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While traditional hedonic house pricing models are fed with hard information based on housing attributes, recently also soft information has been incorporated to increase the predictive performance. This soft information can be extracted from image data by complex models like Convolutional Neural Networks (CNNs). However, these are intransparent which excludes their use for high-stakes financial decisions. To overcome this limitation, we examine if a two-stage modeling approach can provide explainability. We combine visual interpretability by Regression Activation Maps (RAM) for the CNN and a linear regression for the overall prediction. Our experiments are based on 62.000 family homes in Philadelphia and the results indicate that the CNN learns aspects related to vegetation and quality aspects of the house from exterior images, improving the predictive accuracy of real estate appraisal by up to 5.4%.","lang":"eng"}],"date_created":"2021-11-17T07:08:15Z","status":"public","publication":"55th Annual Hawaii International Conference on System Sciences (HICSS-55)","keyword":["Explainable Artificial Intelligence (XAI)","Regression Activation Maps","Real Estate Appraisal","Convolutional Block Attention Module","Computer Vision"],"department":[{"_id":"195"},{"_id":"196"}],"author":[{"last_name":"Kucklick","id":"77066","first_name":"Jan-Peter","full_name":"Kucklick, Jan-Peter"}]},{"oa":"1","date_updated":"2022-01-06T06:57:40Z","_id":"27507","conference":{"end_date":"2022-01-07","location":"Virtual","name":"Hawaii International Conference on System Science (HICSS)","start_date":"2022-01-03"},"language":[{"iso":"eng"}],"year":"2022","citation":{"bibtex":"@inproceedings{Heuwinkel_Kucklick_Müller_2022, title={Using Geolocated Text to Quantify Location in Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Heuwinkel, Tim and Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }","mla":"Heuwinkel, Tim, et al. “Using Geolocated Text to Quantify Location in Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","chicago":"Heuwinkel, Tim, Jan-Peter Kucklick, and Oliver Müller. “Using Geolocated Text to Quantify Location in Real Estate Appraisal.” In 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","apa":"Heuwinkel, T., Kucklick, J.-P., & Müller, O. (2022). Using Geolocated Text to Quantify Location in Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.","ama":"Heuwinkel T, Kucklick J-P, Müller O. Using Geolocated Text to Quantify Location in Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.","ieee":"T. Heuwinkel, J.-P. Kucklick, and O. Müller, “Using Geolocated Text to Quantify Location in Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.","short":"T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022."},"type":"conference","main_file_link":[{"open_access":"1","url":"https://scholarspace.manoa.hawaii.edu/bitstream/10125/80039/0561.pdf"}],"user_id":"77066","title":"Using Geolocated Text to Quantify Location in Real Estate Appraisal","abstract":[{"text":"Accurate real estate appraisal is essential in decision making processes of financial institutions, governments, and trending real estate platforms like Zillow. One of the most important factors of a property’s value is its location. However, creating accurate quantifications of location remains a challenge. While traditional approaches rely on Geographical Information Systems (GIS), recently unstructured data in form of images was incorporated in the appraisal process, but text data remains an untapped reservoir. Our study shows that using text data in form of geolocated Wikipedia articles can increase predictive performance over traditional GIS-based methods by 8.2% in spatial out-of-sample validation. A framework to automatically extract geographically weighted vector representations for text is established and used alongside traditional structural housing features to make predictions and to uncover local patterns on sale price for real estate transactions between 2015 and 2020 in Allegheny