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Plessl, “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks,” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, 2023, doi: <a href=\"https://doi.org/10.1145/3576200\">10.1145/3576200</a>."},"publication_identifier":{"issn":["1936-7406","1936-7414"]},"quality_controlled":"1","publication_status":"published","title":"Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks","doi":"10.1145/3576200","main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/10.1145/3576200"}],"publisher":"Association for Computing Machinery (ACM)","oa":"1","date_updated":"2023-07-28T08:02:05Z","date_created":"2023-01-23T08:40:42Z","author":[{"last_name":"Meyer","id":"40778","full_name":"Meyer, Marius","first_name":"Marius"},{"full_name":"Kenter, Tobias","id":"3145","last_name":"Kenter","first_name":"Tobias"},{"first_name":"Christian","id":"16153","full_name":"Plessl, Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982"}],"abstract":[{"text":"<jats:p>While FPGA accelerator boards and their respective high-level design tools are maturing, there is still a lack of multi-FPGA applications, libraries, and not least, benchmarks and reference implementations towards sustained HPC usage of these devices. As in the early days of GPUs in HPC, for workloads that can reasonably be decoupled into loosely coupled working sets, multi-accelerator support can be achieved by using standard communication interfaces like MPI on the host side. However, for performance and productivity, some applications can profit from a tighter coupling of the accelerators. FPGAs offer unique opportunities here when extending the dataflow characteristics to their communication interfaces.</jats:p>\r\n          <jats:p>In this work, we extend the HPCC FPGA benchmark suite by multi-FPGA support and three missing benchmarks that particularly characterize or stress inter-device communication: b_eff, PTRANS, and LINPACK. With all benchmarks implemented for current boards with Intel and Xilinx FPGAs, we established a baseline for multi-FPGA performance. Additionally, for the communication-centric benchmarks, we explored the potential of direct FPGA-to-FPGA communication with a circuit-switched inter-FPGA network that is currently only available for one of the boards. The evaluation with parallel execution on up to 26 FPGA boards makes use of one of the largest academic FPGA installations.</jats:p>","lang":"eng"}],"status":"public","publication":"ACM Transactions on Reconfigurable Technology and Systems","type":"journal_article","keyword":["General Computer Science"],"language":[{"iso":"eng"}],"_id":"38041","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"grant_number":"160364472","name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C2: SFB 901 - Subproject C2","_id":"14","grant_number":"160364472"}],"department":[{"_id":"27"},{"_id":"518"}],"user_id":"24135"},{"type":"book_chapter","status":"public","editor":[{"first_name":"Alfredo","full_name":"Cuzzocrea, Alfredo","last_name":"Cuzzocrea"},{"first_name":"Oleg","last_name":"Gusikhin","full_name":"Gusikhin, Oleg"},{"first_name":"Slimane","last_name":"Hammoudi","full_name":"Hammoudi, Slimane"},{"first_name":"Christoph","full_name":"Quix, Christoph","last_name":"Quix"}],"user_id":"58701","series_title":"Communications in Computer and Information Science","department":[{"_id":"579"}],"project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)","_id":"9","grant_number":"160364472"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"}],"_id":"46205","file_date_updated":"2023-07-28T15:10:48Z","publication_status":"published","publication_identifier":{"isbn":["9783031378898","9783031378904"],"issn":["1865-0929","1865-0937"]},"has_accepted_license":"1","citation":{"ama":"Kersting J, Geierhos M. Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews. In: Cuzzocrea A, Gusikhin O, Hammoudi S, Quix C, eds. <i>Data Management Technologies and Applications</i>. Vol 1860. Communications in Computer and Information Science. Springer Nature Switzerland; 2023:45-65. doi:<a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">10.1007/978-3-031-37890-4_3</a>","chicago":"Kersting, Joschka, and Michaela Geierhos. “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.” In <i>Data Management Technologies and Applications</i>, edited by Alfredo Cuzzocrea, Oleg Gusikhin, Slimane Hammoudi, and Christoph Quix, 1860:45–65. Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">https://doi.org/10.1007/978-3-031-37890-4_3</a>.","ieee":"J. Kersting and M. Geierhos, “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews,” in <i>Data Management Technologies and Applications</i>, vol. 1860, A. Cuzzocrea, O. Gusikhin, S. Hammoudi, and C. Quix, Eds. Cham: Springer Nature Switzerland, 2023, pp. 45–65.","apa":"Kersting, J., &#38; Geierhos, M. (2023). Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews. In A. Cuzzocrea, O. Gusikhin, S. Hammoudi, &#38; C. Quix (Eds.), <i>Data Management Technologies and Applications</i> (Vol. 1860, pp. 45–65). Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">https://doi.org/10.1007/978-3-031-37890-4_3</a>","short":"J. Kersting, M. Geierhos, in: A. Cuzzocrea, O. Gusikhin, S. Hammoudi, C. Quix (Eds.), Data Management Technologies and Applications, Springer Nature Switzerland, Cham, 2023, pp. 45–65.","bibtex":"@inbook{Kersting_Geierhos_2023, place={Cham}, series={Communications in Computer and Information Science}, title={Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews}, volume={1860}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">10.1007/978-3-031-37890-4_3</a>}, booktitle={Data Management Technologies and Applications}, publisher={Springer Nature Switzerland}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Cuzzocrea, Alfredo and Gusikhin, Oleg and Hammoudi, Slimane and Quix, Christoph}, year={2023}, pages={45–65}, collection={Communications in Computer and Information Science} }","mla":"Kersting, Joschka, and Michaela Geierhos. “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.” <i>Data Management Technologies and Applications</i>, edited by Alfredo Cuzzocrea et al., vol. 1860, Springer Nature Switzerland, 2023, pp. 45–65, doi:<a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">10.1007/978-3-031-37890-4_3</a>."},"page":"45-65","intvolume":"      1860","place":"Cham","author":[{"last_name":"Kersting","full_name":"Kersting, Joschka","id":"58701","first_name":"Joschka"},{"first_name":"Michaela","last_name":"Geierhos","orcid":"0000-0002-8180-5606","id":"42496","full_name":"Geierhos, Michaela"}],"volume":1860,"date_updated":"2023-07-28T15:11:10Z","doi":"10.1007/978-3-031-37890-4_3","publication":"Data Management Technologies and Applications","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_id":"46207","file_name":"Kersting and Geierhos (2023), Kersting2023b.pdf","access_level":"closed","file_size":746336,"creator":"jkers","date_created":"2023-07-28T15:10:48Z","date_updated":"2023-07-28T15:10:48Z"}],"abstract":[{"lang":"eng","text":"We present a concept for quantifying evaluative phrases to later compare rating texts numerically instead of just relying on stars or grades. We achievethis by combining deep learning models in an aspect-based sentiment analysis pipeline along with sentiment weighting, polarity, and correlation analyses that combine deep learning results with metadata. The results provide new insights for the medical field. Our application domain, physician reviews, shows that there are millions of review texts on the Internet that cannot yet be comprehensively analyzed because previous studies have focused on explicit aspects from other domains (e.g., products). We identify, extract, and classify implicit and explicit aspect phrases equally from German-language review texts. To do so, we annotated aspect phrases representing reviews on numerous aspects of a physician, medical practice, or practice staff. We apply the best performing transformer model, XLM-RoBERTa, to a large physician review dataset and correlate the results with existing metadata. As a result, we can show different correlations between the sentiment polarity of certain aspect classes (e.g., friendliness, practice equipment) and physicians’ professions (e.g., surgeon, ophthalmologist). As a result, we have individual numerical scores that contain a variety of information based on deep learning algorithms that extract textual (evaluative) information and metadata from the Web."