[{"year":"2020","citation":{"apa":"Seutter, J., &#38; Neumann, J. (n.d.). Reviewing the Simple Things- How Ease of Evaluation Affects Online Rating Behavior. In <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>. Virtual Conference/Workshop.","short":"J. Seutter, J. Neumann, in: Proceedings of the 28th European Conference on Information Systems (ECIS), n.d.","bibtex":"@inproceedings{Seutter_Neumann, title={Reviewing the Simple Things- How Ease of Evaluation Affects Online Rating Behavior}, booktitle={Proceedings of the 28th European Conference on Information Systems (ECIS)}, author={Seutter, Janina and Neumann, Jürgen} }","mla":"Seutter, Janina, and Jürgen Neumann. “Reviewing the Simple Things- How Ease of Evaluation Affects Online Rating Behavior.” <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>.","chicago":"Seutter, Janina, and Jürgen Neumann. “Reviewing the Simple Things- How Ease of Evaluation Affects Online Rating Behavior.” In <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>, n.d.","ieee":"J. Seutter and J. Neumann, “Reviewing the Simple Things- How Ease of Evaluation Affects Online Rating Behavior,” in <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>, Virtual Conference/Workshop.","ama":"Seutter J, Neumann J. Reviewing the Simple Things- How Ease of Evaluation Affects Online Rating Behavior. In: <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>."},"publication_status":"accepted","title":"Reviewing the Simple Things- How Ease of Evaluation Affects Online Rating Behavior","conference":{"name":"28th European Conference on Information Systems (ECIS)","location":"Virtual Conference/Workshop"},"date_updated":"2022-01-06T06:52:59Z","date_created":"2020-05-14T09:33:34Z","author":[{"first_name":"Janina","last_name":"Seutter","id":"64464","full_name":"Seutter, Janina"},{"id":"32456","full_name":"Neumann, Jürgen","last_name":"Neumann","first_name":"Jürgen"}],"status":"public","type":"conference","publication":"Proceedings of the 28th European Conference on Information Systems (ECIS)","language":[{"iso":"eng"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"},{"name":"SFB 901 - Subproject A4","_id":"8"}],"_id":"16951","user_id":"16205","department":[{"_id":"276"}]},{"year":"2020","citation":{"apa":"Poniatowski, M., &#38; Neumann, J. (n.d.). Getting Personal with Review Systems –  Analyzing the Influence of Personality Traits on the Relationship between Review Templates and Reviewing Behavior. In <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>. Virtual Conference/Workshop.","bibtex":"@inproceedings{Poniatowski_Neumann, title={Getting Personal with Review Systems –  Analyzing the Influence of Personality Traits on the Relationship between Review Templates and Reviewing Behavior}, booktitle={Proceedings of the 28th European Conference on Information Systems (ECIS)}, author={Poniatowski, Martin and Neumann, Jürgen} }","short":"M. Poniatowski, J. Neumann, in: Proceedings of the 28th European Conference on Information Systems (ECIS), n.d.","mla":"Poniatowski, Martin, and Jürgen Neumann. “Getting Personal with Review Systems –  Analyzing the Influence of Personality Traits on the Relationship between Review Templates and Reviewing Behavior.” <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>.","ieee":"M. Poniatowski and J. Neumann, “Getting Personal with Review Systems –  Analyzing the Influence of Personality Traits on the Relationship between Review Templates and Reviewing Behavior,” in <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>, Virtual Conference/Workshop.","chicago":"Poniatowski, Martin, and Jürgen Neumann. “Getting Personal with Review Systems –  Analyzing the Influence of Personality Traits on the Relationship between Review Templates and Reviewing Behavior.” In <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>, n.d.","ama":"Poniatowski M, Neumann J. Getting Personal with Review Systems –  Analyzing the Influence of Personality Traits on the Relationship between Review Templates and Reviewing Behavior. In: <i>Proceedings of the 28th European Conference on Information Systems (ECIS)</i>."},"publication_status":"accepted","title":"Getting Personal with Review Systems –  Analyzing the Influence of Personality Traits on the Relationship between Review Templates and Reviewing Behavior","conference":{"name":"28th European Conference on Information Systems (ECIS)","location":"Virtual Conference/Workshop"},"date_updated":"2022-01-06T06:52:59Z","author":[{"full_name":"Poniatowski, Martin","id":"32441","last_name":"Poniatowski","first_name":"Martin"},{"first_name":"Jürgen","id":"32456","full_name":"Neumann, Jürgen","last_name":"Neumann"}],"date_created":"2020-05-14T09:36:33Z","status":"public","type":"conference","publication":"Proceedings of the 28th European Conference on Information Systems (ECIS)","language":[{"iso":"eng"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"},{"_id":"8","name":"SFB 901 - Subproject A4"}],"_id":"16952","user_id":"16205","department":[{"_id":"276"}]},{"language":[{"iso":"eng"}],"user_id":"477","department":[{"_id":"78"}],"project":[{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901","_id":"1"},{"_id":"14","name":"SFB 901 - Subproject C2"}],"_id":"17063","status":"public","type":"conference","publication":"GECCO '20: Proceedings of the Genetic and Evolutionary Computation Conference Companion","doi":"10.1145/3377929.3398106","conference":{"location":"Cancún, Mexico","end_date":"2020-07-12","start_date":"2020-07-08","name":"International Workshop on Learning Classifier Systems (IWLCS 2020)"},"title":"An Adaption Mechanism for the Error Threshold of XCSF","date_created":"2020-05-27T14:14:58Z","author":[{"orcid":"0000-0003-1377-3339","last_name":"Hansmeier","full_name":"Hansmeier, Tim","id":"49992","first_name":"Tim"},{"last_name":"Kaufmann","full_name":"Kaufmann, Paul","first_name":"Paul"},{"first_name":"Marco","last_name":"Platzner","id":"398","full_name":"Platzner, Marco"}],"publisher":"Association for Computing Machinery (ACM)","date_updated":"2022-01-06T06:53:03Z","citation":{"ieee":"T. Hansmeier, P. Kaufmann, and M. Platzner, “An Adaption Mechanism for the Error Threshold of XCSF,” in <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Cancún, Mexico, 2020, pp. 1756–1764, doi: <a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>.","chicago":"Hansmeier, Tim, Paul Kaufmann, and Marco Platzner. “An Adaption Mechanism for the Error Threshold of XCSF.” In <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1756–64. New York, NY, United States: Association for Computing Machinery (ACM), 2020. <a href=\"https://doi.org/10.1145/3377929.3398106\">https://doi.org/10.1145/3377929.3398106</a>.","ama":"Hansmeier T, Kaufmann P, Platzner M. An Adaption Mechanism for the Error Threshold of XCSF. In: <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. Association for Computing Machinery (ACM); 2020:1756-1764. doi:<a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>","mla":"Hansmeier, Tim, et al. “An Adaption Mechanism for the Error Threshold of XCSF.” <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery (ACM), 2020, pp. 1756–64, doi:<a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>.","short":"T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 1756–1764.","bibtex":"@inproceedings{Hansmeier_Kaufmann_Platzner_2020, place={New