[{"title":"Constructive design of bonded FRP mixed joints under consideration of edge effects","conference":{"start_date":"2018-09-05","name":"12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)","location":"Lissabon","end_date":"2018-09-07"},"date_updated":"2022-01-06T06:54:25Z","author":[{"first_name":"Johannes","id":"59070","full_name":"Göddecke, Johannes","last_name":"Göddecke"},{"first_name":"Gerson","id":"32056","full_name":"Meschut, Gerson","last_name":"Meschut","orcid":"0000-0002-2763-1246"},{"first_name":"Dominik","last_name":"Teutenberg","id":"537","full_name":"Teutenberg, Dominik"}],"date_created":"2020-11-02T14:42:12Z","year":"2018","place":"Lissabon","citation":{"apa":"Göddecke, J., Meschut, G., &#38; Teutenberg, D. (2018). Constructive design of bonded FRP mixed joints under consideration of edge effects. In L. da Silva (Ed.), <i>12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)</i>. Lissabon.","mla":"Göddecke, Johannes, et al. “Constructive Design of Bonded FRP Mixed Joints under Consideration of Edge Effects.” <i>12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)</i>, edited by Lucas da Silva, 2018.","bibtex":"@inproceedings{Göddecke_Meschut_Teutenberg_2018, place={Lissabon}, series={12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)}, title={Constructive design of bonded FRP mixed joints under consideration of edge effects}, booktitle={12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)}, author={Göddecke, Johannes and Meschut, Gerson and Teutenberg, Dominik}, editor={da Silva, LucasEditor}, year={2018}, collection={12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)} }","short":"J. Göddecke, G. Meschut, D. Teutenberg, in: L. da Silva (Ed.), 12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018), Lissabon, 2018.","chicago":"Göddecke, Johannes, Gerson Meschut, and Dominik Teutenberg. “Constructive Design of Bonded FRP Mixed Joints under Consideration of Edge Effects.” In <i>12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)</i>, edited by Lucas da Silva. 12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018). Lissabon, 2018.","ieee":"J. Göddecke, G. Meschut, and D. Teutenberg, “Constructive design of bonded FRP mixed joints under consideration of edge effects,” in <i>12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)</i>, Lissabon, 2018.","ama":"Göddecke J, Meschut G, Teutenberg D. Constructive design of bonded FRP mixed joints under consideration of edge effects. In: da Silva L, ed. <i>12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)</i>. 12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018). Lissabon; 2018."},"publication_identifier":{"isbn":["978-989-8927-24-8"]},"language":[{"iso":"eng"}],"_id":"20263","department":[{"_id":"157"}],"user_id":"59070","series_title":"12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)","editor":[{"first_name":"Lucas","full_name":"da Silva, Lucas","last_name":"da Silva"}],"status":"public","publication":"12TH EUROPEAN ADHESION CONFERENCE (EURADH 2018)","type":"conference"},{"language":[{"iso":"eng"}],"user_id":"59070","department":[{"_id":"157"}],"_id":"20267","status":"public","type":"book","title":"FOREL-Studie 2018: Ressourceneffizienter Leichtbau für die Mobilität (Wandel-Prognose-Transfer)","author":[{"full_name":"Göddecke, Johannes","id":"59070","last_name":"Göddecke","first_name":"Johannes"},{"first_name":"Gerson","id":"32056","full_name":"Meschut, Gerson","orcid":"0000-0002-2763-1246","last_name":"Meschut"}],"date_created":"2020-11-02T14:48:56Z","publisher":"Plattform FOREL","date_updated":"2022-01-06T06:54:25Z","citation":{"ama":"Göddecke J, Meschut G. <i>FOREL-Studie 2018: Ressourceneffizienter Leichtbau Für Die Mobilität (Wandel-Prognose-Transfer)</i>. Plattform FOREL; 2018.","ieee":"J. Göddecke and G. Meschut, <i>FOREL-Studie 2018: Ressourceneffizienter Leichtbau für die Mobilität (Wandel-Prognose-Transfer)</i>. Plattform FOREL, 2018.","chicago":"Göddecke, Johannes, and Gerson Meschut. <i>FOREL-Studie 2018: Ressourceneffizienter Leichtbau Für Die Mobilität (Wandel-Prognose-Transfer)</i>. Plattform FOREL, 2018.","short":"J. Göddecke, G. Meschut, FOREL-Studie 2018: Ressourceneffizienter Leichtbau Für Die Mobilität (Wandel-Prognose-Transfer), Plattform FOREL, 2018.","mla":"Göddecke, Johannes, and Gerson Meschut. <i>FOREL-Studie 2018: Ressourceneffizienter Leichtbau Für Die Mobilität (Wandel-Prognose-Transfer)</i>. Plattform FOREL, 2018.","bibtex":"@book{Göddecke_Meschut_2018, title={FOREL-Studie 2018: Ressourceneffizienter Leichtbau für die Mobilität (Wandel-Prognose-Transfer)}, publisher={Plattform FOREL}, author={Göddecke, Johannes and Meschut, Gerson}, year={2018} }","apa":"Göddecke, J., &#38; Meschut, G. (2018). <i>FOREL-Studie 2018: Ressourceneffizienter Leichtbau für die Mobilität (Wandel-Prognose-Transfer)</i>. Plattform FOREL."