[{"author":[{"last_name":"Werthmann","first_name":"Julian","full_name":"Werthmann, Julian","id":"50024"},{"id":"20792","last_name":"Scheideler","first_name":"Christian","full_name":"Scheideler, Christian"},{"first_name":"Sam","last_name":"Coy","full_name":"Coy, Sam"},{"full_name":"Czumaj, Artur","first_name":"Artur","last_name":"Czumaj"},{"full_name":"Schneider, Philipp","first_name":"Philipp","last_name":"Schneider"}],"title":"Routing Schemes for Hybrid Communication Networks","year":"2023","status":"public","date_updated":"2023-05-22T09:37:25Z","_id":"45188","language":[{"iso":"eng"}],"user_id":"50024","doi":"10.48550/ARXIV.2210.05333","citation":{"chicago":"Werthmann, Julian, Christian Scheideler, Sam Coy, Artur Czumaj, and Philipp Schneider. “Routing Schemes for Hybrid Communication Networks,” 2023. <a href=\"https://doi.org/10.48550/ARXIV.2210.05333\">https://doi.org/10.48550/ARXIV.2210.05333</a>.","short":"J. Werthmann, C. Scheideler, S. Coy, A. Czumaj, P. Schneider, in: 2023.","apa":"Werthmann, J., Scheideler, C., Coy, S., Czumaj, A., &#38; Schneider, P. (2023). <i>Routing Schemes for Hybrid Communication Networks</i>. <a href=\"https://doi.org/10.48550/ARXIV.2210.05333\">https://doi.org/10.48550/ARXIV.2210.05333</a>","ieee":"J. Werthmann, C. Scheideler, S. Coy, A. Czumaj, and P. Schneider, “Routing Schemes for Hybrid Communication Networks,” 2023, doi: <a href=\"https://doi.org/10.48550/ARXIV.2210.05333\">10.48550/ARXIV.2210.05333</a>.","ama":"Werthmann J, Scheideler C, Coy S, Czumaj A, Schneider P. Routing Schemes for Hybrid Communication Networks. In: ; 2023. doi:<a href=\"https://doi.org/10.48550/ARXIV.2210.05333\">10.48550/ARXIV.2210.05333</a>","bibtex":"@inproceedings{Werthmann_Scheideler_Coy_Czumaj_Schneider_2023, title={Routing Schemes for Hybrid Communication Networks}, DOI={<a href=\"https://doi.org/10.48550/ARXIV.2210.05333\">10.48550/ARXIV.2210.05333</a>}, author={Werthmann, Julian and Scheideler, Christian and Coy, Sam and Czumaj, Artur and Schneider, Philipp}, year={2023} }","mla":"Werthmann, Julian, et al. <i>Routing Schemes for Hybrid Communication Networks</i>. 2023, doi:<a href=\"https://doi.org/10.48550/ARXIV.2210.05333\">10.48550/ARXIV.2210.05333</a>."},"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A1: SFB 901 - Subproject A1","_id":"5"}],"date_created":"2023-05-22T09:17:50Z","department":[{"_id":"79"}],"type":"conference"},{"language":[{"iso":"eng"}],"main_file_link":[{"url":"https://aisel.aisnet.org/ecis2023_rp/344"}],"date_updated":"2023-05-23T10:12:32Z","author":[{"first_name":"Simon","last_name":"Hemmrich","full_name":"Hemmrich, Simon","id":"83557"},{"id":"27207","full_name":"Bobolz, Jan","first_name":"Jan","last_name":"Bobolz"},{"id":"59677","last_name":"Beverungen","first_name":"Daniel","full_name":"Beverungen, Daniel"},{"id":"23","first_name":"Johannes","last_name":"Blömer","full_name":"Blömer, Johannes"}],"title":"Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain","year":"2023","department":[{"_id":"7"},{"_id":"64"},{"_id":"19"},{"_id":"526"}],"type":"conference","date_created":"2023-05-16T08:31:27Z","file":[{"creator":"jbobolz","date_created":"2023-05-23T10:11:03Z","file_name":"A_Blockchain_Based_Reputation_Ecosystem_for_Business___Payments_as_Ratings.pdf","file_size":958740,"access_level":"closed","relation":"main_file","date_updated":"2023-05-23T10:11:03Z","file_id":"45209","content_type":"application/pdf","success":1}],"abstract":[{"text":"Market transactions are subject to information asymmetry about the delivered value proposition, causing transaction costs and adverse market effects among buyers and sellers. 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.","lang":"eng"}],"extern":"1","publication":"ECIS 2023 Research Papers","ddc":["330"],"user_id":"27207","_id":"44855","has_accepted_license":"1","conference":{"name":"ECIS 2023"},"status":"public","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"}],"citation":{"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.","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.","short":"S. Hemmrich, J. Bobolz, D. Beverungen, J. Blömer, in: ECIS 2023 Research Papers, 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.","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.","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} }"},"file_date_updated":"2023-05-23T10:11:03Z"},{"citation":{"chicago":"N., N. <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>, 2023.","short":"N. N., Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach, 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.","ama":"N. N. <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>.; 2023.","bibtex":"@book{N._2023, title={Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach}, author={N., N.