York, NY, United States}, title={An Adaption Mechanism for the Error Threshold of XCSF}, DOI={<a href=\"https://doi.org/10.1145/3377929.3398106\">10.1145/3377929.3398106</a>}, booktitle={GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Kaufmann, Paul and Platzner, Marco}, year={2020}, pages={1756–1764} }","apa":"Hansmeier, T., Kaufmann, P., &#38; Platzner, M. (2020). An Adaption Mechanism for the Error Threshold of XCSF. <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1756–1764. <a href=\"https://doi.org/10.1145/3377929.3398106\">https://doi.org/10.1145/3377929.3398106</a>"},"page":"1756-1764","year":"2020","place":"New York, NY, United States","publication_status":"published","publication_identifier":{"isbn":["978-1-4503-7127-8"]}},{"publication":"2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)","type":"conference","abstract":[{"text":"Data-parallel applications run on cluster of servers in a datacenter and their communication triggers correlated resource demand on multiple links that can be abstracted as coflow. They often desire predictable network performance, which can be passed to network via coflow abstraction for application-aware network scheduling. In this paper, we propose a heuristic and an optimization algorithm for predictable network performance such that they guarantee coflows completion within their deadlines. The algorithms also ensure high network utilization, i.e., it's work-conserving, and avoids starvation of coflows. We evaluate both algorithms via trace-driven simulation and show that they admit 1.1x more coflows than the Varys scheme while meeting their deadlines.","lang":"eng"}],"status":"public","_id":"17082","project":[{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C4","_id":"16"},{"_id":"1","name":"SFB 901"}],"department":[{"_id":"75"}],"user_id":"63288","keyword":["Coflow","Scheduling","Deadlines","Data centers"],"ddc":["000"],"language":[{"iso":"eng"}],"publication_status":"published","year":"2020","citation":{"apa":"Hasnain, A., &#38; Karl, H. (2020). Coflow Scheduling with Performance Guarantees for Data Center Applications. In <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>. Melbourne, Australia: IEEE Computer Society. <a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>","bibtex":"@inproceedings{Hasnain_Karl_2020, title={Coflow Scheduling with Performance Guarantees for Data Center Applications}, DOI={<a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>}, booktitle={2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)}, publisher={IEEE Computer Society}, author={Hasnain, Asif and Karl, Holger}, year={2020} }","mla":"Hasnain, Asif, and Holger Karl. “Coflow Scheduling with Performance Guarantees for Data Center Applications.” <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>, IEEE Computer Society, 2020, doi:<a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>.","short":"A. Hasnain, H. Karl, in: 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), IEEE Computer Society, 2020.","ama":"Hasnain A, Karl H. Coflow Scheduling with Performance Guarantees for Data Center Applications. In: <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>. IEEE Computer Society; 2020. doi:<a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>","chicago":"Hasnain, Asif, and Holger Karl. “Coflow Scheduling with Performance Guarantees for Data Center Applications.” In <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>. IEEE Computer Society, 2020. <a href=\"https://doi.org/10.1109/CCGrid49817.2020.00010\">https://doi.org/10.1109/CCGrid49817.2020.00010</a>.","ieee":"A. Hasnain and H. Karl, “Coflow Scheduling with Performance Guarantees for Data Center Applications,” in <i>2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)</i>, Melbourne, Australia, 2020."},"date_updated":"2022-01-06T06:53:04Z","publisher":"IEEE Computer Society","author":[{"last_name":"Hasnain","full_name":"Hasnain, Asif","id":"63288","first_name":"Asif"},{"full_name":"Karl, Holger","id":"126","last_name":"Karl","first_name":"Holger"}],"date_created":"2020-06-06T07:40:45Z","title":"Coflow Scheduling with Performance Guarantees for Data Center Applications","doi":"https://doi.org/10.1109/CCGrid49817.2020.00010","conference":{"location":"Melbourne, Australia","name":"2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)"},"main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/9139642"}]},{"language":[{"iso":"eng"}],"ddc":["000"],"keyword":["Deep Learning","Natural Language Processing","Aspect-based Sentiment Analysis"],"file":[{"date_updated":"2020-09-18T09:27:00Z","creator":"jkers","date_created":"2020-09-18T09:27:00Z","file_size":421780,"file_name":"Kersting & Geierhos (2020), Kersting2020.pdf","access_level":"closed","file_id":"19576","content_type":"application/pdf","success":1,"relation":"main_file"}],"abstract":[{"lang":"eng","text":"This paper deals with aspect phrase extraction and classification in sentiment analysis. We summarize current approaches and datasets from the domain of aspect-based sentiment analysis. This domain detects sentiments expressed for individual aspects in unstructured text data. So far, mainly commercial user reviews for products or services such as restaurants were investigated. We here present our dataset consisting of German physician reviews, a sensitive and linguistically complex field. Furthermore, we describe the annotation process of a dataset for supervised learning with neural networks. Moreover, we introduce our model for extracting and classifying aspect phrases in one step, which obtains an F1-score of 80%. By applying it to a more complex domain, our approach and results outperform previous approaches."}],"publication":"Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)","title":"Aspect Phrase Extraction in Sentiment Analysis with Deep Learning","date_created":"2020-01-15T08:35:07Z","publisher":"SCITEPRESS","year":"2020","file_date_updated":"2020-09-18T09:27:00Z","user_id":"58701","department":[{"_id":"579"}],"project":[{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"_id":"15580","status":"public","type":"conference","conference":{"name":"International Conference on Agents and Artificial Intelligence (ICAART) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI)","location":"Valetta, Malta"},"author":[{"last_name":"Kersting","full_name":"Kersting, Joschka","id":"58701","first_name":"Joschka"},{"first_name":"Michaela","id":"42496","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos"}],"date_updated":"2022-01-06T06:52:29Z","citation":{"short":"J. Kersting, M. Geierhos, in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 391--400.","mla":"Kersting, Joschka, and Michaela Geierhos. “Aspect Phrase Extraction in Sentiment Analysis with Deep Learning.” <i>Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)</i>, SCITEPRESS, 2020, pp. 391--400.","bibtex":"@inproceedings{Kersting_Geierhos_2020, place={Setúbal, Portugal}, title={Aspect Phrase Extraction in Sentiment Analysis with Deep Learning}, booktitle={Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)}, publisher={SCITEPRESS}, author={Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={391--400} }","apa":"Kersting, J., &#38; Geierhos, M. (2020). Aspect Phrase Extraction in Sentiment Analysis with Deep Learning. In <i>Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)</i> (pp. 391--400). Setúbal, Portugal: SCITEPRESS.","ieee":"J. Kersting and M. Geierhos, “Aspect Phrase Extraction in Sentiment Analysis with Deep Learning,” in <i>Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)</i>, Valetta, Malta, 2020, pp. 391--400.","chicago":"Kersting, Joschka, and Michaela Geierhos. “Aspect Phrase Extraction in Sentiment Analysis with Deep Learning.” In <i>Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)</i>, 391--400. Setúbal, Portugal: SCITEPRESS, 2020.","ama":"Kersting J, Geierhos M. Aspect Phrase Extraction in Sentiment Analysis with Deep Learning. In: <i>Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)</i>. Setúbal, Portugal: SCITEPRESS; 2020:391--400."