},"year":"2018","publication_identifier":{"isbn":["978-3-86780-559-9"]}},{"date_created":"2020-11-04T14:32:49Z","author":[{"first_name":"Sebastian","full_name":"Wiesenmayer, Sebastian","last_name":"Wiesenmayer"},{"first_name":"Martin","last_name":"Müller","full_name":"Müller, Martin"},{"full_name":"Dornberger, Peter","last_name":"Dornberger","first_name":"Peter"},{"last_name":"Han","full_name":"Han, Daxin","id":"36544","first_name":"Daxin"},{"full_name":"Hörhold, Réjane","last_name":"Hörhold","first_name":"Réjane"},{"last_name":"Meschut","orcid":"0000-0002-2763-1246","id":"32056","full_name":"Meschut, Gerson","first_name":"Gerson"},{"first_name":"Marion","full_name":"Merklein, Marion","last_name":"Merklein"}],"date_updated":"2022-01-06T06:54:25Z","doi":"10.4028/www.scientific.net/kem.767.397","title":"Numerical Investigation of the Tool Load in Joining by Forming of Dissimilar Materials Using Shear-Clinching Technology","publication_status":"published","publication_identifier":{"issn":["1662-9795"]},"citation":{"apa":"Wiesenmayer, S., Müller, M., Dornberger, P., Han, D., Hörhold, R., Meschut, G., &#38; Merklein, M. (2018). Numerical Investigation of the Tool Load in Joining by Forming of Dissimilar Materials Using Shear-Clinching Technology. <i>Key Engineering Materials</i>, 397–404. <a href=\"https://doi.org/10.4028/www.scientific.net/kem.767.397\">https://doi.org/10.4028/www.scientific.net/kem.767.397</a>","bibtex":"@article{Wiesenmayer_Müller_Dornberger_Han_Hörhold_Meschut_Merklein_2018, title={Numerical Investigation of the Tool Load in Joining by Forming of Dissimilar Materials Using Shear-Clinching Technology}, DOI={<a href=\"https://doi.org/10.4028/www.scientific.net/kem.767.397\">10.4028/www.scientific.net/kem.767.397</a>}, journal={Key Engineering Materials}, author={Wiesenmayer, Sebastian and Müller, Martin and Dornberger, Peter and Han, Daxin and Hörhold, Réjane and Meschut, Gerson and Merklein, Marion}, year={2018}, pages={397–404} }","short":"S. Wiesenmayer, M. Müller, P. Dornberger, D. Han, R. Hörhold, G. Meschut, M. Merklein, Key Engineering Materials (2018) 397–404.","mla":"Wiesenmayer, Sebastian, et al. “Numerical Investigation of the Tool Load in Joining by Forming of Dissimilar Materials Using Shear-Clinching Technology.” <i>Key Engineering Materials</i>, 2018, pp. 397–404, doi:<a href=\"https://doi.org/10.4028/www.scientific.net/kem.767.397\">10.4028/www.scientific.net/kem.767.397</a>.","ama":"Wiesenmayer S, Müller M, Dornberger P, et al. Numerical Investigation of the Tool Load in Joining by Forming of Dissimilar Materials Using Shear-Clinching Technology. <i>Key Engineering Materials</i>. 2018:397-404. doi:<a href=\"https://doi.org/10.4028/www.scientific.net/kem.767.397\">10.4028/www.scientific.net/kem.767.397</a>","chicago":"Wiesenmayer, Sebastian, Martin Müller, Peter Dornberger, Daxin Han, Réjane Hörhold, Gerson Meschut, and Marion Merklein. “Numerical Investigation of the Tool Load in Joining by Forming of Dissimilar Materials Using Shear-Clinching Technology.” <i>Key Engineering Materials</i>, 2018, 397–404. <a href=\"https://doi.org/10.4028/www.scientific.net/kem.767.397\">https://doi.org/10.4028/www.scientific.net/kem.767.397</a>.","ieee":"S. Wiesenmayer <i>et al.</i>, “Numerical Investigation of the Tool Load in Joining by Forming of Dissimilar Materials Using Shear-Clinching Technology,” <i>Key Engineering Materials</i>, pp. 397–404, 2018."},"page":"397-404","year":"2018","user_id":"36544","department":[{"_id":"157"}],"_id":"20282","language":[{"iso":"eng"}],"article_type":"original","type":"journal_article","publication":"Key Engineering Materials","status":"public","abstract":[{"lang":"eng","text":"<jats:p>Modern developments in the automotive sector are motivated by the objective of lowering the emission of pollutants. In contrast, growing demands for safety and comfort lead to a potential increase of the weight of vehicles. Thus, the consequent use of lightweight design is indispensable. This includes the use of different materials for the construction of car bodies. Because of various material properties, joining of dissimilar materials is challenging and requires often the application of non-thermic processes like riveting or clinching. These processes are limited by the mechanical properties of the joining partners. Especially the increasing use of ultra-high strength alloys, like the hot stamped steel 22MnB5, makes the development of new joining technologies necessary. One of these innovative technologies is shear-clinching. By combining shear-cutting and clinching in one process, this technology produces durable and tight connections of dissimilar materials with high differences regarding strength and formability. In contrast to shear-cutting the die-sided material has no contact with the punch. Since the process of shear-clinching is a combination of cutting and joining using the same tool, the tool loads differ from common shear-cutting. Especially cutting hot stamped steels is a challenge due to their high ultimate strength which leads to high tool loads. Thus, the analysis of the load condition is essential for the dimensioning of durable and wear resistant tools. Hence, the scope of this paper is a numerical investigation of the tool loads during the indirect cutting process and the subsequent step of joining by forming during shear-clinching. Since an experimental investigation of the occurring tool loads in the closed process is not practicable, the finite element method has to be used. Therefore, a damage-based numerical model is set up to enable the coupled simulation of the combined cutting and joining process and the resulting tool loads. This allows the analysis of the loads during the whole process, identifying the influences of materials and sheet thicknesses.</jats:p>"}]},{"publication_status":"published","publication_identifier":{"issn":["2351-9789"]},"year":"2018","citation":{"ama":"Han D, Hörhold R, Wiesenmayer S, Merklein M, Meschut G. Investigation of the influence of tool-sided parameters on deformation and occurring tool loads in shear-clinching processes. <i>Procedia Manufacturing</i>. 