[{"file":[{"content_type":"application/pdf","success":1,"file_id":"45207","date_updated":"2023-05-23T09:26:40Z","relation":"main_file","file_size":686417,"access_level":"closed","file_name":"P59.pdf","date_created":"2023-05-23T09:26:40Z","creator":"dmitrij"}],"date_created":"2023-05-23T09:31:28Z","type":"conference","department":[{"_id":"49"}],"publication":"SMSI 2023 Conference","main_file_link":[{"open_access":"1"}],"series_title":"SMSI - Sensor and Measurement Science International","language":[{"iso":"eng"}],"doi":"10.5162/SMSI2023/P59","year":"2023","title":"Improved determination of viscoelastic material parameters using a pulse-echo measurement setup","author":[{"id":"32616","last_name":"Dreiling","first_name":"Dmitrij","full_name":"Dreiling, Dmitrij"},{"full_name":"Itner, Dominik","last_name":"Itner","first_name":"Dominik"},{"id":"38123","full_name":"Hetkämper, Tim","first_name":"Tim","last_name":"Hetkämper"},{"full_name":"Birk, Carolin","first_name":"Carolin","last_name":"Birk"},{"full_name":"Gravenkamp, Hauke","last_name":"Gravenkamp","first_name":"Hauke"},{"id":"213","full_name":"Henning, Bernd","first_name":"Bernd","last_name":"Henning"}],"publication_identifier":{"isbn":["978-3-9819376-8-8"]},"date_updated":"2023-05-23T12:02:26Z","publication_status":"published","place":"Nürnberg","oa":"1","file_date_updated":"2023-05-23T09:26:40Z","citation":{"apa":"Dreiling, D., Itner, D., Hetkämper, T., Birk, C., Gravenkamp, H., &#38; Henning, B. (2023). Improved determination of viscoelastic material parameters using a pulse-echo measurement setup. <i>SMSI 2023 Conference</i>, 394–395. <a href=\"https://doi.org/10.5162/SMSI2023/P59\">https://doi.org/10.5162/SMSI2023/P59</a>","ieee":"D. Dreiling, D. Itner, T. Hetkämper, C. Birk, H. Gravenkamp, and B. Henning, “Improved determination of viscoelastic material parameters using a pulse-echo measurement setup,” in <i>SMSI 2023 Conference</i>, Nürnberg, 2023, pp. 394–395, doi: <a href=\"https://doi.org/10.5162/SMSI2023/P59\">10.5162/SMSI2023/P59</a>.","chicago":"Dreiling, Dmitrij, Dominik Itner, Tim Hetkämper, Carolin Birk, Hauke Gravenkamp, and Bernd Henning. “Improved Determination of Viscoelastic Material Parameters Using a Pulse-Echo Measurement Setup.” In <i>SMSI 2023 Conference</i>, 394–95. SMSI - Sensor and Measurement Science International. Nürnberg: AMA Association For Sensors And Measurement, 2023. <a href=\"https://doi.org/10.5162/SMSI2023/P59\">https://doi.org/10.5162/SMSI2023/P59</a>.","short":"D. Dreiling, D. Itner, T. Hetkämper, C. Birk, H. Gravenkamp, B. Henning, in: SMSI 2023 Conference, AMA Association For Sensors And Measurement, Nürnberg, 2023, pp. 394–395.","mla":"Dreiling, Dmitrij, et al. “Improved Determination of Viscoelastic Material Parameters Using a Pulse-Echo Measurement Setup.” <i>SMSI 2023 Conference</i>, AMA Association For Sensors And Measurement, 2023, pp. 394–95, doi:<a href=\"https://doi.org/10.5162/SMSI2023/P59\">10.5162/SMSI2023/P59</a>.","ama":"Dreiling D, Itner D, Hetkämper T, Birk C, Gravenkamp H, Henning B. Improved determination of viscoelastic material parameters using a pulse-echo measurement setup. In: <i>SMSI 2023 Conference</i>. SMSI - Sensor and Measurement Science International. AMA Association For Sensors And Measurement; 2023:394-395. doi:<a href=\"https://doi.org/10.5162/SMSI2023/P59\">10.5162/SMSI2023/P59</a>","bibtex":"@inproceedings{Dreiling_Itner_Hetkämper_Birk_Gravenkamp_Henning_2023, place={Nürnberg}, series={SMSI - Sensor and Measurement Science International}, title={Improved determination of viscoelastic material parameters using a pulse-echo measurement setup}, DOI={<a href=\"https://doi.org/10.5162/SMSI2023/P59\">10.5162/SMSI2023/P59</a>}, booktitle={SMSI 2023 Conference}, publisher={AMA Association For Sensors And Measurement}, author={Dreiling, Dmitrij and Itner, Dominik and Hetkämper, Tim and Birk, Carolin and Gravenkamp, Hauke and Henning, Bernd}, year={2023}, pages={394–395}, collection={SMSI - Sensor and Measurement Science International} }"},"project":[{"name":"VaMP: Vollständige Bestimmung der akustischen Materialparameter von Polymeren","_id":"89","grant_number":"409779252"}],"page":"394 - 395","publisher":"AMA Association For Sensors And Measurement","_id":"45205","ddc":["620"],"user_id":"32616","status":"public","conference":{"start_date":"2023-05-08","name":"SMSI 2023 - Conference","location":"Nürnberg","end_date":"2023-05-11"},"has_accepted_license":"1"},{"department":[{"_id":"66"}],"type":"mastersthesis","date_created":"2023-05-23T13:22:49Z","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - C5: SFB 901 - Subproject C5","_id":"17"}],"citation":{"chicago":"N., N. <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>, 2023.","short":"N. N., Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach, 2023.","ieee":"N. N., <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>. 2023.","apa":"N., N. (2023). <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>.","bibtex":"@book{N._2023, title={Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach}, author={N., N.}, year={2023} }","ama":"N. N. <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>.; 2023.","mla":"N., N. <i>Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach</i>. 2023."},"supervisor":[{"full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","first_name":"Enes","last_name":"Yigitbas","id":"8447"},{"full_name":"Gottschalk, Sebastian","last_name":"Gottschalk","first_name":"Sebastian","id":"47208"}],"user_id":"47208","_id":"45243","language":[{"iso":"eng"}],"date_updated":"2023-05-23T13:22:54Z","author":[{"first_name":"N.","last_name":"N.","full_name":"N., N."}],"status":"public","year":"2023","title":"Development and Evaluation of a Model-Based UI Prototyping Experimentation Approach"},{"issue":"4","publication":"Indagationes Mathematicae.","citation":{"short":"M. Hanusch, Indagationes Mathematicae. 34 (2023) 752–811.","chicago":"Hanusch, Maximilian. “Decompositions of Analytic 1-Manifolds.” <i>Indagationes Mathematicae.</i> 34, no. 4 (2023): 752–811. <a href=\"https://doi.org/10.1016/j.indag.2023.02.003\">https://doi.org/10.1016/j.indag.2023.02.003</a>.","ieee":"M. Hanusch, “Decompositions of Analytic 1-Manifolds,” <i>Indagationes Mathematicae.</i>, vol. 34, no. 4, pp. 752–811, 2023, doi: <a href=\"https://doi.org/10.1016/j.indag.2023.02.003\">10.1016/j.indag.2023.02.003</a>.","apa":"Hanusch, M. (2023). Decompositions of Analytic 1-Manifolds. <i>Indagationes Mathematicae.</i>, <i>34</i>(4), 752–811. <a href=\"https://doi.org/10.1016/j.indag.2023.02.003\">https://doi.org/10.1016/j.indag.2023.02.003</a>","bibtex":"@article{Hanusch_2023, title={Decompositions of Analytic 1-Manifolds}, volume={34}, DOI={<a href=\"https://doi.org/10.1016/j.indag.2023.02.003\">10.1016/j.indag.2023.02.003</a>}, number={4}, journal={Indagationes Mathematicae.}, author={Hanusch, Maximilian}, year={2023}, pages={752–811} }","ama":"Hanusch M. Decompositions of Analytic 1-Manifolds. <i>Indagationes Mathematicae</i>. 2023;34(4):752-811. doi:<a href=\"https://doi.org/10.1016/j.indag.2023.02.003\">10.1016/j.indag.2023.02.003</a>","mla":"Hanusch, Maximilian. “Decompositions of Analytic 1-Manifolds.” <i>Indagationes Mathematicae.</i>, vol. 34, no. 4, 2023, pp. 752–811, doi:<a href=\"https://doi.org/10.1016/j.indag.2023.02.003\">10.1016/j.indag.2023.02.003</a>."