},"page":"391--400","place":"Setúbal, Portugal","has_accepted_license":"1"},{"file_date_updated":"2020-09-18T09:25:30Z","_id":"15582","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"department":[{"_id":"579"}],"user_id":"58701","status":"public","type":"conference","conference":{"name":"International Conference on Pattern Recognition Applications and Methods (ICPRAM)","location":"Valetta, Malta"},"date_updated":"2022-01-06T06:52:30Z","author":[{"last_name":"Buff","full_name":"Buff, Bianca","first_name":"Bianca"},{"id":"58701","full_name":"Kersting, Joschka","last_name":"Kersting","first_name":"Joschka"},{"first_name":"Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","full_name":"Geierhos, Michaela","id":"42496"}],"place":"Setúbal, Portugal","page":"630--637","citation":{"apa":"Buff, B., Kersting, J., &#38; Geierhos, M. (2020). Detection of Privacy Disclosure in the Medical Domain: A Survey. In <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)</i> (pp. 630--637). Setúbal, Portugal: SCITEPRESS.","bibtex":"@inproceedings{Buff_Kersting_Geierhos_2020, place={Setúbal, Portugal}, title={Detection of Privacy Disclosure in the Medical Domain: A Survey}, booktitle={Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)}, publisher={SCITEPRESS}, author={Buff, Bianca and Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={630--637} }","short":"B. Buff, J. Kersting, M. Geierhos, in: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 630--637.","mla":"Buff, Bianca, et al. “Detection of Privacy Disclosure in the Medical Domain: A Survey.” <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)</i>, SCITEPRESS, 2020, pp. 630--637.","ama":"Buff B, Kersting J, Geierhos M. Detection of Privacy Disclosure in the Medical Domain: A Survey. In: <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)</i>. Setúbal, Portugal: SCITEPRESS; 2020:630--637.","ieee":"B. Buff, J. Kersting, and M. Geierhos, “Detection of Privacy Disclosure in the Medical Domain: A Survey,” in <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)</i>, Valetta, Malta, 2020, pp. 630--637.","chicago":"Buff, Bianca, Joschka Kersting, and Michaela Geierhos. “Detection of Privacy Disclosure in the Medical Domain: A Survey.” In <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)</i>, 630--637. Setúbal, Portugal: SCITEPRESS, 2020."},"has_accepted_license":"1","keyword":["Identity Disclosure","Privacy Protection","Physician Review Website","De-Anonymization","Medical Domain"],"ddc":["000"],"language":[{"iso":"eng"}],"abstract":[{"text":"When it comes to increased digitization in the health care domain, privacy is a relevant topic nowadays. This relates to patient data, electronic health records or physician reviews published online, for instance. There exist different approaches to the protection of individuals’ privacy, which focus on the anonymization and masking of personal information subsequent to their mining. In the medical domain in particular, measures to protect the privacy of patients are of high importance due to the amount of sensitive data that is involved (e.g. age, gender, illnesses, medication). While privacy breaches in structured data can be detected more easily, disclosure in written texts is more difficult to find automatically due to the unstructured nature of natural language. Therefore, we take a detailed look at existing research on areas related to privacy protection. Likewise, we review approaches to the automatic detection of privacy disclosure in different types of medical data. We provide a survey of several studies concerned with privacy breaches in the medical domain with a focus on Physician Review Websites (PRWs). Finally, we briefly develop implications and directions for further research.","lang":"eng"}],"file":[{"date_updated":"2020-09-18T09:25:30Z","date_created":"2020-09-18T09:25:30Z","creator":"jkers","file_size":287956,"file_id":"19574","access_level":"closed","file_name":"Buff et al. (2020), Buff2020.pdf","content_type":"application/pdf","success":1,"relation":"main_file"}],"publication":"Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)","title":"Detection of Privacy Disclosure in the Medical Domain: A Survey","publisher":"SCITEPRESS","date_created":"2020-01-15T08:49:25Z","year":"2020"},{"type":"conference","status":"public","abstract":[{"lang":"eng","text":"In multi-label classification (MLC), each instance is associated with a set of class labels, in contrast to standard classification where an instance is assigned a single label. Binary relevance (BR) learning, which reduces a multi-label to a set of binary classification problems, one per label, is arguably the most straight-forward approach to MLC. In spite of its simplicity, BR proved to be competitive to more sophisticated MLC methods, and still achieves state-of-the-art performance for many loss functions. Somewhat surprisingly, the optimal choice of the base learner for tackling the binary classification problems has received very little attention so far. Taking advantage of the label independence assumption inherent to BR, we propose a label-wise base learner selection method optimizing label-wise macro averaged performance measures. In an extensive experimental evaluation, we find that or approach, called LiBRe, can significantly improve generalization performance."}],"department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"user_id":"5786","_id":"15629","project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"language":[{"iso":"eng"}],"publication_status":"accepted","citation":{"ieee":"M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification,” presented at the Symposium on Intelligent Data Analysis, Konstanz, Germany.","chicago":"Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier. “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification.” Springer, n.d.","ama":"Wever MD, Tornede A, Mohr F, Hüllermeier E. LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification. In: Springer.","bibtex":"@inproceedings{Wever_Tornede_Mohr_Hüllermeier, title={LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification}, publisher={Springer}, author={Wever, Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke} }","mla":"Wever, Marcel Dominik, et al. <i>LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification</i>. Springer.","short":"M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, in: Springer, n.d.","apa":"Wever, M. D., Tornede, A., Mohr, F., &#38; Hüllermeier, E. (n.d.). <i>LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification</i>. Symposium on Intelligent Data Analysis, Konstanz, Germany."