 3, pp. 3473–3482, doi: <a href=\"https://doi.org/10.1017/pds.2023.348\">10.1017/pds.2023.348</a>.","short":"B. Stöhr, C. Koldewey, R. Dumitrescu, in: Proceedings of the Design Society, Cambridge University Press (CUP), 2023, pp. 3473–3482.","chicago":"Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “The Role of Design in Interdisciplinary Product Development – Challenges, Research Approaches and Further Research Needs.” In <i>Proceedings of the Design Society</i>, 3:3473–82. Cambridge University Press (CUP), 2023. <a href=\"https://doi.org/10.1017/pds.2023.348\">https://doi.org/10.1017/pds.2023.348</a>.","mla":"Stöhr, Bernd, et al. “The Role of Design in Interdisciplinary Product Development – Challenges, Research Approaches and Further Research Needs.” <i>Proceedings of the Design Society</i>, vol. 3, Cambridge University Press (CUP), 2023, pp. 3473–82, doi:<a href=\"https://doi.org/10.1017/pds.2023.348\">10.1017/pds.2023.348</a>.","ama":"Stöhr B, Koldewey C, Dumitrescu R. The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs. In: <i>Proceedings of the Design Society</i>. Vol 3. Cambridge University Press (CUP); 2023:3473-3482. doi:<a href=\"https://doi.org/10.1017/pds.2023.348\">10.1017/pds.2023.348</a>","bibtex":"@inproceedings{Stöhr_Koldewey_Dumitrescu_2023, title={The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs}, volume={3}, DOI={<a href=\"https://doi.org/10.1017/pds.2023.348\">10.1017/pds.2023.348</a>}, booktitle={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Stöhr, Bernd and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, pages={3473–3482} }"}},{"status":"public","publisher":"Cambridge University Press (CUP)","_id":"47850","page":"1347-1356","volume":3,"user_id":"15782","citation":{"mla":"Scholtysik, Michel, et al. “Designing Business Models for a Circular Economy.” <i>Proceedings of the Design Society</i>, vol. 3, Cambridge University Press (CUP), 2023, pp. 1347–56, doi:<a href=\"https://doi.org/10.1017/pds.2023.135\">10.1017/pds.2023.135</a>.","ama":"Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Designing Business Models for a Circular Economy. <i>Proceedings of the Design Society</i>. 2023;3:1347-1356. doi:<a href=\"https://doi.org/10.1017/pds.2023.135\">10.1017/pds.2023.135</a>","bibtex":"@article{Scholtysik_Rohde_Koldewey_Dumitrescu_2023, title={Designing Business Models for a Circular Economy}, volume={3}, DOI={<a href=\"https://doi.org/10.1017/pds.2023.135\">10.1017/pds.2023.135</a>}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, pages={1347–1356} }","apa":"Scholtysik, M., Rohde, M., Koldewey, C., &#38; Dumitrescu, R. (2023). Designing Business Models for a Circular Economy. <i>Proceedings of the Design Society</i>, <i>3</i>, 1347–1356. <a href=\"https://doi.org/10.1017/pds.2023.135\">https://doi.org/10.1017/pds.2023.135</a>","ieee":"M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Designing Business Models for a Circular Economy,” <i>Proceedings of the Design Society</i>, vol. 3, pp. 1347–1356, 2023, doi: <a href=\"https://doi.org/10.1017/pds.2023.135\">10.1017/pds.2023.135</a>.","chicago":"Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Designing Business Models for a Circular Economy.” <i>Proceedings of the Design Society</i> 3 (2023): 1347–56. <a href=\"https://doi.org/10.1017/pds.2023.135\">https://doi.org/10.1017/pds.2023.135</a>.","short":"M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, Proceedings of the Design Society 3 (2023) 1347–1356."