}, year={2023} }","mla":"N., N. <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>. 2023."},"supervisor":[{"first_name":"Enes","orcid":"0000-0002-5967-833X","last_name":"Yigitbas","full_name":"Yigitbas, Enes","id":"8447"},{"first_name":"Sebastian","last_name":"Gottschalk","full_name":"Gottschalk, Sebastian","id":"47208"}],"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"17","name":"SFB 901 - C5: SFB 901 - Subproject C5"}],"date_created":"2023-05-23T13:22:49Z","department":[{"_id":"66"}],"type":"mastersthesis","author":[{"full_name":"N., N.","last_name":"N.","first_name":"N."}],"year":"2023","status":"public","title":"Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach","date_updated":"2023-05-23T13:22:54Z","language":[{"iso":"eng"}],"_id":"45243","user_id":"47208"},{"date_created":"2023-05-29T12:09:43Z","type":"conference","department":[{"_id":"76"}],"publication":"2023 IEEE Conference on Software Testing, Verification and Validation (ICST)","citation":{"bibtex":"@inproceedings{Karakaya_Bodden_2023, title={Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis}, DOI={<a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>}, booktitle={2023 IEEE Conference on Software Testing, Verification and Validation (ICST)}, publisher={IEEE}, author={Karakaya, Kadiray and Bodden, Eric}, year={2023} }","ama":"Karakaya K, Bodden E. Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis. In: <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>","mla":"Karakaya, Kadiray, and Eric Bodden. “Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis.” <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>.","short":"K. Karakaya, E. Bodden, in: 2023 IEEE Conference on Software Testing, Verification and Validation (ICST), IEEE, 2023.","chicago":"Karakaya, Kadiray, and Eric Bodden. “Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis.” In <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/icst57152.2023.00036\">https://doi.org/10.1109/icst57152.2023.00036</a>.","ieee":"K. Karakaya and E. Bodden, “Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis,” 2023, doi: <a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>.","apa":"Karakaya, K., &#38; Bodden, E. (2023). Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis. <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>. <a href=\"https://doi.org/10.1109/icst57152.2023.00036\">https://doi.org/10.1109/icst57152.2023.00036</a>"},"_id":"45312","publisher":"IEEE","doi":"10.1109/icst57152.2023.00036","user_id":"70410","status":"public","title":"Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis","year":"2023","author":[{"first_name":"Kadiray","last_name":"Karakaya","full_name":"Karakaya, Kadiray"},{"last_name":"Bodden","first_name":"Eric","full_name":"Bodden, Eric"}],"date_updated":"2023-05-29T12:12:17Z","publication_status":"published"},{"language":[{"iso":"eng"}],"_id":"43375","ddc":["000"],"user_id":"25078","year":"2023","title":"Privacy-Preserving Collection and Evaluation of Log Files","status":"public","author":[{"first_name":"Angelina","last_name":"Koch","full_name":"Koch, Angelina"}],"date_updated":"2023-05-30T11:43:18Z","has_accepted_license":"1","file":[{"creator":"feidens","date_created":"2023-05-26T07:07:39Z","access_level":"open_access","file_size":2275949,"file_name":"thesis_koch.pdf","date_updated":"2023-05-30T11:43:18Z","relation":"main_file","content_type":"application/pdf","file_id":"45303"}],"date_created":"2023-04-03T14:09:14Z","type":"bachelorsthesis","oa":"1","department":[{"_id":"64"}],"file_date_updated":"2023-05-30T11:43:18Z","supervisor":[{"id":"23","first_name":"Johannes","last_name":"Blömer","full_name":"Blömer, Johannes"}],"citation":{"chicago":"Koch, Angelina. <i>Privacy-Preserving Collection and Evaluation of Log Files</i>, 2023.","short":"A. Koch, Privacy-Preserving Collection and Evaluation of Log Files, 2023.","apa":"Koch, A. (2023). <i>Privacy-Preserving Collection and Evaluation of Log Files</i>.","ieee":"A. Koch, <i>Privacy-Preserving Collection and Evaluation of Log Files</i>. 