County, Pennsylvania.","lang":"eng"}],"status":"public","date_created":"2021-11-17T07:12:03Z","author":[{"full_name":"Heuwinkel, Tim","first_name":"Tim","last_name":"Heuwinkel"},{"first_name":"Jan-Peter","full_name":"Kucklick, Jan-Peter","last_name":"Kucklick","id":"77066"},{"id":"72849","last_name":"Müller","full_name":"Müller, Oliver","first_name":"Oliver"}],"department":[{"_id":"195"}],"keyword":["Real Estate Appraisal","Text Regression","Natural Language Processing (NLP)","Location Intelligence","Wikipedia"],"publication":"55th Annual Hawaii International Conference on System Sciences (HICSS-55)"},{"department":[{"_id":"15"}],"publication_identifier":{"issn":["1094-4087"]},"publication_status":"published","project":[{"_id":"53","name":"TRR 142: TRR 142"},{"name":"TRR 142 - C: TRR 142 - Project Area C","_id":"56"},{"name":"TRR 142 - C5: TRR 142 - Subproject C5","_id":"75"}],"title":"Electric-field-induced second harmonic generation in silicon dioxide","language":[{"iso":"eng"}],"date_updated":"2022-02-07T14:20:13Z","doi":"10.1364/oe.443489","publication":"Optics Express","keyword":["Atomic and Molecular Physics","and Optics"],"publisher":"The Optical Society","author":[{"last_name":"Widhalm","first_name":"Alex","full_name":"Widhalm, Alex"},{"last_name":"Golla","first_name":"Christian","full_name":"Golla, Christian"},{"last_name":"Weber","full_name":"Weber, Nils","first_name":"Nils"},{"first_name":"Peter","full_name":"Mackwitz, Peter","last_name":"Mackwitz"},{"last_name":"Zrenner","id":"606","first_name":"Artur","orcid":"0000-0002-5190-0944","full_name":"Zrenner, Artur"},{"first_name":"Cedrik","orcid":"https://orcid.org/0000-0002-3787-3572","full_name":"Meier, Cedrik","last_name":"Meier","id":"20798"}],"volume":30,"date_created":"2022-02-01T15:36:34Z","status":"public","user_id":"20798","citation":{"ieee":"A. Widhalm, C. Golla, N. Weber, P. Mackwitz, A. Zrenner, and C. Meier, “Electric-field-induced second harmonic generation in silicon dioxide,” Optics Express, vol. 30, no. 4, Art. no. 4867, 2022, doi: 10.1364/oe.443489.","short":"A. Widhalm, C. Golla, N. Weber, P. Mackwitz, A. Zrenner, C. Meier, Optics Express 30 (2022).","bibtex":"@article{Widhalm_Golla_Weber_Mackwitz_Zrenner_Meier_2022, title={Electric-field-induced second harmonic generation in silicon dioxide}, volume={30}, DOI={10.1364/oe.443489}, number={44867}, journal={Optics Express}, publisher={The Optical Society}, author={Widhalm, Alex and Golla, Christian and Weber, Nils and Mackwitz, Peter and Zrenner, Artur and Meier, Cedrik}, year={2022} }","mla":"Widhalm, Alex, et al. “Electric-Field-Induced Second Harmonic Generation in Silicon Dioxide.” Optics Express, vol. 30, no. 4, 4867, The Optical Society, 2022, doi:10.1364/oe.443489.","chicago":"Widhalm, Alex, Christian Golla, Nils Weber, Peter Mackwitz, Artur Zrenner, and Cedrik Meier. “Electric-Field-Induced Second Harmonic Generation in Silicon Dioxide.” Optics Express 30, no. 4 (2022). https://doi.org/10.1364/oe.443489.","ama":"Widhalm A, Golla C, Weber N, Mackwitz P, Zrenner A, Meier C. Electric-field-induced second harmonic generation in silicon dioxide. Optics Express. 2022;30(4). doi:10.1364/oe.443489","apa":"Widhalm, A., Golla, C., Weber, N., Mackwitz, P., Zrenner, A., & Meier, C. (2022). Electric-field-induced second harmonic generation in silicon dioxide. Optics Express, 30(4), Article 4867. https://doi.org/10.1364/oe.443489"},"type":"journal_article","year":"2022","_id":"29716","intvolume":" 30","article_number":"4867","issue":"4"},{"date_updated":"2022-02-07T14:11:19Z","_id":"29767","conference":{"start_date":"2022.05.28","end_date":"2022.06.01"},"citation":{"chicago":"Abughannam, Saed, and J. Christoph Scheytt. “Low-Power Low-Data-Rate Wireless PPM Receiver Based on 13-Bits Barker Coded SAW Correlator with Scalable Data-Rate and Sensitivity.” In International Symposium on Circuits and Systems (ISCAS 2022). Austin, Texas, USA: IEEE Xplore, 2022.","ama":"Abughannam S, Scheytt JC. Low-Power Low-Data-Rate Wireless PPM Receiver Based on 13-Bits Barker Coded SAW Correlator with Scalable Data-Rate and Sensitivity. In: International Symposium on Circuits and Systems (ISCAS 2022). IEEE Xplore; 2022.","apa":"Abughannam, S., & Scheytt, J. C. (2022). Low-Power Low-Data-Rate Wireless PPM Receiver Based on 13-Bits Barker Coded SAW Correlator with Scalable Data-Rate and Sensitivity. International Symposium on Circuits and Systems (ISCAS 