},"publication_identifier":{"issn":["2732-527X"]},"author":[{"id":"50562","full_name":"Scholtysik, Michel","first_name":"Michel","last_name":"Scholtysik"},{"full_name":"Rohde, Malte","last_name":"Rohde","first_name":"Malte"},{"full_name":"Koldewey, Christian","last_name":"Koldewey","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","id":"43136"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu","id":"16190"}],"year":"2023","title":"Designing Business Models for a Circular Economy","intvolume":"         3","date_updated":"2023-12-01T08:17:25Z","publication_status":"published","language":[{"iso":"eng"}],"doi":"10.1017/pds.2023.135","publication":"Proceedings of the Design Society","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>The megatrend sustainability will significantly change the future value creation of manufacturing companies. Their current linear value creation models need to change to conform to the requirements of sustainability. To face the challenges the circular economy has emerged as a promising economic model. With the shift from a linear to a circular economy, companies have to adjust their current business models. However, they still lack knowledge and adequate methods to develop circular business models. Hence, the aim of the paper is a circular business model canvas (CBMC) for designing circular businesses. A systematic literature review was conducted to identify significant criteria for circular business models. The criteria were analyzed utilizing a qualitative content analysis to derive the business model elements required for the circular economy. Existing elements from the Business Model Canvas were enriched and five new elements, e.g., reverse logistics, were found. Then, the business model elements were logically arranged resulting in the CBMC. It guides companies to systematically develop business models for the circular economy. The CBMC was evaluated by applying it within a mediumsized company in the electronics sector.</jats:p>","lang":"eng"}],"date_created":"2023-10-09T06:25:07Z","department":[{"_id":"563"}],"type":"journal_article"},{"status":"public","volume":3,"user_id":"15782","_id":"47813","publisher":"Cambridge University Press (CUP)","page":"2675-2684","citation":{"mla":"Japs, Sergej, et al. “Model-Based Systems Engineering Using Security Design Patterns in the Context of ISO/SAE 21434.” <i>Proceedings of the Design Society</i>, vol. 3, Cambridge University Press (CUP), 2023, pp. 2675–84, doi:<a href=\"https://doi.org/10.1017/pds.2023.268\">10.1017/pds.2023.268</a>.","bibtex":"@article{Japs_Faheem_Anacker_Husung_Dumitrescu_2023, title={Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434}, volume={3}, DOI={<a href=\"https://doi.org/10.1017/pds.2023.268\">10.1017/pds.2023.268</a>}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Japs, Sergej and Faheem, Faizan and Anacker, Harald and Husung, Stephan and Dumitrescu, Roman}, year={2023}, pages={2675–2684} }","ama":"Japs S, Faheem F, Anacker H, Husung S, Dumitrescu R. Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434. <i>Proceedings of the Design Society</i>. 2023;3:2675-2684. doi:<a href=\"https://doi.org/10.1017/pds.2023.268\">10.1017/pds.2023.268</a>","ieee":"S. Japs, F. Faheem, H. Anacker, S. Husung, and R. Dumitrescu, “Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434,” <i>Proceedings of the Design Society</i>, vol. 3, pp. 2675–2684, 2023, doi: <a href=\"https://doi.org/10.1017/pds.2023.268\">10.1017/pds.2023.268</a>.","apa":"Japs, S., Faheem, F., Anacker, H., Husung, S., &#38; Dumitrescu, R. (2023). Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434. <i>Proceedings of the Design Society</i>, <i>3</i>, 2675–2684. <a href=\"https://doi.org/10.1017/pds.2023.268\">https://doi.org/10.1017/pds.2023.268</a>","short":"S. Japs, F. Faheem, H. Anacker, S. Husung, R. Dumitrescu, Proceedings of the Design Society 3 (2023) 2675–2684.","chicago":"Japs, Sergej, Faizan Faheem, Harald Anacker, Stephan Husung, and Roman Dumitrescu. “Model-Based Systems Engineering Using Security Design Patterns in the Context of ISO/SAE 21434.” <i>Proceedings of the Design Society</i> 3 (2023): 2675–84. <a href=\"https://doi.org/10.1017/pds.2023.268\">https://doi.org/10.1017/pds.2023.268</a>."