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Information systems research has investigated how review systems can reduce information asymmetry in business-to-consumer markets. However, these systems cannot be readily applied to business-to-business markets, are vulnerable to manipulation, and suffer from conceptual weak spots since they use textual data or star ratings. Building on design science research, we conceptualize a new class of reputation systems based on monetary-based payments as quantitative ratings for each transaction stored on a blockchain. Using cryptography, we show that our system assures content confidentiality so that buyers can share and sell their ratings selectively, establishing a reputation ecosystem. Our prescriptive insights advance the design of reputation systems and offer new paths to understanding the antecedents, dynamics, and consequences to reduce information asymmetry in B2B transactions."}],"user_id":"27207","department":[{"_id":"7"},{"_id":"64"},{"_id":"19"},{"_id":"526"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"}],"_id":"44855","language":[{"iso":"eng"}],"file_date_updated":"2023-05-23T10:11:03Z","extern":"1","ddc":["330"],"has_accepted_license":"1","citation":{"ama":"Hemmrich S, Bobolz J, Beverungen D, Blömer J. Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain. 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While complex ML models lead to an accurate prediction, their inner decision-making is obfuscated. However, especially for high-stakes decisions, interpretability and explainability of the model are necessary. Therefore, we develop a holistic interpretability and explainability framework (HIEF) to objectively describe and evaluate an intelligent system’s explainable AI (XAI) capacities. This guides data scientists to create more transparent models. To evaluate our framework, we analyse 50 real estate appraisal papers to ensure the robustness of HIEF. Additionally, we identify six typical types of intelligent systems, so-called archetypes, which range from explanatory to predictive, and demonstrate how researchers can use the framework to identify blind-spot topics in their domain. Finally, regarding comprehensiveness, we used a random sample of six intelligent systems and conducted an applicability check to provide external validity.","lang":"eng"}],"status":"public","type":"journal_article","publication":"Journal of Decision Systems","title":"HIEF: a holistic interpretability and explainability framework","main_file_link":[{"url":"https://www.tandfonline.com/doi/full/10.1080/12460125.2023.2207268"}],"doi":"10.1080/12460125.2023.2207268","date_updated":"2023-05-26T05:08:36Z","publisher":"Taylor & Francis","date_created":"2023-05-26T05:04:45Z","author":[{"full_name":"Kucklick, Jan-Peter","id":"77066","last_name":"Kucklick","first_name":"Jan-Peter"}],"year":"2023","citation":{"ama":"Kucklick J-P. HIEF: a holistic interpretability and explainability framework. <i>Journal of Decision Systems</i>. Published online 2023:1-41. doi:<a href=\"https://doi.org/10.1080/12460125.2023.2207268\">10.1080/12460125.2023.2207268</a>","ieee":"J.-P. Kucklick, “HIEF: a holistic interpretability and explainability framework,” <i>Journal of Decision Systems</i>, pp. 1–41, 2023, doi: <a href=\"https://doi.org/10.1080/12460125.2023.2207268\">10.1080/12460125.2023.2207268</a>.","chicago":"Kucklick, Jan-Peter. “HIEF: A Holistic Interpretability and Explainability Framework.” <i>Journal of Decision Systems</i>, 2023, 1–41. <a href=\"https://doi.org/10.1080/12460125.2023.2207268\">https://doi.org/10.1080/12460125.2023.2207268</a>.","apa":"Kucklick, J.