2022).","mla":"Abughannam, Saed, and J. Christoph Scheytt. “Low-Power Low-Data-Rate Wireless PPM Receiver Based on 13-Bits Barker Coded SAW Correlator with Scalable Data-Rate and Sensitivity.” International Symposium on Circuits and Systems (ISCAS 2022), IEEE Xplore, 2022.","bibtex":"@inproceedings{Abughannam_Scheytt_2022, place={Austin, Texas, USA}, title={Low-Power Low-Data-Rate Wireless PPM Receiver Based on 13-Bits Barker Coded SAW Correlator with Scalable Data-Rate and Sensitivity}, booktitle={International Symposium on Circuits and Systems (ISCAS 2022)}, publisher={IEEE Xplore}, author={Abughannam, Saed and Scheytt, J. Christoph}, year={2022} }","short":"S. Abughannam, J.C. Scheytt, in: International Symposium on Circuits and Systems (ISCAS 2022), IEEE Xplore, Austin, Texas, USA, 2022.","ieee":"S. Abughannam and J. C. Scheytt, “Low-Power Low-Data-Rate Wireless PPM Receiver Based on 13-Bits Barker Coded SAW Correlator with Scalable Data-Rate and Sensitivity,” 2022."},"year":"2022","type":"conference","language":[{"iso":"eng"}],"place":"Austin, Texas, USA","title":"Low-Power Low-Data-Rate Wireless PPM Receiver Based on 13-Bits Barker Coded SAW Correlator with Scalable Data-Rate and Sensitivity","user_id":"15931","related_material":{"link":[{"relation":"confirmation","url":"https://research-com.translate.goog/conference/iscas-2022-ieee-international-symposium-on-circuits-and-systems?_x_tr_sl=en&_x_tr_tl=de&_x_tr_hl=de&_x_tr_pto=sc"}]},"author":[{"full_name":"Abughannam, Saed","first_name":"Saed","id":"37628","last_name":"Abughannam"},{"id":"37144","last_name":"Scheytt","full_name":"Scheytt, J. Christoph","first_name":"J. Christoph"}],"publisher":"IEEE Xplore","department":[{"_id":"58"}],"publication":"International Symposium on Circuits and Systems (ISCAS 2022)","status":"public","date_created":"2022-02-07T14:02:22Z"},{"user_id":"15931","related_material":{"link":[{"url":"https://www.gemic2022.de/","relation":"confirmation"}]},"title":"Design and Measurements of a Low-power Low-Date-rate Direct-detection Wireless Receiver with Improved Co-channel Interference Robustness","place":"Ulm, Germany","date_created":"2022-02-07T14:05:19Z","status":"public","department":[{"_id":"58"}],"publication":"German Microwave Conference 2022 (GeMiC 2022)","author":[{"last_name":"Abughannam","id":"37628","first_name":"Saed","full_name":"Abughannam, Saed"},{"full_name":"Kruse, Stephan","first_name":"Stephan","id":"38254","last_name":"Kruse"},{"full_name":"Iftekhar, Mohammed","first_name":"Mohammed","id":"47944","last_name":"Iftekhar"},{"last_name":"Scheytt","id":"37144","first_name":"J. Christoph","full_name":"Scheytt, J. Christoph"}],"conference":{"end_date":"2022.05.18","start_date":"2022.05.16"},"date_updated":"2022-02-07T14:11:55Z","_id":"29770","language":[{"iso":"eng"}],"type":"conference","year":"2022","citation":{"short":"S. Abughannam, S. Kruse, M. Iftekhar, J.C. Scheytt, in: German Microwave Conference 2022 (GeMiC 2022), Ulm, Germany, 2022.","ieee":"S. Abughannam, S. Kruse, M. Iftekhar, and J. C. Scheytt, “Design and Measurements of a Low-power Low-Date-rate Direct-detection Wireless Receiver with Improved Co-channel Interference Robustness,” 2022.","ama":"Abughannam S, Kruse S, Iftekhar M, Scheytt JC. Design and Measurements of a Low-power Low-Date-rate Direct-detection Wireless Receiver with Improved Co-channel Interference Robustness. In: German Microwave Conference 2022 (GeMiC 2022). ; 2022.","apa":"Abughannam, S., Kruse, S., Iftekhar, M., & Scheytt, J. C. (2022). Design and Measurements of a Low-power Low-Date-rate Direct-detection Wireless Receiver with Improved Co-channel Interference Robustness. German Microwave Conference 2022 (GeMiC 2022).","chicago":"Abughannam, Saed, Stephan Kruse, Mohammed Iftekhar, and J. Christoph Scheytt. “Design and Measurements of a Low-Power Low-Date-Rate Direct-Detection Wireless Receiver with Improved Co-Channel Interference Robustness.” In German Microwave Conference 2022 (GeMiC 2022). Ulm, Germany, 2022.","bibtex":"@inproceedings{Abughannam_Kruse_Iftekhar_Scheytt_2022, place={Ulm, Germany}, title={Design and Measurements of a Low-power Low-Date-rate Direct-detection Wireless Receiver with Improved Co-channel Interference Robustness}, booktitle={German Microwave Conference 2022 (GeMiC 2022)}, author={Abughannam, Saed and Kruse, Stephan and Iftekhar, Mohammed and Scheytt, J. Christoph}, year={2022} }","mla":"Abughannam, Saed, et al. “Design and Measurements of a Low-Power Low-Date-Rate Direct-Detection Wireless Receiver with Improved Co-Channel Interference Robustness.” German Microwave Conference 2022 (GeMiC 2022), 2022."