2018:1346-1353. doi:<a href=\"https://doi.org/10.1016/j.promfg.2018.07.349\">10.1016/j.promfg.2018.07.349</a>","ieee":"D. Han, R. Hörhold, S. Wiesenmayer, M. Merklein, and G. Meschut, “Investigation of the influence of tool-sided parameters on deformation and occurring tool loads in shear-clinching processes,” <i>Procedia Manufacturing</i>, pp. 1346–1353, 2018.","chicago":"Han, Daxin, Réjane Hörhold, Sebastian Wiesenmayer, Marion Merklein, and Gerson Meschut. “Investigation of the Influence of Tool-Sided Parameters on Deformation and Occurring Tool Loads in Shear-Clinching Processes.” <i>Procedia Manufacturing</i>, 2018, 1346–53. <a href=\"https://doi.org/10.1016/j.promfg.2018.07.349\">https://doi.org/10.1016/j.promfg.2018.07.349</a>.","short":"D. Han, R. Hörhold, S. Wiesenmayer, M. Merklein, G. Meschut, Procedia Manufacturing (2018) 1346–1353.","bibtex":"@article{Han_Hörhold_Wiesenmayer_Merklein_Meschut_2018, title={Investigation of the influence of tool-sided parameters on deformation and occurring tool loads in shear-clinching processes}, DOI={<a href=\"https://doi.org/10.1016/j.promfg.2018.07.349\">10.1016/j.promfg.2018.07.349</a>}, journal={Procedia Manufacturing}, author={Han, Daxin and Hörhold, Réjane and Wiesenmayer, Sebastian and Merklein, Marion and Meschut, Gerson}, year={2018}, pages={1346–1353} }","mla":"Han, Daxin, et al. “Investigation of the Influence of Tool-Sided Parameters on Deformation and Occurring Tool Loads in Shear-Clinching Processes.” <i>Procedia Manufacturing</i>, 2018, pp. 1346–53, doi:<a href=\"https://doi.org/10.1016/j.promfg.2018.07.349\">10.1016/j.promfg.2018.07.349</a>.","apa":"Han, D., Hörhold, R., Wiesenmayer, S., Merklein, M., &#38; Meschut, G. (2018). Investigation of the influence of tool-sided parameters on deformation and occurring tool loads in shear-clinching processes. <i>Procedia Manufacturing</i>, 1346–1353. <a href=\"https://doi.org/10.1016/j.promfg.2018.07.349\">https://doi.org/10.1016/j.promfg.2018.07.349</a>"},"page":"1346-1353","date_updated":"2022-01-06T06:54:25Z","date_created":"2020-11-04T14:35:52Z","author":[{"id":"36544","full_name":"Han, Daxin","last_name":"Han","first_name":"Daxin"},{"first_name":"Réjane","full_name":"Hörhold, Réjane","last_name":"Hörhold"},{"first_name":"Sebastian","full_name":"Wiesenmayer, Sebastian","last_name":"Wiesenmayer"},{"full_name":"Merklein, Marion","last_name":"Merklein","first_name":"Marion"},{"first_name":"Gerson","orcid":"0000-0002-2763-1246","last_name":"Meschut","full_name":"Meschut, Gerson","id":"32056"}],"title":"Investigation of the influence of tool-sided parameters on deformation and occurring tool loads in shear-clinching processes","doi":"10.1016/j.promfg.2018.07.349","type":"journal_article","publication":"Procedia Manufacturing","status":"public","_id":"20283","user_id":"36544","department":[{"_id":"157"}],"article_type":"original","language":[{"iso":"eng"}]},{"publication_identifier":{"issn":["0043-2288","1878-6669"]},"publication_status":"published","page":"97-106","citation":{"ama":"Ivanjko M, Meschut G. Innovative joining technology for multi-material applications with high manganese steels in lightweight car body structures. <i>Welding in the World</i>. 2018:97-106. doi:<a href=\"https://doi.org/10.1007/s40194-018-0648-9\">10.1007/s40194-018-0648-9</a>","ieee":"M. Ivanjko and G. Meschut, “Innovative joining technology for multi-material applications with high manganese steels in lightweight car body structures,” <i>Welding in the World</i>, pp. 97–106, 2018.","chicago":"Ivanjko, Martin, and Gerson Meschut. “Innovative Joining Technology for Multi-Material Applications with High Manganese Steels in Lightweight Car Body Structures.” <i>Welding in the World</i>, 2018, 97–106. <a href=\"https://doi.org/10.1007/s40194-018-0648-9\">https://doi.org/10.1007/s40194-018-0648-9</a>.","mla":"Ivanjko, Martin, and Gerson Meschut. “Innovative Joining Technology for Multi-Material Applications with High Manganese Steels in Lightweight Car Body Structures.” <i>Welding in the World</i>, 2018, pp. 97–106, doi:<a href=\"https://doi.org/10.1007/s40194-018-0648-9\">10.1007/s40194-018-0648-9</a>.","short":"M. Ivanjko, G. Meschut, Welding in the World (2018) 97–106.","bibtex":"@article{Ivanjko_Meschut_2018, title={Innovative joining technology for multi-material applications with high manganese steels in lightweight car body structures}, DOI={<a href=\"https://doi.org/10.1007/s40194-018-0648-9\">10.1007/s40194-018-0648-9</a>}, journal={Welding in the World}, author={Ivanjko, Martin and Meschut, Gerson}, year={2018}, pages={97–106} }","apa":"Ivanjko, M., &#38; Meschut, G. (2018). Innovative joining technology for multi-material applications with high manganese steels in lightweight car body structures. <i>Welding in the World</i>, 97–106. <a href=\"https://doi.org/10.1007/s40194-018-0648-9\">https://doi.org/10.1007/s40194-018-0648-9</a>"},"year":"2018","author":[{"first_name":"Martin","full_name":"Ivanjko, Martin","id":"59675","last_name":"Ivanjko"},{"last_name":"Meschut","full_name":"Meschut, Gerson","first_name":"Gerson"}],"date_created":"2020-11-04T15:42:40Z","date_updated":"2022-01-06T06:54:25Z","doi":"10.1007/s40194-018-0648-9","title":"Innovative joining technology for multi-material applications with high manganese steels in lightweight car body structures","publication":"Welding in the World","type":"journal_article","status":"public","department":[{"_id":"157"}],"user_id":"59675","_id":"20289","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"_id":"27981","external_id":{"pmid":["29914103"]},"user_id":"61597","department":[{"_id":"17"},{"_id":"22"},{"_id":"571"}],"status":"public","type":"journal_article","publication":"Nutrients","title":"Habitual