-P. (2023). HIEF: a holistic interpretability and explainability framework. <i>Journal of Decision Systems</i>, 1–41. <a href=\"https://doi.org/10.1080/12460125.2023.2207268\">https://doi.org/10.1080/12460125.2023.2207268</a>","bibtex":"@article{Kucklick_2023, title={HIEF: a holistic interpretability and explainability framework}, DOI={<a href=\"https://doi.org/10.1080/12460125.2023.2207268\">10.1080/12460125.2023.2207268</a>}, journal={Journal of Decision Systems}, publisher={Taylor &#38; Francis}, author={Kucklick, Jan-Peter}, year={2023}, pages={1–41} }","short":"J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.","mla":"Kucklick, Jan-Peter. “HIEF: A Holistic Interpretability and Explainability Framework.” <i>Journal of Decision Systems</i>, Taylor &#38; Francis, 2023, pp. 1–41, doi:<a href=\"https://doi.org/10.1080/12460125.2023.2207268\">10.1080/12460125.2023.2207268</a>."},"page":"1-41","publication_status":"published","publication_identifier":{"issn":["1246-0125","2116-7052"]}},{"date_created":"2023-02-14T12:06:39Z","author":[{"last_name":"Kamcili-Yildiz","full_name":"Kamcili-Yildiz, Naciye","id":"36874","first_name":"Naciye"}],"volume":6,"date_updated":"2023-05-26T07:56:35Z","publisher":"Waxmann Verlag","title":"Sprachsensibles Arbeiten mit Hadithen im Islamischen Religionsunterricht","citation":{"apa":"Kamcili-Yildiz, N. (2023). Sprachsensibles Arbeiten mit Hadithen im Islamischen Religionsunterricht. In S. Yaşar , M. Rothgangel, D. K. Grün, &#38; M. Soyhun (Eds.), <i>Hadithdidaktik im Diskurs</i> (Vol. 6, pp. 173–188). Waxmann Verlag.","mla":"Kamcili-Yildiz, Naciye. “Sprachsensibles Arbeiten mit Hadithen im Islamischen Religionsunterricht.” <i>Hadithdidaktik im Diskurs</i>, edited by Sarıkaya Yaşar  et al., vol. 6, Waxmann Verlag, 2023, pp. 173–88.","bibtex":"@inbook{Kamcili-Yildiz_2023, place={Münster}, series={Studien zur Islamischen Theologie und Religionspädagogik}, title={Sprachsensibles Arbeiten mit Hadithen im Islamischen Religionsunterricht}, volume={6}, booktitle={Hadithdidaktik im Diskurs}, publisher={Waxmann Verlag}, author={Kamcili-Yildiz, Naciye}, editor={Yaşar , Sarıkaya and Rothgangel, Martin and Grün, Déborah Kathleen and Soyhun, Mehmet}, year={2023}, pages={173–188}, collection={Studien zur Islamischen Theologie und Religionspädagogik} }","short":"N. Kamcili-Yildiz, in: S. Yaşar , M. Rothgangel, D.K. Grün, M. Soyhun (Eds.), Hadithdidaktik im Diskurs, Waxmann Verlag, Münster, 2023, pp. 173–188.","ama":"Kamcili-Yildiz N. Sprachsensibles Arbeiten mit Hadithen im Islamischen Religionsunterricht. In: Yaşar  S, Rothgangel M, Grün DK, Soyhun M, eds. <i>Hadithdidaktik im Diskurs</i>. Vol 6. Studien zur Islamischen Theologie und Religionspädagogik. Waxmann Verlag; 2023:173-188.","chicago":"Kamcili-Yildiz, Naciye. “Sprachsensibles Arbeiten mit Hadithen im Islamischen Religionsunterricht.” In <i>Hadithdidaktik im Diskurs</i>, edited by Sarıkaya Yaşar , Martin Rothgangel, Déborah Kathleen Grün, and Mehmet Soyhun, 6:173–88. Studien zur Islamischen Theologie und Religionspädagogik. Münster: Waxmann Verlag, 2023.","ieee":"N. Kamcili-Yildiz, “Sprachsensibles Arbeiten mit Hadithen im Islamischen Religionsunterricht,” in <i>Hadithdidaktik im Diskurs</i>, vol. 6, S. Yaşar , M. Rothgangel, D. K. Grün, and M. Soyhun, Eds. Münster: Waxmann Verlag, 2023, pp. 173–188."