}},{"date_created":"2022-02-08T13:41:08Z","status":"public","publication":"Hochschullehre erforschen. ","publisher":"Springer Fachmedien","quality_controlled":"1","author":[{"id":"24755","last_name":"Bauer","orcid":"0000-0002-1742-3099","full_name":"Bauer, Anna","first_name":"Anna"},{"last_name":"Woitkowski","full_name":"Woitkowski, David","first_name":"David"},{"id":"37763","last_name":"Reuter","full_name":"Reuter, Dirk","first_name":"Dirk"},{"last_name":"Reinhold","first_name":"Peter","full_name":"Reinhold, Peter"}],"user_id":"42514","abstract":[{"text":"Die Studieneingangsphase Physik stellt für die Studienanfänger Innen einen komplexen Lernprozess mit vielfältigen Anforderungen auf fachlicher, Metakognitions- und Sozialisations-Ebene dar, der ihre akademische Identitätsbildung beeinflusst und prägt.\r\n\r\nZiel des Projektes Paderborner Studieneingangsphase Physik (PSΦ) ist die evidenzbasierte Gestaltung eines strukturierten Studieneinstiegs und einer in sich kohärent abgestimmten Studieneingangsphase „aus einem Guss“. Die Implementation eines neuen Übungsformats (Präsenzübungen) in den Fachvorlesungen sowie die Unterstützung der Studierenden im Bereich des selbstregulierten Lernens zeigen positive Effekte in einer erhöhten Teilnahmequote sowie Zufriedenheit der Studierenden mit der Veranstaltung, in einem aktiveren Arbeitsverhalten sowie einer höheren Bestehensquote der Klausur. Ein messbar größerer Fachwissenserwerb konnte nicht nachgewiesen werden. Auf Basis der Evidenzen konnten Stellschrauben für die Weiterentwicklung sowie für die Unterstützung der Lehrenden abgeleitet werden.\r\n\r\nIn dem Beitrag werden die Gelingensbedingungen und Strukturen für eine wirksame Zusammenarbeit von Fachdidaktik und Fachwissenschaft am Beispiel der Überarbeitung der Studieneingangsphase im Rahmen einer community of practice sowie der Wirksamkeit der Implementierung diskutiert.","lang":"ger"}],"page":"339-362","year":"2022","citation":{"apa":"Bauer, A., Woitkowski, D., Reuter, D., & Reinhold, P. (2022). Fachliche und überfachliche Herausforderungen in der Studieneingangsphase Physik. In U. Fahr, A. Kenner, H. Angenent, & A. Eßer-Lüghausen (Eds.), Hochschullehre erforschen. (pp. 339–362). Springer Fachmedien. https://doi.org/10.1007/978-3-658-34185-5_19","ama":"Bauer A, Woitkowski D, Reuter D, Reinhold P. Fachliche und überfachliche Herausforderungen in der Studieneingangsphase Physik. In: Fahr U, Kenner A, Angenent H, Eßer-Lüghausen A, eds. Hochschullehre erforschen. . Diversität und Bildung im digitalen Zeitalter. Springer Fachmedien; 2022:339-362. doi:10.1007/978-3-658-34185-5_19","chicago":"Bauer, Anna, David Woitkowski, Dirk Reuter, and Peter Reinhold. “Fachliche und überfachliche Herausforderungen in der Studieneingangsphase Physik.” In Hochschullehre erforschen. , edited by Uwe Fahr, Alessandra Kenner, Holger Angenent, and Alexandra Eßer-Lüghausen, 339–62. Diversität und Bildung im digitalen Zeitalter. Wiesbaden: Springer Fachmedien, 2022. https://doi.org/10.1007/978-3-658-34185-5_19.","mla":"Bauer, Anna, et al. “Fachliche und überfachliche Herausforderungen in der Studieneingangsphase Physik.” Hochschullehre erforschen. , edited by Uwe Fahr et al., Springer Fachmedien, 2022, pp. 339–62, doi:10.1007/978-3-658-34185-5_19.","bibtex":"@inbook{Bauer_Woitkowski_Reuter_Reinhold_2022, place={Wiesbaden}, series={Diversität und Bildung im digitalen Zeitalter}, title={Fachliche und überfachliche Herausforderungen in der Studieneingangsphase Physik}, DOI={10.1007/978-3-658-34185-5_19}, booktitle={Hochschullehre erforschen. }, publisher={Springer Fachmedien}, author={Bauer, Anna and Woitkowski, David and Reuter, Dirk and Reinhold, Peter}, editor={Fahr, Uwe and Kenner, Alessandra and Angenent, Holger and Eßer-Lüghausen, Alexandra}, year={2022}, pages={339–362}, collection={Diversität und Bildung im digitalen Zeitalter} }","short":"A. Bauer, D. Woitkowski, D. Reuter, P. Reinhold, in: U. Fahr, A. Kenner, H. Angenent, A. Eßer-Lüghausen (Eds.), Hochschullehre erforschen. , Springer Fachmedien, Wiesbaden, 2022, pp. 339–362.","ieee":"A. Bauer, D. Woitkowski, D. Reuter, and P. Reinhold, “Fachliche und überfachliche Herausforderungen in der Studieneingangsphase Physik,” in Hochschullehre erforschen. , U. Fahr, A. Kenner, H. Angenent, and A. Eßer-Lüghausen, Eds. Wiesbaden: Springer Fachmedien, 2022, pp. 339–362."