[{"title":"Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat","doi":"10.1007/978-3-031-98080-0_10","publisher":"Springer Nature Switzerland","date_updated":"2025-09-11T14:11:47Z","author":[{"first_name":"Maria","last_name":"Erofeeva","full_name":"Erofeeva, Maria"},{"orcid":"0000-0002-7347-099X","last_name":"Klowait","full_name":"Klowait, Nils","id":"98454","first_name":"Nils"},{"last_name":"Belov","full_name":"Belov, Mikael","first_name":"Mikael"},{"full_name":"Soulié, Yoann","last_name":"Soulié","first_name":"Yoann"}],"date_created":"2025-09-11T14:11:31Z","year":"2025","place":"Cham","citation":{"apa":"Erofeeva, M., Klowait, N., Belov, M., &#38; Soulié, Y. (2025). Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat. In <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-98080-0_10\">https://doi.org/10.1007/978-3-031-98080-0_10</a>","short":"M. Erofeeva, N. Klowait, M. Belov, Y. Soulié, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2025.","mla":"Erofeeva, Maria, et al. “Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-98080-0_10\">10.1007/978-3-031-98080-0_10</a>.","bibtex":"@inbook{Erofeeva_Klowait_Belov_Soulié_2025, place={Cham}, title={Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-98080-0_10\">10.1007/978-3-031-98080-0_10</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Erofeeva, Maria and Klowait, Nils and Belov, Mikael and Soulié, Yoann}, year={2025} }","chicago":"Erofeeva, Maria, Nils Klowait, Mikael Belov, and Yoann Soulié. “Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-98080-0_10\">https://doi.org/10.1007/978-3-031-98080-0_10</a>.","ieee":"M. Erofeeva, N. Klowait, M. Belov, and Y. Soulié, “Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat,” in <i>Communications in Computer and Information Science</i>, Cham: Springer Nature Switzerland, 2025.","ama":"Erofeeva M, Klowait N, Belov M, Soulié Y. Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-98080-0_10\">10.1007/978-3-031-98080-0_10</a>"},"publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783031980794","9783031980800"]},"publication_status":"published","language":[{"iso":"eng"}],"_id":"61226","department":[{"_id":"603"}],"user_id":"98454","status":"public","publication":"Communications in Computer and Information Science","type":"book_chapter"},{"publication":"Communications in Computer and Information Science","type":"book_chapter","status":"public","abstract":[{"text":"<jats:title>Abstract</jats:title>\r\n          <jats:p>A scoring list is a sequence of simple decision models, where features are incrementally evaluated and scores of satisfied features are summed to be used for threshold-based decisions or for calculating class probabilities. In this paper, we introduce a new multi-class variant and compare it against previously introduced binary classification variants for incremental decisions, as well as multi-class variants for classical decision-making using all features. Furthermore, we introduce a new multi-class dataset to assess collaborative human-machine decision-making, which is suitable for user studies with non-expert participants. We demonstrate the usefulness of our approach by evaluating predictive performance and compared to the performance of participants without AI help.</jats:p>","lang":"eng"}],"department":[{"_id":"178"},{"_id":"184"}],"user_id":"72497","_id":"61820","project":[{"name":"TRR 318 - Subproject C2","_id":"125"}],"language":[{"iso":"eng"}],"publication_identifier":{"isbn":["9783032083265","9783032083272"],"issn":["1865-0929","1865-0937"]},"publication_status":"published","citation":{"ieee":"S. Heid, J. Kornowicz, J. Hanselle, K. Thommes, and E. Hüllermeier, “MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making,” in <i>Communications in Computer and Information Science</i>, Cham: Springer Nature Switzerland, 2025.","chicago":"Heid, Stefan, Jaroslaw Kornowicz, Jonas Hanselle, Kirsten Thommes, and Eyke Hüllermeier. “MSL: Multi-Class Scoring Lists for Interpretable Incremental Decision-Making.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-08327-2_6\">https://doi.org/10.1007/978-3-032-08327-2_6</a>.","ama":"Heid S, Kornowicz J, Hanselle J, Thommes K, Hüllermeier E. MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-08327-2_6\">10.1007/978-3-032-08327-2_6</a>","apa":"Heid, S., Kornowicz, J., Hanselle, J., Thommes, K., &#38; Hüllermeier, E. (2025). MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making. In <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-08327-2_6\">https://doi.org/10.1007/978-3-032-08327-2_6</a>","mla":"Heid, Stefan, et al. “MSL: Multi-Class Scoring Lists for Interpretable Incremental Decision-Making.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-08327-2_6\">10.1007/978-3-032-08327-2_6</a>.","short":"S. Heid, J. Kornowicz, J. Hanselle, K. Thommes, E. Hüllermeier, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2025.","bibtex":"@inbook{Heid_Kornowicz_Hanselle_Thommes_Hüllermeier_2025, place={Cham}, title={MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-08327-2_6\">10.1007/978-3-032-08327-2_6</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Heid, Stefan and Kornowicz, Jaroslaw and Hanselle, Jonas and Thommes, Kirsten and Hüllermeier, Eyke}, year={2025} }"},"year":"2025","place":"Cham","author":[{"full_name":"Heid, Stefan","id":"39640","last_name":"Heid","orcid":"0000-0002-9461-7372","first_name":"Stefan"},{"first_name":"Jaroslaw","id":"44029","full_name":"Kornowicz, Jaroslaw","orcid":"0000-0002-5654-9911","last_name":"Kornowicz"},{"last_name":"Hanselle","full_name":"Hanselle, Jonas","first_name":"Jonas"},{"id":"72497","full_name":"Thommes, Kirsten","last_name":"Thommes","first_name":"Kirsten"},{"full_name":"Hüllermeier, Eyke","id":"48129","last_name":"Hüllermeier","first_name":"Eyke"}],"date_created":"2025-10-13T13:34:36Z","publisher":"Springer Nature Switzerland","date_updated":"2025-10-13T13:35:11Z","doi":"10.1007/978-3-032-08327-2_6","title":"MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making"},{"language":[{"iso":"eng"}],"_id":"61877","project":[{"_id":"113","name":"TRR 318 - Subproject A3"}],"department":[{"_id":"178"},{"_id":"184"}],"user_id":"72497","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n          <jats:p>Research indicates that anger is a prevalent emotion in human-technology interactions, often leading to frustration, rejection and reduced trust, significantly impacting user experience and acceptance of technology. Particularly in high-risk or uncertain situations, where AI explanations are intended to help users make more informed decisions, decision-making is influenced by emotional factors, impairing understanding and leading to suboptimal choices. While XAI research continues to evolve, greater consideration of users’ emotions and individual characteristics remains necessary. Broadening empirical studies in this area could foster a more comprehensive understanding of decision-making processes following explanations, especially in relation to the interaction between emotions and cognition. In response, this study seeks to contribute to this area by employing an experimental design to examine the effects of AI explanations and emotion regulation on user reliance and trust of emotional users. The results provide a foundation for future human-centered research in XAI, focusing on the impact of emotions and cognition in human-technology interactions.</jats:p>"}],"status":"public","publication":"Communications in Computer and Information Science","type":"book_chapter","title":"Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors","doi":"10.1007/978-3-032-08333-3_11","publisher":"Springer Nature Switzerland","date_updated":"2025-10-20T06:29:44Z","date_created":"2025-10-20T06:29:19Z","author":[{"first_name":"Olesja","full_name":"Lammert, Olesja","id":"47384","orcid":"0000-0001-8201-5166","last_name":"Lammert"}],"year":"2025","place":"Cham","citation":{"ieee":"O. Lammert, “Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors,” in <i>Communications in Computer and Information Science</i>, Cham: Springer Nature Switzerland, 2025.","chicago":"Lammert, Olesja. “Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-08333-3_11\">https://doi.org/10.1007/978-3-032-08333-3_11</a>.","ama":"Lammert O. Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-08333-3_11\">10.1007/978-3-032-08333-3_11</a>","bibtex":"@inbook{Lammert_2025, place={Cham}, title={Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-08333-3_11\">10.1007/978-3-032-08333-3_11</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Lammert, Olesja}, year={2025} }","short":"O. Lammert, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2025.","mla":"Lammert, Olesja. “Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-08333-3_11\">10.1007/978-3-032-08333-3_11</a>.","apa":"Lammert, O. (2025). Can AI Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors. In <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-08333-3_11\">https://doi.org/10.1007/978-3-032-08333-3_11</a>"},"publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783032083326","9783032083333"]},"publication_status":"published"},{"year":"2024","place":"Cham","citation":{"ama":"Thommes K, Lammert O, Schütze C, Richter B, Wrede B. Human Emotions in AI Explanations. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-63803-9_15\">10.1007/978-3-031-63803-9_15</a>","ieee":"K. Thommes, O. Lammert, C. Schütze, B. Richter, and B. Wrede, “Human Emotions in AI Explanations,” 2024, doi: <a href=\"https://doi.org/10.1007/978-3-031-63803-9_15\">10.1007/978-3-031-63803-9_15</a>.","chicago":"Thommes, Kirsten, Olesja Lammert, Christian Schütze, Birte Richter, and Britta Wrede. “Human Emotions in AI Explanations.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-63803-9_15\">https://doi.org/10.1007/978-3-031-63803-9_15</a>.","apa":"Thommes, K., Lammert, O., Schütze, C., Richter, B., &#38; Wrede, B. (2024). Human Emotions in AI Explanations. <i>Communications in Computer and Information Science</i>. <a href=\"https://doi.org/10.1007/978-3-031-63803-9_15\">https://doi.org/10.1007/978-3-031-63803-9_15</a>","short":"K. Thommes, O. Lammert, C. Schütze, B. Richter, B. Wrede, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2024.","bibtex":"@inproceedings{Thommes_Lammert_Schütze_Richter_Wrede_2024, place={Cham}, title={Human Emotions in AI Explanations}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-63803-9_15\">10.1007/978-3-031-63803-9_15</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Thommes, Kirsten and Lammert, Olesja and Schütze, Christian and Richter, Birte and Wrede, Britta}, year={2024} }","mla":"Thommes, Kirsten, et al. “Human Emotions in AI Explanations.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-63803-9_15\">10.1007/978-3-031-63803-9_15</a>."},"publication_status":"published","publication_identifier":{"isbn":["9783031638022","9783031638039"],"issn":["1865-0929","1865-0937"]},"title":"Human Emotions in AI Explanations","doi":"10.1007/978-3-031-63803-9_15","date_updated":"2024-07-25T09:29:35Z","publisher":"Springer Nature Switzerland","date_created":"2024-07-11T09:11:44Z","author":[{"first_name":"Kirsten","last_name":"Thommes","id":"72497","full_name":"Thommes, Kirsten"},{"first_name":"Olesja","last_name":"Lammert","full_name":"Lammert, Olesja","id":"47384"},{"last_name":"Schütze","full_name":"Schütze, Christian","first_name":"Christian"},{"first_name":"Birte","last_name":"Richter","full_name":"Richter, Birte"},{"last_name":"Wrede","full_name":"Wrede, Britta","first_name":"Britta"}],"status":"public","type":"conference","publication":"Communications in Computer and Information Science","language":[{"iso":"eng"}],"project":[{"name":"TRR 318 - A3: TRR 318 - Subproject A3","_id":"113"}],"_id":"55177","user_id":"47384","department":[{"_id":"19"},{"_id":"184"}]},{"type":"book_chapter","publication":"Communications in Computer and Information Science","status":"public","user_id":"11871","department":[{"_id":"760"},{"_id":"574"}],"_id":"56214","language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"isbn":["9783031637865","9783031637872"],"issn":["1865-0929","1865-0937"]},"citation":{"mla":"Li, Jiayi, et al. “AutoCL: AutoML for Concept Learning.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">10.1007/978-3-031-63787-2_7</a>.","bibtex":"@inbook{Li_Satheesh_Heindorf_Moussallem_Speck_Ngonga Ngomo_2024, place={Cham}, title={AutoCL: AutoML for Concept Learning}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">10.1007/978-3-031-63787-2_7</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Li, Jiayi and Satheesh, Sheetal and Heindorf, Stefan and Moussallem, Diego and Speck, René and Ngonga Ngomo, Axel-Cyrille}, year={2024} }","short":"J. Li, S. Satheesh, S. Heindorf, D. Moussallem, R. Speck, A.-C. Ngonga Ngomo, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2024.","apa":"Li, J., Satheesh, S., Heindorf, S., Moussallem, D., Speck, R., &#38; Ngonga Ngomo, A.-C. (2024). AutoCL: AutoML for Concept Learning. In <i>Communications in Computer and Information Science</i>. The 2nd World Conference on eXplainable Artificial Intelligence, Malta, Valletta. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">https://doi.org/10.1007/978-3-031-63787-2_7</a>","ieee":"J. Li, S. Satheesh, S. Heindorf, D. Moussallem, R. Speck, and A.-C. Ngonga Ngomo, “AutoCL: AutoML for Concept Learning,” in <i>Communications in Computer and Information Science</i>, Cham: Springer Nature Switzerland, 2024.","chicago":"Li, Jiayi, Sheetal Satheesh, Stefan Heindorf, Diego Moussallem, René Speck, and Axel-Cyrille Ngonga Ngomo. “AutoCL: AutoML for Concept Learning.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">https://doi.org/10.1007/978-3-031-63787-2_7</a>.","ama":"Li J, Satheesh S, Heindorf S, Moussallem D, Speck R, Ngonga Ngomo A-C. AutoCL: AutoML for Concept Learning. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-63787-2_7\">10.1007/978-3-031-63787-2_7</a>"},"year":"2024","place":"Cham","date_created":"2024-09-23T12:31:23Z","author":[{"last_name":"Li","full_name":"Li, Jiayi","first_name":"Jiayi"},{"full_name":"Satheesh, Sheetal","last_name":"Satheesh","first_name":"Sheetal"},{"full_name":"Heindorf, Stefan","id":"11871","last_name":"Heindorf","orcid":"0000-0002-4525-6865","first_name":"Stefan"},{"full_name":"Moussallem, Diego","id":"71635","last_name":"Moussallem","first_name":"Diego"},{"first_name":"René","last_name":"Speck","full_name":"Speck, René","id":"70843"},{"last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille"}],"publisher":"Springer Nature Switzerland","date_updated":"2024-09-23T12:36:17Z","doi":"10.1007/978-3-031-63787-2_7","conference":{"start_date":"2024-07-17","name":"The 2nd World Conference on eXplainable Artificial Intelligence","location":"Malta, Valletta","end_date":"2024-07-19"},"title":"AutoCL: AutoML for Concept Learning"},{"_id":"48595","project":[{"name":"TRR 318 - C1: TRR 318 - Subproject C1","_id":"124"}],"department":[{"_id":"424"},{"_id":"660"}],"user_id":"92810","language":[{"iso":"eng"}],"publication":"Communications in Computer and Information Science","type":"conference","status":"public","publisher":"Springer Nature Switzerland","date_updated":"2023-11-24T11:59:49Z","author":[{"last_name":"Peters","orcid":"0009-0008-5193-6243","full_name":"Peters, Tobias Martin","id":"92810","first_name":"Tobias Martin"},{"full_name":"Visser, Roel W.","last_name":"Visser","first_name":"Roel W."}],"date_created":"2023-11-02T10:04:19Z","title":"The Importance of Distrust in AI","doi":"10.1007/978-3-031-44070-0_15","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783031440694","9783031440700"]},"publication_status":"published","place":"Cham","year":"2023","citation":{"ama":"Peters TM, Visser RW. The Importance of Distrust in AI. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>","ieee":"T. M. Peters and R. W. Visser, “The Importance of Distrust in AI,” 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>.","chicago":"Peters, Tobias Martin, and Roel W. Visser. “The Importance of Distrust in AI.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">https://doi.org/10.1007/978-3-031-44070-0_15</a>.","bibtex":"@inproceedings{Peters_Visser_2023, place={Cham}, title={The Importance of Distrust in AI}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Peters, Tobias Martin and Visser, Roel W.