2023.","ama":"Koch A. <i>Privacy-Preserving Collection and Evaluation of Log Files</i>.; 2023.","bibtex":"@book{Koch_2023, title={Privacy-Preserving Collection and Evaluation of Log Files}, author={Koch, Angelina}, year={2023} }","mla":"Koch, Angelina. <i>Privacy-Preserving Collection and Evaluation of Log Files</i>. 2023."},"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C1: SFB 901 - Subproject C1","_id":"13"}]},{"project":[{"name":"INGRID: INGRID: Informationssystem Graffiti in Deutschland","grant_number":"289287267","_id":"104"}],"citation":{"ieee":"M. A. Sherif, A. A. M. da Silva, S. Pestryakova, A. F. Ahmed, S. Niemann, and A.-C. N. Ngomo, “IngridKG: A FAIR Knowledge Graph of Graffiti,” <i>Scientific Data</i>, vol. 10, no. 1, Art. no. 318, 2023, doi: <a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>.","apa":"Sherif, M. A., da Silva, A. A. M., Pestryakova, S., Ahmed, A. F., Niemann, S., &#38; Ngomo, A.-C. N. (2023). IngridKG: A FAIR Knowledge Graph of Graffiti. <i>Scientific Data</i>, <i>10</i>(1), Article 318. <a href=\"https://doi.org/10.1038/s41597-023-02199-8\">https://doi.org/10.1038/s41597-023-02199-8</a>","short":"M.A. Sherif, A.A.M. da Silva, S. Pestryakova, A.F. Ahmed, S. Niemann, A.-C.N. Ngomo, Scientific Data 10 (2023).","chicago":"Sherif, Mohamed Ahmed, Ana Alexandra Morim da Silva, Svetlana Pestryakova, Abdullah Fathi Ahmed, Sven Niemann, and Axel-Cyrille Ngonga Ngomo. “IngridKG: A FAIR Knowledge Graph of Graffiti.” <i>Scientific Data</i> 10, no. 1 (2023). <a href=\"https://doi.org/10.1038/s41597-023-02199-8\">https://doi.org/10.1038/s41597-023-02199-8</a>.","mla":"Sherif, Mohamed Ahmed, et al. “IngridKG: A FAIR Knowledge Graph of Graffiti.” <i>Scientific Data</i>, vol. 10, no. 1, 318, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>.","bibtex":"@article{Sherif_da Silva_Pestryakova_Ahmed_Niemann_Ngomo_2023, title={IngridKG: A FAIR Knowledge Graph of Graffiti}, volume={10}, DOI={<a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>}, number={1318}, journal={Scientific Data}, publisher={Springer Science and Business Media LLC}, author={Sherif, Mohamed Ahmed and da Silva, Ana Alexandra Morim and Pestryakova, Svetlana and Ahmed, Abdullah Fathi and Niemann, Sven and Ngomo, Axel-Cyrille Ngonga}, year={2023} }","ama":"Sherif MA, da Silva AAM, Pestryakova S, Ahmed AF, Niemann S, Ngomo A-CN. IngridKG: A FAIR Knowledge Graph of Graffiti. <i>Scientific Data</i>. 2023;10(1). doi:<a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>"},"status":"public","user_id":"6593","volume":10,"_id":"45484","publisher":"Springer Science and Business Media LLC","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Graffiti is an urban phenomenon that is increasingly attracting the interest of the sciences. To the best of our knowledge, no suitable data corpora are available for systematic research until now. The Information System Graffiti in Germany project (<jats:sc>Ingrid</jats:sc>) closes this gap by dealing with graffiti image collections that have been made available to the project for public use. Within <jats:sc>Ingrid</jats:sc>, the graffiti images are collected, digitized and annotated. With this work, we aim to support the rapid access to a comprehensive data source on <jats:sc>Ingrid</jats:sc> targeted especially by researchers. In particular, we present <jats:sc>Ingrid</jats:sc>KG, an RDF knowledge graph of annotated graffiti, abides by the Linked Data and FAIR principles. We weekly update <jats:sc>Ingrid</jats:sc>KG by augmenting the new annotated graffiti to our knowledge graph. Our generation pipeline applies RDF data conversion, link discovery and data fusion approaches to the original data. The current version of <jats:sc>Ingrid</jats:sc>KG contains 460,640,154 triples and is linked to 3 other knowledge graphs by over 200,000 links. In our use case studies, we demonstrate the usefulness of our knowledge graph for different applications.