},"keyword":["Lie group actions and analytic 1-submanifolds"],"type":"journal_article","department":[{"_id":"93"}],"date_created":"2022-12-22T09:46:36Z","publication_status":"published","date_updated":"2023-05-25T07:32:38Z","intvolume":"        34","title":"Decompositions of Analytic 1-Manifolds","year":"2023","status":"public","author":[{"id":"30905","first_name":"Maximilian","last_name":"Hanusch","full_name":"Hanusch, Maximilian"}],"user_id":"30905","doi":"10.1016/j.indag.2023.02.003","volume":34,"page":"752-811","_id":"34833","language":[{"iso":"eng"}]},{"date_created":"2023-05-29T12:09:43Z","type":"conference","department":[{"_id":"76"}],"publication":"2023 IEEE Conference on Software Testing, Verification and Validation (ICST)","citation":{"short":"K. Karakaya, E. Bodden, in: 2023 IEEE Conference on Software Testing, Verification and Validation (ICST), IEEE, 2023.","chicago":"Karakaya, Kadiray, and Eric Bodden. “Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis.” In <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/icst57152.2023.00036\">https://doi.org/10.1109/icst57152.2023.00036</a>.","apa":"Karakaya, K., &#38; Bodden, E. (2023). Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis. <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>. <a href=\"https://doi.org/10.1109/icst57152.2023.00036\">https://doi.org/10.1109/icst57152.2023.00036</a>","ieee":"K. Karakaya and E. Bodden, “Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis,” 2023, doi: <a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>.","ama":"Karakaya K, Bodden E. Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis. In: <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>","bibtex":"@inproceedings{Karakaya_Bodden_2023, title={Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis}, DOI={<a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>}, booktitle={2023 IEEE Conference on Software Testing, Verification and Validation (ICST)}, publisher={IEEE}, author={Karakaya, Kadiray and Bodden, Eric}, year={2023} }","mla":"Karakaya, Kadiray, and Eric Bodden. “Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis.” <i>2023 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/icst57152.2023.00036\">10.1109/icst57152.2023.00036</a>."},"_id":"45312","publisher":"IEEE","doi":"10.1109/icst57152.2023.00036","user_id":"70410","title":"Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis","status":"public","year":"2023","author":[{"full_name":"Karakaya, Kadiray","last_name":"Karakaya","first_name":"Kadiray"},{"full_name":"Bodden, Eric","first_name":"Eric","last_name":"Bodden"}],"date_updated":"2023-05-29T12:12:17Z","publication_status":"published"},{"language":[{"iso":"eng"}],"_id":"43375","user_id":"25078","ddc":["000"],"author":[{"last_name":"Koch","first_name":"Angelina","full_name":"Koch, Angelina"}],"title":"Privacy-Preserving Collection and Evaluation of Log Files","year":"2023","status":"public","has_accepted_license":"1","date_updated":"2023-05-30T11:43:18Z","date_created":"2023-04-03T14:09:14Z","file":[{"relation":"main_file","date_updated":"2023-05-30T11:43:18Z","file_name":"thesis_koch.pdf","file_size":2275949,"access_level":"open_access","file_id":"45303","content_type":"application/pdf","creator":"feidens","date_created":"2023-05-26T07:07:39Z"}],"department":[{"_id":"64"}],"oa":"1","type":"bachelorsthesis","citation":{"ieee":"A. Koch, <i>Privacy-Preserving Collection and Evaluation of Log Files</i>. 2023.","apa":"Koch, A. (2023). <i>Privacy-Preserving Collection and Evaluation of Log Files</i>.","chicago":"Koch, Angelina. <i>Privacy-Preserving Collection and Evaluation of Log Files</i>, 2023.","short":"A. Koch, Privacy-Preserving Collection and Evaluation of Log Files, 2023.","mla":"Koch, Angelina. <i>Privacy-Preserving Collection and Evaluation of Log Files</i>. 2023.","bibtex":"@book{Koch_2023, title={Privacy-Preserving Collection and Evaluation of Log Files}, author={Koch, Angelina}, year={2023} }","ama":"Koch A. <i>Privacy-Preserving Collection and Evaluation of Log Files</i>.; 2023."