},"year":"2020","date_created":"2020-01-23T08:44:08Z","author":[{"first_name":"Marcel Dominik","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","id":"33176","full_name":"Wever, Marcel Dominik"},{"first_name":"Alexander","full_name":"Tornede, Alexander","id":"38209","last_name":"Tornede"},{"last_name":"Mohr","full_name":"Mohr, Felix","first_name":"Felix"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","id":"48129","last_name":"Hüllermeier"}],"publisher":"Springer","date_updated":"2022-01-06T06:52:30Z","conference":{"start_date":"2020-04-24","name":"Symposium on Intelligent Data Analysis","location":"Konstanz, Germany","end_date":"2020-04-27"},"title":"LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification"},{"place":"Universität Paderborn","year":"2020","citation":{"apa":"Feldkord, B. (2020). <i>Mobile Resource Allocation</i>. Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-869\">https://doi.org/10.17619/UNIPB/1-869</a>","short":"B. Feldkord, Mobile Resource Allocation, Universität Paderborn, 2020.","bibtex":"@book{Feldkord_2020, place={Universität Paderborn}, title={Mobile Resource Allocation}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-869\">10.17619/UNIPB/1-869</a>}, author={Feldkord, Björn}, year={2020} }","mla":"Feldkord, Björn. <i>Mobile Resource Allocation</i>. 2020, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-869\">10.17619/UNIPB/1-869</a>.","ieee":"B. Feldkord, <i>Mobile Resource Allocation</i>. Universität Paderborn, 2020.","chicago":"Feldkord, Björn. <i>Mobile Resource Allocation</i>. Universität Paderborn, 2020. <a href=\"https://doi.org/10.17619/UNIPB/1-869\">https://doi.org/10.17619/UNIPB/1-869</a>.","ama":"Feldkord B. <i>Mobile Resource Allocation</i>. Universität Paderborn; 2020. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-869\">10.17619/UNIPB/1-869</a>"},"has_accepted_license":"1","title":"Mobile Resource Allocation","doi":"10.17619/UNIPB/1-869","date_updated":"2022-01-06T06:52:31Z","supervisor":[{"last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm","id":"15523","first_name":"Friedhelm"}],"author":[{"first_name":"Björn","last_name":"Feldkord","full_name":"Feldkord, Björn","id":"22704"}],"date_created":"2020-01-23T14:20:25Z","file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2020-01-24T08:19:38Z","creator":"florida","date_created":"2020-01-24T08:19:38Z","file_size":633652,"file_id":"15634","file_name":"DissertationFeldkord.pdf","access_level":"closed"}],"status":"public","type":"dissertation","ddc":["000"],"file_date_updated":"2020-01-24T08:19:38Z","language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - Subproject A1","_id":"5"}],"_id":"15631","user_id":"15415","department":[{"_id":"63"}]},{"status":"public","type":"conference","file_date_updated":"2020-09-18T09:39:08Z","user_id":"58701","department":[{"_id":"579"}],"project":[{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - Subproject B1"},{"_id":"1","name":"SFB 901"}],"_id":"15635","citation":{"chicago":"Kersting, Joschka, and Michaela Geierhos. “Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis.” In <i>Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference</i>, 282--285. North Miami Beach, FL, USA: AAAI, 2020.","ieee":"J. Kersting and M. Geierhos, “Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis,” in <i>Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference</i>, North Miami Beach, FL, USA, 2020, pp. 282--285.","ama":"Kersting J, Geierhos M. Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis. In: <i>Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference</i>. North Miami Beach, FL, USA: AAAI; 2020:282--285.","apa":"Kersting, J., &#38; Geierhos, M. (2020). Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis. In <i>Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference</i> (pp. 282--285). North Miami Beach, FL, USA: AAAI.","mla":"Kersting, Joschka, and Michaela Geierhos. “Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis.” <i>Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference</i>, AAAI, 2020, pp. 282--285.","bibtex":"@inproceedings{Kersting_Geierhos_2020, place={North Miami Beach, FL, USA}, title={Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis}, booktitle={Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference}, publisher={AAAI}, author={Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={282--285} }","short":"J. Kersting, M. Geierhos, in: Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, AAAI, North Miami Beach, FL, USA, 2020, pp. 282--285."},"page":"282--285","place":"North Miami Beach, FL, USA","has_accepted_license":"1","conference":{"start_date":"2020-05-17","name":"The 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference","location":"North Miami Beach, FL, USA","end_date":"2020-05-20"},"author":[{"first_name":"Joschka","last_name":"Kersting","full_name":"Kersting, Joschka","id":"58701"},{"full_name":"Geierhos, Michaela","id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606","first_name":"Michaela"}],"date_updated":"2022-01-06T06:52:31Z","file":[{"date_updated":"2020-09-18T09:39:08Z","creator":"jkers","date_created":"2020-09-18T09:39:08Z","file_size":464976,"file_name":"Kersting & Geierhos (2020b), Kersting2020b.pdf","file_id":"19582","access_level":"closed","content_type":"application/pdf","success":1,"relation":"main_file"}],"publication":"Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference","language":[{"iso":"eng"}],"ddc":["000"],"year":"2020","title":"Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis","date_created":"2020-01-24T09:10:09Z","publisher":"AAAI"},{"status":"public","type":"mastersthesis","language":[{"iso":"eng"}],"department":[{"_id":"79"}],"user_id":"477","_id":"15770","project":[{"_id":"1","name":"SFB 901"},{"_id":"2","name":"SFB 901 - Project Area A"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"5","name":"SFB 901 - Subproject A1"},{"_id":"13","name":"SFB 901 - Subproject C1"}],"citation":{"ieee":"D. Warner, <i>On the complexity of local transformations in SDN overlays</i>. Universität Paderborn, 2020.","chicago":"Warner, Daniel. <i>On the Complexity of Local Transformations in SDN Overlays</i>. Universität Paderborn, 2020.","ama":"Warner D. <i>On the Complexity of Local Transformations in SDN Overlays</i>. Universität Paderborn; 2020.","apa":"Warner, D. (2020). <i>On the complexity of local transformations in SDN overlays</i>. Universität Paderborn.","short":"D. Warner, On the Complexity of Local Transformations in SDN Overlays, Universität Paderborn, 2020.","mla":"Warner, Daniel. <i>On the Complexity of Local Transformations in SDN Overlays</i>. Universität Paderborn, 2020.","bibtex":"@book{Warner_2020, title={On the complexity of local transformations in SDN overlays}, publisher={Universität Paderborn}, author={Warner, Daniel}, year={2020} }"},"year":"2020","title":"On the complexity of local transformations in SDN overlays","author":[{"last_name":"Warner","full_name":"Warner, Daniel","first_name":"Daniel"}],"supervisor":[{"id":"20792","full_name":"Scheideler, Christian","last_name":"Scheideler","first_name":"Christian"}],"date_created":"2020-02-04T13:47:02Z","date_updated":"2022-01-06T06:52:32Z","publisher":"Universität