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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."}],"file":[{"content_type":"application/pdf","relation":"main_file","success":1,"date_created":"2023-05-23T10:11:03Z","creator":"jbobolz","date_updated":"2023-05-23T10:11:03Z","access_level":"closed","file_id":"45209","file_name":"A_Blockchain_Based_Reputation_Ecosystem_for_Business___Payments_as_Ratings.pdf","file_size":958740}],"status":"public","date_updated":"2023-05-23T10:12:32Z","date_created":"2023-05-16T08:31:27Z","author":[{"first_name":"Simon","last_name":"Hemmrich","id":"83557","full_name":"Hemmrich, Simon"},{"first_name":"Jan","id":"27207","full_name":"Bobolz, Jan","last_name":"Bobolz"},{"last_name":"Beverungen","id":"59677","full_name":"Beverungen, Daniel","first_name":"Daniel"},{"first_name":"Johannes","full_name":"Blömer, Johannes","id":"23","last_name":"Blömer"}],"title":"Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain","main_file_link":[{"url":"https://aisel.aisnet.org/ecis2023_rp/344"}],"conference":{"name":"ECIS 2023"},"has_accepted_license":"1","year":"2023","citation":{"ieee":"S. Hemmrich, J. Bobolz, D. Beverungen, and J. Blömer, “Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain,” presented at the ECIS 2023, 2023.","chicago":"Hemmrich, Simon, Jan Bobolz, Daniel Beverungen, and Johannes Blömer. “Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain.” In <i>ECIS 2023 Research Papers</i>, 2023.","ama":"Hemmrich S, Bobolz J, Beverungen D, Blömer J. Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain. In: <i>ECIS 2023 Research Papers</i>. ; 2023.","apa":"Hemmrich, S., Bobolz, J., Beverungen, D., &#38; Blömer, J. (2023). Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain. <i>ECIS 2023 Research Papers</i>. ECIS 2023.","mla":"Hemmrich, Simon, et al. “Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain.” <i>ECIS 2023 Research Papers</i>, 2023.","bibtex":"@inproceedings{Hemmrich_Bobolz_Beverungen_Blömer_2023, title={Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain}, booktitle={ECIS 2023 Research Papers}, author={Hemmrich, Simon and Bobolz, Jan and Beverungen, Daniel and Blömer, Johannes}, year={2023} }","short":"S. Hemmrich, J. Bobolz, D. Beverungen, J. Blömer, in: ECIS 2023 Research Papers, 2023."}},{"conference":{"location":"Pretoria, South Africa","name":"18th International Conference on Design Science Research in Information Systems and Technology (DESRIST)"},"title":"Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments","date_created":"2023-03-15T13:33:55Z","author":[{"first_name":"Janina","id":"64464","full_name":"Seutter, Janina","last_name":"Seutter"},{"id":"49160","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer","first_name":"Christian"},{"last_name":"Kundisch","id":"21117","full_name":"Kundisch, Dennis","first_name":"Dennis"}],"date_updated":"2023-05-23T12:42:12Z","citation":{"mla":"Seutter, Janina, et al. “Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments.” <i>Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology</i>.","short":"J. Seutter, C. Bartelheimer, D. Kundisch, in: Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology, n.d.","bibtex":"@inproceedings{Seutter_Bartelheimer_Kundisch, title={Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments}, booktitle={Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology}, author={Seutter, Janina and Bartelheimer, Christian and Kundisch, Dennis} }","apa":"Seutter, J., Bartelheimer, C., &#38; Kundisch, D. (n.d.). Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments. <i>Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology</i>. 18th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Pretoria, South Africa.","ama":"Seutter J, Bartelheimer C, Kundisch D. Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments. In: <i>Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology</i>.","ieee":"J. Seutter, C. Bartelheimer, and D. Kundisch, “Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments,” presented at the 18th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Pretoria, South Africa.","chicago":"Seutter, Janina, Christian Bartelheimer, and Dennis Kundisch. “Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments.” In <i>Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology</i>, n.d."},"year":"2023","publication_status":"accepted","language":[{"iso":"eng"}],"department":[{"_id":"276"}],"user_id":"477","_id":"43027","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"_id":"8","name":"SFB 901 - A4: SFB 901 - Subproject A4"}],"status":"public","publication":"Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology","type":"conference"},{"citation":{"ama":"Götte T, Hinnenthal K, Scheideler C, Werthmann J. 