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Kundisch, in: Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), n.d.","chicago":"Müller, Michelle, Jürgen Neumann, and Dennis Kundisch. “Dear Guests, Please Pay for My License – Analyzing the Heterogenous Cost-Pass-through of Commercial and Non-Commercial Rental Suppliers in Response to Regulatory Policies.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>, n.d.","ieee":"M. Müller, J. Neumann, and D. Kundisch, “Dear Guests, please pay for my license – Analyzing the heterogenous cost-pass-through of commercial and non-commercial rental suppliers in response to regulatory policies,” presented at the Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, USA.","apa":"Müller, M., Neumann, J., &#38; Kundisch, D. (n.d.). Dear Guests, please pay for my license – Analyzing the heterogenous cost-pass-through of commercial and non-commercial rental suppliers in response to regulatory policies. <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>. Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, USA.","bibtex":"@inproceedings{Müller_Neumann_Kundisch, title={Dear Guests, please pay for my license – Analyzing the heterogenous cost-pass-through of commercial and non-commercial rental suppliers in response to regulatory policies}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)}, author={Müller, Michelle and Neumann, Jürgen and Kundisch, Dennis} }","ama":"Müller M, Neumann J, Kundisch D. Dear Guests, please pay for my license – Analyzing the heterogenous cost-pass-through of commercial and non-commercial rental suppliers in response to regulatory policies. In: <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>.","mla":"Müller, Michelle, et al. “Dear Guests, Please Pay for My License – Analyzing the Heterogenous Cost-Pass-through of Commercial and Non-Commercial Rental Suppliers in Response to Regulatory Policies.” <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>."},"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"8","name":"SFB 901 - Subproject A4"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C5","_id":"17"}],"language":[{"iso":"eng"}],"_id":"24579","user_id":"477","year":"2022","title":"Dear Guests, please pay for my license – Analyzing the heterogenous cost-pass-through of commercial and non-commercial rental suppliers in response to regulatory policies","status":"public","conference":{"name":"Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)","location":"Maui, Hawaii, USA"},"author":[{"last_name":"Müller","first_name":"Michelle","full_name":"Müller, Michelle","id":"50286"},{"full_name":"Neumann, Jürgen","last_name":"Neumann","first_name":"Jürgen","id":"32456"},{"last_name":"Kundisch","first_name":"Dennis","full_name":"Kundisch, Dennis","id":"21117"}],"date_updated":"2022-01-06T06:56:27Z","publication_status":"accepted"},{"publication_status":"accepted","date_updated":"2022-01-06T06:56:29Z","author":[{"id":"64464","full_name":"Seutter, Janina","last_name":"Seutter","first_name":"Janina"},{"id":"50286","first_name":"Michelle","last_name":"Müller","full_name":"Müller, Michelle"},{"first_name":"Stefanie Jutta Marianne","last_name":"Müller","full_name":"Müller, Stefanie Jutta Marianne","id":"70858"},{"id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch","first_name":"Dennis"}],"conference":{"location":"Maui, Hawaii, USA","name":"Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)"},"status":"public","title":"Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns","year":"2022","user_id":"477","language":[{"iso":"eng"}],"_id":"24581","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"8","name":"SFB 901 - Subproject A4"}],"citation":{"mla":"Seutter, Janina, et al. “Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns.” <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>.","bibtex":"@inproceedings{Seutter_Müller_Müller_Kundisch, title={Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)}, author={Seutter, Janina and Müller, Michelle and Müller, Stefanie Jutta Marianne and Kundisch, Dennis} }","ama":"Seutter J, Müller M, Müller SJM, Kundisch D. Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns. In: <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>.","ieee":"J. Seutter, M. Müller, S. J. M. Müller, and D. Kundisch, “Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns,” presented at the Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, USA.","apa":"Seutter, J., Müller, M., Müller, S. J. M., &#38; Kundisch, D. (n.d.). Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns. <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>. Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, USA.","chicago":"Seutter, Janina, Michelle Müller, Stefanie Jutta Marianne Müller, and Dennis Kundisch. “Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)</i>, n.d.","short":"J. Seutter, M. Müller, S.J.M. Müller, D. Kundisch, in: Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), n.d."},"publication":"Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS)","department":[{"_id":"276"}],"type":"conference","date_created":"2021-09-17T08:05:53Z"},{"citation":{"ama":"zur Heiden P, Priefer J, Beverungen D. Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid. 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Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022.","chicago":"Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, edited by Tung X. Bui. Honolulu, HI, 2022.","apa":"zur Heiden, P., Priefer, J., &#38; Beverungen, D. (2022). Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid. In T. X. Bui (Ed.), <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>.","ieee":"P. zur Heiden, J. Priefer, and D. 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Herwix and P. zur Heiden, “Context in Design Science Research: Taxonomy and Framework,” in <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, Honolulu, HI, 2022."}},{"publication_status":"published","date_updated":"2022-01-06T06:58:46Z","year":"2022","status":"public","title":"A Renaissance of Context in Design Science Research","author":[{"first_name":"Philipp","last_name":"zur Heiden","full_name":"zur Heiden, Philipp","id":"64394"},{"first_name":"Daniel","last_name":"Beverungen","full_name":"Beverungen, Daniel","id":"59677"}],"publication_identifier":{"isbn":["978-0-9981331-5-7"]},"conference":{"end_date":"2022-01-07","location":"Honolulu, HI","name":"55th Hawaii International Conference on System Sciences","start_date":"2022-01-03"},"user_id":"64394","editor":[{"full_name":"Bui, Tung X.","last_name":"Bui","first_name":"Tung X."}],"main_file_link":[{"open_access":"1","url":"http://hdl.handle.net/10125/80042"}],"_id":"29148","language":[{"iso":"eng"}],"publication":"Proceedings of the 55th Hawaii International Conference on System Sciences","citation":{"ieee":"P. zur Heiden and D. Beverungen, “A Renaissance of Context in Design Science Research,” in <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, Honolulu, HI, 2022.","apa":"zur Heiden, P., &#38; Beverungen, D. (2022). A Renaissance of Context in Design Science Research. In T. X. Bui (Ed.), <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>.","short":"P. zur Heiden, D. Beverungen, in: T.X. Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022.","chicago":"Heiden, Philipp zur, and Daniel Beverungen. “A Renaissance of Context in Design Science Research.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, edited by Tung X. Bui. Honolulu, HI, 2022.","mla":"zur Heiden, Philipp, and Daniel Beverungen. “A Renaissance of Context in Design Science Research.” <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, edited by Tung X. Bui, 2022.","bibtex":"@inproceedings{zur Heiden_Beverungen_2022, place={Honolulu, HI}, title={A Renaissance of Context in Design Science Research}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={zur Heiden, Philipp and Beverungen, Daniel}, editor={Bui, Tung X.}, year={2022} }","ama":"zur Heiden P, Beverungen D. A Renaissance of Context in Design Science Research. In: Bui TX, ed. <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>. ; 2022."},"type":"conference","department":[{"_id":"526"}],"oa":"1","date_created":"2022-01-03T08:43:04Z","place":"Honolulu, HI"},{"file":[{"file_name":"WI2022_TaxonomyUse_Short_revise_v3.pdf","access_level":"closed","file_size":811007,"relation":"main_file","date_updated":"2021-11-08T12:15:56Z","file_id":"27281","content_type":"application/pdf","success":1,"creator":"abursig","date_created":"2021-11-08T12:15:56Z"}],"date_created":"2021-11-08T12:20:35Z","type":"conference","department":[{"_id":"276"}],"file_date_updated":"2021-11-08T12:15:56Z","publication":"Tagungsband der 17. Internationalen Tagung Wirtschaftsinformatik 2022","citation":{"ieee":"T. Schoormann, F. Möller, and D. Szopinski, “Exploring purposes of using taxonomies,” presented at the Internationalen Tagung Wirtschaftsinformatik 2022, Nürnberg, Germany.","apa":"Schoormann, T., Möller, F., &#38; Szopinski, D. (n.d.). Exploring purposes of using taxonomies. <i>Tagungsband Der 17. Internationalen Tagung Wirtschaftsinformatik 2022</i>. Internationalen Tagung Wirtschaftsinformatik 2022, Nürnberg, Germany.","short":"T. Schoormann, F. Möller, D. Szopinski, in: Tagungsband Der 17. Internationalen Tagung Wirtschaftsinformatik 2022, n.d.","chicago":"Schoormann, T., F. Möller, and Daniel Szopinski. “Exploring Purposes of Using Taxonomies.” In <i>Tagungsband Der 17. Internationalen Tagung Wirtschaftsinformatik 2022</i>, n.d.","mla":"Schoormann, T., et al. “Exploring Purposes of Using Taxonomies.” <i>Tagungsband Der 17. Internationalen Tagung Wirtschaftsinformatik 2022</i>.","bibtex":"@inproceedings{Schoormann_Möller_Szopinski, title={Exploring purposes of using taxonomies}, booktitle={Tagungsband der 17. Internationalen Tagung Wirtschaftsinformatik 2022}, author={Schoormann, T. and Möller, F. and Szopinski, Daniel} }","ama":"Schoormann T, Möller F, Szopinski D. Exploring purposes of using taxonomies. In: <i>Tagungsband Der 17. Internationalen Tagung Wirtschaftsinformatik 2022</i>."