},"type":"book_chapter","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-658-34185-5_19"}],"_id":"29789","publication_status":"published","editor":[{"last_name":"Fahr","first_name":"Uwe ","full_name":"Fahr, Uwe "},{"full_name":"Kenner, Alessandra","first_name":"Alessandra","last_name":"Kenner"},{"last_name":"Angenent","full_name":"Angenent, Holger","first_name":"Holger"},{"full_name":"Eßer-Lüghausen, Alexandra","first_name":"Alexandra","last_name":"Eßer-Lüghausen"}],"department":[{"_id":"299"},{"_id":"651"}],"title":"Fachliche und überfachliche Herausforderungen in der Studieneingangsphase Physik","place":"Wiesbaden","language":[{"iso":"ger"}],"series_title":"Diversität und Bildung im digitalen Zeitalter","doi":"10.1007/978-3-658-34185-5_19","date_updated":"2022-02-09T07:24:35Z"},{"has_accepted_license":"1","status":"public","date_created":"2022-02-07T12:22:07Z","file":[{"success":1,"relation":"main_file","date_updated":"2022-02-07T12:21:13Z","content_type":"application/pdf","creator":"lblock","file_id":"29762","file_size":1303356,"access_level":"closed","file_name":"Capacity investments in a competitive energy market.pdf","date_created":"2022-02-07T12:21:13Z"}],"author":[{"id":"22527","last_name":"Block","full_name":"Block, Lukas","first_name":"Lukas"},{"last_name":"Westbrock","full_name":"Westbrock, Bastian","first_name":"Bastian"}],"keyword":["Renewable versus conventional energy","capacity mechanisms","strategic reserves","capacity payments"],"file_date_updated":"2022-02-07T12:21:13Z","user_id":"22527","ddc":["330"],"title":"Capacity investments in a competitive energy market","abstract":[{"lang":"eng","text":"We study the abilities of competitive markets to produce sufficient energy capacities to\r\nmeet a fixed energy demand. Renewable energy producers with stochastic outputs and no\r\nvariable costs compete against conventional energy producers with deterministic, pollutant\r\noutputs and increasing marginal costs. We find that either market forces are strong enough\r\nto serve the entire demand, or they are too weak such that the market fails and nothing is\r\nproduced. This crucially depends on the relative cost of renewable energy investments, such\r\nthat relatively cheap renewable energy causes the market to fail. Welfare analyses show that\r\nwith increasing levels of conventional energy pollution the ability of the market to produce\r\nan e\u001ecient outcome further declines. As a policy implication, our findings refute the use of\r\na strategic reserve as a blackout backstop solution. Instead, a capacity mechanism consisting\r\nof a tax-and-subsidy scheme can align the market outcome with the eficient solution for all\r\npollution levels and relative costs of renewable energy capacities."}],"language":[{"iso":"eng"}],"year":"2022","citation":{"ieee":"L. Block and B. Westbrock, Capacity investments in a competitive energy market. 2022.","short":"L. Block, B. Westbrock, Capacity Investments in a Competitive Energy Market, 2022.","mla":"Block, Lukas, and Bastian Westbrock. Capacity Investments in a Competitive Energy Market. 2022.","bibtex":"@book{Block_Westbrock_2022, title={Capacity investments in a competitive energy market}, author={Block, Lukas and Westbrock, Bastian}, year={2022} }","chicago":"Block, Lukas, and Bastian Westbrock. Capacity Investments in a Competitive Energy Market, 2022.","ama":"Block L, Westbrock B. Capacity Investments in a Competitive Energy Market.; 2022.","apa":"Block, L., & Westbrock, B. (2022). Capacity investments in a competitive energy market."