}],"language":[{"iso":"eng"}],"ddc":["004"],"year":"2023","date_created":"2023-07-28T15:03:14Z","publisher":"Springer Nature Switzerland","title":"Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews"},{"citation":{"short":"A. Tornede, Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions, 2023.","mla":"Tornede, Alexander. <i>Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions</i>. 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1780 \">10.17619/UNIPB/1-1780 </a>.","bibtex":"@book{Tornede_2023, title={Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1780 \">10.17619/UNIPB/1-1780 </a>}, author={Tornede, Alexander}, year={2023} }","ama":"Tornede A. <i>Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions</i>.; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1780 \">10.17619/UNIPB/1-1780 </a>","apa":"Tornede, A. (2023). <i>Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1780 \">https://doi.org/10.17619/UNIPB/1-1780 </a>","ieee":"A. Tornede, <i>Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions</i>. 2023.","chicago":"Tornede, Alexander. <i>Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions</i>, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1780 \">https://doi.org/10.17619/UNIPB/1-1780 </a>."},"year":"2023","has_accepted_license":"1","doi":"10.17619/UNIPB/1-1780 ","title":"Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions","date_created":"2023-06-27T05:20:14Z","supervisor":[{"full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","first_name":"Eyke"}],"author":[{"first_name":"Alexander","last_name":"Tornede","id":"38209","full_name":"Tornede, Alexander"}],"date_updated":"2023-08-04T06:01:49Z","oa":"1","status":"public","file":[{"access_level":"open_access","file_id":"46118","file_name":"dissertation_alexander_tornede_final_publishing_compressed.pdf","file_size":4300633,"title":" Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions","date_created":"2023-07-24T08:40:35Z","creator":"ahetzer","date_updated":"2023-07-24T08:42:01Z","relation":"main_file","content_type":"application/pdf"}],"type":"dissertation","file_date_updated":"2023-07-24T08:42:01Z","language":[{"iso":"eng"}],"ddc":["006"],"department":[{"_id":"355"}],"user_id":"15504","_id":"45780","project":[{"_id":"10","name":"SFB 901 - B2: Konfiguration und Bewertung (B02)","grant_number":"160364472"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}]},{"status":"public","type":"dissertation","language":[{"iso":"eng"}],"_id":"46296","project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"_id":"8","name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)","grant_number":"160364472"}],"user_id":"15504","year":"2023","citation":{"ama":"Spiess-Bru C. <i>Information Asymmetry and Gendered Behavior in Organizations and Digital Markets</i>.; 2023.","chicago":"Spiess-Bru, Clarissa. <i>Information Asymmetry and Gendered Behavior in Organizations and Digital Markets</i>, 2023.","ieee":"C. Spiess-Bru, <i>Information Asymmetry and Gendered Behavior in Organizations and Digital Markets</i>. 2023.","bibtex":"@book{Spiess-Bru_2023, title={Information Asymmetry and Gendered Behavior in Organizations and Digital Markets}, author={Spiess-Bru, Clarissa}, year={2023} }","short":"C. Spiess-Bru, Information Asymmetry and Gendered Behavior in Organizations and Digital Markets, 2023.","mla":"Spiess-Bru, Clarissa. <i>Information Asymmetry and Gendered Behavior in Organizations and Digital Markets</i>. 2023.","apa":"Spiess-Bru, C. (2023). <i>Information Asymmetry and Gendered Behavior in Organizations and Digital Markets</i>."