Fructose Intake Relates to Insulin Sensitivity and Fatty Liver Index in Recent-Onset Type 2 Diabetes Patients and Individuals without Diabetes.","doi":"10.3390/nu10060774","date_updated":"2022-01-06T06:57:49Z","author":[{"full_name":"Weber, KS","last_name":"Weber","first_name":"KS"},{"full_name":"Simon, MC","last_name":"Simon","first_name":"MC"},{"first_name":"K","full_name":"Strassburger, K","last_name":"Strassburger"},{"full_name":"Markgraf, DF","last_name":"Markgraf","first_name":"DF"},{"first_name":"Anette","last_name":"Buyken","id":"65985","full_name":"Buyken, Anette"},{"last_name":"Szendroedi","full_name":"Szendroedi, J","first_name":"J"},{"last_name":"Müssig","full_name":"Müssig, K","first_name":"K"},{"full_name":"Roden, M","last_name":"Roden","first_name":"M"},{"first_name":"GDS","full_name":"Group, GDS","last_name":"Group"}],"date_created":"2021-11-26T13:32:03Z","volume":10,"year":"2018","citation":{"apa":"Weber, K., Simon, M., Strassburger, K., Markgraf, D., Buyken, A., Szendroedi, J., Müssig, K., Roden, M., &#38; Group, G. (2018). Habitual Fructose Intake Relates to Insulin Sensitivity and Fatty Liver Index in Recent-Onset Type 2 Diabetes Patients and Individuals without Diabetes. <i>Nutrients</i>, <i>10</i>(6). <a href=\"https://doi.org/10.3390/nu10060774\">https://doi.org/10.3390/nu10060774</a>","bibtex":"@article{Weber_Simon_Strassburger_Markgraf_Buyken_Szendroedi_Müssig_Roden_Group_2018, title={Habitual Fructose Intake Relates to Insulin Sensitivity and Fatty Liver Index in Recent-Onset Type 2 Diabetes Patients and Individuals without Diabetes.}, volume={10}, DOI={<a href=\"https://doi.org/10.3390/nu10060774\">10.3390/nu10060774</a>}, number={6}, journal={Nutrients}, author={Weber, KS and Simon, MC and Strassburger, K and Markgraf, DF and Buyken, Anette and Szendroedi, J and Müssig, K and Roden, M and Group, GDS}, year={2018} }","short":"K. Weber, M. Simon, K. Strassburger, D. Markgraf, A. Buyken, J. Szendroedi, K. Müssig, M. Roden, G. Group, Nutrients 10 (2018).","mla":"Weber, KS, et al. “Habitual Fructose Intake Relates to Insulin Sensitivity and Fatty Liver Index in Recent-Onset Type 2 Diabetes Patients and Individuals without Diabetes.” <i>Nutrients</i>, vol. 10, no. 6, 2018, doi:<a href=\"https://doi.org/10.3390/nu10060774\">10.3390/nu10060774</a>.","ama":"Weber K, Simon M, Strassburger K, et al. Habitual Fructose Intake Relates to Insulin Sensitivity and Fatty Liver Index in Recent-Onset Type 2 Diabetes Patients and Individuals without Diabetes. <i>Nutrients</i>. 2018;10(6). doi:<a href=\"https://doi.org/10.3390/nu10060774\">10.3390/nu10060774</a>","chicago":"Weber, KS, MC Simon, K Strassburger, DF Markgraf, Anette Buyken, J Szendroedi, K Müssig, M Roden, and GDS Group. “Habitual Fructose Intake Relates to Insulin Sensitivity and Fatty Liver Index in Recent-Onset Type 2 Diabetes Patients and Individuals without Diabetes.” <i>Nutrients</i> 10, no. 6 (2018). <a href=\"https://doi.org/10.3390/nu10060774\">https://doi.org/10.3390/nu10060774</a>.","ieee":"K. Weber <i>et al.</i>, “Habitual Fructose Intake Relates to Insulin Sensitivity and Fatty Liver Index in Recent-Onset Type 2 Diabetes Patients and Individuals without Diabetes.,” <i>Nutrients</i>, vol. 10, no. 6, 2018, doi: <a href=\"https://doi.org/10.3390/nu10060774\">10.3390/nu10060774</a>."},"intvolume":"        10","pmid":"1","publication_identifier":{"issn":["2072-6643"]},"issue":"6"},{"date_updated":"2022-01-06T06:57:50Z","author":[{"full_name":"Bloh, Thiemo","id":"69383","orcid":"0000-0002-2215-2924","last_name":"Bloh","first_name":"Thiemo"},{"first_name":"Bea","id":"69910","full_name":"Bloh, Bea","last_name":"Bloh"}],"date_created":"2021-11-26T15:42:14Z","title":"„Persons in the Shadow“ und ihre Bedeutung für die Entwicklung von Lehrerexpertise","conference":{"name":"83. Tagung der Arbeitsgruppe für Empirische Pädagogische Forschung (AEPF)","location":"Lüneburg"},"year":"2018","citation":{"apa":"Bloh, T., &#38; Bloh, B. (2018). <i>„Persons in the Shadow“ und ihre Bedeutung für die Entwicklung von Lehrerexpertise</i>. 83. Tagung der Arbeitsgruppe für Empirische Pädagogische Forschung (AEPF), Lüneburg.","short":"T. Bloh, B. Bloh, in: 2018.","mla":"Bloh, Thiemo, and Bea Bloh. <i>„Persons in the Shadow“ und ihre Bedeutung für die Entwicklung von Lehrerexpertise</i>. 2018.","bibtex":"@inproceedings{Bloh_Bloh_2018, title={„Persons in the Shadow“ und ihre Bedeutung für die Entwicklung von Lehrerexpertise}, author={Bloh, Thiemo and Bloh, Bea}, year={2018} }","ama":"Bloh T, Bloh B. „Persons in the Shadow“ und ihre Bedeutung für die Entwicklung von Lehrerexpertise. In: ; 2018.","ieee":"T. Bloh and B. Bloh, “„Persons in the Shadow“ und ihre Bedeutung für die Entwicklung von Lehrerexpertise,” presented at the 83. Tagung der Arbeitsgruppe für Empirische Pädagogische Forschung (AEPF), Lüneburg, 2018.","chicago":"Bloh, Thiemo, and Bea Bloh. “„Persons in the Shadow“ und ihre Bedeutung für die Entwicklung von Lehrerexpertise,” 2018."