</jats:p>","lang":"eng"}],"publication":"Scientific Data","issue":"1","type":"journal_article","keyword":["Library and Information Sciences","Statistics","Probability and Uncertainty","Computer Science Applications","Education","Information Systems","Statistics and Probability"],"department":[{"_id":"574"},{"_id":"115"}],"date_created":"2023-06-06T09:12:39Z","publication_status":"published","date_updated":"2023-06-06T09:17:10Z","intvolume":"        10","title":"IngridKG: A FAIR Knowledge Graph of Graffiti","year":"2023","author":[{"full_name":"Sherif, Mohamed Ahmed","last_name":"Sherif","first_name":"Mohamed Ahmed"},{"first_name":"Ana Alexandra Morim","last_name":"da Silva","full_name":"da Silva, Ana Alexandra Morim"},{"last_name":"Pestryakova","first_name":"Svetlana","full_name":"Pestryakova, Svetlana"},{"first_name":"Abdullah Fathi","last_name":"Ahmed","full_name":"Ahmed, Abdullah Fathi"},{"last_name":"Niemann","first_name":"Sven","full_name":"Niemann, Sven"},{"full_name":"Ngomo, Axel-Cyrille Ngonga","last_name":"Ngomo","first_name":"Axel-Cyrille Ngonga"}],"publication_identifier":{"issn":["2052-4463"]},"doi":"10.1038/s41597-023-02199-8","article_number":"318","language":[{"iso":"eng"}]},{"project":[{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","grant_number":"160364472","_id":"5"},{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"supervisor":[{"id":"15523","last_name":"Meyer auf der Heide","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"}],"citation":{"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>","ieee":"J. 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>.","short":"J. Castenow, Local Protocols for Contracting and Expanding Robot Formation Problems, 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>.","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>","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} }"},"department":[{"_id":"63"}],"type":"dissertation","date_created":"2023-06-12T13:06:58Z","date_updated":"2023-06-13T07:43:11Z","author":[{"first_name":"Jannik","last_name":"Castenow","full_name":"Castenow, Jannik","id":"38705"}],"status":"public","title":"Local Protocols for Contracting and Expanding Robot Formation Problems","year":"2023","doi":"10.17619/UNIPB/1-1750","user_id":"38705","language":[{"iso":"eng"}],"_id":"45580"},{"supervisor":[{"id":"15523","first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"}],"citation":{"ieee":"T. Knollmann, <i>Online Algorithms for Allocating Heterogeneous Resources</i>. 2023.","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.","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>.","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>.","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} }","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>"},"project":[{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","grant_number":"160364472","_id":"5"},{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"date_created":"2023-06-12T13:05:04Z","department":[{"_id":"63"}],"type":"dissertation","author":[{"id":"39241","last_name":"Knollmann","first_name":"Till","orcid":"0000-0003-2014-4696","full_name":"Knollmann, Till"}],"year":"2023","status":"public","title":"Online Algorithms for Allocating Heterogeneous Resources","date_updated":"2023-06-12T21:03:14Z","_id":"45579","language":[{"iso":"eng"}],"doi":"10.17619/UNIPB/1-1751","user_id":"39241"},{"citation":{"ama":"Hotegni SS, Mahabadi S, Vakilian A. Approximation Algorithms for Fair Range Clustering. In: <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i>","bibtex":"@inproceedings{Hotegni_Mahabadi_Vakilian, title={Approximation Algorithms for Fair Range Clustering}, booktitle={Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.}, author={Hotegni, Sedjro Salomon and Mahabadi, Sepideh and Vakilian, Ali} }","mla":"Hotegni, Sedjro Salomon, et al. “Approximation Algorithms for Fair Range Clustering.” <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i>","short":"S.S. Hotegni, S. Mahabadi, A. Vakilian, in: Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023., n.d.","chicago":"Hotegni, Sedjro Salomon, Sepideh Mahabadi, and Ali Vakilian. “Approximation Algorithms for Fair Range Clustering.” In <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i>, n.d.","apa":"Hotegni, S. S., Mahabadi, S., &#38; Vakilian, A. (n.d.). Approximation Algorithms for Fair Range Clustering. <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i> International Conference on Machine Learning, Honolulu, Hawaii, USA.","ieee":"S. S. Hotegni, S. Mahabadi, and A. Vakilian, “Approximation Algorithms for Fair Range Clustering,” presented at the International Conference on Machine Learning, Honolulu, Hawaii, USA."