},"intvolume":"         3","publication_status":"published","date_updated":"2023-12-01T08:14:39Z","author":[{"first_name":"Sergej","last_name":"Japs","full_name":"Japs, Sergej"},{"full_name":"Faheem, Faizan","first_name":"Faizan","last_name":"Faheem"},{"full_name":"Anacker, Harald","last_name":"Anacker","first_name":"Harald"},{"first_name":"Stephan","last_name":"Husung","full_name":"Husung, Stephan"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"publication_identifier":{"issn":["2732-527X"]},"year":"2023","title":"Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434","doi":"10.1017/pds.2023.268","language":[{"iso":"eng"}],"abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>The development of modern vehicles is complex, especially regarding compliance with security and safety. ISO/SAE 21434 considers security and safety along the entire product life cycle. According to the standard, a system architecture, a risk analysis, and the application of countermeasures are carried out in the early system design. Design patterns are solutions to known design problems. Security Design Patterns (SDP) describe countermeasures and are used to reduce risk. After our literature review, we did not find a suitable approach that presents SDPs that would be applicable in early system design. In this paper, we present 10 SDPs for early system design, which we evaluated during an 11-week student project with 28 teams. We present the results of the quantitative analysis and the evaluation of the feedback.</jats:p>","lang":"eng"}],"publication":"Proceedings of the Design Society","department":[{"_id":"563"}],"type":"journal_article","date_created":"2023-10-06T09:31:17Z"},{"user_id":"15249","volume":49,"page":"4510 - 4525","_id":"46816","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","status":"public","citation":{"apa":"Torres, A., Costa, P., Amaral, L., Pastro, J., Bonifácio, R., d’Amorim, M., Legunsen, O., Bodden, E., &#38; Dias Canedo, E. (2023). Runtime Verification of Crypto APIs: An Empirical Study. <i>IEEE Transactions on Software Engineering</i>, <i>49</i>(10), 4510–4525. <a href=\"https://doi.org/10.1109/tse.2023.3301660\">https://doi.org/10.1109/tse.2023.3301660</a>","ieee":"A. Torres <i>et al.</i>, “Runtime Verification of Crypto APIs: An Empirical Study,” <i>IEEE Transactions on Software Engineering</i>, vol. 49, no. 10, pp. 4510–4525, 2023, doi: <a href=\"https://doi.org/10.1109/tse.2023.3301660\">10.1109/tse.2023.3301660</a>.","chicago":"Torres, Adriano, Pedro Costa, Luis Amaral, Jonata Pastro, Rodrigo Bonifácio, Marcelo d’Amorim, Owolabi Legunsen, Eric Bodden, and Edna Dias Canedo. “Runtime Verification of Crypto APIs: An Empirical Study.” <i>IEEE Transactions on Software Engineering</i> 49, no. 10 (2023): 4510–25. <a href=\"https://doi.org/10.1109/tse.2023.3301660\">https://doi.org/10.1109/tse.2023.3301660</a>.","short":"A. Torres, P. Costa, L. Amaral, J. Pastro, R. Bonifácio, M. d’Amorim, O. Legunsen, E. Bodden, E. Dias Canedo, IEEE Transactions on Software Engineering 49 (2023) 4510–4525.","mla":"Torres, Adriano, et al. “Runtime Verification of Crypto APIs: An Empirical Study.” <i>IEEE Transactions on Software Engineering</i>, vol. 49, no. 10, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 4510–25, doi:<a href=\"https://doi.org/10.1109/tse.2023.3301660\">10.1109/tse.2023.3301660</a>.","ama":"Torres A, Costa P, Amaral L, et al. Runtime Verification of Crypto APIs: An Empirical Study. <i>IEEE Transactions on Software Engineering</i>. 2023;49(10):4510-4525. doi:<a href=\"https://doi.org/10.1109/tse.2023.3301660\">10.1109/tse.2023.3301660</a>","bibtex":"@article{Torres_Costa_Amaral_Pastro_Bonifácio_d’Amorim_Legunsen_Bodden_Dias Canedo_2023, title={Runtime Verification of Crypto APIs: An Empirical Study}, volume={49}, DOI={<a href=\"https://doi.org/10.1109/tse.2023.3301660\">10.1109/tse.2023.3301660</a>}, number={10}, journal={IEEE Transactions on Software Engineering}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Torres, Adriano and Costa, Pedro and Amaral, Luis and Pastro, Jonata and Bonifácio, Rodrigo and