},"_id":"28005","department":[{"_id":"36"},{"_id":"456"}],"user_id":"49044","language":[{"iso":"ger"}],"type":"conference","status":"public"},{"date_updated":"2022-01-06T06:57:50Z","date_created":"2021-11-26T17:44:28Z","author":[{"full_name":"Bloh, Thiemo","id":"69383","orcid":"0000-0002-2215-2924","last_name":"Bloh","first_name":"Thiemo"},{"first_name":"Bea","last_name":"Bloh","full_name":"Bloh, Bea","id":"69910"},{"full_name":"van Ophuysen, Stefanie","last_name":"van Ophuysen","first_name":"Stefanie"}],"title":"Professionelle Lerngemeinschaften und Communities of Practice – Unterschiedliche theoretische Ansätze zur Erforschung von Lehrerkooperation","conference":{"name":" „Professionelle Lerngemeinschaften als Entwicklungsinstrument im Bildungswesen\""},"year":"2018","citation":{"ieee":"T. Bloh, B. Bloh, and S. van Ophuysen, “Professionelle Lerngemeinschaften und Communities of Practice – Unterschiedliche theoretische Ansätze zur Erforschung von Lehrerkooperation,” presented at the  „Professionelle Lerngemeinschaften als Entwicklungsinstrument im Bildungswesen\", 2018.","chicago":"Bloh, Thiemo, Bea Bloh, and Stefanie van Ophuysen. “Professionelle Lerngemeinschaften und Communities of Practice – Unterschiedliche theoretische Ansätze zur Erforschung von Lehrerkooperation,” 2018.","ama":"Bloh T, Bloh B, van Ophuysen S. Professionelle Lerngemeinschaften und Communities of Practice – Unterschiedliche theoretische Ansätze zur Erforschung von Lehrerkooperation. In: ; 2018.","apa":"Bloh, T., Bloh, B., &#38; van Ophuysen, S. (2018). <i>Professionelle Lerngemeinschaften und Communities of Practice – Unterschiedliche theoretische Ansätze zur Erforschung von Lehrerkooperation</i>.  „Professionelle Lerngemeinschaften als Entwicklungsinstrument im Bildungswesen\".","short":"T. Bloh, B. Bloh, S. van Ophuysen, in: 2018.","mla":"Bloh, Thiemo, et al. <i>Professionelle Lerngemeinschaften und Communities of Practice – Unterschiedliche theoretische Ansätze zur Erforschung von Lehrerkooperation</i>. 2018.","bibtex":"@inproceedings{Bloh_Bloh_van Ophuysen_2018, title={Professionelle Lerngemeinschaften und Communities of Practice – Unterschiedliche theoretische Ansätze zur Erforschung von Lehrerkooperation}, author={Bloh, Thiemo and Bloh, Bea and van Ophuysen, Stefanie}, year={2018} }"},"_id":"28007","user_id":"49044","department":[{"_id":"456"}],"language":[{"iso":"ger"}],"type":"conference","status":"public"},{"language":[{"iso":"ger"}],"_id":"28020","department":[{"_id":"36"},{"_id":"456"}],"user_id":"49044","status":"public","type":"conference","title":"Vermittlungsstrategien zum Forschenden Lernen in der Lehrerbildung - Was nutzt der Nutzen?","conference":{"name":"12. 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Fachtagung für Psychologiedidaktik und Evaluation.","bibtex":"@inproceedings{Bloh_Schürer_Behrmann_van Ophuysen_2018, title={Vermittlungsstrategien zum Forschenden Lernen in der Lehrerbildung - Was nutzt der Nutzen?}, author={Bloh, Bea and Schürer, Sina and Behrmann, Lars and van Ophuysen, Stefanie}, year={2018} }","mla":"Bloh, Bea, et al. <i>Vermittlungsstrategien zum Forschenden Lernen in der Lehrerbildung - Was nutzt der Nutzen?</i> 2018.","short":"B. Bloh, S. Schürer, L. Behrmann, S. van Ophuysen, in: 2018.","ama":"Bloh B, Schürer S, Behrmann L, van Ophuysen S. Vermittlungsstrategien zum Forschenden Lernen in der Lehrerbildung - Was nutzt der Nutzen? In: ; 2018.","ieee":"B. Bloh, S. Schürer, L. Behrmann, and S. van Ophuysen, “Vermittlungsstrategien zum Forschenden Lernen in der Lehrerbildung - Was nutzt der Nutzen?,” presented at the 12. Fachtagung für Psychologiedidaktik und Evaluation, 2018.","chicago":"Bloh, Bea, Sina Schürer, Lars Behrmann, and Stefanie van Ophuysen. “Vermittlungsstrategien zum Forschenden Lernen in der Lehrerbildung - Was nutzt der Nutzen?,” 2018."}},{"_id":"2814","department":[{"_id":"19"},{"_id":"200"},{"_id":"475"},{"_id":"202"}],"user_id":"186","language":[{"iso":"eng"}],"publication":"Journal of International Development","type":"journal_article","status":"public","date_updated":"2022-01-06T06:57:52Z","volume":30,"author":[{"first_name":"Thomas","last_name":"Gries","full_name":"Gries, Thomas","id":"186"},{"first_name":"Rainer","full_name":"Grundmann, Rainer","last_name":"Grundmann"}],"date_created":"2018-05-18T11:05:19Z","title":"Fertility and Modernization: The Role of Urbanization in Developing Countries","doi":"10.1002/jid.3104","issue":"3","year":"2018","page":"493-506","intvolume":"        30","citation":{"chicago":"Gries, Thomas, and Rainer Grundmann. “Fertility and Modernization: The Role of Urbanization in Developing Countries.” <i>Journal of International Development</i> 30, no. 3 (2018): 493–506. <a href=\"https://doi.org/10.1002/jid.3104\">https://doi.org/10.1002/jid.3104</a>.","ieee":"T. Gries and R. Grundmann, “Fertility and Modernization: The Role of Urbanization in Developing Countries,” <i>Journal of International Development</i>, vol. 30, no. 3, pp. 493–506, 2018.","ama":"Gries T, Grundmann R. Fertility and Modernization: The Role of Urbanization in Developing Countries. <i>Journal of International Development</i>. 2018;30(3):493-506. doi:<a href=\"https://doi.org/10.1002/jid.3104\">10.1002/jid.3104</a>","bibtex":"@article{Gries_Grundmann_2018, title={Fertility and Modernization: The Role of Urbanization in Developing Countries}, volume={30}, DOI={<a href=\"https://doi.org/10.1002/jid.3104\">10.1002/jid.3104</a>}, number={3}, journal={Journal of International Development}, author={Gries, Thomas and Grundmann, Rainer}, year={2018}, pages={493–506} }","mla":"Gries, Thomas, and Rainer Grundmann. “Fertility and Modernization: The Role of Urbanization in Developing Countries.” <i>Journal of International Development</i>, vol. 30, no. 3, 2018, pp. 493–506, doi:<a href=\"https://doi.org/10.1002/jid.3104\">10.1002/jid.3104</a>.","short":"T. Gries, R. Grundmann, Journal of International Development 30 (2018) 493–506.","apa":"Gries, T., &#38; Grundmann, R. (2018). Fertility