},"publication":"Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.","date_created":"2023-06-20T22:29:33Z","oa":"1","department":[{"_id":"655"}],"keyword":["Fair range clustering"],"type":"conference","conference":{"start_date":"2023-07-23","name":"International Conference on Machine Learning","location":"Honolulu, Hawaii, USA","end_date":"2023-07-29"},"author":[{"id":"97995","first_name":"Sedjro Salomon","last_name":"Hotegni","full_name":"Hotegni, Sedjro Salomon"},{"last_name":"Mahabadi","first_name":"Sepideh","full_name":"Mahabadi, Sepideh"},{"last_name":"Vakilian","first_name":"Ali","full_name":"Vakilian, Ali"}],"title":"Approximation Algorithms for Fair Range Clustering","status":"public","year":"2023","date_updated":"2023-06-20T23:03:12Z","publication_status":"accepted","_id":"45695","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://openreview.net/forum?id=gBoKJT5JhM","open_access":"1"}],"user_id":"97995"},{"author":[{"last_name":"Hebrok","first_name":"Sven Niclas","full_name":"Hebrok, Sven Niclas","id":"55616"},{"full_name":"Nachtigall, Simon","last_name":"Nachtigall","first_name":"Simon"},{"first_name":"Marcel","last_name":"Maehren","full_name":"Maehren, Marcel"},{"first_name":"Nurullah","last_name":"Erinola","full_name":"Erinola, Nurullah"},{"full_name":"Merget, Robert","first_name":"Robert","last_name":"Merget"},{"orcid":"0000-0002-3593-7720","last_name":"Somorovsky","first_name":"Juraj","full_name":"Somorovsky, Juraj","id":"83504"},{"full_name":"Schwenk, Jörg","first_name":"Jörg","last_name":"Schwenk"}],"status":"public","title":"We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets","year":"2023","date_updated":"2023-06-21T06:49:56Z","language":[{"iso":"eng"}],"_id":"43060","main_file_link":[{"url":"https://www.usenix.org/conference/usenixsecurity23/presentation/hebrok","open_access":"1"}],"user_id":"83504","citation":{"apa":"Hebrok, S. N., Nachtigall, S., Maehren, M., Erinola, N., Merget, R., Somorovsky, J., &#38; Schwenk, J. (2023). We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets. <i>32nd USENIX Security Symposium</i>.","ieee":"S. N. Hebrok <i>et al.</i>, “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets,” 2023.","short":"S.N. Hebrok, S. Nachtigall, M. Maehren, N. Erinola, R. Merget, J. Somorovsky, J. Schwenk, in: 32nd USENIX Security Symposium, 2023.","chicago":"Hebrok, Sven Niclas, Simon Nachtigall, Marcel Maehren, Nurullah Erinola, Robert Merget, Juraj Somorovsky, and Jörg Schwenk. “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.” In <i>32nd USENIX Security Symposium</i>, 2023.","mla":"Hebrok, Sven Niclas, et al. “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.” <i>32nd USENIX Security Symposium</i>, 2023.","ama":"Hebrok SN, Nachtigall S, Maehren M, et al. We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets. In: <i>32nd USENIX Security Symposium</i>. ; 2023.","bibtex":"@inproceedings{Hebrok_Nachtigall_Maehren_Erinola_Merget_Somorovsky_Schwenk_2023, title={We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets}, booktitle={32nd USENIX Security Symposium}, author={Hebrok, Sven Niclas and Nachtigall, Simon and Maehren, Marcel and Erinola, Nurullah and Merget, Robert and Somorovsky, Juraj and Schwenk, Jörg}, year={2023} }"},"publication":"32nd USENIX Security Symposium","date_created":"2023-03-22T08:15:42Z","department":[{"_id":"632"}],"oa":"1","type":"conference"},{"citation":{"ama":"Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management: A Practitioner-Driven Research Agenda. In: <i>Procedia CIRP 33</i>. ; 2023.","short":"K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R. Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023.","chicago":"Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” In <i>Procedia CIRP 33</i>, 2023.","bibtex":"@inproceedings{Grigoryan_Fichtler_Schreiner_Rabe_Panzner_Kühn_Dumitrescu_Koldewey_2023, title={Data-Driven Product Management: A Practitioner-Driven Research Agenda}, booktitle={Procedia CIRP 33}, author={Grigoryan, Khoren and Fichtler, Timm and Schreiner, Nick and Rabe, Martin and Panzner, Melina and Kühn, Arno and Dumitrescu, Roman and Koldewey, Christian}, year={2023} }","mla":"Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” <i>Procedia CIRP 33</i>, 2023.","apa":"Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A., Dumitrescu, R., &#38; Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven Research Agenda. <i>Procedia CIRP 33</i>. 