Paderborn"},{"file":[{"relation":"main_file","success":1,"content_type":"application/pdf","access_level":"closed","file_name":"Dissertation-Heinzel.pdf","file_id":"15919","file_size":1247525,"date_created":"2020-02-17T07:30:38Z","creator":"florida","date_updated":"2020-02-17T07:30:38Z"}],"status":"public","type":"dissertation","ddc":["330"],"file_date_updated":"2020-02-17T07:30:38Z","language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"7","name":"SFB 901 - Subproject A3"}],"_id":"15824","user_id":"477","department":[{"_id":"280"}],"year":"2020","citation":{"apa":"Heinzel, J. (2020). <i>Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling</i>. Universität Paderborn.","bibtex":"@book{Heinzel_2020, title={Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling}, publisher={Universität Paderborn}, author={Heinzel, Joachim}, year={2020} }","short":"J. Heinzel, Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling, Universität Paderborn, 2020.","mla":"Heinzel, Joachim. <i>Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling</i>. Universität Paderborn, 2020.","chicago":"Heinzel, Joachim. <i>Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling</i>. Universität Paderborn, 2020.","ieee":"J. Heinzel, <i>Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling</i>. Universität Paderborn, 2020.","ama":"Heinzel J. <i>Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling</i>. Universität Paderborn; 2020."},"has_accepted_license":"1","title":"Essays on the Theory of Industrial Organization: Credence Goods, Vertical Relations and Product Bundling","publisher":"Universität Paderborn","date_updated":"2022-01-06T06:52:37Z","author":[{"last_name":"Heinzel","full_name":"Heinzel, Joachim","first_name":"Joachim"}],"supervisor":[{"first_name":"Burkhard","last_name":"Hehenkamp","full_name":"Hehenkamp, Burkhard","id":"37339"}],"date_created":"2020-02-06T10:50:01Z"},{"user_id":"15415","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"},{"_id":"63"},{"_id":"238"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"15025","language":[{"iso":"eng"}],"type":"journal_article","publication":"Evolutionary Computation","status":"public","abstract":[{"lang":"eng","text":"In software engineering, the imprecise requirements of a user are transformed to a formal requirements specification during the requirements elicitation process. This process is usually guided by requirements engineers interviewing the user. We want to partially automate this first step of the software engineering process in order to enable users to specify a desired software system on their own. With our approach, users are only asked to provide exemplary behavioral descriptions. The problem of synthesizing a requirements specification from examples can partially be reduced to the problem of grammatical inference, to which we apply an active coevolutionary learning approach. However, this approach would usually require many feedback queries to be sent to the user. In this work, we extend and generalize our active learning approach to receive knowledge from multiple oracles, also known as proactive learning. The ‘user oracle’ represents input received from the user and the ‘knowledge oracle’ represents available, formalized domain knowledge. We call our two-oracle approach the ‘first apply knowledge then query’ (FAKT/Q) algorithm. We compare FAKT/Q to the active learning approach and provide an extensive benchmark evaluation. As result we find that the number of required user queries is reduced and the inference process is sped up significantly. Finally, with so-called On-The-Fly Markets, we present a motivation and an application of our approach where such knowledge is available."}],"author":[{"first_name":"Marcel Dominik","id":"33176","full_name":"Wever, Marcel Dominik","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818"},{"last_name":"van Rooijen","full_name":"van Rooijen, Lorijn","id":"58843","first_name":"Lorijn"},{"first_name":"Heiko","full_name":"Hamann, Heiko","last_name":"Hamann"}],"date_created":"2019-11-18T14:19:19Z","volume":28,"publisher":"MIT Press Journals","date_updated":"2022-01-06T06:52:15Z","doi":"10.1162/evco_a_00266","title":"Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets","issue":"2","related_material":{"link":[{"url":"https://www.mitpressjournals.org/doi/pdf/10.1162/evco_a_00266","relation":"confirmation"}]},"publication_status":"published","citation":{"ama":"Wever MD, van Rooijen L, Hamann H. Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets. <i>Evolutionary Computation</i>. 2020;28(2):165–193. doi:<a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>","ieee":"M. D. Wever, L. van Rooijen, and H. Hamann, “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets,” <i>Evolutionary Computation</i>, vol. 28, no. 2, pp. 165–193, 2020, doi: <a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>.","chicago":"Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets.” <i>Evolutionary Computation</i> 28, no. 2 (2020): 165–193. <a href=\"https://doi.org/10.1162/evco_a_00266\">https://doi.org/10.1162/evco_a_00266</a>.","apa":"Wever, M. D., van Rooijen, L., &#38; Hamann, H. (2020). Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets. <i>Evolutionary Computation</i>, <i>28</i>(2), 165–193. <a href=\"https://doi.org/10.1162/evco_a_00266\">https://doi.org/10.1162/evco_a_00266</a>","mla":"Wever, Marcel Dominik, et al. “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets.” <i>Evolutionary Computation</i>, vol. 28, no. 2, MIT Press Journals, 2020, pp. 165–193, doi:<a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>.","bibtex":"@article{Wever_van Rooijen_Hamann_2020, title={Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets}, volume={28}, DOI={<a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>}, number={2}, journal={Evolutionary Computation}, publisher={MIT Press Journals}, author={Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko}, year={2020}, pages={165–193} }","short":"M.D. Wever, L. van Rooijen, H. Hamann, Evolutionary Computation 28 (2020) 165–193."},"intvolume":"        28","page":"165–193","year":"2020"},{"publication":"Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN)","type":"conference","status":"public","_id":"15169","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"5","name":"SFB 901 - Subproject A1"}],"department":[{"_id":"63"},{"_id":"79"}],"user_id":"477","language":[{"iso":"eng"}],"publication_status":"accepted","year":"2020","citation":{"apa":"Castenow, J., Kolb, C., &#38; Scheideler, C. (n.d.). A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks. In <i>Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN)</i>. Kolkata, Indien: ACM.","bibtex":"@inproceedings{Castenow_Kolb_Scheideler, title={A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks}, booktitle={Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN)}, publisher={ACM}, author={Castenow, Jannik and Kolb, Christina and Scheideler, Christian} }","short":"J. Castenow, C. Kolb, C. Scheideler, in: Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN), ACM, n.d.","mla":"Castenow, Jannik, et al. “A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks.” <i>Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN)</i>, ACM.","ama":"Castenow J, Kolb C, Scheideler C. A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks. In: <i>Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN)</i>. ACM.","ieee":"J. Castenow, C. Kolb, and C. Scheideler, “A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks,” in <i>Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN)</i>, Kolkata, Indien.","chicago":"Castenow, Jannik, Christina Kolb, and Christian Scheideler. “A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks.” In <i>Proceedings of the 21st International Conference on Distributed Computing and Networking (ICDCN)</i>. ACM, n.d."