},"type":"working_paper","main_file_link":[{"open_access":"1"}],"oa":"1","_id":"29761","date_updated":"2022-02-08T20:09:13Z"},{"volume":31,"status":"public","date_created":"2022-02-10T13:59:05Z","author":[{"full_name":"Priefer, Jennifer","first_name":"Jennifer","id":"82872","last_name":"Priefer"},{"first_name":"Lennart","full_name":"Steiger, Lennart","last_name":"Steiger"}],"publication":"Wirtschaftsinformatik 2022 Proceedings","title":"Designing a GIS-AHP-Based Spatial Decision Support System for Discovering and Visualizing Suitable Locations for Electric Vehicle Charging Stations","user_id":"82872","year":"2022","citation":{"short":"J. Priefer, L. Steiger, in: Wirtschaftsinformatik 2022 Proceedings, 2022.","ieee":"J. Priefer and L. Steiger, “Designing a GIS-AHP-Based Spatial Decision Support System for Discovering and Visualizing Suitable Locations for Electric Vehicle Charging Stations,” in Wirtschaftsinformatik 2022 Proceedings, Nürnberg, 2022, vol. 31.","ama":"Priefer J, Steiger L. Designing a GIS-AHP-Based Spatial Decision Support System for Discovering and Visualizing Suitable Locations for Electric Vehicle Charging Stations. In: Wirtschaftsinformatik 2022 Proceedings. Vol 31. ; 2022.","apa":"Priefer, J., & Steiger, L. (2022). Designing a GIS-AHP-Based Spatial Decision Support System for Discovering and Visualizing Suitable Locations for Electric Vehicle Charging Stations. Wirtschaftsinformatik 2022 Proceedings, 31.","chicago":"Priefer, Jennifer, and Lennart Steiger. “Designing a GIS-AHP-Based Spatial Decision Support System for Discovering and Visualizing Suitable Locations for Electric Vehicle Charging Stations.” In Wirtschaftsinformatik 2022 Proceedings, Vol. 31, 2022.","bibtex":"@inproceedings{Priefer_Steiger_2022, title={Designing a GIS-AHP-Based Spatial Decision Support System for Discovering and Visualizing Suitable Locations for Electric Vehicle Charging Stations}, volume={31}, booktitle={Wirtschaftsinformatik 2022 Proceedings}, author={Priefer, Jennifer and Steiger, Lennart}, year={2022} }","mla":"Priefer, Jennifer, and Lennart Steiger. “Designing a GIS-AHP-Based Spatial Decision Support System for Discovering and Visualizing Suitable Locations for Electric Vehicle Charging Stations.” Wirtschaftsinformatik 2022 Proceedings, vol. 31, 2022."},"type":"conference","language":[{"iso":"eng"}],"date_updated":"2022-02-10T13:59:25Z","_id":"29805","intvolume":" 31","conference":{"end_date":"2022-02-23","name":"Wirtschaftsinformatik 2022","start_date":"2022-02-21","location":"Nürnberg"}},{"language":[{"iso":"eng"}],"citation":{"ieee":"A. Reitz, O. Grydin, and M. Schaper, “Influence of thermomechanical processing on the microstructural and mechanical properties of steel 22MnB5,” Materials Science and Engineering: A, vol. 838, Art. no. 142780, 2022, doi: 10.1016/j.msea.2022.142780.","short":"A. Reitz, O. Grydin, M. Schaper, Materials Science and Engineering: A 838 (2022).","bibtex":"@article{Reitz_Grydin_Schaper_2022, title={Influence of thermomechanical processing on the microstructural and mechanical properties of steel 22MnB5}, volume={838}, DOI={10.1016/j.msea.2022.142780}, number={142780}, journal={Materials Science and Engineering: A}, publisher={Elsevier BV}, author={Reitz, A. and Grydin, O. and Schaper, M.}, year={2022} }","mla":"Reitz, A., et al. “Influence of Thermomechanical Processing on the Microstructural and Mechanical Properties of Steel 22MnB5.” Materials Science and Engineering: A, vol. 838, 142780, Elsevier BV, 2022, doi:10.1016/j.msea.2022.142780.","chicago":"Reitz, A., O. Grydin, and M. Schaper. “Influence of Thermomechanical Processing on the Microstructural and Mechanical Properties of Steel 22MnB5.” Materials Science and Engineering: A 838 (2022). https://doi.org/10.1016/j.msea.2022.142780.","apa":"Reitz, A., Grydin, O., & Schaper, M. (2022). Influence of thermomechanical processing on the microstructural and mechanical properties of steel 22MnB5. Materials Science and Engineering: A, 838, Article 142780. https://doi.org/10.1016/j.msea.2022.142780","ama":"Reitz A, Grydin O, Schaper M. Influence of thermomechanical processing on the microstructural and mechanical properties of steel 22MnB5. Materials Science and Engineering: A. 2022;838. doi:10.1016/j.msea.2022.142780"},"year":"2022","type":"journal_article","article_number":"142780","doi":"10.1016/j.msea.2022.142780","_id":"29809","date_updated":"2022-02-11T17:24:05Z","intvolume":" 838","status":"public","date_created":"2022-02-11T17:17:40Z","publication_status":"published","volume":838,"publication_identifier":{"issn":["0921-5093"]},"publisher":"Elsevier BV","author":[{"full_name":"Reitz, A.","first_name":"A.","last_name":"Reitz"},{"last_name":"Grydin","first_name":"O.","full_name":"Grydin, O."