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Time-Optimal Construction of Overlays. <i>Distributed Computing</i>. <a href=\"https://doi.org/10.1007/s00446-023-00442-4\">https://doi.org/10.1007/s00446-023-00442-4</a>","mla":"Götte, Thorsten, et al. “Time-Optimal Construction of Overlays.” <i>Distributed Computing</i>, 2023, doi:<a href=\"https://doi.org/10.1007/s00446-023-00442-4\">https://doi.org/10.1007/s00446-023-00442-4</a>.","bibtex":"@article{Götte_Hinnenthal_Scheideler_Werthmann_2023, title={Time-Optimal Construction of Overlays}, DOI={<a href=\"https://doi.org/10.1007/s00446-023-00442-4\">https://doi.org/10.1007/s00446-023-00442-4</a>}, journal={Distributed Computing}, author={Götte, Thorsten and Hinnenthal, Kristian and Scheideler, Christian and Werthmann, Julian}, year={2023} }","short":"T. Götte, K. Hinnenthal, C. Scheideler, J. 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The Case of Platform Apps","date_created":"2023-01-25T15:33:08Z","author":[{"full_name":"Jabr, Wael","last_name":"Jabr","first_name":"Wael"},{"full_name":"Gutt, Dominik","last_name":"Gutt","first_name":"Dominik"},{"last_name":"Neumann","full_name":"Neumann, Jürgen","first_name":"Jürgen"},{"last_name":"Kundisch","full_name":"Kundisch, Dennis","first_name":"Dennis"}],"date_updated":"2023-05-23T12:49:02Z","citation":{"ama":"Jabr W, Gutt D, Neumann J, Kundisch D. Updating at the Expense of Demand? The Case of Platform Apps. In: <i>Proceedings of the 45th ISMS Marketing Science Conference</i>.","chicago":"Jabr, Wael, Dominik Gutt, Jürgen Neumann, and Dennis Kundisch. “Updating at the Expense of Demand? The Case of Platform Apps.” In <i>Proceedings of the 45th ISMS Marketing Science Conference</i>, n.d.","ieee":"W. Jabr, D. Gutt, J. Neumann, and D. Kundisch, “Updating at the Expense of Demand? The Case of Platform Apps,” presented at the 45th ISMS Marketing Science Conference, Miami, USA.","bibtex":"@inproceedings{Jabr_Gutt_Neumann_Kundisch, title={Updating at the Expense of Demand? The Case of Platform Apps}, booktitle={Proceedings of the 45th ISMS Marketing Science Conference}, author={Jabr, Wael and Gutt, Dominik and Neumann, Jürgen and Kundisch, Dennis} }","mla":"Jabr, Wael, et al. “Updating at the Expense of Demand? The Case of Platform Apps.” <i>Proceedings of the 45th ISMS Marketing Science Conference</i>.","short":"W. Jabr, D. Gutt, J. Neumann, D. Kundisch, in: Proceedings of the 45th ISMS Marketing Science Conference, n.d.","apa":"Jabr, W., Gutt, D., Neumann, J., &#38; Kundisch, D. (n.d.). Updating at the Expense of Demand? 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N., Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach, 2023.","bibtex":"@book{N._2023, title={Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach}, author={N., N.}, year={2023} }","apa":"N., N. (2023). <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>.","ieee":"N. N., <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>. 2023.","chicago":"N., N. <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>, 2023.","ama":"N. 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Castenow, <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>. 2023.","chicago":"Castenow, Jannik. <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1750\">https://doi.org/10.17619/UNIPB/1-1750</a>.","ama":"Castenow J. <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>.; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1750\">10.17619/UNIPB/1-1750</a>","apa":"Castenow, J. (2023). <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1750\">https://doi.org/10.17619/UNIPB/1-1750</a>","bibtex":"@book{Castenow_2023, title={Local Protocols for Contracting and Expanding Robot Formation Problems}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1750\">10.17619/UNIPB/1-1750</a>}, author={Castenow, Jannik}, year={2023} }","mla":"Castenow, Jannik. <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>. 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1750\">10.17619/UNIPB/1-1750</a>.","short":"J. Castenow, Local Protocols for Contracting and Expanding Robot Formation Problems, 2023."},"year":"2023"},{"citation":{"ieee":"T. Knollmann, <i>Online Algorithms for Allocating Heterogeneous Resources</i>. 2023.","chicago":"Knollmann, Till. <i>Online Algorithms for Allocating Heterogeneous Resources</i>, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1751\">https://doi.org/10.17619/UNIPB/1-1751</a>.","ama":"Knollmann T. <i>Online Algorithms for Allocating Heterogeneous Resources</i>.; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1751\">10.17619/UNIPB/1-1751</a>","apa":"Knollmann, T. (2023). <i>Online Algorithms for Allocating Heterogeneous Resources</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1751\">https://doi.org/10.17619/UNIPB/1-1751</a>","short":"T. Knollmann, Online Algorithms for Allocating Heterogeneous Resources, 2023.","bibtex":"@book{Knollmann_2023, title={Online Algorithms for Allocating Heterogeneous Resources}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1751\">10.17619/UNIPB/1-1751</a>}, author={Knollmann, Till}, year={2023} }","mla":"Knollmann, Till. <i>Online Algorithms for Allocating Heterogeneous Resources</i>. 