},"title":"Information Asymmetry and Gendered Behavior in Organizations and Digital Markets","date_updated":"2023-08-04T05:59:12Z","date_created":"2023-08-04T05:59:00Z","author":[{"first_name":"Clarissa","last_name":"Spiess-Bru","full_name":"Spiess-Bru, Clarissa"}],"supervisor":[{"first_name":"Bernd","last_name":"Frick","full_name":"Frick, Bernd","id":"16019"}]},{"status":"public","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"34"},{"_id":"64"}],"user_id":"41047","_id":"35014","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C1: SFB 901 - Subproject C1","_id":"13"}],"citation":{"mla":"Blömer, Johannes, et al. <i>On the Impossibility of Surviving (Iterated) Deletion of Weakly Dominated Strategies in Rational MPC</i>. 2023.","short":"J. Blömer, J. Bobolz, H. Bröcher, in: 2023.","bibtex":"@inproceedings{Blömer_Bobolz_Bröcher_2023, title={On the impossibility of surviving (iterated) deletion of weakly dominated strategies in rational MPC}, author={Blömer, Johannes and Bobolz, Jan and Bröcher, Henrik}, year={2023} }","apa":"Blömer, J., Bobolz, J., &#38; Bröcher, H. (2023). <i>On the impossibility of surviving (iterated) deletion of weakly dominated strategies in rational MPC</i>. TCC 2023, Taipeh, Taiwan.","ama":"Blömer J, Bobolz J, Bröcher H. On the impossibility of surviving (iterated) deletion of weakly dominated strategies in rational MPC. In: ; 2023.","ieee":"J. Blömer, J. Bobolz, and H. Bröcher, “On the impossibility of surviving (iterated) deletion of weakly dominated strategies in rational MPC,” presented at the TCC 2023, Taipeh, Taiwan, 2023.","chicago":"Blömer, Johannes, Jan Bobolz, and Henrik Bröcher. “On the Impossibility of Surviving (Iterated) Deletion of Weakly Dominated Strategies in Rational MPC,” 2023."},"year":"2023","conference":{"start_date":"2023-11-29","name":"TCC 2023","location":"Taipeh, Taiwan","end_date":"2023-12-02"},"main_file_link":[{"open_access":"1","url":"https://eprint.iacr.org/2022/1762"}],"title":"On the impossibility of surviving (iterated) deletion of weakly dominated strategies in rational MPC","date_created":"2022-12-28T16:02:11Z","author":[{"first_name":"Johannes","last_name":"Blömer","full_name":"Blömer, Johannes","id":"23"},{"first_name":"Jan","last_name":"Bobolz","id":"27207","full_name":"Bobolz, Jan"},{"first_name":"Henrik","id":"41047","full_name":"Bröcher, Henrik","last_name":"Bröcher"}],"date_updated":"2023-09-07T10:01:00Z","oa":"1"},{"type":"conference","status":"public","_id":"43458","project":[{"_id":"1","name":"SFB 901: SFB 901","grant_number":"160364472"},{"name":"SFB 901 - C1: SFB 901 - Subproject C1","_id":"13"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"}],"department":[{"_id":"64"}],"user_id":"47434","language":[{"iso":"eng"}],"year":"2023","citation":{"ama":"Blömer J, Bobolz J, Porzenheim LA. A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices. In: ; 2023.","chicago":"Blömer, Johannes, Jan Bobolz, and Laurens Alexander Porzenheim. “A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices,” 2023.","ieee":"J. Blömer, J. Bobolz, and L. A. Porzenheim, “A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices,” presented at the Asiacrypt 2023, Guangzhou, China, 2023.","short":"J. Blömer, J. Bobolz, L.A. Porzenheim, in: 2023.","bibtex":"@inproceedings{Blömer_Bobolz_Porzenheim_2023, title={A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices}, author={Blömer, Johannes and Bobolz, Jan and Porzenheim, Laurens Alexander}, year={2023} }","mla":"Blömer, Johannes, et al. <i>A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices</i>. 2023.","apa":"Blömer, J., Bobolz, J., &#38; Porzenheim, L. A. (2023). <i>A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices</i>. Asiacrypt 2023, Guangzhou, China."