},"project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"_id":"27280","language":[{"iso":"eng"}],"user_id":"477","ddc":["000"],"title":"Exploring purposes of using taxonomies","status":"public","year":"2022","author":[{"last_name":"Schoormann","first_name":"T.","full_name":"Schoormann, T."},{"first_name":"F.","last_name":"Möller","full_name":"Möller, F."},{"full_name":"Szopinski, Daniel","last_name":"Szopinski","first_name":"Daniel","id":"36372"}],"conference":{"name":"Internationalen Tagung Wirtschaftsinformatik 2022","location":"Nürnberg, Germany"},"publication_status":"accepted","date_updated":"2022-01-06T06:57:37Z","has_accepted_license":"1"},{"oa":"1","department":[{"_id":"195"},{"_id":"196"}],"keyword":["Explainable Artificial Intelligence (XAI)","Regression Activation Maps","Real Estate Appraisal","Convolutional Block Attention Module","Computer Vision"],"type":"conference","date_created":"2021-11-17T07:08:15Z","abstract":[{"lang":"eng","text":"Explainability for machine learning gets more and more important in high-stakes decisions like real estate appraisal. 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%."}],"citation":{"mla":"Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>, 2022.","bibtex":"@inproceedings{Kucklick_2022, title={Visual Interpretability of Image-based Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Kucklick, Jan-Peter}, year={2022} }","ama":"Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>. ; 2022.","ieee":"J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.","apa":"Kucklick, J.-P. (2022). Visual Interpretability of Image-based Real Estate Appraisal. <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>. Hawaii International Conference on System Science (HICSS), Virtual.","chicago":"Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” In <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>, 2022.","short":"J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022."},"publication":"55th Annual Hawaii International Conference on System Sciences (HICSS-55)","user_id":"77066","_id":"27506","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/bitstream/10125/79519/0149.pdf","open_access":"1"}],"date_updated":"2022-01-06T06:57:40Z","conference":{"end_date":"2022-01-07","location":"Virtual","name":"Hawaii International Conference on System Science (HICSS)","start_date":"2022-01-03"},"author":[{"first_name":"Jan-Peter","last_name":"Kucklick","full_name":"Kucklick, Jan-Peter","id":"77066"}],"year":"2022","title":"Visual Interpretability of Image-based Real Estate Appraisal","status":"public"},{"date_created":"2021-11-17T07:12:03Z","keyword":["Real Estate Appraisal","Text Regression","Natural Language Processing (NLP)","Location Intelligence","Wikipedia"],"type":"conference","oa":"1","department":[{"_id":"195"}],"publication":"55th Annual Hawaii International Conference on System Sciences (HICSS-55)","citation":{"ama":"Heuwinkel T, Kucklick J-P, Müller O. Using Geolocated Text to Quantify Location in Real Estate Appraisal. In: <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>. ; 2022.","short":"T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 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 <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>, 2022.","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.” <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>, 2022.","apa":"Heuwinkel, T., Kucklick, J.-P., &#38; Müller, O. (2022). Using Geolocated Text to Quantify Location in Real Estate Appraisal. <i>55th Annual Hawaii International Conference on System Sciences (HICSS-55)</i>. Hawaii International Conference on System Science (HICSS), Virtual.","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."},"abstract":[{"lang":"eng","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."}],"main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/bitstream/10125/80039/0561.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"_id":"27507","user_id":"77066","title":"Using Geolocated Text to Quantify Location in Real Estate Appraisal","status":"public","year":"2022","conference":{"start_date":"2022-01-03","name":"Hawaii International Conference on System Science (HICSS)","location":"Virtual","end_date":"2022-01-07"},"author":[{"full_name":"Heuwinkel, Tim","last_name":"Heuwinkel","first_name":"Tim"},{"full_name":"Kucklick, Jan-Peter","first_name":"Jan-Peter","last_name":"Kucklick","id":"77066"},{"last_name":"Müller","first_name":"Oliver","full_name":"Müller, Oliver","id":"72849"}],"date_updated":"2022-01-06T06:57:40Z"},{"doi":"10.17619/UNIPB/1-1292 ","user_id":"15504","language":[{"iso":"eng"}],"_id":"30201","date_updated":"2022-03-11T06:08:40Z","author":[{"full_name":"Fanasch, Patrizia","first_name":"Patrizia","last_name":"Fanasch"}],"title":"Governance and Reputation in the Market for Experience Goods","status":"public","year":"2022","department":[{"_id":"183"}],"type":"dissertation","date_created":"2022-03-03T10:20:06Z","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A4: SFB 901 - Subproject A4","_id":"8"}],"supervisor":[{"id":"16019","full_name":"Frick, Bernd","first_name":"Bernd","last_name":"Frick"}],"citation":{"ieee":"P. 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