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1751\">10.17619/UNIPB/1-1751</a>."},"year":"2023","doi":"10.17619/UNIPB/1-1751","title":"Online Algorithms for Allocating Heterogeneous Resources","date_created":"2023-06-12T13:05:04Z","author":[{"first_name":"Till","full_name":"Knollmann, Till","id":"39241","orcid":"0000-0003-2014-4696","last_name":"Knollmann"}],"supervisor":[{"last_name":"Meyer auf der Heide","id":"15523","full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm"}],"date_updated":"2023-06-12T21:03:14Z","status":"public","type":"dissertation","language":[{"iso":"eng"}],"department":[{"_id":"63"}],"user_id":"39241","_id":"45579","project":[{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"grant_number":"160364472","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","_id":"5"},{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"}]},{"user_id":"18949","project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"grant_number":"160364472","_id":"8","name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)"}],"_id":"45666","language":[{"iso":"eng"}],"type":"report","status":"public","date_created":"2023-06-20T07:37:11Z","author":[{"last_name":"Frick","full_name":"Frick, Bernd","id":"16019","first_name":"Bernd"},{"first_name":"Clarissa","last_name":"Spiess Bru","full_name":"Spiess Bru, Clarissa"},{"last_name":"Kaimann","id":"18949","full_name":"Kaimann, Daniel","first_name":"Daniel"}],"volume":106,"publisher":"Paderborn University, Faculty of Business Administration and Economics","date_updated":"2023-06-20T07:44:53Z","title":"Are Women (Really) More Lenient? Gender Differences in Expert Evaluations","citation":{"ieee":"B. Frick, C. Spiess Bru, and D. Kaimann, <i>Are Women (Really) More Lenient? Gender Differences in Expert Evaluations</i>, vol. 106. Paderborn University, Faculty of Business Administration and Economics, 2023.","chicago":"Frick, Bernd, Clarissa Spiess Bru, and Daniel Kaimann. <i>Are Women (Really) More Lenient? Gender Differences in Expert Evaluations</i>. Vol. 106. Paderborn University, Faculty of Business Administration and Economics, 2023.","ama":"Frick B, Spiess Bru C, Kaimann D. <i>Are Women (Really) More Lenient? Gender Differences in Expert Evaluations</i>. Vol 106. Paderborn University, Faculty of Business Administration and Economics; 2023.","apa":"Frick, B., Spiess Bru, C., &#38; Kaimann, D. (2023). <i>Are Women (Really) More Lenient? Gender Differences in Expert Evaluations</i> (Vol. 106). Paderborn University, Faculty of Business Administration and Economics.","mla":"Frick, Bernd, et al. <i>Are Women (Really) More Lenient? Gender Differences in Expert Evaluations</i>. Paderborn University, Faculty of Business Administration and Economics, 2023.","bibtex":"@book{Frick_Spiess Bru_Kaimann_2023, title={Are Women (Really) More Lenient? Gender Differences in Expert Evaluations}, volume={106}, publisher={Paderborn University, Faculty of Business Administration and Economics}, author={Frick, Bernd and Spiess Bru, Clarissa and Kaimann, Daniel}, year={2023} }","short":"B. Frick, C. Spiess Bru, D. Kaimann, Are Women (Really) More Lenient? Gender Differences in Expert Evaluations, Paderborn University, Faculty of Business Administration and Economics, 2023."},"intvolume":"       106","year":"2023"},{"language":[{"iso":"eng"}],"_id":"45665","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"grant_number":"160364472","_id":"8","name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)"}],"user_id":"18949","status":"public","type":"report","title":"Sounds too Feminine? Brand Gender and The Impact on Professional Critics","publisher":"Paderborn University, Faculty of Business Administration and Economics","date_updated":"2023-06-20T07:33:21Z","volume":107,"date_created":"2023-06-20T07:33:14Z","author":[{"first_name":"Daniel","id":"18949","full_name":"Kaimann, Daniel","last_name":"Kaimann"},{"first_name":"Clarissa","full_name":"Spiess Bru, Clarissa","last_name":"Spiess Bru"}],"year":"2023","intvolume":"       107","citation":{"chicago":"Kaimann, Daniel, and Clarissa Spiess Bru. <i>Sounds Too Feminine? Brand Gender and The Impact on Professional Critics</i>. Vol. 107. Paderborn University, Faculty of Business Administration and Economics, 2023.","ieee":"D. Kaimann and C. Spiess Bru, <i>Sounds too Feminine? Brand Gender and The Impact on Professional