},"supervisor":[{"full_name":"Blömer, Johannes","last_name":"Blömer","first_name":"Johannes","id":"23"}],"file_date_updated":"2023-05-30T11:43:18Z","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"}]},{"publication":"Scientific Data","issue":"1","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>Graffiti is an urban phenomenon that is increasingly attracting the interest of the sciences. To the best of our knowledge, no suitable data corpora are available for systematic research until now. The Information System Graffiti in Germany project (<jats:sc>Ingrid</jats:sc>) closes this gap by dealing with graffiti image collections that have been made available to the project for public use. Within <jats:sc>Ingrid</jats:sc>, the graffiti images are collected, digitized and annotated. With this work, we aim to support the rapid access to a comprehensive data source on <jats:sc>Ingrid</jats:sc> targeted especially by researchers. In particular, we present <jats:sc>Ingrid</jats:sc>KG, an RDF knowledge graph of annotated graffiti, abides by the Linked Data and FAIR principles. We weekly update <jats:sc>Ingrid</jats:sc>KG by augmenting the new annotated graffiti to our knowledge graph. Our generation pipeline applies RDF data conversion, link discovery and data fusion approaches to the original data. The current version of <jats:sc>Ingrid</jats:sc>KG contains 460,640,154 triples and is linked to 3 other knowledge graphs by over 200,000 links. In our use case studies, we demonstrate the usefulness of our knowledge graph for different applications.</jats:p>"}],"date_created":"2023-06-06T09:12:39Z","department":[{"_id":"574"},{"_id":"115"}],"type":"journal_article","keyword":["Library and Information Sciences","Statistics","Probability and Uncertainty","Computer Science Applications","Education","Information Systems","Statistics and Probability"],"publication_identifier":{"issn":["2052-4463"]},"author":[{"first_name":"Mohamed Ahmed","last_name":"Sherif","full_name":"Sherif, Mohamed Ahmed"},{"full_name":"da Silva, Ana Alexandra Morim","last_name":"da Silva","first_name":"Ana Alexandra Morim"},{"full_name":"Pestryakova, Svetlana","last_name":"Pestryakova","first_name":"Svetlana"},{"full_name":"Ahmed, Abdullah Fathi","first_name":"Abdullah Fathi","last_name":"Ahmed"},{"last_name":"Niemann","first_name":"Sven","full_name":"Niemann, Sven"},{"full_name":"Ngomo, Axel-Cyrille Ngonga","last_name":"Ngomo","first_name":"Axel-Cyrille Ngonga"}],"year":"2023","title":"IngridKG: A FAIR Knowledge Graph of Graffiti","intvolume":"        10","date_updated":"2023-06-06T09:17:10Z","publication_status":"published","language":[{"iso":"eng"}],"article_number":"318","doi":"10.1038/s41597-023-02199-8","citation":{"ama":"Sherif MA, da Silva AAM, Pestryakova S, Ahmed AF, Niemann S, Ngomo A-CN. IngridKG: A FAIR Knowledge Graph of Graffiti. <i>Scientific Data</i>. 2023;10(1). doi:<a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>","bibtex":"@article{Sherif_da Silva_Pestryakova_Ahmed_Niemann_Ngomo_2023, title={IngridKG: A FAIR Knowledge Graph of Graffiti}, volume={10}, DOI={<a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>}, number={1318}, journal={Scientific Data}, publisher={Springer Science and Business Media LLC}, author={Sherif, Mohamed Ahmed and da Silva, Ana Alexandra Morim and Pestryakova, Svetlana and Ahmed, Abdullah Fathi and Niemann, Sven and Ngomo, Axel-Cyrille Ngonga}, year={2023} }","mla":"Sherif, Mohamed Ahmed, et al. “IngridKG: A FAIR Knowledge Graph of Graffiti.” <i>Scientific Data</i>, vol. 10, no. 1, 318, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>.","chicago":"Sherif, Mohamed Ahmed, Ana Alexandra Morim da Silva, Svetlana Pestryakova, Abdullah Fathi Ahmed, Sven Niemann, and Axel-Cyrille Ngonga Ngomo. “IngridKG: A FAIR Knowledge Graph of Graffiti.” <i>Scientific Data</i> 10, no. 1 (2023). <a href=\"https://doi.org/10.1038/s41597-023-02199-8\">https://doi.org/10.1038/s41597-023-02199-8</a>.","short":"M.A. Sherif, A.A.M. da Silva, S. Pestryakova, A.F. Ahmed, S. Niemann, A.-C.N. Ngomo, Scientific Data 10 (2023).","apa":"Sherif, M. A., da Silva, A. A. M., Pestryakova, S., Ahmed, A. F., Niemann, S., &#38; Ngomo, A.-C. N. (2023). IngridKG: A FAIR Knowledge Graph of Graffiti. <i>Scientific Data</i>, <i>10</i>(1), Article 318. <a href=\"https://doi.org/10.1038/s41597-023-02199-8\">https://doi.org/10.1038/s41597-023-02199-8</a>","ieee":"M. A. Sherif, A. A. M. da Silva, S. Pestryakova, A. F. Ahmed, S. Niemann, and A.