},"publisher":"ACM","date_updated":"2022-01-06T06:52:16Z","author":[{"full_name":"Castenow, Jannik","id":"38705","last_name":"Castenow","first_name":"Jannik"},{"first_name":"Christina","id":"43647","full_name":"Kolb, Christina","last_name":"Kolb"},{"first_name":"Christian","last_name":"Scheideler","full_name":"Scheideler, Christian","id":"20792"}],"date_created":"2019-11-25T12:18:41Z","title":"A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks","conference":{"name":"21st International Conference on Distributed Computing and Networking ","start_date":"04.01.2020","end_date":"07.01.2020","location":"Kolkata, Indien"}},{"publication":"Tagungsband der 15. 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Kundisch, “Nudging in Judging- Differences in Online Rating Behavior for Utilitarian and Hedonic Service Aspects,” in <i>Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, Potsdam, Germany, 2020.","chicago":"Seutter, Janina, Jürgen Neumann, and Dennis Kundisch. “Nudging in Judging- Differences in Online Rating Behavior for Utilitarian and Hedonic Service Aspects.” In <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, 2020."},"date_updated":"2022-01-06T06:52:18Z","author":[{"first_name":"Janina","last_name":"Seutter","id":"64464","full_name":"Seutter, Janina"},{"id":"32456","full_name":"Neumann, Jürgen","last_name":"Neumann","first_name":"Jürgen"},{"id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch","first_name":"Dennis"}],"date_created":"2019-11-28T14:53:21Z","title":"Nudging in Judging- Differences in Online Rating Behavior for Utilitarian and Hedonic Service Aspects","conference":{"location":"Potsdam, Germany","name":"15. Internationale Tagung Wirtschaftsinformatik 2020 (WI)"}},{"title":"Visualize different: Towards researching the fit between taxonomy visualizations and taxonomy tasks","conference":{"name":"15. Internationale Tagung Wirtschaftsinformatik 2020 (WI)","location":"Potsdam, Germany"},"date_updated":"2022-01-06T06:52:18Z","date_created":"2019-11-28T15:18:08Z","author":[{"first_name":"Daniel","full_name":"Szopinski, Daniel","id":"36372","last_name":"Szopinski"},{"full_name":"Schoormann, Thorsten","last_name":"Schoormann","first_name":"Thorsten"},{"first_name":"Dennis","id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch"}],"year":"2020","citation":{"chicago":"Szopinski, Daniel, Thorsten Schoormann, and Dennis Kundisch. “Visualize Different: Towards Researching the Fit between Taxonomy Visualizations and Taxonomy Tasks.” In <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, 2020.","ieee":"D. Szopinski, T. Schoormann, and D. Kundisch, “Visualize different: Towards researching the fit between taxonomy visualizations and taxonomy tasks,” in <i>Tagungsband der 15. 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Potsdam, Germany."},"has_accepted_license":"1","ddc":["000"],"file_date_updated":"2019-11-28T15:17:11Z","language":[{"iso":"eng"}],"_id":"15211","project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"department":[{"_id":"276"}],"user_id":"477","status":"public","file":[{"file_name":"WI2020_TaxonomyVisualization_RevisedManuscript_vFinal.pdf","access_level":"closed","file_id":"15212","file_size":228874,"date_created":"2019-11-28T15:17:11Z","creator":"abursig","date_updated":"2019-11-28T15:17:11Z","relation":"main_file","success":1,"content_type":"application/pdf"}],"publication":"Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)","type":"conference_abstract"},{"date_updated":"2022-01-06T06:52:19Z","date_created":"2019-11-29T15:12:18Z","author":[{"first_name":"Martin","last_name":"Poniatowski","full_name":"Poniatowski, Martin","id":"32441"},{"first_name":"Jürgen","full_name":"Neumann, Jürgen","id":"32456","last_name":"Neumann"}],"title":"You Write What You Are - Exploring the Relationship between Online Reviewers' Personality Traits and Their Reviewing Behavior","conference":{"location":"Potsdam, Germany","name":"15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)"},"has_accepted_license":"1","year":"2020","citation":{"ieee":"M. Poniatowski and J. Neumann, “You Write What You Are - Exploring the Relationship between Online Reviewers’ Personality Traits and Their Reviewing Behavior,” in <i>Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, Potsdam, Germany, 2020.","chicago":"Poniatowski, Martin, and Jürgen Neumann. “You Write What You Are - Exploring the Relationship between Online Reviewers’ Personality Traits and Their Reviewing Behavior.” In <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, 2020.","ama":"Poniatowski M, Neumann J. You Write What You Are - Exploring the Relationship between Online Reviewers’ Personality Traits and Their Reviewing Behavior. In: <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>. ; 2020.","short":"M. Poniatowski, J. Neumann, in: Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI), 2020.","mla":"Poniatowski, Martin, and Jürgen Neumann. “You Write What You Are - Exploring the Relationship between Online Reviewers’ Personality Traits and Their Reviewing Behavior.” <i>Tagungsband Der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>, 2020.","bibtex":"@inproceedings{Poniatowski_Neumann_2020, title={You Write What You Are - Exploring the Relationship between Online Reviewers’ Personality Traits and Their Reviewing Behavior}, booktitle={Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)}, author={Poniatowski, Martin and Neumann, Jürgen}, year={2020} }","apa":"Poniatowski, M., &#38; Neumann, J. (2020). You Write What You Are - Exploring the Relationship between Online Reviewers’ Personality Traits and Their Reviewing Behavior. In <i>Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)</i>. Potsdam, Germany."},"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - Subproject A4","_id":"8"}],"_id":"15225","user_id":"477","department":[{"_id":"276"}],"ddc":["000"],"file_date_updated":"2019-12-02T10:29:41Z","language":[{"iso":"eng"}],"type":"conference_abstract","publication":"Tagungsband der 15. Internationalen Tagung Wirtschaftsinformatik 2020 (WI)","file":[{"content_type":"application/pdf","relation":"main_file","success":1,"creator":"abursig","date_created":"2019-12-02T10:29:41Z","date_updated":"2019-12-02T10:29:41Z","access_level":"closed","file_id":"15236","file_name":"RiP - Flexible Template - Revision_FINAL.pdf","file_size":474517}],"status":"public"},{"title":"What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers","date_created":"2019-12-06T13:09:42Z","publisher":"SCITEPRESS","year":"2020","language":[{"iso":"eng"}],"keyword":["Customer Reviews","Sentiment Analysis","Online Labour Markets"],"ddc":["000"],"file":[{"content_type":"application/pdf","relation":"main_file","success":1,"creator":"jkers","date_created":"2020-09-18T09:27:41Z","date_updated":"2020-09-18T09:27:41Z","access_level":"closed","file_name":"Kersting & Geierhos (2020c), Kersting2020c.pdf","file_id":"19577","file_size":963370}],"abstract":[{"lang":"eng","text":"This paper deals with online customer reviews of local multi-service providers. While many studies investigate product reviews and online labour markets with service providers delivering intangible products “over the wire”, we focus on websites where providers offer multiple distinct services that can be booked, paid and reviewed online but are performed locally offline. This type of service providers has so far been neglected in the literature. This paper analyses reviews and applies sentiment analysis. It aims to gain new insights into local multi-service providers’ performance. There is a broad literature range presented with regard to the topics addressed. The results show, among other things, that providers with good ratings continue to perform well over time. We find that many positive reviews seem to encourage sales. On average, quantitative star ratings and qualitative ratings in the form of review texts match. Further results are also achieved in this study."