},{"last_name":"Schaper","full_name":"Schaper, M.","first_name":"M."}],"keyword":["Mechanical Engineering","Mechanics of Materials","Condensed Matter Physics","General Materials Science"],"publication":"Materials Science and Engineering: A","user_id":"43822","title":"Influence of thermomechanical processing on the microstructural and mechanical properties of steel 22MnB5"},{"main_file_link":[{"url":"https://aisel.aisnet.org/wi2022/prototype_track/prototype_track/34/","open_access":"1"}],"type":"conference","citation":{"short":"S. Gottschalk, E. Yigitbas, A. Nowosad, G. Engels, in: Proceedings of the 17th International Conference on Wirtschaftsinformatik, AIS, 2022.","ieee":"S. Gottschalk, E. Yigitbas, A. Nowosad, and G. Engels, “Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development,” presented at the 17th International Conference on Wirtschaftsinformatik, Nuremberg, 2022.","chicago":"Gottschalk, Sebastian, Enes Yigitbas, Alexander Nowosad, and Gregor Engels. “Situational Business Model Developer: A Tool-Support for Situation-Specific Business Model Development.” In Proceedings of the 17th International Conference on Wirtschaftsinformatik. AIS, 2022.","ama":"Gottschalk S, Yigitbas E, Nowosad A, Engels G. Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development. In: Proceedings of the 17th International Conference on Wirtschaftsinformatik. AIS; 2022.","apa":"Gottschalk, S., Yigitbas, E., Nowosad, A., & Engels, G. (2022). Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development. Proceedings of the 17th International Conference on Wirtschaftsinformatik. 17th International Conference on Wirtschaftsinformatik, Nuremberg.","mla":"Gottschalk, Sebastian, et al. “Situational Business Model Developer: A Tool-Support for Situation-Specific Business Model Development.” Proceedings of the 17th International Conference on Wirtschaftsinformatik, AIS, 2022.","bibtex":"@inproceedings{Gottschalk_Yigitbas_Nowosad_Engels_2022, title={Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development}, booktitle={Proceedings of the 17th International Conference on Wirtschaftsinformatik}, publisher={AIS}, author={Gottschalk, Sebastian and Yigitbas, Enes and Nowosad, Alexander and Engels, Gregor}, year={2022} }"},"year":"2022","language":[{"iso":"eng"}],"conference":{"location":"Nuremberg","name":"17th International Conference on Wirtschaftsinformatik","start_date":"2022-02-21","end_date":"2022-02-23"},"date_updated":"2022-02-15T07:26:26Z","_id":"29839","oa":"1","department":[{"_id":"66"},{"_id":"534"}],"publication":"Proceedings of the 17th International Conference on Wirtschaftsinformatik","keyword":["Business Model Development","Situational Method Engineering","Tool Support"],"author":[{"last_name":"Gottschalk","id":"47208","first_name":"Sebastian","full_name":"Gottschalk, Sebastian"},{"first_name":"Enes","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","last_name":"Yigitbas","id":"8447"},{"last_name":"Nowosad","first_name":"Alexander","full_name":"Nowosad, Alexander"},{"id":"107","last_name":"Engels","full_name":"Engels, Gregor","first_name":"Gregor"}],"publisher":"AIS","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"_id":"17","name":"SFB 901 - C5: SFB 901 - Subproject C5"}],"date_created":"2022-02-15T07:20:21Z","status":"public","abstract":[{"text":"The development of business models is a challenging task that can be supported with software tools. Here, existing approaches and tools do not focus on the company’s situation in which the development takes place (e.g., financial resources, product type). To tackle this challenge, we used design science research to develop a situation-specific business model development approach that contains three stages: First, existing knowledge in terms of tasks to do (e.g., analyze competitive advantage), and decisions to be made (e.g., social media marketing) are stored in repositories. Second, the knowledge is used to compose a development method based on