-C. N. Ngomo, “IngridKG: A FAIR Knowledge Graph of Graffiti,” <i>Scientific Data</i>, vol. 10, no. 1, Art. no. 318, 2023, doi: <a href=\"https://doi.org/10.1038/s41597-023-02199-8\">10.1038/s41597-023-02199-8</a>."},"project":[{"name":"INGRID: INGRID: Informationssystem Graffiti in Deutschland","_id":"104","grant_number":"289287267"}],"status":"public","publisher":"Springer Science and Business Media LLC","_id":"45484","volume":10,"user_id":"6593"},{"status":"public","page":"769-772","_id":"45485","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","user_id":"27150","volume":35,"citation":{"mla":"Kruse, Stephan, et al. “A Pulsed Lidar System With Ultimate Quantum Range Accuracy.” <i>IEEE Photonics Technology Letters</i>, vol. 35, no. 14, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 769–72, doi:<a href=\"https://doi.org/10.1109/lpt.2023.3277515\">10.1109/lpt.2023.3277515</a>.","bibtex":"@article{Kruse_Serino_Folge_Echeverria Oviedo_Bhattacharjee_Stefszky_Scheytt_Brecht_Silberhorn_2023, title={A Pulsed Lidar System With Ultimate Quantum Range Accuracy}, volume={35}, DOI={<a href=\"https://doi.org/10.1109/lpt.2023.3277515\">10.1109/lpt.2023.3277515</a>}, number={14}, journal={IEEE Photonics Technology Letters}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Kruse, Stephan and Serino, Laura and Folge, Patrick Fabian and Echeverria Oviedo, Dana and Bhattacharjee, Abhinandan and Stefszky, Michael and Scheytt, J. Christoph and Brecht, Benjamin and Silberhorn, Christine}, year={2023}, pages={769–772} }","ama":"Kruse S, Serino L, Folge PF, et al. A Pulsed Lidar System With Ultimate Quantum Range Accuracy. <i>IEEE Photonics Technology Letters</i>. 2023;35(14):769-772. doi:<a href=\"https://doi.org/10.1109/lpt.2023.3277515\">10.1109/lpt.2023.3277515</a>","ieee":"S. Kruse <i>et al.</i>, “A Pulsed Lidar System With Ultimate Quantum Range Accuracy,” <i>IEEE Photonics Technology Letters</i>, vol. 35, no. 14, pp. 769–772, 2023, doi: <a href=\"https://doi.org/10.1109/lpt.2023.3277515\">10.1109/lpt.2023.3277515</a>.","apa":"Kruse, S., Serino, L., Folge, P. F., Echeverria Oviedo, D., Bhattacharjee, A., Stefszky, M., Scheytt, J. C., Brecht, B., &#38; Silberhorn, C. (2023). A Pulsed Lidar System With Ultimate Quantum Range Accuracy. <i>IEEE Photonics Technology Letters</i>, <i>35</i>(14), 769–772. <a href=\"https://doi.org/10.1109/lpt.2023.3277515\">https://doi.org/10.1109/lpt.2023.3277515</a>","chicago":"Kruse, Stephan, Laura Serino, Patrick Fabian Folge, Dana Echeverria Oviedo, Abhinandan Bhattacharjee, Michael Stefszky, J. Christoph Scheytt, Benjamin Brecht, and Christine Silberhorn. “A Pulsed Lidar System With Ultimate Quantum Range Accuracy.” <i>IEEE Photonics Technology Letters</i> 35, no. 14 (2023): 769–72. <a href=\"https://doi.org/10.1109/lpt.2023.3277515\">https://doi.org/10.1109/lpt.2023.3277515</a>.","short":"S. Kruse, L. Serino, P.F. Folge, D. Echeverria Oviedo, A. Bhattacharjee, M. Stefszky, J.C. Scheytt, B. Brecht, C. Silberhorn, IEEE Photonics Technology Letters 35 (2023) 769–772."},"title":"A Pulsed Lidar System With Ultimate Quantum Range Accuracy","year":"2023","publication_identifier":{"issn":["1041-1135","1941-0174"]},"author":[{"first_name":"Stephan","last_name":"Kruse","full_name":"Kruse, Stephan","id":"38254"},{"id":"88242","full_name":"Serino, Laura","first_name":"Laura","last_name":"Serino"},{"last_name":"Folge","first_name":"Patrick Fabian","full_name":"Folge, Patrick Fabian","id":"88605"},{"full_name":"Echeverria Oviedo, Dana","last_name":"Echeverria Oviedo","first_name":"Dana"},{"last_name":"Bhattacharjee","first_name":"Abhinandan","full_name":"Bhattacharjee, Abhinandan"},{"last_name":"Stefszky","first_name":"Michael","full_name":"Stefszky, Michael","id":"42777"},{"id":"37144","last_name":"Scheytt","orcid":"0000-0002-5950-6618 ","first_name":"J. Christoph","full_name":"Scheytt, J. Christoph"},{"first_name":"Benjamin","last_name":"Brecht","orcid":"0000-0003-4140-0556 ","full_name":"Brecht, Benjamin","id":"27150"},{"id":"26263","full_name":"Silberhorn, Christine","last_name":"Silberhorn","first_name":"Christine"}],"publication_status":"published","date_updated":"2023-06-06T10:13:05Z","intvolume":"        35","language":[{"iso":"eng"}],"doi":"10.1109/lpt.2023.3277515","issue":"14","publication":"IEEE Photonics Technology Letters","date_created":"2023-06-06T10:09:05Z","keyword":["Electrical and Electronic Engineering","Atomic and Molecular Physics","and Optics","Electronic","Optical and Magnetic Materials"],"type":"journal_article","department":[{"_id":"15"},{"_id":"58"},{"_id":"623"},{"_id":"230"},{"_id":"288"}]},{"abstract":[{"lang":"eng","text":"We present a novel method for high-order phase reduction in networks of\r\nweakly coupled oscillators and, more generally, perturbations of reducible\r\nnormally hyperbolic (quasi-)periodic tori. Our method works by computing an\r\nasymptotic expansion for an embedding of the perturbed invariant torus, as well\r\nas for the reduced phase dynamics in local coordinates. Both can be determined\r\nto arbitrary degrees of accuracy, and we show that the phase dynamics may\r\ndirectly be obtained in normal form. We apply the method to predict remote\r\nsynchronisation in a chain of coupled Stuart-Landau oscillators."}],"citation":{"ama":"von der Gracht S, Nijholt E, Rink B. A parametrisation method for high-order phase reduction in coupled  oscillator networks. <i>arXiv:230603320</i>.","bibtex":"@article{von der Gracht_Nijholt_Rink, title={A parametrisation method for high-order phase reduction in coupled  oscillator networks}, journal={arXiv:2306.03320}, author={von der Gracht, Sören and Nijholt, Eddie and Rink, Bob} }","mla":"von der Gracht, Sören, et al. “A Parametrisation Method for High-Order Phase Reduction in Coupled  Oscillator Networks.” <i>ArXiv:2306.03320</i>.","short":"S. von der Gracht, E. Nijholt, B. Rink, ArXiv:2306.03320 (n.d.).","chicago":"Gracht, Sören von der, Eddie Nijholt, and Bob Rink. “A Parametrisation Method for High-Order Phase Reduction in Coupled  Oscillator Networks.” <i>ArXiv:2306.03320</i>, n.d.","apa":"von der Gracht, S., Nijholt, E., &#38; Rink, B. (n.d.). A parametrisation method for high-order phase reduction in coupled  oscillator networks. In <i>arXiv:2306.03320</i>.","ieee":"S. von der Gracht, E. Nijholt, and B. Rink, “A parametrisation method for high-order phase reduction in coupled  oscillator networks,” <i>arXiv:2306.03320</i>. ."},"publication":"arXiv:2306.03320","department":[{"_id":"101"}],"type":"preprint","date_created":"2023-06-07T07:57:28Z","external_id":{"arxiv":["2306.03320"]},"date_updated":"2023-06-07T07:59:06Z","publication_status":"submitted","author":[{"id":"97359","full_name":"von der Gracht, Sören","first_name":"Sören","last_name":"von der Gracht","orcid":"0000-0002-8054-2058"},{"first_name":"Eddie","last_name":"Nijholt","full_name":"Nijholt, Eddie"},{"last_name":"Rink","first_name":"Bob","full_name":"Rink, Bob"}],"year":"2023","status":"public","title":"A parametrisation method for high-order phase reduction in coupled  oscillator networks","user_id":"97359","_id":"45498","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/pdf/2306.03320"}],"page":"29"},{"author":[{"id":"38705","full_name":"Castenow, Jannik","last_name":"Castenow","first_name":"Jannik"}],"year":"2023","status":"public","title":"Local Protocols for Contracting and Expanding Robot Formation Problems","date_updated":"2023-06-13T07:43:11Z","language":[{"iso":"eng"}],"_id":"45580","doi":"10.17619/UNIPB/1-1750","user_id":"38705","supervisor":[{"full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","first_name":"Friedhelm","id":"15523"}],"citation":{"bibtex":"@book{Castenow_2023, title={Local Protocols for Contracting and Expanding Robot Formation Problems}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1750\">10.17619/UNIPB/1-1750</a>}, author={Castenow, Jannik}, year={2023} }","ama":"Castenow J. <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>.; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1750\">10.17619/UNIPB/1-1750</a>","mla":"Castenow, Jannik. <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>. 