Critics</i>, vol. 107. Paderborn University, Faculty of Business Administration and Economics, 2023.","ama":"Kaimann D, Spiess Bru C. <i>Sounds Too Feminine? Brand Gender and The Impact on Professional Critics</i>. Vol 107. Paderborn University, Faculty of Business Administration and Economics; 2023.","apa":"Kaimann, D., &#38; Spiess Bru, C. (2023). <i>Sounds too Feminine? Brand Gender and The Impact on Professional Critics</i> (Vol. 107). Paderborn University, Faculty of Business Administration and Economics.","mla":"Kaimann, Daniel, and Clarissa Spiess Bru. <i>Sounds Too Feminine? Brand Gender and The Impact on Professional Critics</i>. Paderborn University, Faculty of Business Administration and Economics, 2023.","bibtex":"@book{Kaimann_Spiess Bru_2023, title={Sounds too Feminine? Brand Gender and The Impact on Professional Critics}, volume={107}, publisher={Paderborn University, Faculty of Business Administration and Economics}, author={Kaimann, Daniel and Spiess Bru, Clarissa}, year={2023} }","short":"D. Kaimann, C. Spiess Bru, Sounds Too Feminine? Brand Gender and The Impact on Professional Critics, Paderborn University, Faculty of Business Administration and Economics, 2023."}},{"title":"Essays on Choices and Behavior in Competitive Situations","date_updated":"2023-06-20T07:45:07Z","date_created":"2023-06-20T07:44:11Z","author":[{"first_name":"Lisa","last_name":"Beck-Werz","full_name":"Beck-Werz, Lisa"}],"year":"2023","citation":{"ama":"Beck-Werz L. <i>Essays on Choices and Behavior in Competitive Situations</i>.; 2023.","chicago":"Beck-Werz, Lisa. <i>Essays on Choices and Behavior in Competitive Situations</i>, 2023.","ieee":"L. Beck-Werz, <i>Essays on Choices and Behavior in Competitive Situations</i>. 2023.","apa":"Beck-Werz, L. (2023). <i>Essays on Choices and Behavior in Competitive Situations</i>.","bibtex":"@book{Beck-Werz_2023, title={Essays on Choices and Behavior in Competitive Situations}, author={Beck-Werz, Lisa}, year={2023} }","short":"L. Beck-Werz, Essays on Choices and Behavior in Competitive Situations, 2023.","mla":"Beck-Werz, Lisa. <i>Essays on Choices and Behavior in Competitive Situations</i>. 2023."},"language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)","_id":"8","grant_number":"160364472"}],"_id":"45669","user_id":"18949","status":"public","type":"dissertation"},{"supervisor":[{"first_name":"Michaela","id":"42496","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos"}],"author":[{"last_name":"Kersting","id":"58701","full_name":"Kersting, Joschka","first_name":"Joschka"}],"date_created":"2023-05-02T12:54:00Z","publisher":"Universität der Bundeswehr München ","date_updated":"2023-07-03T12:29:50Z","title":"Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining","related_material":{"link":[{"url":"https://athene-forschung.unibw.de/145003","relation":"supplementary_material"}]},"publication_status":"published","page":"208","citation":{"ama":"Kersting J. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München ; 2023.","ieee":"J. Kersting, <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Neubiberg: Universität der Bundeswehr München , 2023.","chicago":"Kersting, Joschka. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Neubiberg: Universität der Bundeswehr München , 2023.","apa":"Kersting, J. (2023). <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München .","bibtex":"@book{Kersting_2023, place={Neubiberg}, title={Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining}, publisher={Universität der Bundeswehr München }, author={Kersting, Joschka}, year={2023} }","mla":"Kersting, Joschka. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München , 2023.","short":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023."},"place":"Neubiberg","year":"2023","department":[{"_id":"579"},{"_id":"7"}],"user_id":"58701","_id":"44323","project":[{"grant_number":"160364472","name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1","grant_number":"160364472"}],"language":[{"iso":"ger"}],"type":"dissertation","status":"public","abstract":[{"lang":"eng","text":"Reading between the lines has so far been reserved for humans. The present dissertation addresses this research gap using machine learning methods.