d’Amorim, Marcelo and Legunsen, Owolabi and Bodden, Eric and Dias Canedo, Edna}, year={2023}, pages={4510–4525} }"},"doi":"10.1109/tse.2023.3301660","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2023-12-04T11:05:26Z","intvolume":"        49","title":"Runtime Verification of Crypto APIs: An Empirical Study","year":"2023","author":[{"full_name":"Torres, Adriano","first_name":"Adriano","last_name":"Torres"},{"full_name":"Costa, Pedro","first_name":"Pedro","last_name":"Costa"},{"first_name":"Luis","last_name":"Amaral","full_name":"Amaral, Luis"},{"full_name":"Pastro, Jonata","last_name":"Pastro","first_name":"Jonata"},{"first_name":"Rodrigo","last_name":"Bonifácio","full_name":"Bonifácio, Rodrigo"},{"first_name":"Marcelo","last_name":"d'Amorim","full_name":"d'Amorim, Marcelo"},{"full_name":"Legunsen, Owolabi","first_name":"Owolabi","last_name":"Legunsen"},{"id":"59256","full_name":"Bodden, Eric","orcid":"0000-0003-3470-3647","last_name":"Bodden","first_name":"Eric"},{"first_name":"Edna","last_name":"Dias Canedo","full_name":"Dias Canedo, Edna"}],"publication_identifier":{"issn":["0098-5589","1939-3520","2326-3881"]},"keyword":["Software"],"type":"journal_article","department":[{"_id":"76"}],"date_created":"2023-09-06T07:42:40Z","issue":"10","publication":"IEEE Transactions on Software Engineering"},{"status":"public","_id":"49439","publisher":"Springer Science and Business Media LLC","volume":28,"user_id":"15249","citation":{"mla":"Piskachev, Goran, et al. “Can the Configuration of Static Analyses Make Resolving Security Vulnerabilities More Effective? - A User Study.” <i>Empirical Software Engineering</i>, vol. 28, no. 5, 118, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s10664-023-10354-3\">10.1007/s10664-023-10354-3</a>.","ama":"Piskachev G, Becker M, Bodden E. Can the configuration of static analyses make resolving security vulnerabilities more effective? - A user study. <i>Empirical Software Engineering</i>. 2023;28(5). doi:<a href=\"https://doi.org/10.1007/s10664-023-10354-3\">10.1007/s10664-023-10354-3</a>","bibtex":"@article{Piskachev_Becker_Bodden_2023, title={Can the configuration of static analyses make resolving security vulnerabilities more effective? - A user study}, volume={28}, DOI={<a href=\"https://doi.org/10.1007/s10664-023-10354-3\">10.1007/s10664-023-10354-3</a>}, number={5118}, journal={Empirical Software Engineering}, publisher={Springer Science and Business Media LLC}, author={Piskachev, Goran and Becker, Matthias and Bodden, Eric}, year={2023} }","apa":"Piskachev, G., Becker, M., &#38; Bodden, E. (2023). Can the configuration of static analyses make resolving security vulnerabilities more effective? - A user study. <i>Empirical Software Engineering</i>, <i>28</i>(5), Article 118. <a href=\"https://doi.org/10.1007/s10664-023-10354-3\">https://doi.org/10.1007/s10664-023-10354-3</a>","ieee":"G. Piskachev, M. Becker, and E. Bodden, “Can the configuration of static analyses make resolving security vulnerabilities more effective? - A user study,” <i>Empirical Software Engineering</i>, vol. 28, no. 5, Art. no. 118, 2023, doi: <a href=\"https://doi.org/10.1007/s10664-023-10354-3\">10.1007/s10664-023-10354-3</a>.","chicago":"Piskachev, Goran, Matthias Becker, and Eric Bodden. “Can the Configuration of Static Analyses Make Resolving Security Vulnerabilities More Effective? - A User Study.” <i>Empirical Software Engineering</i> 28, no. 5 (2023). <a href=\"https://doi.org/10.1007/s10664-023-10354-3\">https://doi.org/10.1007/s10664-023-10354-3</a>.","short":"G. Piskachev, M. Becker, E. Bodden, Empirical Software Engineering 28 (2023)."