the company’s situation. Third, the development method is enacted to develop a business model. This demonstration paper presents a tool-support called Situational Business Model Developer that supports all stages of our approach. We release the tool under open-source and evaluate it with a case study on developing business models for mobile apps.","lang":"eng"}],"title":"Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development","user_id":"47208"},{"main_file_link":[{"url":"https://aisel.aisnet.org/wi2022/hci/hci/17/","open_access":"1"}],"type":"conference","citation":{"short":"E. Yigitbas, S. Gottschalk, A. Nowosad, G. Engels, in: Proceedings of the 17th International Conference on Wirtschaftsinformatik, AIS, 2022.","ieee":"E. Yigitbas, S. Gottschalk, A. Nowosad, and G. Engels, “Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality,” presented at the 17th International Conference on Wirtschaftsinformatik, Nuremberg, 2022.","chicago":"Yigitbas, Enes, Sebastian Gottschalk, Alexander Nowosad, and Gregor Engels. “Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality.” In Proceedings of the 17th International Conference on Wirtschaftsinformatik. AIS, 2022.","ama":"Yigitbas E, Gottschalk S, Nowosad A, Engels G. Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality. In: Proceedings of the 17th International Conference on Wirtschaftsinformatik. AIS; 2022.","apa":"Yigitbas, E., Gottschalk, S., Nowosad, A., & Engels, G. (2022). Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality. Proceedings of the 17th International Conference on Wirtschaftsinformatik. 17th International Conference on Wirtschaftsinformatik, Nuremberg.","bibtex":"@inproceedings{Yigitbas_Gottschalk_Nowosad_Engels_2022, title={Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality}, booktitle={Proceedings of the 17th International Conference on Wirtschaftsinformatik}, publisher={AIS}, author={Yigitbas, Enes and Gottschalk, Sebastian and Nowosad, Alexander and Engels, Gregor}, year={2022} }","mla":"Yigitbas, Enes, et al. “Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality.” Proceedings of the 17th International Conference on Wirtschaftsinformatik, AIS, 2022."},"year":"2022","language":[{"iso":"eng"}],"conference":{"location":"Nuremberg","start_date":"2022-02-21","name":"17th International Conference on Wirtschaftsinformatik","end_date":"2022-02-23"},"date_updated":"2022-02-15T07:25:45Z","_id":"29840","oa":"1","publication":"Proceedings of the 17th International Conference on Wirtschaftsinformatik","department":[{"_id":"66"},{"_id":"534"}],"keyword":["virtual reality","stock trading","collaboration","usability"],"publisher":"AIS","author":[{"last_name":"Yigitbas","id":"8447","first_name":"Enes","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X"},{"id":"47208","last_name":"Gottschalk","full_name":"Gottschalk, Sebastian","first_name":"Sebastian"},{"full_name":"Nowosad, Alexander","first_name":"Alexander","last_name":"Nowosad"},{"id":"107","last_name":"Engels","full_name":"Engels, Gregor","first_name":"Gregor"}],"date_created":"2022-02-15T07:24:50Z","status":"public","abstract":[{"text":"Due to the proliferation of Virtual Reality (VR) technology, VR is finding new applications in various domains, such as stock trading. Here, traders invest in stocks intending to increase their profit. For this purpose, in conventional stock trading, traders usually make use of 2D applications on desktop or laptop devices. This leads to many drawbacks such as poor visibility due to limited 2D representation, complex interaction due to indirect interaction via mouse and keyboard, or restricted support for collaboration between traders. To overcome these issues, we have developed a novel collaborative, virtual environment for stock trading, which enables stock traders to view financial information and trade stocks with other collaborators. The main results of a usability study indicate that the VR environment, compared to conventional stock trading, shows no significant advantages concerning efficiency and effectiveness, however, we could observe an increased user satisfaction and better collaboration.","lang":"eng"}],"title":"Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality","user_id":"47208"}]