}],"publication":"Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods","conference":{"location":"Valetta, Malta","name":"International Conference on Pattern Recognition Applications and Methods (ICPRAM)"},"author":[{"first_name":"Joschka","last_name":"Kersting","id":"58701","full_name":"Kersting, Joschka"},{"first_name":"Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","full_name":"Geierhos, Michaela","id":"42496"}],"date_updated":"2022-01-06T06:52:19Z","page":"263--272","citation":{"bibtex":"@inproceedings{Kersting_Geierhos_2020, place={Setúbal, Portugal}, title={What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers}, booktitle={Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods}, publisher={SCITEPRESS}, author={Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={263--272} }","short":"J. Kersting, M. Geierhos, in: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, SCITEPRESS, Setúbal, Portugal, 2020, pp. 263--272.","mla":"Kersting, Joschka, and Michaela Geierhos. “What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers.” <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods</i>, SCITEPRESS, 2020, pp. 263--272.","apa":"Kersting, J., &#38; Geierhos, M. (2020). What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers. In <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods</i> (pp. 263--272). Setúbal, Portugal: SCITEPRESS.","chicago":"Kersting, Joschka, and Michaela Geierhos. “What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers.” In <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods</i>, 263--272. Setúbal, Portugal: SCITEPRESS, 2020.","ieee":"J. Kersting and M. Geierhos, “What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers,” in <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods</i>, Valetta, Malta, 2020, pp. 263--272.","ama":"Kersting J, Geierhos M. What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers. In: <i>Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods</i>. Setúbal, Portugal: SCITEPRESS; 2020:263--272."},"place":"Setúbal, Portugal","has_accepted_license":"1","file_date_updated":"2020-09-18T09:27:41Z","department":[{"_id":"579"}],"user_id":"58701","_id":"15256","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"status":"public","type":"conference"},{"conference":{"location":"Ghent, Belgium","name":"IEEE Conference on Network Softwarization (NetSoft)"},"author":[{"id":"35343","full_name":"Schneider, Stefan Balthasar","last_name":"Schneider","orcid":"0000-0001-8210-4011","first_name":"Stefan Balthasar"},{"first_name":"Narayanan Puthenpurayil","last_name":"Satheeschandran","full_name":"Satheeschandran, Narayanan Puthenpurayil"},{"first_name":"Manuel","last_name":"Peuster","full_name":"Peuster, Manuel","id":"13271"},{"id":"126","full_name":"Karl, Holger","last_name":"Karl","first_name":"Holger"}],"oa":"1","date_updated":"2022-01-06T06:52:46Z","citation":{"bibtex":"@inproceedings{Schneider_Satheeschandran_Peuster_Karl_2020, title={Machine Learning for Dynamic Resource Allocation in Network Function Virtualization}, booktitle={IEEE Conference on Network Softwarization (NetSoft)}, publisher={IEEE}, author={Schneider, Stefan Balthasar and Satheeschandran, Narayanan Puthenpurayil and Peuster, Manuel and Karl, Holger}, year={2020} }","mla":"Schneider, Stefan Balthasar, et al. “Machine Learning for Dynamic Resource Allocation in Network Function Virtualization.” <i>IEEE Conference on Network Softwarization (NetSoft)</i>, IEEE, 2020.","short":"S.B. Schneider, N.P. Satheeschandran, M. Peuster, H. Karl, in: IEEE Conference on Network Softwarization (NetSoft), IEEE, 2020.","apa":"Schneider, S. B., Satheeschandran, N. P., Peuster, M., &#38; Karl, H. (2020). Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In <i>IEEE Conference on Network Softwarization (NetSoft)</i>. Ghent, Belgium: IEEE.","ama":"Schneider SB, Satheeschandran NP, Peuster M, Karl H. Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In: <i>IEEE Conference on Network Softwarization (NetSoft)</i>. IEEE; 2020.","ieee":"S. B. Schneider, N. P. Satheeschandran, M. Peuster, and H. Karl, “Machine Learning for Dynamic Resource Allocation in Network Function Virtualization,” in <i>IEEE Conference on Network Softwarization (NetSoft)</i>, Ghent, Belgium, 2020.","chicago":"Schneider, Stefan Balthasar, Narayanan Puthenpurayil Satheeschandran, Manuel Peuster, and Holger Karl. “Machine Learning for Dynamic Resource Allocation in Network Function Virtualization.” In <i>IEEE Conference on Network Softwarization (NetSoft)</i>. IEEE, 2020."},"has_accepted_license":"1","file_date_updated":"2020-03-03T11:42:16Z","department":[{"_id":"75"}],"user_id":"35343","_id":"16219","project":[{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"},{"_id":"1","name":"SFB 901"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"16","name":"SFB 901 - Subproject C4"}],"status":"public","type":"conference","title":"Machine Learning for Dynamic Resource Allocation in Network Function Virtualization","date_created":"2020-03-03T11:42:22Z","publisher":"IEEE","year":"2020","language":[{"iso":"eng"}],"ddc":["000"],"file":[{"date_updated":"2020-03-03T11:42:16Z","date_created":"2020-03-03T11:42:16Z","creator":"stschn","file_size":476590,"access_level":"open_access","file_id":"16220","file_name":"ris_preprint.pdf","content_type":"application/pdf","relation":"main_file"}],"abstract":[{"lang":"eng","text":"Network function virtualization (NFV) proposes\r\nto replace physical middleboxes with more flexible virtual\r\nnetwork functions (VNFs). To dynamically adjust to everchanging\r\ntraffic demands, VNFs have to be instantiated and\r\ntheir allocated resources have to be adjusted on demand.\r\nDeciding the amount of allocated resources is non-trivial.\r\nExisting optimization approaches often assume fixed resource\r\nrequirements for each VNF instance. However, this can easily\r\nlead to either waste of resources or bad service quality if too\r\nmany or too few resources are allocated.