},"author":[{"full_name":"Piskachev, Goran","first_name":"Goran","orcid":"0000-0003-4424-5838","last_name":"Piskachev","id":"41936"},{"full_name":"Becker, Matthias","orcid":"https://orcid.org/0000-0003-2465-9347","first_name":"Matthias","last_name":"Becker","id":"4870"},{"id":"59256","full_name":"Bodden, Eric","last_name":"Bodden","orcid":"0000-0003-3470-3647","first_name":"Eric"}],"publication_identifier":{"issn":["1382-3256","1573-7616"]},"year":"2023","title":"Can the configuration of static analyses make resolving security vulnerabilities more effective? - A user study","intvolume":"        28","publication_status":"published","date_updated":"2023-12-04T11:29:49Z","language":[{"iso":"eng"}],"article_number":"118","doi":"10.1007/s10664-023-10354-3","publication":"Empirical Software Engineering","issue":"5","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>The use of static analysis security testing (SAST) tools has been increasing in recent years. However, previous studies have shown that, when shipped to end users such as development or security teams, the findings of these tools are often unsatisfying. Users report high numbers of false positives or long analysis times, making the tools unusable in the daily workflow. To address this, SAST tool creators provide a wide range of configuration options, such as customization of rules through domain-specific languages or specification of the application-specific analysis scope. In this paper, we study the configuration space of selected existing SAST tools when used within the integrated development environment (IDE). We focus on the configuration options that impact three dimensions, for which a trade-off is unavoidable, i.e., precision, recall, and analysis runtime. We perform a between-subjects user study with 40 users from multiple development and security teams - to our knowledge, the largest population for this kind of user study in the software engineering community. The results show that users who configure SAST tools are more effective in resolving security vulnerabilities detected by the tools than those using the default configuration. Based on post-study interviews, we identify common strategies that users have while configuring the SAST tools to provide further insights for tool creators. Finally, an evaluation of the configuration options of two commercial SAST tools, <jats:sc>Fortify</jats:sc> and <jats:sc>CheckMarx</jats:sc>, reveals that a quarter of the users do not understand the configuration options provided. The configuration options that are found most useful relate to the analysis scope.</jats:p>","lang":"eng"}],"date_created":"2023-12-04T11:14:34Z","department":[{"_id":"76"},{"_id":"662"}],"keyword":["Software"],"type":"journal_article"},{"supervisor":[{"id":"20792","last_name":"Scheideler","first_name":"Christian","full_name":"Scheideler, Christian"},{"last_name":"Fischer","first_name":"Matthias","full_name":"Fischer, Matthias","id":"146"}],"citation":{"short":"A. Nickel, Entwicklung Und Analyse von Formeln Zur Abschätzung Der Renderingzeit Eines Frames, 2023.","chicago":"Nickel, Alexander. <i>Entwicklung Und Analyse von Formeln Zur Abschätzung Der Renderingzeit Eines Frames</i>, 2023.","apa":"Nickel, A. (2023). <i>Entwicklung und Analyse von Formeln zur Abschätzung der Renderingzeit eines Frames</i>.","ieee":"A. Nickel, <i>Entwicklung und Analyse von Formeln zur Abschätzung der Renderingzeit eines Frames</i>. 2023.","ama":"Nickel A. <i>Entwicklung Und Analyse von Formeln Zur Abschätzung Der Renderingzeit Eines Frames</i>.; 2023.","bibtex":"@book{Nickel_2023, title={Entwicklung und Analyse von Formeln zur Abschätzung der Renderingzeit eines Frames}, author={Nickel, Alexander}, year={2023} }","mla":"Nickel, Alexander. <i>Entwicklung Und Analyse von Formeln Zur Abschätzung Der Renderingzeit Eines Frames</i>. 2023."},"department":[{"_id":"34"},{"_id":"7"},{"_id":"79"}],"type":"bachelorsthesis","date_created":"2023-12-05T15:22:55Z","date_updated":"2023-12-05T15:23:12Z","author":[{"full_name":"Nickel, Alexander","last_name":"Nickel","first_name":"Alexander"}],"status":"public","title":"Entwicklung und Analyse von Formeln zur Abschätzung der Renderingzeit eines Frames","year":"2023","user_id":"15578","_id":"49494","language":[{"iso":"eng"}]}]