}, year={2023} }","short":"T.M. Peters, R.W. Visser, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2023.","mla":"Peters, Tobias Martin, and Roel W. Visser. “The Importance of Distrust in AI.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>.","apa":"Peters, T. M., &#38; Visser, R. W. (2023). The Importance of Distrust in AI. <i>Communications in Computer and Information Science</i>. <a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">https://doi.org/10.1007/978-3-031-44070-0_15</a>"}},{"status":"public","type":"book_chapter","publication":"Communications in Computer and Information Science","_id":"54672","user_id":"40982","department":[{"_id":"241"},{"_id":"662"}],"year":"2023","place":"Cham","citation":{"bibtex":"@inbook{Schmelter_Steghöfer_Albers_Ekman_Tessmer_Weber_2023, place={Cham}, title={Trustful Model-Based Information Exchange in Collaborative Engineering}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-42307-9_12\">10.1007/978-3-031-42307-9_12</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Schmelter, David and Steghöfer, Jan-Philipp and Albers, Karsten and Ekman, Mats and Tessmer, Jörg and Weber, Raphael}, year={2023} }","mla":"Schmelter, David, et al. “Trustful Model-Based Information Exchange in Collaborative Engineering.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-42307-9_12\">10.1007/978-3-031-42307-9_12</a>.","short":"D. Schmelter, J.-P. Steghöfer, K. Albers, M. Ekman, J. Tessmer, R. Weber, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2023.","apa":"Schmelter, D., Steghöfer, J.-P., Albers, K., Ekman, M., Tessmer, J., &#38; Weber, R. (2023). Trustful Model-Based Information Exchange in Collaborative Engineering. In <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-42307-9_12\">https://doi.org/10.1007/978-3-031-42307-9_12</a>","ama":"Schmelter D, Steghöfer J-P, Albers K, Ekman M, Tessmer J, Weber R. Trustful Model-Based Information Exchange in Collaborative Engineering. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-42307-9_12\">10.1007/978-3-031-42307-9_12</a>","chicago":"Schmelter, David, Jan-Philipp Steghöfer, Karsten Albers, Mats Ekman, Jörg Tessmer, and Raphael Weber. “Trustful Model-Based Information Exchange in Collaborative Engineering.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-42307-9_12\">https://doi.org/10.1007/978-3-031-42307-9_12</a>.","ieee":"D. Schmelter, J.-P. Steghöfer, K. Albers, M. Ekman, J. Tessmer, and R. Weber, “Trustful Model-Based Information Exchange in Collaborative Engineering,” in <i>Communications in Computer and Information Science</i>, Cham: Springer Nature Switzerland, 2023."},"publication_status":"published","publication_identifier":{"isbn":["9783031423062","9783031423079"],"issn":["1865-0929","1865-0937"]},"title":"Trustful Model-Based Information Exchange in Collaborative Engineering","doi":"10.1007/978-3-031-42307-9_12","publisher":"Springer Nature Switzerland","date_updated":"2024-06-10T13:17:08Z","date_created":"2024-06-10T13:10:39Z","author":[{"full_name":"Schmelter, David","last_name":"Schmelter","first_name":"David"},{"full_name":"Steghöfer, Jan-Philipp","last_name":"Steghöfer","first_name":"Jan-Philipp"},{"first_name":"Karsten","last_name":"Albers","full_name":"Albers, Karsten"},{"last_name":"Ekman","full_name":"Ekman, Mats","first_name":"Mats"},{"first_name":"Jörg","last_name":"Tessmer","full_name":"Tessmer, Jörg"},{"first_name":"Raphael","full_name":"Weber, Raphael","last_name":"Weber"}]},{"author":[{"id":"58701","full_name":"Kersting, Joschka","last_name":"Kersting","first_name":"Joschka"},{"first_name":"Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496","full_name":"Geierhos, Michaela"}],"volume":1860,"date_updated":"2023-07-28T15:11:10Z","doi":"10.1007/978-3-031-37890-4_3","publication_status":"published","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783031378898","9783031378904"]},"has_accepted_license":"1","citation":{"ieee":"J. Kersting and M. Geierhos, “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews,” in <i>Data Management Technologies and Applications</i>, vol. 1860, A. Cuzzocrea, O. Gusikhin, S. Hammoudi, and C. Quix, Eds. Cham: Springer Nature Switzerland, 2023, pp. 45–65.","chicago":"Kersting, Joschka, and Michaela Geierhos. “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.” In <i>Data Management Technologies and Applications</i>, edited by Alfredo Cuzzocrea, Oleg Gusikhin, Slimane Hammoudi, and Christoph Quix, 1860:45–65. Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">https://doi.org/10.1007/978-3-031-37890-4_3</a>.","ama":"Kersting J, Geierhos M. Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews. In: Cuzzocrea A, Gusikhin O, Hammoudi S, Quix C, eds. <i>Data Management Technologies and Applications</i>. Vol 1860. Communications in Computer and Information Science. Springer Nature Switzerland; 2023:45-65. doi:<a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">10.1007/978-3-031-37890-4_3</a>","short":"J. Kersting, M. Geierhos, in: A. Cuzzocrea, O. Gusikhin, S. Hammoudi, C. Quix (Eds.), Data Management Technologies and Applications, Springer Nature Switzerland, Cham, 2023, pp. 45–65.","bibtex":"@inbook{Kersting_Geierhos_2023, place={Cham}, series={Communications in Computer and Information Science}, title={Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews}, volume={1860}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">10.1007/978-3-031-37890-4_3</a>}, booktitle={Data Management Technologies and Applications}, publisher={Springer Nature Switzerland}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Cuzzocrea, Alfredo and Gusikhin, Oleg and Hammoudi, Slimane and Quix, Christoph}, year={2023}, pages={45–65}, collection={Communications in Computer and Information Science} }","mla":"Kersting, Joschka, and Michaela Geierhos. “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.” <i>Data Management Technologies and Applications</i>, edited by Alfredo Cuzzocrea et al., vol. 1860, Springer Nature Switzerland, 2023, pp. 45–65, doi:<a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">10.1007/978-3-031-37890-4_3</a>.","apa":"Kersting, J., &#38; Geierhos, M. (2023). Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews. In A. Cuzzocrea, O. Gusikhin, S. Hammoudi, &#38; C. Quix (Eds.), <i>Data Management Technologies and Applications</i> (Vol. 1860, pp. 45–65). Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-37890-4_3\">https://doi.org/10.1007/978-3-031-37890-4_3</a>"},"intvolume":"      1860","page":"45-65","place":"Cham","series_title":"Communications in Computer and Information Science","user_id":"58701","department":[{"_id":"579"}],"project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"},{"grant_number":"160364472","_id":"9","name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"}],"_id":"46205","file_date_updated":"2023-07-28T15:10:48Z","type":"book_chapter","status":"public","editor":[{"last_name":"Cuzzocrea","full_name":"Cuzzocrea, Alfredo","first_name":"Alfredo"},{"full_name":"Gusikhin, Oleg","last_name":"Gusikhin","first_name":"Oleg"},{"first_name":"Slimane","last_name":"Hammoudi","full_name":"Hammoudi, Slimane"},{"full_name":"Quix, Christoph","last_name":"Quix","first_name":"Christoph"}],"date_created":"2023-07-28T15:03:14Z","publisher":"Springer Nature Switzerland","title":"Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews","year":"2023","language":[{"iso":"eng"}],"ddc":["004"],"publication":"Data Management Technologies and Applications","file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2023-07-28T15:10:48Z","date_created":"2023-07-28T15:10:48Z","creator":"jkers","file_size":746336,"access_level":"closed","file_id":"46207","file_name":"Kersting and Geierhos (2023), Kersting2023b.pdf"}],"abstract":[{"lang":"eng","text":"We present a concept for quantifying evaluative phrases to later compare rating texts numerically instead of just relying on stars or grades. We achievethis by combining deep learning models in an aspect-based sentiment analysis pipeline along with sentiment weighting, polarity, and correlation analyses that combine deep learning results with metadata. The results provide new insights for the medical field. Our application domain, physician reviews, shows that there are millions of review texts on the Internet that cannot yet be comprehensively analyzed because previous studies have focused on explicit aspects from other domains (e.g., products). We identify, extract, and classify implicit and explicit aspect phrases equally from German-language review texts. To do so, we annotated aspect phrases representing reviews on numerous aspects of a physician, medical practice, or practice staff. We apply the best performing transformer model, XLM-RoBERTa, to a large physician review dataset and correlate the results with existing metadata. As a result, we can show different correlations between the sentiment polarity of certain aspect classes (e.g., friendliness, practice equipment) and physicians’ professions (e.g., surgeon, ophthalmologist). As a result, we have individual numerical scores that contain a variety of information based on deep learning algorithms that extract textual (evaluative) information and metadata from the Web."