and Modernization: The Role of Urbanization in Developing Countries. <i>Journal of International Development</i>, <i>30</i>(3), 493–506. <a href=\"https://doi.org/10.1002/jid.3104\">https://doi.org/10.1002/jid.3104</a>"}},{"year":"2018","place":"Martin, Slovakia","page":"22-27","citation":{"apa":"Kundisch, D., &#38; Beverungen, D. (2018). <i>Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten</i> (pp. 22–27). Martin, Slovakia.","bibtex":"@book{Kundisch_Beverungen_2018, place={Martin, Slovakia}, series={Perspektiven für Informatiker 2019, e-fellows.net}, title={Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten}, author={Kundisch, Dennis and Beverungen, Daniel}, year={2018}, pages={22–27}, collection={Perspektiven für Informatiker 2019, e-fellows.net} }","short":"D. Kundisch, D. Beverungen, Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten, Martin, Slovakia, 2018.","mla":"Kundisch, Dennis, and Daniel Beverungen. <i>Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten</i>. 2018, pp. 22–27.","ama":"Kundisch D, Beverungen D. <i>Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten</i>. Martin, Slovakia; 2018:22-27.","ieee":"D. Kundisch and D. Beverungen, <i>Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten</i>. Martin, Slovakia, 2018, pp. 22–27.","chicago":"Kundisch, Dennis, and Daniel Beverungen. <i>Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten</i>. Perspektiven für Informatiker 2019, e-fellows.net. Martin, Slovakia, 2018."},"title":"Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten","date_updated":"2022-01-06T06:57:53Z","date_created":"2018-05-18T12:36:25Z","author":[{"first_name":"Dennis","full_name":"Kundisch, Dennis","id":"21117","last_name":"Kundisch"},{"first_name":"Daniel","last_name":"Beverungen","id":"59677","full_name":"Beverungen, Daniel"}],"status":"public","type":"report","language":[{"iso":"ger"}],"_id":"2821","department":[{"_id":"276"}],"user_id":"16205","series_title":"Perspektiven für Informatiker 2019, e-fellows.net"},{"citation":{"ieee":"M. Feldotto, C.-J. Haake, A. Skopalik, and N. Stroh-Maraun, “Disaggregating User Evaluations Using the Shapley Value,” in <i>Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)</i>, Irvine, California, USA, 2018, pp. 5:1-5:6.","chicago":"Feldotto, Matthias, Claus-Jochen Haake, Alexander Skopalik, and Nadja Stroh-Maraun. “Disaggregating User Evaluations Using the Shapley Value.” In <i>Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)</i>, 5:1-5:6, 2018. <a href=\"https://doi.org/10.1145/3230654.3230659\">https://doi.org/10.1145/3230654.3230659</a>.","ama":"Feldotto M, Haake C-J, Skopalik A, Stroh-Maraun N. Disaggregating User Evaluations Using the Shapley Value. In: <i>Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)</i>. ; 2018:5:1-5:6. doi:<a href=\"https://doi.org/10.1145/3230654.3230659\">10.1145/3230654.3230659</a>","bibtex":"@inproceedings{Feldotto_Haake_Skopalik_Stroh-Maraun_2018, title={Disaggregating User Evaluations Using the Shapley Value}, DOI={<a href=\"https://doi.org/10.1145/3230654.3230659\">10.1145/3230654.3230659</a>}, booktitle={Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)}, author={Feldotto, Matthias and Haake, Claus-Jochen and Skopalik, Alexander and Stroh-Maraun, Nadja}, year={2018}, pages={5:1-5:6} }","short":"M. Feldotto, C.-J. Haake, A. Skopalik, N. Stroh-Maraun, in: Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018), 2018, pp. 5:1-5:6.","mla":"Feldotto, Matthias, et al. “Disaggregating User Evaluations Using the Shapley Value.” <i>Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)</i>, 2018, pp. 5:1-5:6, doi:<a href=\"https://doi.org/10.1145/3230654.3230659\">10.1145/3230654.3230659</a>.","apa":"Feldotto, M., Haake, C.-J., Skopalik, A., &#38; Stroh-Maraun, N. (2018). Disaggregating User Evaluations Using the Shapley Value. In <i>Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)</i> (pp. 5:1-5:6). Irvine, California, USA. <a href=\"https://doi.org/10.1145/3230654.3230659\">https://doi.org/10.1145/3230654.3230659</a>"},"page":"5:1-5:6","publication_status":"published","has_accepted_license":"1","publication_identifier":{"isbn":["978-1-4503-5916-0"]},"doi":"10.1145/3230654.3230659","conference":{"name":"The 13th Workshop on the Economics of Networks, Systems and Computation (NetEcon 2018)","start_date":"2018-06-18","end_date":"2018-06-18","location":"Irvine, California, USA"},"date_updated":"2022-01-06T06:58:01Z","author":[{"orcid":"0000-0003-1348-6516","last_name":"Feldotto","id":"14052","full_name":"Feldotto, Matthias","first_name":"Matthias"},{"id":"20801","full_name":"Haake, Claus-Jochen","last_name":"Haake","first_name":"Claus-Jochen"},{"last_name":"Skopalik","id":"40384","full_name":"Skopalik, Alexander","first_name":"Alexander"},{"first_name":"Nadja","last_name":"Stroh-Maraun","id":"13264","full_name":"Stroh-Maraun, Nadja"}],"status":"public","type":"conference","file_date_updated":"2018-08-15T07:30:50Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"},{"_id":"7","name":"SFB 901 - Subproject A3"}],"_id":"2831","user_id":"14052","department":[{"_id":"541"},{"_id":"63"},{"_id":"205"},{"_id":"475"}],"year":"2018","title":"Disaggregating User Evaluations Using the Shapley Value","date_created":"2018-05-22T10:28:51Z","abstract":[{"lang":"eng","text":"We consider a market where final products or services are compositions of a number of basic services. Users are asked to evaluate the quality of the composed product after purchase. The quality of the basic service influences the performance