},"date_updated":"2023-09-07T09:53:26Z","oa":"1","author":[{"id":"23","full_name":"Blömer, Johannes","last_name":"Blömer","first_name":"Johannes"},{"first_name":"Jan","last_name":"Bobolz","full_name":"Bobolz, Jan","id":"27207"},{"full_name":"Porzenheim, Laurens Alexander","id":"47434","last_name":"Porzenheim","first_name":"Laurens Alexander"}],"date_created":"2023-04-12T08:18:41Z","title":"A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices","conference":{"end_date":"2023-12-08","location":"Guangzhou, China","name":"Asiacrypt 2023","start_date":"2023-12-04"},"main_file_link":[{"url":"https://eprint.iacr.org/2023/464","open_access":"1"}]},{"title":"Routing in Hypergraphs","date_updated":"2023-09-20T10:00:48Z","date_created":"2023-09-20T09:59:41Z","author":[{"last_name":"Deppe","full_name":"Deppe, Volker","first_name":"Volker"}],"year":"2023","citation":{"mla":"Deppe, Volker. <i>Routing in Hypergraphs</i>. 2023.","bibtex":"@book{Deppe_2023, title={Routing in Hypergraphs}, author={Deppe, Volker}, year={2023} }","short":"V. Deppe, Routing in Hypergraphs, 2023.","apa":"Deppe, V. (2023). <i>Routing in Hypergraphs</i>.","chicago":"Deppe, Volker. <i>Routing in Hypergraphs</i>, 2023.","ieee":"V. Deppe, <i>Routing in Hypergraphs</i>. 2023.","ama":"Deppe V. <i>Routing in Hypergraphs</i>.; 2023."},"language":[{"iso":"eng"}],"_id":"47134","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","_id":"5","grant_number":"160364472"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"}],"department":[{"_id":"79"}],"user_id":"15504","status":"public","type":"bachelorsthesis"},{"type":"conference","publication":"Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS)","status":"public","project":[{"name":"SFB 901: SFB 901","_id":"1","grant_number":"160364472"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"grant_number":"160364472","name":"SFB 901 - A4: SFB 901 - Subproject A4","_id":"8"}],"_id":"33722","user_id":"50286","department":[{"_id":"276"}],"language":[{"iso":"eng"}],"publication_status":"accepted","place":"Maui, Hawaii","year":"2023","citation":{"chicago":"Müller, Michelle, and Jürgen Neumann. “Bring Me My Meal on Your Wheel - An Empirical Analysis of the Impact of Food Delivery Platforms on Local Restaurant Employment.” In <i>Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS)</i>. Maui, Hawaii, n.d.","ieee":"M. Müller and J. Neumann, “Bring me my Meal on your Wheel - An Empirical Analysis of the Impact of Food Delivery Platforms on Local Restaurant Employment,” presented at the 55th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, USA.","ama":"Müller M, Neumann J. Bring me my Meal on your Wheel - An Empirical Analysis of the Impact of Food Delivery Platforms on Local Restaurant Employment. In: <i>Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS)</i>.","bibtex":"@inproceedings{Müller_Neumann, place={Maui, Hawaii}, title={Bring me my Meal on your Wheel - An Empirical Analysis of the Impact of Food Delivery Platforms on Local Restaurant Employment}, booktitle={Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS)}, author={Müller, Michelle and Neumann, Jürgen} }","mla":"Müller, Michelle, and Jürgen Neumann. “Bring Me My Meal on Your Wheel - An Empirical Analysis of the Impact of Food Delivery Platforms on Local Restaurant Employment.” <i>Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS)</i>.","short":"M. Müller, J. Neumann, in: Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, n.d.","apa":"Müller, M., &#38; Neumann, J. (n.d.). Bring me my Meal on your Wheel - An Empirical Analysis of the Impact of Food Delivery Platforms on Local Restaurant Employment. <i>Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS)</i>. 55th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, USA."},"date_updated":"2024-12-03T12:26:59Z","author":[{"last_name":"Müller","full_name":"Müller, Michelle","id":"50286","first_name":"Michelle"},{"first_name":"Jürgen","full_name":"Neumann, Jürgen","last_name":"Neumann"}],"date_created":"2022-10-13T13:00:06Z","title":"Bring me my Meal on your Wheel - An Empirical Analysis of the Impact of Food Delivery Platforms on Local Restaurant Employment","conference":{"location":"Maui, Hawaii, USA","name":"55th Hawaii International Conference on System Sciences (HICSS)"}},{"year":"2023","citation":{"ama":"Dou J, Götte T, Hillebrandt H, Scheideler C, Werthmann J. 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