}]},{"status":"public","publication":"Proceedings of the World Conference on Explainable Artificial Intelligence (xAI)","type":"conference","language":[{"iso":"eng"}],"_id":"48778","project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren"},{"name":"TRR 318 - C: TRR 318 - Project Area C","_id":"117"}],"department":[{"_id":"660"}],"user_id":"93420","year":"2023","citation":{"bibtex":"@inproceedings{Muschalik_Fumagalli_Jagtani_Hammer_Huellermeier_2023, title={iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>}, booktitle={Proceedings of the World Conference on Explainable Artificial Intelligence (xAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Jagtani, Rohit and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }","mla":"Muschalik, Maximilian, et al. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>.","short":"M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, E. Huellermeier, in: Proceedings of the World Conference on Explainable Artificial Intelligence (XAI), 2023.","apa":"Muschalik, M., Fumagalli, F., Jagtani, R., Hammer, B., &#38; Huellermeier, E. (2023). iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>. <a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">https://doi.org/10.1007/978-3-031-44064-9_11</a>","ieee":"M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, and E. Huellermeier, “iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios,” 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>.","chicago":"Muschalik, Maximilian, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, and Eyke Huellermeier. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” In <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>, 2023. <a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">https://doi.org/10.1007/978-3-031-44064-9_11</a>.","ama":"Muschalik M, Fumagalli F, Jagtani R, Hammer B, Huellermeier E. iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. In: <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>. ; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>"},"publication_identifier":{"eisbn":["1865-0937"],"eissn":["9783031440649"],"isbn":["9783031440632"],"issn":["1865-0929"]},"publication_status":"published","title":"iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios","doi":"10.1007/978-3-031-44064-9_11","date_updated":"2025-09-11T16:14:34Z","date_created":"2023-11-10T14:17:17Z","author":[{"first_name":"Maximilian","full_name":"Muschalik, Maximilian","last_name":"Muschalik"},{"first_name":"Fabian","full_name":"Fumagalli, Fabian","id":"93420","last_name":"Fumagalli"},{"first_name":"Rohit","full_name":"Jagtani, Rohit","last_name":"Jagtani"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"},{"first_name":"Eyke","id":"48129","full_name":"Huellermeier, Eyke","last_name":"Huellermeier"}]},{"publisher":"Springer International Publishing","date_created":"2022-06-27T09:27:06Z","title":"Chatbot-Enhanced Requirements Resolution for Automated Service Compositions","year":"2022","ddc":["004"],"keyword":["On-The-Fly Computing","Chatbot","Knowledge Base"],"language":[{"iso":"eng"}],"publication":"HCI International 2022 Posters","abstract":[{"lang":"eng","text":"This work addresses the automatic resolution of software requirements. In the vision of On-The-Fly Computing, software services should be composed on demand, based solely on natural language input from human users. To enable this, we build a chatbot solution that works with human-in-the-loop support to receive, analyze, correct, and complete their software requirements. The chatbot is equipped with a natural language processing pipeline and a large knowledge base, as well as sophisticated dialogue management skills to enhance the user experience. Previous solutions have focused on analyzing software requirements to point out errors such as vagueness, ambiguity, or incompleteness. Our work shows how apps can collaborate with users to efficiently produce correct requirements. We developed and compared three different chatbot apps that can work with built-in knowledge. We rely on ChatterBot, DialoGPT and Rasa for this purpose. While DialoGPT provides its own knowledge base, Rasa is the best system to combine the text mining and knowledge solutions at our disposal. The evaluation shows that users accept 73% of the suggested answers from Rasa, while they accept only 63% from DialoGPT or even 36% from ChatterBot."}],"file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2022-11-28T13:21:32Z","date_created":"2022-11-28T13:21:32Z","creator":"jkers","file_size":1153017,"access_level":"closed","file_name":"Kersting et al. (2022), Kersting2022.pdf","file_id":"34150"}],"date_updated":"2022-11-28T13:22:16Z","author":[{"last_name":"Kersting","full_name":"Kersting, Joschka","id":"58701","first_name":"Joschka"},{"full_name":"Ahmed, Mobeen","last_name":"Ahmed","first_name":"Mobeen"},{"full_name":"Geierhos, Michaela","id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606","first_name":"Michaela"}],"volume":1580,"doi":"10.1007/978-3-031-06417-3_56","conference":{"location":"Virtual","end_date":"2022-07-01","start_date":"2022-06-26","name":"24th International Conference on Human-Computer Interaction (HCII 2022)"},"publication_status":"published","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783031064166","9783031064173"]},"has_accepted_license":"1","related_material":{"link":[{"relation":"confirmation","url":"https://link.springer.com/chapter/10.1007/978-3-031-06417-3_56"}]},"place":"Cham, Switzerland","citation":{"apa":"Kersting, J., Ahmed, M., &#38; Geierhos, M. (2022). Chatbot-Enhanced Requirements Resolution for Automated Service Compositions. In C. Stephanidis, M. Antona, &#38; S. Ntoa (Eds.), <i>HCI International 2022 Posters</i> (Vol. 1580, pp. 419--426). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-06417-3_56\">https://doi.org/10.1007/978-3-031-06417-3_56</a>","bibtex":"@inbook{Kersting_Ahmed_Geierhos_2022, place={Cham, Switzerland}, series={Communications in Computer and Information Science (CCIS)}, title={Chatbot-Enhanced Requirements Resolution for Automated Service Compositions}, volume={1580}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-06417-3_56\">10.1007/978-3-031-06417-3_56</a>}, booktitle={HCI International 2022 Posters}, publisher={Springer International Publishing}, author={Kersting, Joschka and Ahmed, Mobeen and Geierhos, Michaela}, editor={Stephanidis, Constantine and Antona, Margherita and Ntoa, Stavroula}, year={2022}, pages={419--426}, collection={Communications in Computer and Information Science (CCIS)} }","mla":"Kersting, Joschka, et al. “Chatbot-Enhanced Requirements Resolution for Automated Service Compositions.” <i>HCI International 2022 Posters</i>, edited by Constantine Stephanidis et al., vol. 1580, Springer International Publishing, 2022, pp. 419--426, doi:<a href=\"https://doi.org/10.1007/978-3-031-06417-3_56\">10.1007/978-3-031-06417-3_56</a>.","short":"J. Kersting, M. Ahmed, M. Geierhos, in: C. Stephanidis, M. Antona, S. Ntoa (Eds.), HCI International 2022 Posters, Springer International Publishing, Cham, Switzerland, 2022, pp. 419--426.","chicago":"Kersting, Joschka, Mobeen Ahmed, and Michaela Geierhos. “Chatbot-Enhanced Requirements Resolution for Automated Service Compositions.” In <i>HCI International 2022 Posters</i>, edited by Constantine Stephanidis, Margherita Antona, and Stavroula Ntoa, 1580:419--426. Communications in Computer and Information Science (CCIS). Cham, Switzerland: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-06417-3_56\">https://doi.org/10.1007/978-3-031-06417-3_56</a>.","ieee":"J. Kersting, M. Ahmed, and M. Geierhos, “Chatbot-Enhanced Requirements Resolution for Automated Service Compositions,” in <i>HCI International 2022 Posters</i>, vol. 1580, C. Stephanidis, M. Antona, and S. Ntoa, Eds. Cham, Switzerland: Springer International Publishing, 2022, pp. 419--426.","ama":"Kersting J, Ahmed M, Geierhos M. Chatbot-Enhanced Requirements Resolution for Automated Service Compositions. In: Stephanidis C, Antona M, Ntoa S, eds. <i>HCI International 2022 Posters</i>. Vol 1580. Communications in Computer and Information Science (CCIS). Springer International Publishing; 2022:419--426. doi:<a href=\"https://doi.org/10.1007/978-3-031-06417-3_56\">10.1007/978-3-031-06417-3_56</a>"},"page":"419--426","intvolume":"      1580","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - B1: SFB 901 - Subproject B1","_id":"9"}],"_id":"32179","series_title":"Communications in Computer and Information Science (CCIS)","user_id":"58701","department":[{"_id":"579"}],"file_date_updated":"2022-11-28T13:21:32Z","type":"book_chapter","editor":[{"last_name":"Stephanidis","full_name":"Stephanidis, Constantine","first_name":"Constantine"},{"first_name":"Margherita","full_name":"Antona, Margherita","last_name":"Antona"},{"first_name":"Stavroula","last_name":"Ntoa","full_name":"Ntoa, Stavroula"}],"status":"public"},{"_id":"53306","user_id":"56070","language":[{"iso":"eng"}],"type":"book_chapter","publication":"Communications in Computer and Information Science","status":"public","date_updated":"2024-04-05T14:50:26Z","publisher":"Springer International Publishing","author":[{"first_name":"Hassan Ghasemzadeh","last_name":"Mohammadi","full_name":"Mohammadi, Hassan Ghasemzadeh"},{"first_name":"Felix Paul","last_name":"Jentzsch","full_name":"Jentzsch, Felix Paul"},{"first_name":"Maurice","last_name":"Kuschel","id":"56070","full_name":"Kuschel, Maurice"},{"first_name":"Rahil","last_name":"Arshad","full_name":"Arshad, Rahil"},{"first_name":"Sneha","last_name":"Rautmare","full_name":"Rautmare, Sneha"},{"first_name":"Suraj","last_name":"Manjunatha","full_name":"Manjunatha, Suraj"},{"full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"},{"first_name":"Alexander","full_name":"Boschmann, Alexander","last_name":"Boschmann"},{"full_name":"Schollbach, Dirk","last_name":"Schollbach","first_name":"Dirk"}],"date_created":"2024-04-05T14:43:07Z","title":"FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics","doi":"10.1007/978-3-030-93736-2_27","publication_status":"published","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783030937355","9783030937362"]},"year":"2022","place":"Cham","citation":{"mla":"Mohammadi, Hassan Ghasemzadeh, et al. “FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics.” <i>Communications in Computer and Information Science</i>, Springer International Publishing, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-030-93736-2_27\">10.1007/978-3-030-93736-2_27</a>.","bibtex":"@inbook{Mohammadi_Jentzsch_Kuschel_Arshad_Rautmare_Manjunatha_Platzner_Boschmann_Schollbach_2022, place={Cham}, title={FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-93736-2_27\">10.1007/978-3-030-93736-2_27</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer International Publishing}, author={Mohammadi, Hassan Ghasemzadeh and Jentzsch, Felix Paul and Kuschel, Maurice and Arshad, Rahil and Rautmare, Sneha and Manjunatha, Suraj and Platzner, Marco and Boschmann, Alexander and Schollbach, Dirk}, year={2022} }","short":"H.G. Mohammadi, F.P. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Communications in Computer and Information Science, Springer International Publishing, Cham, 2022.","apa":"Mohammadi, H. G., Jentzsch, F. P., Kuschel, M., Arshad, R., Rautmare, S., Manjunatha, S., Platzner, M., Boschmann, A., &#38; Schollbach, D. (2022). FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics. In <i>Communications in Computer and Information Science</i>. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-93736-2_27\">https://doi.org/10.1007/978-3-030-93736-2_27</a>","ieee":"H. G. Mohammadi <i>et al.</i>, “FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics,” in <i>Communications in Computer and Information Science</i>, Cham: Springer International Publishing, 2022.","chicago":"Mohammadi, Hassan Ghasemzadeh, Felix Paul Jentzsch, Maurice Kuschel, Rahil Arshad, Sneha Rautmare, Suraj Manjunatha, Marco Platzner, Alexander Boschmann, and Dirk Schollbach. “FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics.” In <i>Communications in Computer and Information Science</i>. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-030-93736-2_27\">https://doi.org/10.1007/978-3-030-93736-2_27</a>.","ama":"Mohammadi HG, Jentzsch FP, Kuschel M, et al. FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics. In: <i>Communications in Computer and Information Science</i>. Springer International Publishing; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-030-93736-2_27\">10.1007/978-3-030-93736-2_27</a>"}},{"title":"Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments","date_created":"2022-10-20T15:06:39Z","publisher":"Springer International Publishing","year":"2022","quality_controlled":"1","language":[{"iso":"eng"}],"keyword":["Traffic control","Traffic estimation","Real-time","MPC","Fuzzy","Isolated intersection","Networked intersection","Sensor fusion"],"abstract":[{"lang":"eng","text":"Modern traffic control systems are key to cope with current and future traffic challenges. In this paper information obtained from a microscopic traffic estimation using various data sources is used to feed a new developed traffic control approach. The presented method can control a traffic area with multiple traffic light systems (TLS) reacting to individual road users and pedestrians. In contrast to widespread green time extension techniques, this control selects the best phase sequence by analyzing the current traffic state reconstructed in SUMO and its predicted progress. To achieve this, the key aspect of the control strategy is to use Model Predictive Control (MPC). In order to maintain realism for real world applications, among other things, the traffic phase transitions are modelled in detail and integrated within the prediction. For the efficiency, the approach incorporates a fuzzy logic preselection of all phases reducing the computational effort. The evaluation itself is able to be easily adjusted to focus on various objectives like low occupancies, reducing waiting times and emissions, few number of phase transitions etc. determining the best switching times for the selected phases. Exemplary traffic simulations demonstrate the functionality of the MPC-based control and, in addition, some aspects under development like the real-world communication network are also discussed."}],"publication":"Communications in Computer and Information Science","doi":"10.1007/978-3-031-17098-0_12","author":[{"first_name":"Kevin","id":"36303","full_name":"Malena, Kevin","orcid":"0000-0003-1183-4679","last_name":"Malena"},{"first_name":"Christopher","last_name":"Link","id":"38249","full_name":"Link, Christopher"},{"first_name":"Leon","full_name":"Bußemas, Leon","id":"51118","last_name":"Bußemas"},{"first_name":"Sandra","id":"17793","full_name":"Gausemeier, Sandra","last_name":"Gausemeier"},{"first_name":"Ansgar","last_name":"Trächtler","id":"552","full_name":"Trächtler, Ansgar"}],"volume":1612,"date_updated":"2026-01-26T08:49:52Z","citation":{"ieee":"K. Malena, C. Link, L. Bußemas, S. Gausemeier, and A. Trächtler, “Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments,” in <i>Communications in Computer and Information Science</i>, vol. 1612, C. Klein, M. Jarke, M. Helfert, K. Berns, and O. Gusikhin, Eds. Cham: Springer International Publishing, 2022, pp. 232–254.","chicago":"Malena, Kevin, Christopher Link, Leon Bußemas, Sandra Gausemeier, and Ansgar Trächtler. “Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments.” In <i>Communications in Computer and Information Science</i>, edited by Cornel Klein, Mathias Jarke, Markus Helfert, Karsten Berns, and Oleg Gusikhin, 1612:232–254. Communications in Computer and Information Science. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-17098-0_12\">https://doi.org/10.1007/978-3-031-17098-0_12</a>.","ama":"Malena K, Link C, Bußemas L, Gausemeier S, Trächtler A. Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments. In: Klein C, Jarke M, Helfert M, Berns K, Gusikhin O, eds. <i>Communications in Computer and Information Science</i>. Vol 1612. Communications in Computer and Information Science. Springer International Publishing; 2022:232–254. doi:<a href=\"https://doi.org/10.1007/978-3-031-17098-0_12\">10.1007/978-3-031-17098-0_12</a>","short":"K. Malena, C. Link, L. Bußemas, S. Gausemeier, A. Trächtler, in: C. Klein, M. Jarke, M. Helfert, K. Berns, O. Gusikhin (Eds.), Communications in Computer and Information Science, Springer International Publishing, Cham, 2022, pp. 232–254.","bibtex":"@inbook{Malena_Link_Bußemas_Gausemeier_Trächtler_2022, place={Cham}, series={Communications in Computer and Information Science}, title={Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments}, volume={1612}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-17098-0_12\">10.1007/978-3-031-17098-0_12</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer International Publishing}, author={Malena, Kevin and Link, Christopher and Bußemas, Leon and Gausemeier, Sandra and Trächtler, Ansgar}, editor={Klein, Cornel and Jarke, Mathias and Helfert, Markus and Berns, Karsten and Gusikhin, Oleg}, year={2022}, pages={232–254}, collection={Communications in Computer and Information Science} }","mla":"Malena, Kevin, et al. “Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments.” <i>Communications in Computer and Information Science</i>, edited by Cornel Klein et al., vol. 1612, Springer International Publishing, 2022, pp. 232–254, doi:<a href=\"https://doi.org/10.1007/978-3-031-17098-0_12\">10.1007/978-3-031-17098-0_12</a>.","apa":"Malena, K., Link, C., Bußemas, L., Gausemeier, S., &#38; Trächtler, A. (2022). Traffic Estimation and MPC-Based Traffic Light System Control in Realistic Real-Time Traffic Environments. In C. Klein, M. Jarke, M. Helfert, K. Berns, &#38; O. Gusikhin (Eds.), <i>Communications in Computer and Information Science</i> (Vol. 1612, pp. 232–254). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-17098-0_12\">https://doi.org/10.1007/978-3-031-17098-0_12</a>"},"page":"232–254","intvolume":"      1612","place":"Cham","related_material":{"record":[{"relation":"continues","id":"24159","status":"public"}]},"publication_status":"published","publication_identifier":{"isbn":["9783031170973","9783031170980"],"issn":["1865-0929","1865-0937"]},"user_id":"552","series_title":"Communications in Computer and Information Science","department":[{"_id":"153"}],"_id":"33849","status":"public","editor":[{"first_name":"Cornel","last_name":"Klein","full_name":"Klein, Cornel"},{"last_name":"Jarke","full_name":"Jarke, Mathias","first_name":"Mathias"},{"first_name":"Markus","full_name":"Helfert, Markus","last_name":"Helfert"},{"first_name":"Karsten","last_name":"Berns","full_name":"Berns, Karsten"},{"first_name":"Oleg","full_name":"Gusikhin, Oleg","last_name":"Gusikhin"}],"type":"book_chapter"},{"department":[{"_id":"28"},{"_id":"66"},{"_id":"534"}],"user_id":"53103","_id":"21483","language":[{"iso":"eng"}],"publication":"Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 ","type":"conference","status":"public","editor":[{"first_name":"Önder","full_name":"Babur, Önder","last_name":"Babur"},{"full_name":"Denil, Joachim","last_name":"Denil","first_name":"Joachim"},{"first_name":"Birgit","last_name":"Vogel-Heuser","full_name":"Vogel-Heuser, Birgit"}],"date_created":"2021-03-13T19:20:55Z","author":[{"first_name":"Ivan","last_name":"Jovanovikj","orcid":"https://orcid.org/0000-0002-1838-794X","id":"39187","full_name":"Jovanovikj, Ivan"},{"id":"53103","full_name":"Weidmann, Nils","last_name":"Weidmann","first_name":"Nils"},{"full_name":"Yigitbas, Enes","id":"8447","last_name":"Yigitbas","orcid":"0000-0002-5967-833X","first_name":"Enes"},{"first_name":"Anthony","full_name":"Anjorin, Anthony","last_name":"Anjorin"},{"last_name":"Sauer","full_name":"Sauer, Stefan","id":"447","first_name":"Stefan"},{"first_name":"Gregor","last_name":"Engels","full_name":"Engels, Gregor","id":"107"}],"publisher":"Springer","date_updated":"2022-01-06T06:55:01Z","doi":"10.1007/978-3-030-58167-1_2","conference":{"start_date":"2020-06-25","name":"First International Conference on Systems Modelling and Management, ICSMM 2020","location":"Bergen, Norway","end_date":"2020-06-26"},"title":"A Model-Driven Mutation Framework for Validation of Test Case Migration","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783030581664","9783030581671"]},"publication_status":"published","citation":{"chicago":"Jovanovikj, Ivan, Nils Weidmann, Enes Yigitbas, Anthony Anjorin, Stefan Sauer, and Gregor Engels. “A Model-Driven Mutation Framework for Validation of Test Case Migration.” In <i>Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 </i>, edited by Önder Babur, Joachim Denil, and Birgit Vogel-Heuser. Cham: Springer, 2020. <a href=\"https://doi.org/10.1007/978-3-030-58167-1_2\">https://doi.org/10.1007/978-3-030-58167-1_2</a>.","ieee":"I. Jovanovikj, N. Weidmann, E. Yigitbas, A. Anjorin, S. Sauer, and G. Engels, “A Model-Driven Mutation Framework for Validation of Test Case Migration,” in <i>Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 </i>, Bergen, Norway, 2020.","ama":"Jovanovikj I, Weidmann N, Yigitbas E, Anjorin A, Sauer S, Engels G. A Model-Driven Mutation Framework for Validation of Test Case Migration. In: Babur Ö, Denil J, Vogel-Heuser B, eds. <i>Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 </i>. Cham: Springer; 2020. doi:<a href=\"https://doi.org/10.1007/978-3-030-58167-1_2\">10.1007/978-3-030-58167-1_2</a>","bibtex":"@inproceedings{Jovanovikj_Weidmann_Yigitbas_Anjorin_Sauer_Engels_2020, place={Cham}, title={A Model-Driven Mutation Framework for Validation of Test Case Migration}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-58167-1_2\">10.1007/978-3-030-58167-1_2</a>}, booktitle={Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 }, publisher={Springer}, author={Jovanovikj, Ivan and Weidmann, Nils and Yigitbas, Enes and Anjorin, Anthony and Sauer, Stefan and Engels, Gregor}, editor={Babur, Önder and Denil, Joachim and Vogel-Heuser, BirgitEditors}, year={2020} }","mla":"Jovanovikj, Ivan, et al. “A Model-Driven Mutation Framework for Validation of Test Case Migration.” <i>Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 </i>, edited by Önder Babur et al., Springer, 2020, doi:<a href=\"https://doi.org/10.1007/978-3-030-58167-1_2\">10.1007/978-3-030-58167-1_2</a>.","short":"I. Jovanovikj, N. Weidmann, E. Yigitbas, A. Anjorin, S. Sauer, G. Engels, in: Ö. Babur, J. Denil, B. Vogel-Heuser (Eds.), Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 , Springer, Cham, 2020.","apa":"Jovanovikj, I., Weidmann, N., Yigitbas, E., Anjorin, A., Sauer, S., &#38; Engels, G. (2020). A Model-Driven Mutation Framework for Validation of Test Case Migration. In Ö. Babur, J. Denil, &#38; B. Vogel-Heuser (Eds.), <i>Proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020 </i>. Cham: Springer. <a href=\"https://doi.org/10.1007/978-3-030-58167-1_2\">https://doi.org/10.1007/978-3-030-58167-1_2</a>"},"place":"Cham","year":"2020"},{"year":"2019","citation":{"chicago":"Fockel, Markus, Sven Merschjohann, Masud Fazal-Baqaie, Torsten Förder, Stefan Hausmann, and Boris