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1750\">10.17619/UNIPB/1-1750</a>.","short":"J. Castenow, Local Protocols for Contracting and Expanding Robot Formation Problems, 2023.","chicago":"Castenow, Jannik. <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1750\">https://doi.org/10.17619/UNIPB/1-1750</a>.","ieee":"J. Castenow, <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>. 2023.","apa":"Castenow, J. (2023). <i>Local Protocols for Contracting and Expanding Robot Formation Problems</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1750\">https://doi.org/10.17619/UNIPB/1-1750</a>"},"project":[{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","_id":"5","grant_number":"160364472"},{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"date_created":"2023-06-12T13:06:58Z","department":[{"_id":"63"}],"type":"dissertation"},{"_id":"45579","language":[{"iso":"eng"}],"user_id":"39241","doi":"10.17619/UNIPB/1-1751","year":"2023","status":"public","title":"Online Algorithms for Allocating Heterogeneous Resources","author":[{"orcid":"0000-0003-2014-4696","first_name":"Till","last_name":"Knollmann","full_name":"Knollmann, Till","id":"39241"}],"date_updated":"2023-06-12T21:03:14Z","date_created":"2023-06-12T13:05:04Z","type":"dissertation","department":[{"_id":"63"}],"citation":{"ieee":"T. Knollmann, <i>Online Algorithms for Allocating Heterogeneous Resources</i>. 2023.","apa":"Knollmann, T. (2023). <i>Online Algorithms for Allocating Heterogeneous Resources</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1751\">https://doi.org/10.17619/UNIPB/1-1751</a>","chicago":"Knollmann, Till. <i>Online Algorithms for Allocating Heterogeneous Resources</i>, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1751\">https://doi.org/10.17619/UNIPB/1-1751</a>.","short":"T. Knollmann, Online Algorithms for Allocating Heterogeneous Resources, 2023.","mla":"Knollmann, Till. <i>Online Algorithms for Allocating Heterogeneous Resources</i>. 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1751\">10.17619/UNIPB/1-1751</a>.","bibtex":"@book{Knollmann_2023, title={Online Algorithms for Allocating Heterogeneous Resources}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1751\">10.17619/UNIPB/1-1751</a>}, author={Knollmann, Till}, year={2023} }","ama":"Knollmann T. <i>Online Algorithms for Allocating Heterogeneous Resources</i>.; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1751\">10.17619/UNIPB/1-1751</a>"},"supervisor":[{"full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","first_name":"Friedhelm","id":"15523"}],"project":[{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"grant_number":"160364472","_id":"5","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)"},{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}]},{"doi":"10.1021/acsphotonics.2c01967","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"date_updated":"2023-06-13T09:49:12Z","publication_status":"published","author":[{"full_name":"Hähnel, David","last_name":"Hähnel","first_name":"David"},{"last_name":"Förstner","first_name":"Jens","orcid":"0000-0001-7059-9862","full_name":"Förstner, Jens","id":"158"},{"id":"46371","full_name":"Myroshnychenko, Viktor","last_name":"Myroshnychenko","first_name":"Viktor"}],"publication_identifier":{"issn":["2330-4022","2330-4022"]},"year":"2023","title":"Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces","department":[{"_id":"61"},{"_id":"230"},{"_id":"429"}],"type":"journal_article","keyword":["tet_topic_meta"],"date_created":"2023-06-13T09:43:25Z","file":[{"content_type":"application/pdf","file_id":"45597","file_size":5382111,"access_level":"open_access","file_name":"2023-06 