},"intvolume":"         6","page":"173 - 188","year":"2023","place":"Münster","user_id":"14931","series_title":"Studien zur Islamischen Theologie und Religionspädagogik","department":[{"_id":"473"}],"_id":"42087","language":[{"iso":"ger"}],"type":"book_chapter","publication":"Hadithdidaktik im Diskurs","status":"public","editor":[{"last_name":"Yaşar ","full_name":"Yaşar , Sarıkaya","first_name":"Sarıkaya"},{"full_name":"Rothgangel, Martin","last_name":"Rothgangel","first_name":"Martin"},{"first_name":"Déborah Kathleen","full_name":"Grün, Déborah Kathleen","last_name":"Grün"},{"first_name":"Mehmet","full_name":"Soyhun, Mehmet","last_name":"Soyhun"}]},{"status":"public","editor":[{"last_name":"Badawia","full_name":"Badawia, Tarek","first_name":"Tarek"},{"first_name":"Said","last_name":"Topalovic","full_name":"Topalovic, Said"}],"type":"book_chapter","publication":"Islamunterricht im Diskurs. 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Konzepte religiöser Bildung von islamischen Religionspädagogen.” <i>Islamunterricht im Diskurs. Religionspädagogische und fachdidaktische Ansätze</i>, edited by Tarek Badawia and Said Topalovic, Vandenhoeck &#38; Ruprecht Verlag, 2023.","short":"N. Kamcili-Yildiz, M. Tautz, in: T. Badawia, S. Topalovic (Eds.), Islamunterricht im Diskurs. Religionspädagogische und fachdidaktische Ansätze, Vandenhoeck &#38; Ruprecht Verlag, Göttingen, 2023."},"year":"2023","place":"Göttingen","title":"Was heißt religiöses gebildet? Konzepte religiöser Bildung von islamischen Religionspädagogen","author":[{"first_name":"Naciye","id":"36874","full_name":"Kamcili-Yildiz, Naciye","last_name":"Kamcili-Yildiz"},{"first_name":"Monika","full_name":"Tautz, Monika","last_name":"Tautz"}],"date_created":"2023-02-14T12:40:10Z","date_updated":"2023-05-26T07:55:30Z","publisher":"Vandenhoeck & Ruprecht Verlag"},{"language":[{"iso":"eng"}],"_id":"42223","department":[{"_id":"472"}],"user_id":"14931","status":"public","type":"working_paper","title":"Radiocarbon Dating Of Manuscripts Kept in the Central Library of the University of Tehran","publisher":"Cambridge University Press","date_updated":"2023-05-26T07:57:12Z","author":[{"first_name":"Seyed Ali","full_name":"Aghaei Abrandabadi, Seyed Ali","id":"87590","last_name":"Aghaei Abrandabadi"},{"full_name":"Bahrololoumi, Faranak","last_name":"Bahrololoumi","first_name":"Faranak"},{"full_name":"Hajdas, Irka","last_name":"Hajdas","first_name":"Irka"},{"first_name":"Rasul","last_name":"Jafarian","full_name":"Jafarian, Rasul"},{"first_name":"Lili","last_name":"Kordavani","full_name":"Kordavani, Lili"},{"full_name":"Marx, Michael","last_name":"Marx","first_name":"Michael"}],"date_created":"2023-02-17T15:36:34Z","place":"Cambridge","year":"2023","page":"1-15","citation":{"mla":"Aghaei Abrandabadi, Seyed Ali, et al. <i>Radiocarbon Dating Of Manuscripts Kept in the Central Library of the University of Tehran</i>. 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Cambridge University Press.","chicago":"Aghaei Abrandabadi, Seyed Ali, Faranak Bahrololoumi, Irka Hajdas, Rasul Jafarian, Lili Kordavani, and Michael Marx. <i>Radiocarbon Dating Of Manuscripts Kept in the Central Library of the University of Tehran</i>. Cambridge: Cambridge University Press, 2023.","ieee":"S. A. Aghaei Abrandabadi, F. Bahrololoumi, I. Hajdas, R. Jafarian, L. Kordavani, and M. Marx, <i>Radiocarbon Dating Of Manuscripts Kept in the Central Library of the University of Tehran</i>. Cambridge: Cambridge University Press, 2023, pp. 1–15.","ama":"Aghaei Abrandabadi SA, Bahrololoumi F, Hajdas I, Jafarian R, Kordavani L, Marx M. <i>Radiocarbon Dating Of Manuscripts Kept in the Central Library of the University of Tehran</i>. Cambridge University Press; 2023:1-15."}},{"place":"Edinburgh","year":"2023","citation":{"ama":"Aghaei Abrandabadi SA. The Hermeneutics of al-Sharīf al-Murtaḍā (d. 436/1044) in the interpretation of Akhbār al-Āḥād in his Kitāb al-Amālī. 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