\r\nImplicit expressions are not comprehensible by computers and cannot be localized in the text. However, many texts arise on interpersonal topics that, unlike commercial evaluation texts, often imply information only by means of longer phrases. Examples are the kindness and the attentiveness of a doctor, which are only paraphrased (“he didn’t even look me in the eye”). The analysis of such data, especially the identification and localization of implicit statements, is a research gap (1). This work uses so-called Aspect-based Sentiment Analysis as a method for this purpose. It remains open how the aspect categories to be extracted can be discovered and thematically delineated based on the data (2). Furthermore, it is not yet explored how a collection of tools should look like, with which implicit phrases can be identified and thus made explicit\r\n(3). Last, it is an open question how to correlate the identified phrases from the text data with other data, including the investigation of the relationship between quantitative scores (e.g., school grades) and the thematically related text (4). Based on these research gaps, the research question is posed as follows: Using text mining methods, how can implicit rating content be properly interpreted and thus made explicit before it is automatically categorized and quantified?\r\nThe uniqueness of this dissertation is based on the automated recognition of implicit linguistic statements alongside explicit statements. These are identified in unstructured text data so that features expressed only in the text can later be compared across data sources, even though they were not included in rating categories such as stars or school grades. German-language physician ratings from websites in three countries serve as the sample domain. The solution approach consists of data creation, a pipeline for text processing and analyses based on this. In the data creation, aspect classes are identified and delineated across platforms and marked in text data. This results in six datasets with over 70,000 annotated sentences and detailed guidelines. The models that were created based on the training data extract and categorize the aspects. In addition, the sentiment polarity and the evaluation weight, i. e., the importance of each phrase, are determined. The models, which are combined in a pipeline, are used in a prototype in the form of a web application. The analyses built on the pipeline quantify the rating contents by linking the obtained information with further data, thus allowing new insights.\r\nAs a result, a toolbox is provided to identify quantifiable rating content and categories using text mining for a sample domain. This is used to evaluate the approach, which in principle can also be adapted to any other domain."}]},{"year":"2023","title":"Capabilities and Limitations of Local Strategies in Dynamic Networks","publisher":"Heinz Nixdorf Institut, Universität Paderborn","date_created":"2023-07-07T06:21:38Z","file":[{"access_level":"open_access","file_name":"A1-Chapter-SFB-Buch-Final.pdf","file_id":"45876","file_size":543715,"date_created":"2023-07-07T06:20:43Z","creator":"ups","date_updated":"2023-07-07T06:20:43Z","relation":"main_file","content_type":"application/pdf"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","ddc":["004"],"language":[{"iso":"eng"}],"place":"Paderborn","citation":{"chicago":"Götte, Thorsten, Till Knollmann, Friedhelm Meyer auf der Heide, Christian Scheideler, and Julian Werthmann. “Capabilities and Limitations of Local Strategies in Dynamic Networks.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:1--20. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8060372\">https://doi.org/10.5281/zenodo.8060372</a>.","ieee":"T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, and J. Werthmann, “Capabilities and Limitations of Local Strategies in Dynamic Networks,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 1--20.","ama":"Götte T, Knollmann T, Meyer auf der Heide F, Scheideler C, Werthmann J. Capabilities and Limitations of Local Strategies in Dynamic Networks. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:1--20. doi:<a href=\"https://doi.org/10.5281/zenodo.8060372\">10.5281/zenodo.8060372</a>","short":"T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, J. Werthmann, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 1--20.","mla":"Götte, Thorsten, et al. “Capabilities and Limitations of Local Strategies in Dynamic Networks.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 1--20, doi:<a href=\"https://doi.org/10.5281/zenodo.8060372\">10.5281/zenodo.8060372</a>.","bibtex":"@inbook{Götte_Knollmann_Meyer auf der Heide_Scheideler_Werthmann_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Capabilities and Limitations of Local Strategies in Dynamic Networks}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8060372\">10.5281/zenodo.8060372</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Götte, Thorsten and Knollmann, Till and Meyer auf der Heide, Friedhelm and Scheideler, Christian and Werthmann, Julian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={1--20}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","apa":"Götte, T., Knollmann, T., Meyer auf der Heide, F., Scheideler, C., &#38; Werthmann, J. (2023). Capabilities and Limitations of Local Strategies in Dynamic Networks. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 1--20). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8060372\">https://doi.org/10.5281/zenodo.8060372</a>"},"page":"1--20","intvolume":"       412","has_accepted_license":"1","doi":"10.5281/zenodo.8060372","oa":"1","date_updated":"2023-07-07T06:21:57Z","author":[{"last_name":"Götte","full_name":"Götte, Thorsten","id":"34727","first_name":"Thorsten"},{"last_name":"Knollmann","orcid":"0000-0003-2014-4696","full_name":"Knollmann, Till","id":"39241","first_name":"Till"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","id":"15523","full_name":"Meyer auf der Heide, Friedhelm"},{"full_name":"Scheideler, Christian","id":"20792","last_name":"Scheideler","first_name":"Christian"},{"first_name":"Julian","last_name":"Werthmann","full_name":"Werthmann, Julian","id":"50024"}],"volume":412,"editor":[{"last_name":"Haake","full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen"},{"full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","first_name":"Friedhelm"},{"last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"},{"first_name":"Henning","full_name":"Wachsmuth, Henning","last_name":"Wachsmuth"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"status":"public","type":"book_chapter","file_date_updated":"2023-07-07T06:20:43Z","project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"grant_number":"160364472","_id":"5","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)"}],"_id":"45875","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","user_id":"477","department":[{"_id":"7"}]},{"year":"2023","publisher":"Heinz Nixdorf Institut, Universität Paderborn","date_created":"2023-07-07T08:24:28Z","title":"On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers","publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","file":[{"file_size":1803186,"file_name":"C4-Chapter-SFB-Buch-Final.pdf","access_level":"open_access","file_id":"45896","date_updated":"2023-07-07T11:16:52Z","date_created":"2023-07-07T08:24:20Z","creator":"florida","relation":"main_file","content_type":"application/pdf"}],"ddc":["004"],"language":[{"iso":"eng"}],"has_accepted_license":"1","place":"Paderborn","page":"183-202","intvolume":"       412","citation":{"mla":"Karl, Holger, et al. “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 183–202, doi:<a href=\"https://doi.org/10.5281/zenodo.8068664\">10.5281/zenodo.8068664</a>.","bibtex":"@inbook{Karl_Maack_Meyer auf der Heide_Pukrop_Redder_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068664\">10.5281/zenodo.8068664</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Karl, Holger and Maack, Marten and Meyer auf der Heide, Friedhelm and Pukrop, Simon and Redder, Adrian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={183–202}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","short":"H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, A. Redder, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 183–202.","ama":"Karl H, Maack M, Meyer auf der Heide F, Pukrop S, Redder A. On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:183-202. doi:<a href=\"https://doi.org/10.5281/zenodo.8068664\">10.5281/zenodo.8068664</a>","apa":"Karl, H., Maack, M., Meyer auf der Heide, F., Pukrop, S., &#38; Redder, A. (2023). On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 183–202). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068664\">https://doi.org/10.5281/zenodo.8068664</a>","ieee":"H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, and A. Redder, “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 183–202.","chicago":"Karl, Holger, Marten Maack, Friedhelm Meyer auf der Heide, Simon Pukrop, and Adrian Redder. “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:183–202. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068664\">https://doi.org/10.5281/zenodo.8068664</a>."},"date_updated":"2023-07-07T11:16:53Z","oa":"1","volume":412,"author":[{"last_name":"Karl","full_name":"Karl, Holger","id":"126","first_name":"Holger"},{"first_name":"Marten","id":"88252","full_name":"Maack, Marten","last_name":"Maack"},{"last_name":"Meyer auf der Heide","id":"15523","full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm"},{"first_name":"Simon","full_name":"Pukrop, Simon","id":"44428","last_name":"Pukrop"},{"orcid":"https://orcid.org/0000-0001-7391-4688","last_name":"Redder","id":"52265","full_name":"Redder, Adrian","first_name":"Adrian"}],"doi":"10.5281/zenodo.8068664","type":"book_chapter","editor":[{"first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen","last_name":"Haake"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"status":"public","_id":"45895","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"_id":"16","name":"SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter Dienste in konfigurierbaren Rechenzentren (Subproject C4)","grant_number":"160364472"}],"department":[{"_id":"7"}],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","user_id":"477","file_date_updated":"2023-07-07T11:16:52Z"},{"type":"book_chapter","editor":[{"last_name":"Haake","full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"status":"public","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"_id":"84","name":"SFB 901 - T2: SFB 901 -Subproject T2"}],"_id":"45901","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","user_id":"477","department":[{"_id":"7"}],"file_date_updated":"2023-07-07T11:13:37Z","has_accepted_license":"1","place":"Paderborn","citation":{"ama":"Blömer J, Bobolz J, Eidens F, Jager T, Kramer P. Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:237-246. doi:<a href=\"https://doi.org/10.5281/zenodo.8068755\">10.5281/zenodo.8068755</a>","ieee":"J. Blömer, J. Bobolz, F. Eidens, T. Jager, and P. Kramer, “Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 237–246.","chicago":"Blömer, Johannes, Jan Bobolz, Fabian Eidens, Tibor Jager, and Paul Kramer. “Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:237–46. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068755\">https://doi.org/10.5281/zenodo.8068755</a>.","apa":"Blömer, J., Bobolz, J., Eidens, F., Jager, T., &#38; Kramer, P. (2023). Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 237–246). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068755\">https://doi.org/10.5281/zenodo.8068755</a>","bibtex":"@inbook{Blömer_Bobolz_Eidens_Jager_Kramer_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068755\">10.5281/zenodo.8068755</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Blömer, Johannes and Bobolz, Jan and Eidens, Fabian and Jager, Tibor and Kramer, Paul}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={237–246}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Blömer, Johannes, et al. “Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 237–46, doi:<a href=\"https://doi.org/10.5281/zenodo.8068755\">10.5281/zenodo.8068755</a>.","short":"J. Blömer, J. Bobolz, F. Eidens, T. Jager, P. Kramer, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. 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Heinz Nixdorf Institut, Universität Paderborn; 2023:85-104. doi:<a href=\"https://doi.org/10.5281/zenodo.8068466\">10.5281/zenodo.8068466</a>","chicago":"Hanselle, Jonas Manuel, Eyke Hüllermeier, Felix Mohr, Axel-Cyrille Ngonga Ngomo, Mohamed Sherif, Alexander Tornede, and Marcel Dominik Wever. “Configuration and Evaluation.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:85–104. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068466\">https://doi.org/10.5281/zenodo.8068466</a>.","ieee":"J. M. Hanselle <i>et al.</i>, “Configuration and Evaluation,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. 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Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068414\">https://doi.org/10.5281/zenodo.8068414</a>.","ieee":"C.-J. Haake, B. Hehenkamp, and G. Polevoy, “The Market for Services: Incentives, Algorithms, Implementation,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 21–44.","ama":"Haake C-J, Hehenkamp B, Polevoy G. The Market for Services: Incentives, Algorithms, Implementation. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. 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Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 21–44.","bibtex":"@inbook{Haake_Hehenkamp_Polevoy_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={The Market for Services: Incentives, Algorithms, Implementation}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068414\">10.5281/zenodo.8068414</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Haake, Claus-Jochen and Hehenkamp, Burkhard and Polevoy, Gleb}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={21–44}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","apa":"Haake, C.-J., Hehenkamp, B., &#38; Polevoy, G. (2023). The Market for Services: Incentives, Algorithms, Implementation. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 21–44). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068414\">https://doi.org/10.5281/zenodo.8068414</a>"},"page":"21-44","intvolume":"       412","place":"Paderborn","has_accepted_license":"1","doi":"10.5281/zenodo.8068414","author":[{"last_name":"Haake","full_name":"Haake, Claus-Jochen","id":"20801","first_name":"Claus-Jochen"},{"first_name":"Burkhard","last_name":"Hehenkamp","id":"37339","full_name":"Hehenkamp, Burkhard"},{"last_name":"Polevoy","id":"83983","full_name":"Polevoy, Gleb","first_name":"Gleb"}],"volume":412,"oa":"1","date_updated":"2023-07-07T11:23:08Z"}]