33rd CIRP Design Conference, Sydney.","ieee":"K. Grigoryan <i>et al.</i>, “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023."},"publication":"Procedia CIRP 33","abstract":[{"text":"The global megatrends of digitization and sustainability lead to new challenges for the design and management of technical products in industrial companies. Product management - as the bridge between market and company - has the task to absorb and combine the manifold requirements and make the right product-related decisions. In the process, product management is confronted with heterogeneous information, rapidly changing portfolio components, as well as increasing product, and organizational complexity. Combining and utilizing data from different sources, e.g., product usage data and social media data leads to promising potentials to improve the quality of product-related decisions. In this paper, we reinforce the need for data-driven product management as an interdisciplinary field of action. The state of data-driven product management in practice was analyzed by conducting workshops with six manufacturing companies and hosting a focus group meeting with experts from different industries. We investigate the expectations and derive requirements leading us to open research questions, a vision for data-driven product management, and a research agenda to shape future research efforts.","lang":"eng"}],"date_created":"2023-06-27T13:46:45Z","department":[{"_id":"563"},{"_id":"241"}],"type":"conference","keyword":["Product Management","Data Analytics","Data-Driven Design","Product-related data","Lifecycle Data","Tool-support"],"author":[{"full_name":"Grigoryan, Khoren","last_name":"Grigoryan","first_name":"Khoren"},{"orcid":"https://orcid.org/0000-0001-6034-4399","first_name":"Timm","last_name":"Fichtler","full_name":"Fichtler, Timm","id":"66731"},{"first_name":"Nick","last_name":"Schreiner","full_name":"Schreiner, Nick"},{"first_name":"Martin","last_name":"Rabe","full_name":"Rabe, Martin"},{"full_name":"Panzner, Melina","first_name":"Melina","last_name":"Panzner","id":"72658"},{"first_name":"Arno","last_name":"Kühn","full_name":"Kühn, Arno"},{"id":"16190","last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"},{"full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian","id":"43136"}],"conference":{"name":"33rd CIRP Design Conference","location":"Sydney"},"title":"Data-Driven Product Management: A Practitioner-Driven Research Agenda","year":"2023","status":"public","date_updated":"2023-06-27T13:57:42Z","language":[{"iso":"eng"}],"_id":"45793","user_id":"66731"},{"date_created":"2023-06-28T11:18:12Z","type":"conference","keyword":["Digital Platform","Platform Strategy","Strategic Management","Platform Life Cycle","Interview Study","Business Model","Business-to-Business","Two-sided Market","Multi-sided Market"],"department":[{"_id":"563"}],"citation":{"ama":"Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on Strategy Options for Platform Operation in B2B Markets. In: ; 2023.","bibtex":"@inproceedings{Özcan_Fichtler_Kasten_Koldewey_Dumitrescu_2023, title={Interview Study on Strategy Options for Platform Operation in B2B Markets}, author={Özcan, Leon and Fichtler, Timm and Kasten, Benjamin and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","mla":"Özcan, Leon, et al. <i>Interview Study on Strategy Options for Platform Operation in B2B Markets</i>. 2023.","short":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023.","chicago":"Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B Markets,” 2023.","apa":"Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., &#38; Dumitrescu, R. (2023). <i>Interview Study on Strategy Options for Platform Operation in B2B Markets</i>. ISPIM Innovation Conference, Ljubljana.","ieee":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023."