\r\n\r\nTo solve this problem, we train machine learning models\r\non real VNF data, containing measurements of performance\r\nand resource requirements. For each VNF, the trained models\r\ncan then accurately predict the required resources to handle\r\na certain traffic load. We integrate these machine learning\r\nmodels into an algorithm for joint VNF scaling and placement\r\nand evaluate their impact on resulting VNF placements. Our\r\nevaluation based on real-world data shows that using suitable\r\nmachine learning models effectively avoids over- and underallocation\r\nof resources, leading to up to 12 times lower resource\r\nconsumption and better service quality with up to 4.5 times\r\nlower total delay than using standard fixed resource allocation."}],"publication":"IEEE Conference on Network Softwarization (NetSoft)"},{"author":[{"id":"42447","full_name":"Hoyer, Britta","last_name":"Hoyer","first_name":"Britta"},{"first_name":"Nadja","full_name":"Stroh-Maraun, Nadja","id":"13264","last_name":"Stroh-Maraun"}],"date_created":"2020-03-24T08:05:53Z","volume":121,"date_updated":"2022-01-06T06:52:49Z","doi":"10.1016/j.geb.2020.03.006","title":"Matching Strategies of Heterogeneous Agents under Incomplete Information in a University Clearinghouse","publication_status":"published","citation":{"bibtex":"@article{Hoyer_Stroh-Maraun_2020, title={Matching Strategies of Heterogeneous Agents under Incomplete Information in a University Clearinghouse}, volume={121}, DOI={<a href=\"https://doi.org/10.1016/j.geb.2020.03.006\">10.1016/j.geb.2020.03.006</a>}, journal={Games and Economic Behavior}, author={Hoyer, Britta and Stroh-Maraun, Nadja}, year={2020}, pages={453–481} }","mla":"Hoyer, Britta, and Nadja Stroh-Maraun. “Matching Strategies of Heterogeneous Agents under Incomplete Information in a University Clearinghouse.” <i>Games and Economic Behavior</i>, vol. 121, 2020, pp. 453–81, doi:<a href=\"https://doi.org/10.1016/j.geb.2020.03.006\">10.1016/j.geb.2020.03.006</a>.","short":"B. Hoyer, N. Stroh-Maraun, Games and Economic Behavior 121 (2020) 453–481.","apa":"Hoyer, B., &#38; Stroh-Maraun, N. (2020). Matching Strategies of Heterogeneous Agents under Incomplete Information in a University Clearinghouse. <i>Games and Economic Behavior</i>, <i>121</i>, 453–481. <a href=\"https://doi.org/10.1016/j.geb.2020.03.006\">https://doi.org/10.1016/j.geb.2020.03.006</a>","ieee":"B. Hoyer and N. Stroh-Maraun, “Matching Strategies of Heterogeneous Agents under Incomplete Information in a University Clearinghouse,” <i>Games and Economic Behavior</i>, vol. 121, pp. 453–481, 2020.","chicago":"Hoyer, Britta, and Nadja Stroh-Maraun. “Matching Strategies of Heterogeneous Agents under Incomplete Information in a University Clearinghouse.” <i>Games and Economic Behavior</i> 121 (2020): 453–81. <a href=\"https://doi.org/10.1016/j.geb.2020.03.006\">https://doi.org/10.1016/j.geb.2020.03.006</a>.","ama":"Hoyer B, Stroh-Maraun N. Matching Strategies of Heterogeneous Agents under Incomplete Information in a University Clearinghouse. <i>Games and Economic Behavior</i>. 2020;121:453-481. doi:<a href=\"https://doi.org/10.1016/j.geb.2020.03.006\">10.1016/j.geb.2020.03.006</a>"},"page":"453 - 481","intvolume":"       121","year":"2020","user_id":"42447","department":[{"_id":"280"},{"_id":"475"},{"_id":"205"},{"_id":"368"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"},{"_id":"7","name":"SFB 901 - Subproject A3"}],"_id":"16334","language":[{"iso":"eng"}],"article_type":"original","type":"journal_article","publication":"Games and Economic Behavior","status":"public","abstract":[{"text":"We analyze the actual behavior of agents in a matching mechanism, using data from a clearinghouse at the Faculty of Business Administration and Economics at a German university, where a variant of the Boston mechanism is used. We supplement this data with data generated in a survey among the students who participated in the clearinghouse. We find that under the current mechanism over 74% of students act strategically by misrepresenting at least one of their preferences. Nevertheless, not all students are able to improve their outcome by doing so. We show that this is mainly due to the incomplete information of students and naiveté. Sophisticated students actually reach significantly better outcomes than naive students. Thus, we find evidence that naive students are exploited by sophisticated students in an incomplete information setting.","lang":"eng"}]},{"title":"Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold","conference":{"location":"Cancún, Mexico","end_date":"2020-07-12","start_date":"2020-07-08","name":"The Genetic and Evolutionary Computation Conference (GECCO 2020)"},"doi":"10.1145/3377929.3389968","publisher":"Association for Computing Machinery (ACM)","date_updated":"2022-01-06T06:52:49Z","date_created":"2020-04-02T10:07:10Z","author":[{"first_name":"Tim","orcid":"0000-0003-1377-3339","last_name":"Hansmeier","id":"49992","full_name":"Hansmeier, Tim"},{"last_name":"Kaufmann","full_name":"Kaufmann, Paul","first_name":"Paul"},{"full_name":"Platzner, Marco","id":"398","last_name":"Platzner","first_name":"Marco"}],"year":"2020","place":"New York, NY, United States","page":"125-126","citation":{"short":"T. Hansmeier, P. Kaufmann, M. Platzner, in: GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2020, pp. 125–126.","mla":"Hansmeier, Tim, et al. “Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold.” <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery (ACM), 2020, pp. 125–26, doi:<a href=\"https://doi.org/10.1145/3377929.3389968\">10.1145/3377929.3389968</a>.","bibtex":"@inproceedings{Hansmeier_Kaufmann_Platzner_2020, place={New York, NY, United States}, title={Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold}, DOI={<a href=\"https://doi.org/10.1145/3377929.3389968\">10.1145/3377929.3389968</a>}, booktitle={GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery (ACM)}, author={Hansmeier, Tim and Kaufmann, Paul and Platzner, Marco}, year={2020}, pages={125–126} }","apa":"Hansmeier, T., Kaufmann, P., &#38; Platzner, M. (2020). Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold. In <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i> (pp. 125–126). New York, NY, United States: Association for Computing Machinery (ACM). <a href=\"https://doi.org/10.1145/3377929.3389968\">https://doi.org/10.1145/3377929.3389968</a>","ieee":"T. Hansmeier, P. Kaufmann, and M. Platzner, “Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold,” in <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Cancún, Mexico, 2020, pp. 125–126.","chicago":"Hansmeier, Tim, Paul Kaufmann, and Marco Platzner. “Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold.” In <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 125–26. New York, NY, United States: Association for Computing Machinery (ACM), 2020. <a href=\"https://doi.org/10.1145/3377929.3389968\">https://doi.org/10.1145/3377929.3389968</a>.","ama":"Hansmeier T, Kaufmann P, Platzner M. Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold. In: <i>GECCO ’20: Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. New York, NY, United States: Association for Computing Machinery (ACM); 2020:125-126. doi:<a href=\"https://doi.org/10.1145/3377929.3389968\">10.1145/3377929.3389968</a>"},"publication_identifier":{"isbn":["978-1-4503-7127-8"]},"publication_status":"published","language":[{"iso":"eng"}],"_id":"16363","project":[{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subproject C2","_id":"14"}],"department":[{"_id":"78"}],"user_id":"477","status":"public","publication":"GECCO '20: Proceedings of the Genetic and Evolutionary Computation Conference Companion","type":"conference"}]