Waldeck. “Designing and Integrating IEC 62443 Compliant Threat Analysis.” In <i>European System, Software &#38; Service Process Improvement &#38; Innovation Conference (EuroSPI 2019)</i>, Vol. 1060. Communications in Computer and Information Science, 2019. <a href=\"https://doi.org/10.1007/978-3-030-28005-5_5\">https://doi.org/10.1007/978-3-030-28005-5_5</a>.","ieee":"M. Fockel, S. Merschjohann, M. Fazal-Baqaie, T. Förder, S. Hausmann, and B. Waldeck, “Designing and Integrating IEC 62443 Compliant Threat Analysis,” in <i>European System, Software &#38; Service Process Improvement &#38; Innovation Conference (EuroSPI 2019)</i>, Edinburgh, UK, 2019, vol. 1060.","ama":"Fockel M, Merschjohann S, Fazal-Baqaie M, Förder T, Hausmann S, Waldeck B. Designing and Integrating IEC 62443 Compliant Threat Analysis. In: <i>European System, Software &#38; Service Process Improvement &#38; Innovation Conference (EuroSPI 2019)</i>. Vol 1060. Communications in Computer and Information Science. ; 2019. doi:<a href=\"https://doi.org/10.1007/978-3-030-28005-5_5\">10.1007/978-3-030-28005-5_5</a>","apa":"Fockel, M., Merschjohann, S., Fazal-Baqaie, M., Förder, T., Hausmann, S., &#38; Waldeck, B. (2019). Designing and Integrating IEC 62443 Compliant Threat Analysis. In <i>European System, Software &#38; Service Process Improvement &#38; Innovation Conference (EuroSPI 2019)</i> (Vol. 1060). Edinburgh, UK. <a href=\"https://doi.org/10.1007/978-3-030-28005-5_5\">https://doi.org/10.1007/978-3-030-28005-5_5</a>","bibtex":"@inproceedings{Fockel_Merschjohann_Fazal-Baqaie_Förder_Hausmann_Waldeck_2019, series={Communications in Computer and Information Science}, title={Designing and Integrating IEC 62443 Compliant Threat Analysis}, volume={1060}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-28005-5_5\">10.1007/978-3-030-28005-5_5</a>}, booktitle={European System, Software &#38; Service Process Improvement &#38; Innovation Conference (EuroSPI 2019)}, author={Fockel, Markus and Merschjohann, Sven and Fazal-Baqaie, Masud and Förder, Torsten and Hausmann, Stefan and Waldeck, Boris}, year={2019}, collection={Communications in Computer and Information Science} }","mla":"Fockel, Markus, et al. “Designing and Integrating IEC 62443 Compliant Threat Analysis.” <i>European System, Software &#38; Service Process Improvement &#38; Innovation Conference (EuroSPI 2019)</i>, vol. 1060, 2019, doi:<a href=\"https://doi.org/10.1007/978-3-030-28005-5_5\">10.1007/978-3-030-28005-5_5</a>.","short":"M. Fockel, S. Merschjohann, M. Fazal-Baqaie, T. Förder, S. Hausmann, B. Waldeck, in: European System, Software &#38; Service Process Improvement &#38; Innovation Conference (EuroSPI 2019), 2019."},"intvolume":"      1060","publication_status":"published","publication_identifier":{"issn":["1865-0929","1865-0937"]},"title":"Designing and Integrating IEC 62443 Compliant Threat Analysis","doi":"10.1007/978-3-030-28005-5_5","conference":{"location":"Edinburgh, UK","name":"European System, Software & Service Process Improvement & Innovation Conference (EuroSPI 2019)"},"date_updated":"2022-01-06T06:55:41Z","date_created":"2021-07-23T14:09:56Z","author":[{"first_name":"Markus","orcid":"0000-0002-1269-0702","last_name":"Fockel","id":"8472","full_name":"Fockel, Markus"},{"last_name":"Merschjohann","id":"11394","full_name":"Merschjohann, Sven","first_name":"Sven"},{"first_name":"Masud","last_name":"Fazal-Baqaie","full_name":"Fazal-Baqaie, Masud"},{"full_name":"Förder, Torsten","last_name":"Förder","first_name":"Torsten"},{"last_name":"Hausmann","full_name":"Hausmann, Stefan","first_name":"Stefan"},{"full_name":"Waldeck, Boris","last_name":"Waldeck","first_name":"Boris"}],"volume":1060,"status":"public","type":"conference","publication":"European System, Software & Service Process Improvement & Innovation Conference (EuroSPI 2019)","language":[{"iso":"eng"}],"_id":"22805","series_title":"Communications in Computer and Information Science","user_id":"8472","department":[{"_id":"241"},{"_id":"662"}]},{"place":"Cham, Switzerland","citation":{"ama":"Bäumer FS, Kersting J, Kuršelis V, Geierhos M. Rate Your Physician: Findings from a Lithuanian Physician Rating Website. In: Damaševičius R, Vasiljevienė G, eds. <i>Communications in Computer and Information Science</i>. Vol 920. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2018:43-58. doi:<a href=\"https://doi.org/10.1007/978-3-319-99972-2_4\">10.1007/978-3-319-99972-2_4</a>","ieee":"F. S. Bäumer, J. Kersting, V. Kuršelis, and M. Geierhos, “Rate Your Physician: Findings from a Lithuanian Physician Rating Website,” in <i>Communications in Computer and Information Science</i>, vol. 920, R. Damaševičius and G. Vasiljevienė, Eds. Cham, Switzerland: Springer, 2018, pp. 43–58.","chicago":"Bäumer, Frederik Simon, Joschka Kersting, Vytautas Kuršelis, and Michaela Geierhos. “Rate Your Physician: Findings from a Lithuanian Physician Rating Website.” In <i>Communications in Computer and Information Science</i>, edited by Robertas Damaševičius and Giedrė Vasiljevienė, 920:43–58. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2018. <a href=\"https://doi.org/10.1007/978-3-319-99972-2_4\">https://doi.org/10.1007/978-3-319-99972-2_4</a>.","apa":"Bäumer, F. S., Kersting, J., Kuršelis, V., &#38; Geierhos, M. (2018). Rate Your Physician: Findings from a Lithuanian Physician Rating Website. In R. Damaševičius &#38; G. Vasiljevienė (Eds.), <i>Communications in Computer and Information Science</i> (Vol. 920, pp. 43–58). Cham, Switzerland: Springer. <a href=\"https://doi.org/10.1007/978-3-319-99972-2_4\">https://doi.org/10.1007/978-3-319-99972-2_4</a>","short":"F.S. Bäumer, J. Kersting, V. Kuršelis, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Communications in Computer and Information Science, Springer, Cham, Switzerland, 2018, pp. 43–58.","bibtex":"@inbook{Bäumer_Kersting_Kuršelis_Geierhos_2018, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={Rate Your Physician: Findings from a Lithuanian Physician Rating Website}, volume={920}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-99972-2_4\">10.1007/978-3-319-99972-2_4</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer}, author={Bäumer, Frederik Simon and Kersting, Joschka and Kuršelis, Vytautas and Geierhos, Michaela}, editor={Damaševičius, Robertas and Vasiljevienė, GiedrėEditors}, year={2018}, pages={43–58}, collection={Communications in Computer and Information Science} }","mla":"Bäumer, Frederik Simon, et al. “Rate Your Physician: Findings from a Lithuanian Physician Rating Website.” <i>Communications in Computer and Information Science</i>, edited by Robertas Damaševičius and Giedrė Vasiljevienė, vol. 920, Springer, 2018, pp. 43–58, doi:<a href=\"https://doi.org/10.1007/978-3-319-99972-2_4\">10.1007/978-3-319-99972-2_4</a>."},"page":"43-58","intvolume":"       920","publication_status":"published","publication_identifier":{"isbn":["9783319999715","9783319999722"],"issn":["1865-0929","1865-0937"]},"has_accepted_license":"1","conference":{"name":"24th International Conference on Information and Software Technologies (ICIST 2018)","start_date":"2018-10-04","end_date":"2018-10-06","location":"Vilnius, Lithuania"},"doi":"10.1007/978-3-319-99972-2_4","date_updated":"2022-01-06T07:00:56Z","author":[{"last_name":"Bäumer","id":"38837","full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon"},{"last_name":"Kersting","full_name":"Kersting, Joschka","id":"58701","first_name":"Joschka"},{"last_name":"Kuršelis","full_name":"Kuršelis, Vytautas","first_name":"Vytautas"},{"last_name":"Geierhos","orcid":"0000-0002-8180-5606","id":"42496","full_name":"Geierhos, Michaela","first_name":"Michaela"}],"volume":920,"editor":[{"full_name":"Damaševičius, Robertas","last_name":"Damaševičius","first_name":"Robertas"},{"first_name":"Giedrė","last_name":"Vasiljevienė","full_name":"Vasiljevienė, Giedrė"}],"status":"public","type":"book_chapter","file_date_updated":"2020-09-18T09:22:34Z","_id":"4338","series_title":"Communications in Computer and Information Science","user_id":"58701","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"year":"2018","quality_controlled":"1","title":"Rate Your Physician: Findings from a Lithuanian Physician Rating Website","publisher":"Springer","date_created":"2018-09-01T08:39:28Z","abstract":[{"lang":"eng","text":"Physician review websites are known around the world. Patients review the subjectively experienced quality of medical services supplied to them and publish an overall rating on the Internet, where quantitative grades and qualitative texts come together. On the one hand, these new possibilities reduce the imbalance of power between health care providers and patients, but on the other hand, they can also damage the usually very intimate relationship between health care providers and patients. Review websites must meet these requirements with a high level of responsibility and service quality. In this paper, we look at the situation in Lithuania: Especially, we are interested in the available possibilities of evaluation and interaction, and the quality of a particular review website measured against the available data. We thereby identify quality weaknesses and lay the foundation for future research."