},"_id":"45812","language":[{"iso":"eng"}],"user_id":"66731","status":"public","title":"Interview Study on Strategy Options for Platform Operation in B2B Markets","year":"2023","conference":{"location":"Ljubljana","name":"ISPIM Innovation Conference"},"author":[{"id":"45137","first_name":"Leon","last_name":"Özcan","full_name":"Özcan, Leon"},{"full_name":"Fichtler, Timm","first_name":"Timm","orcid":"https://orcid.org/0000-0001-6034-4399","last_name":"Fichtler","id":"66731"},{"full_name":"Kasten, Benjamin","last_name":"Kasten","first_name":"Benjamin"},{"full_name":"Koldewey, Christian","first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","id":"43136"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"date_updated":"2023-06-28T11:18:31Z"},{"intvolume":"     13870","date_updated":"2023-07-02T18:10:02Z","publication_status":"published","author":[{"full_name":"KOUAGOU, N'Dah Jean","last_name":"KOUAGOU","first_name":"N'Dah Jean","id":"87189"},{"id":"11871","orcid":"0000-0002-4525-6865","first_name":"Stefan","last_name":"Heindorf","full_name":"Heindorf, Stefan"},{"id":"43817","full_name":"Demir, Caglar","last_name":"Demir","first_name":"Caglar"},{"last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"publication_identifier":{"unknown":["978-3-031-33455-9"]},"title":"Neural Class Expression Synthesis","year":"2023","doi":"https://doi.org/10.1007/978-3-031-33455-9_13","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://2023.eswc-conferences.org/wp-content/uploads/2023/05/paper_Kouagou_2023_Neural.pdf","open_access":"1"}],"abstract":[{"text":"Many applications require explainable node classification in knowledge graphs. Towards this end, a popular ``white-box'' approach is class expression learning: Given sets of positive and negative nodes, class expressions in description logics are learned that separate positive from negative nodes. Most existing approaches are search-based approaches generating many candidate class expressions and selecting the best one. However, they often take a long time to find suitable class expressions. In this paper, we cast class expression learning as a translation problem and propose a new family of class expression learning approaches which we dub neural class expression synthesizers. Training examples are ``translated'' into class expressions in a fashion akin to machine translation. Consequently, our synthesizers are not subject to the runtime limitations of search-based approaches. We study three instances of this novel family of approaches based on LSTMs, GRUs, and set transformers, respectively. An evaluation of our approach on four benchmark datasets suggests that it can effectively synthesize high-quality class expressions with respect to the input examples in approximately one second on average. Moreover, a comparison to state-of-the-art approaches suggests that we achieve better F-measures on large datasets. For reproducibility purposes, we provide our implementation as well as pretrained models in our public GitHub repository at https://github.com/dice-group/NeuralClassExpressionSynthesis","lang":"eng"}],"publication":"The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)","department":[{"_id":"574"},{"_id":"760"}],"type":"conference","keyword":["Neural network","Concept learning","Description logics"],"date_created":"2022-10-15T19:20:11Z","conference":{"end_date":"2023-06-01","name":"20th Extended Semantic Web Conference","start_date":"2023-05-28","location":"Hersonissos, Crete, Greece"},"status":"public","editor":[{"first_name":"Catia","last_name":"Pesquita","full_name":"Pesquita, Catia"},{"last_name":"Jimenez-Ruiz","first_name":"Ernesto","full_name":"Jimenez-Ruiz, Ernesto"},{"last_name":"McCusker","first_name":"Jamie","full_name":"McCusker, Jamie"},{"full_name":"Faria, Daniel","first_name":"Daniel","last_name":"Faria"},{"last_name":"Dragoni","first_name":"Mauro","full_name":"Dragoni, Mauro"},{"full_name":"Dimou, Anastasia","first_name":"Anastasia","last_name":"Dimou"},{"first_name":"Raphael","last_name":"Troncy","full_name":"Troncy, Raphael"},{"full_name":"Hertling, Sven","first_name":"Sven","last_name":"Hertling"}],"volume":13870,"user_id":"11871","publisher":"Springer International Publishing","_id":"33734","page":"209 - 226","project":[{"name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale","_id":"410"},{"grant_number":"101070305","_id":"407","name":"ENEXA: Efficient Explainable Learning on Knowledge Graphs"},{"_id":"285","grant_number":"NW21-059D","name":"SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems"}],"citation":{"short":"N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Springer International Publishing, 