of the composed services but cannot be observed directly. The question we pose is whether it is possible to use user evaluations on composed services to assess the quality of basic services. We discuss how to combine aggregation of evaluations across users and disaggregation of information on composed services to derive valuations for the single components. As a solution we propose to use the (weighted) average as aggregation device in connection with the Shapley value as disaggregation method, since this combination fulfills natural requirements in our context. In addition, we address some occurring computational issues: We give an approximate solution concept using only a limited number of evaluations which guarantees nearly optimal results with reduced running time. Lastly, we show that a slightly modified Shapley value and the weighted average are still applicable if the evaluation profiles are incomplete."}],"file":[{"creator":"nmaraun","date_created":"2018-08-15T07:30:50Z","date_updated":"2018-08-15T07:30:50Z","file_name":"Disaggregating User Evaluations Using the Shapley Value.pdf","file_id":"3910","access_level":"closed","file_size":1450171,"content_type":"application/pdf","relation":"main_file","success":1}],"publication":"Proceedings of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)","ddc":["040"],"language":[{"iso":"eng"}]},{"publication":"Proceedings of the 24th Americas Conference on Information Systems (AMCIS)","type":"conference","status":"public","department":[{"_id":"276"}],"user_id":"16205","_id":"2832","language":[{"iso":"other"}],"citation":{"apa":"Schlangenotto, D., Kundisch, D., &#38; Poniatowski, M. (2018). What Drives Paid Search Success: A Systematic Literature Review. In <i>Proceedings of the 24th Americas Conference on Information Systems (AMCIS)</i>. New Orleans, USA.","bibtex":"@inproceedings{Schlangenotto_Kundisch_Poniatowski_2018, title={What Drives Paid Search Success: A Systematic Literature Review}, booktitle={Proceedings of the 24th Americas Conference on Information Systems (AMCIS)}, author={Schlangenotto, Darius and Kundisch, Dennis and Poniatowski, Martin}, year={2018} }","mla":"Schlangenotto, Darius, et al. “What Drives Paid Search Success: A Systematic Literature Review.” <i>Proceedings of the 24th Americas Conference on Information Systems (AMCIS)</i>, 2018.","short":"D. Schlangenotto, D. Kundisch, M. Poniatowski, in: Proceedings of the 24th Americas Conference on Information Systems (AMCIS), 2018.","ama":"Schlangenotto D, Kundisch D, Poniatowski M. What Drives Paid Search Success: A Systematic Literature Review. In: <i>Proceedings of the 24th Americas Conference on Information Systems (AMCIS)</i>. ; 2018.","chicago":"Schlangenotto, Darius, Dennis Kundisch, and Martin Poniatowski. “What Drives Paid Search Success: A Systematic Literature Review.” In <i>Proceedings of the 24th Americas Conference on Information Systems (AMCIS)</i>, 2018.","ieee":"D. Schlangenotto, D. Kundisch, and M. Poniatowski, “What Drives Paid Search Success: A Systematic Literature Review,” in <i>Proceedings of the 24th Americas Conference on Information Systems (AMCIS)</i>, New Orleans, USA, 2018."},"year":"2018","author":[{"last_name":"Schlangenotto","full_name":"Schlangenotto, Darius","id":"13268","first_name":"Darius"},{"first_name":"Dennis","last_name":"Kundisch","id":"21117","full_name":"Kundisch, Dennis"},{"first_name":"Martin","last_name":"Poniatowski","id":"32441","full_name":"Poniatowski, Martin"}],"date_created":"2018-05-23T08:53:44Z","date_updated":"2022-01-06T06:58:01Z","conference":{"name":"24th Americas Conference on Information Systems (AMCIS)","location":"New Orleans, USA"},"title":"What Drives Paid Search Success: A Systematic Literature Review"},{"publication_status":"published","publication_identifier":{"isbn":["978-3-947647-04-0"]},"citation":{"ama":"Gausemeier J. <i>Vorausschau und Technologieplanung. 14. 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November 2018, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.","mla":"Gausemeier, Jürgen. <i>Vorausschau und Technologieplanung. 14. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 8. und 9. November 2018</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.","bibtex":"@book{Gausemeier_2018, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Vorausschau und Technologieplanung. 14. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 8. und 9. November 2018}, volume={385}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Gausemeier, Jürgen}, year={2018}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }","apa":"Gausemeier, J. (2018). <i>Vorausschau und Technologieplanung. 14. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 8. und 9. November 2018</i> (Vol. 385). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn."},"intvolume":"       385","year":"2018","author":[{"id":"163","full_name":"Gausemeier, Jürgen","last_name":"Gausemeier","first_name":"Jürgen"}],"date_created":"2021-12-07T13:21:19Z","volume":385,"date_updated":"2022-01-06T06:58:02Z","publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","title":"Vorausschau und Technologieplanung. 14. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 8. und 9. November 2018","type":"misc","status":"public","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","user_id":"60046","department":[{"_id":"26"}],"_id":"28361","language":[{"iso":"ger"}]},{"ddc":["000"],"language":[{"iso":"eng"}],"file_date_updated":"2018-11-02T15:18:16Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"16","name":"SFB 901 - Subproject C4"}],"_id":"2848","user_id":"477","department":[{"_id":"63"}],"file":[{"success":1,"relation":"main_file","content_type":"application/pdf","file_size":600583,"access_level":"closed","file_id":"5298","file_name":"TowardsFlexibleDemandsInOnline.pdf","date_updated":"2018-11-02T15:18:16Z","date_created":"2018-11-02T15:18:16Z","creator":"ups"}],"status":"public","type":"journal_article","publication":"Algorithmica","title":"Towards Flexible Demands in Online Leasing Problems. 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Li, C. Markarian, F. Meyer auf der Heide, Algorithmica 80 (2018) 1556–1574.","bibtex":"@article{Li_Markarian_Meyer auf der Heide_2018, title={Towards Flexible Demands in Online Leasing Problems. }, volume={80}, DOI={<a href=\"https://doi.org/10.1007/s00453-018-0420-y\">10.1007/s00453-018-0420-y</a>}, number={5}, journal={Algorithmica}, publisher={Springer}, author={Li, Shouwei and Markarian, Christine and Meyer auf der Heide, Friedhelm}, year={2018}, pages={1556–1574} }","ieee":"S. Li, C. Markarian, and F. Meyer auf der Heide, “Towards Flexible Demands in Online Leasing Problems. ,” <i>Algorithmica</i>, vol. 80, no. 5, pp. 1556–1574, 2018.","chicago":"Li, Shouwei, Christine Markarian, and Friedhelm Meyer auf der Heide. “Towards Flexible Demands in Online Leasing Problems. .” <i>Algorithmica</i> 80, no. 5 (2018): 1556–1574. <a href=\"https://doi.org/10.1007/s00453-018-0420-y\">https://doi.org/10.1007/s00453-018-0420-y</a>.","ama":"Li S, Markarian C, Meyer auf der Heide F. Towards Flexible Demands in Online Leasing Problems. . <i>Algorithmica</i>. 2018;80(5):1556–1574. doi:<a href=\"https://doi.org/10.1007/s00453-018-0420-y\">10.1007/s00453-018-0420-y</a>"},"page":"1556–1574","intvolume":"        80","has_accepted_license":"1","issue":"5"},{"file":[{"file_id":"5301","access_level":"closed","file_name":"ApproximationAndHeuristicAlgor.pdf","file_size":1371624,"date_created":"2018-11-02T15:24:32Z","creator":"ups","date_updated":"2018-11-02T15:24:32Z","relation":"main_file","success":1,"content_type":"application/pdf"}],"status":"public","type":"journal_article","publication":"Theory of Computing Systems","file_date_updated":"2018-11-02T15:24:32Z","language":[{"iso":"eng"}],"ddc":["000"],"user_id":"477","department":[{"_id":"63"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - Subproject A1","_id":"5"}],"_id":"2849","citation":{"ama":"Abu-Khzam FN, Markarian C, Meyer auf der Heide F, Schubert M. Approximation and Heuristic Algorithms for Computing Backbones in Asymmetric Ad-hoc Networks. <i>Theory of Computing Systems</i>. 2018. doi:<a href=\"https://doi.org/10.1007/s00224-017-9836-z\">10.1007/s00224-017-9836-z</a>","chicago":"Abu-Khzam, Faisal N. , Christine Markarian, Friedhelm Meyer auf der Heide, and Michael Schubert. “Approximation and Heuristic Algorithms for Computing Backbones in Asymmetric Ad-Hoc Networks.” <i>Theory of Computing Systems</i>, 2018. <a href=\"https://doi.org/10.1007/s00224-017-9836-z\">https://doi.org/10.1007/s00224-017-9836-z</a>.","ieee":"F. N. Abu-Khzam, C. Markarian, F. Meyer auf der Heide, and M. Schubert, “Approximation and Heuristic Algorithms for Computing Backbones in Asymmetric Ad-hoc Networks,” <i>Theory of Computing Systems</i>, 2018.","apa":"Abu-Khzam, F. N., Markarian, C., Meyer auf der Heide, F., &#38; Schubert, M. (2018). 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Beverungen, in: 2018."},"date_updated":"2022-01-06T06:58:11Z","date_created":"2018-05-24T09:43:47Z","author":[{"last_name":"Lüttenberg","full_name":"Lüttenberg, Hedda","id":"60612","first_name":"Hedda"},{"last_name":"Bartelheimer","full_name":"Bartelheimer, Christian","id":"49160","first_name":"Christian"},{"full_name":"Beverungen, Daniel","id":"59677","last_name":"Beverungen","first_name":"Daniel"}],"title":"Designing Predictive Maintenance for Agricultural Machines","conference":{"start_date":"23.06.2018","name":"Twenty-Sixth European Conference on Information Systems (ECIS 2018)","location":"Portsmouth, UK","end_date":"28.06.2018"},"type":"conference","abstract":[{"lang":"eng","text":"The Digital Transformation alters business models in all fields of application, but not all industries transform at the same speed. While recent innovations in smart products, big data, and machine learn-ing have profoundly transformed business models in the high-tech sector, less digitalized industries—like agriculture—have only begun to capitalize on these technologies. Inspired by predictive mainte-nance strategies for industrial equipment, the purpose of this paper is to design, implement, and evaluate a predictive maintenance method for agricultural machines that predicts future defects of a machine’s components, based on a data-driven analysis of service records. An evaluation with 3,407 real-world service records proves that the method predicts damaged parts with a mean accuracy of 86.34%. The artifact is an exaptation of previous design knowledge from high-tech industries to agriculture—a sector in which machines move through rough territory and adverse weather conditions, are utilized exten-sively for short periods, and do not provide sensor data to service providers. Deployed on a platform, the prediction method enables co-creating a predictive maintenance service that helps farmers to avoid resources shortages during harvest seasons, while service providers can plan and conduct maintenance service preemptively and with increased efficiency. 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