}],"file":[{"content_type":"application/pdf","relation":"main_file","success":1,"date_created":"2020-09-18T09:22:34Z","creator":"jkers","date_updated":"2020-09-18T09:22:34Z","file_id":"19571","access_level":"closed","file_name":"Bäumer et al. (2018), Baeumer2018b.pdf","file_size":1835681}],"publication":"Communications in Computer and Information Science","ddc":["000"],"keyword":["Lithuanian physician review websites","Medical service ratings"],"language":[{"iso":"eng"}]},{"title":"NLP in OTF Computing: Current Approaches and Open Challenges","date_created":"2018-09-01T08:52:36Z","publisher":"Springer","year":"2018","quality_controlled":"1","language":[{"iso":"eng"}],"keyword":["Inaccuracy detection","Natural language software requirements"],"ddc":["004"],"file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2019-01-11T11:36:10Z","date_created":"2019-01-11T11:36:10Z","creator":"fbaeumer","file_size":1053017,"file_name":"baeumer-4315.pdf","file_id":"6624","access_level":"closed"}],"abstract":[{"text":"On-The-Fly Computing is the vision of covering software needs of end users by fully-automatic compositions of existing software services. End users will receive so-called service compositions tailored to their very individual needs, based on natural language software descriptions. This everyday language may contain inaccuracies and incompleteness, which are well-known challenges in requirements engineering. In addition to existing approaches that try to automatically identify and correct these deficits, there are also new trends to involve users more in the elaboration and refinement process. In this paper, we present the relevant state of the art in the field of automated detection and compensation of multiple inaccuracies in natural language service descriptions and name open challenges needed to be tackled in NL-based software service composition. ","lang":"eng"}],"publication":"Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)","conference":{"location":"Vilnius, Lithuania","end_date":"2018-10-06","start_date":"2018-10-04","name":"24th International Conference on Information and Software Technologies (ICIST 2018)"},"doi":"10.1007/978-3-319-99972-2_46","volume":920,"author":[{"first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","id":"38837","last_name":"Bäumer"},{"orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496","full_name":"Geierhos, Michaela","first_name":"Michaela"}],"date_updated":"2022-01-06T07:00:57Z","page":"559-570","intvolume":"       920","citation":{"apa":"Bäumer, F. S., &#38; Geierhos, M. (2018). NLP in OTF Computing: Current Approaches and Open Challenges. In R. Damaševičius &#38; G. Vasiljevienė (Eds.), <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i> (Vol. 920, pp. 559–570). Cham, Switzerland: Springer. <a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">https://doi.org/10.1007/978-3-319-99972-2_46</a>","short":"F.S. Bäumer, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), Springer, Cham, Switzerland, 2018, pp. 559–570.","bibtex":"@inproceedings{Bäumer_Geierhos_2018, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={NLP in OTF Computing: Current Approaches and Open Challenges}, volume={920}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">10.1007/978-3-319-99972-2_46</a>}, booktitle={Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)}, publisher={Springer}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Damaševičius, Robertas and Vasiljevienė, GiedrėEditors}, year={2018}, pages={559–570}, collection={Communications in Computer and Information Science} }","mla":"Bäumer, Frederik Simon, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>, edited by Robertas Damaševičius and Giedrė Vasiljevienė, vol. 920, Springer, 2018, pp. 559–70, doi:<a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">10.1007/978-3-319-99972-2_46</a>.","ieee":"F. S. Bäumer and M. Geierhos, “NLP in OTF Computing: Current Approaches and Open Challenges,” in <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>, Vilnius, Lithuania, 2018, vol. 920, pp. 559–570.","chicago":"Bäumer, Frederik Simon, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” In <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>, edited by Robertas Damaševičius and Giedrė Vasiljevienė, 920:559–70. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2018. <a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">https://doi.org/10.1007/978-3-319-99972-2_46</a>.","ama":"Bäumer FS, Geierhos M. NLP in OTF Computing: Current Approaches and Open Challenges. In: Damaševičius R, Vasiljevienė G, eds. <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>. Vol 920. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2018:559-570. doi:<a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">10.1007/978-3-319-99972-2_46</a>"},"place":"Cham, Switzerland","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783319999715","9783319999722"]},"has_accepted_license":"1","publication_status":"published","file_date_updated":"2019-01-11T11:36:10Z","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"user_id":"38837","series_title":"Communications in Computer and Information Science","_id":"4339","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"status":"public","editor":[{"last_name":"Damaševičius","full_name":"Damaševičius, Robertas","first_name":"Robertas"},{"first_name":"Giedrė","last_name":"Vasiljevienė","full_name":"Vasiljevienė, Giedrė"}],"type":"conference"},{"department":[{"_id":"277"}],"user_id":"32439","_id":"14856","language":[{"iso":"eng"}],"publication":"Communications in Computer and Information Science","type":"book_chapter","status":"public","date_created":"2019-11-08T08:10:10Z","author":[{"last_name":"Hallmann","full_name":"Hallmann, Corinna","first_name":"Corinna"},{"first_name":"Sascha Christian","last_name":"Burmeister","id":"32685","full_name":"Burmeister, Sascha Christian"},{"full_name":"Wissing, Michaela","id":"32439","last_name":"Wissing","first_name":"Michaela"},{"first_name":"Leena","last_name":"Suhl","full_name":"Suhl, Leena"}],"date_updated":"2022-01-06T06:52:08Z","doi":"10.1007/978-3-319-96271-9_5","title":"Heuristics and Simulation for Water Tank Optimization","publication_identifier":{"isbn":["9783319962702","9783319962719"],"issn":["1865-0929","1865-0937"]},"publication_status":"published","citation":{"bibtex":"@inbook{Hallmann_Burmeister_Wissing_Suhl_2018, place={Cham}, title={Heuristics and Simulation for Water Tank Optimization}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-96271-9_5\">10.1007/978-3-319-96271-9_5</a>}, booktitle={Communications in Computer and Information Science}, author={Hallmann, Corinna and Burmeister, Sascha Christian and Wissing, Michaela and Suhl, Leena}, year={2018} }","mla":"Hallmann, Corinna, et al. “Heuristics and Simulation for Water Tank Optimization.” <i>Communications in Computer and Information Science</i>, 2018, doi:<a href=\"https://doi.org/10.1007/978-3-319-96271-9_5\">10.1007/978-3-319-96271-9_5</a>.","short":"C. 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