2023, pp. 209–226.","chicago":"KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis.” In <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>, edited by Catia Pesquita, Ernesto Jimenez-Ruiz, Jamie McCusker, Daniel Faria, Mauro Dragoni, Anastasia Dimou, Raphael Troncy, and Sven Hertling, 13870:209–26. Springer International Publishing, 2023. <a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>.","apa":"KOUAGOU, N. J., Heindorf, S., Demir, C., &#38; Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis. In C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, &#38; S. Hertling (Eds.), <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i> (Vol. 13870, pp. 209–226). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>","ieee":"N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis,” in <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>, Hersonissos, Crete, Greece, 2023, vol. 13870, pp. 209–226, doi: <a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>.","ama":"KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>. Vol 13870. Springer International Publishing; 2023:209-226. doi:<a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>","bibtex":"@inproceedings{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title={Neural Class Expression Synthesis}, volume={13870}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>}, booktitle={The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)}, publisher={Springer International Publishing}, author={KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, editor={Pesquita, Catia and Jimenez-Ruiz, Ernesto and McCusker, Jamie and Faria, Daniel and Dragoni, Mauro and Dimou, Anastasia and Troncy, Raphael and Hertling, Sven}, year={2023}, pages={209–226} }","mla":"KOUAGOU, N’Dah Jean, et al. “Neural Class Expression Synthesis.” <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>, edited by Catia Pesquita et al., vol. 13870, Springer International Publishing, 2023, pp. 209–26, doi:<a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>."},"oa":"1","external_id":{"unknown":["https://link.springer.com/chapter/10.1007/978-3-031-33455-9_13"]}},{"place":"Neubiberg","date_created":"2023-05-02T12:54:00Z","type":"dissertation","department":[{"_id":"579"},{"_id":"7"}],"supervisor":[{"full_name":"Geierhos, Michaela","last_name":"Geierhos","first_name":"Michaela","orcid":"0000-0002-8180-5606","id":"42496"}],"citation":{"mla":"Kersting, Joschka. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München , 2023.","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} }","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.","apa":"Kersting, J. (2023). <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München .","chicago":"Kersting, Joschka. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Neubiberg: Universität der Bundeswehr München , 2023.","short":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023."},"related_material":{"link":[{"relation":"supplementary_material","url":"https://athene-forschung.unibw.de/145003"}]},"abstract":[{"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.","lang":"eng"}],"project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"grant_number":"160364472","_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"page":"208","publisher":"Universität der Bundeswehr München ","_id":"44323","language":[{"iso":"ger"}],"user_id":"58701","year":"2023","title":"Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining","status":"public","author":[{"id":"58701","full_name":"Kersting, Joschka","last_name":"Kersting","first_name":"Joschka"}],"date_updated":"2023-07-03T12:29:50Z","publication_status":"published"},{"status":"public","has_accepted_license":"1","page":"1--20","publisher":"Heinz Nixdorf Institut, Universität Paderborn","_id":"45875","user_id":"477","ddc":["004"],"volume":412,"editor":[{"full_name":"Haake, Claus-Jochen","first_name":"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"},{"full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","first_name":"Henning"},{"first_name":"Heike","last_name":"Wehrheim","full_name":"Wehrheim, Heike"}],"file_date_updated":"2023-07-07T06:20:43Z","citation":{"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.","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). 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