Hähnel - ACS Photonics - Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces.pdf","date_updated":"2023-06-13T09:48:17Z","relation":"main_file","date_created":"2023-06-13T09:48:17Z","creator":"fossie"}],"abstract":[{"text":"Dielectric metasurfaces provide a unique platform for efficient harmonic generation and optical wavefront manipulation at the nanoscale. Tailoring phase and amplitude of a nonlinearly generated wave with a high emission efficiency using resonance-based metasurfaces is a challenging task that often requires state-of-the-art numerical methods. Here, we propose a simple yet effective approach combining a sampling method with a Monte Carlo approach to design the third-harmonic wavefront generated by all-dielectric metasurfaces composed of elliptical silicon nanodisks. Using this approach, we theoretically demonstrate the full nonlinear 2π phase control with a uniform and highest possible amplitude in the considered parameter space, allowing us to design metasurfaces operating as third harmonic beam deflectors capable of steering light into a desired direction with high emission efficiency. The TH beam deflection with a record calculated average conversion efficiency of 1.2 × 10–1 W–2 is achieved. We anticipate that the proposed approach will be widely applied as alternative to commonly used optimization algorithms with higher complexity and implementation effort for the design of metasurfaces with other holographic functionalities.","lang":"eng"}],"publication":"ACS Photonics","ddc":["530"],"user_id":"158","_id":"45596","publisher":"American Chemical Society (ACS)","has_accepted_license":"1","status":"public","oa":"1","project":[{"name":"TRR 142 - B06: TRR 142 - Ultraschnelle kohärente opto-elektronische Kontrolle eines photonischen Quantensystems (B06*)","_id":"167","grant_number":"231447078"},{"_id":"55","name":"TRR 142 - B: TRR 142 - Project Area B"},{"_id":"53","grant_number":"231447078","name":"TRR 142: TRR 142 - Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten zu funktionellen Strukturen"},{"name":"TRR 142 - C05: TRR 142 - Nichtlineare optische Oberflächen basierend auf ZnO-plasmonischen Hybrid-Nanostrukturen (C05)","_id":"75","grant_number":"231447078"},{"_id":"56","name":"TRR 142 - C: TRR 142 - Project Area C"},{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"citation":{"ama":"Hähnel D, Förstner J, Myroshnychenko V. Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces. <i>ACS Photonics</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1021/acsphotonics.2c01967\">10.1021/acsphotonics.2c01967</a>","bibtex":"@article{Hähnel_Förstner_Myroshnychenko_2023, title={Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces}, DOI={<a href=\"https://doi.org/10.1021/acsphotonics.2c01967\">10.1021/acsphotonics.2c01967</a>}, journal={ACS Photonics}, publisher={American Chemical Society (ACS)}, author={Hähnel, David and Förstner, Jens and Myroshnychenko, Viktor}, year={2023} }","mla":"Hähnel, David, et al. “Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces.” <i>ACS Photonics</i>, American Chemical Society (ACS), 2023, doi:<a href=\"https://doi.org/10.1021/acsphotonics.2c01967\">10.1021/acsphotonics.2c01967</a>.","chicago":"Hähnel, David, Jens Förstner, and Viktor Myroshnychenko. “Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces.” <i>ACS Photonics</i>, 2023. <a href=\"https://doi.org/10.1021/acsphotonics.2c01967\">https://doi.org/10.1021/acsphotonics.2c01967</a>.","short":"D. Hähnel, J. Förstner, V. Myroshnychenko, ACS Photonics (2023).","apa":"Hähnel, D., Förstner, J., &#38; Myroshnychenko, V. (2023). Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces. <i>ACS Photonics</i>. <a href=\"https://doi.org/10.1021/acsphotonics.2c01967\">https://doi.org/10.1021/acsphotonics.2c01967</a>","ieee":"D. Hähnel, J. Förstner, and V. Myroshnychenko, “Efficient Modeling and Tailoring of Nonlinear Wavefronts in Dielectric Metasurfaces,” <i>ACS Photonics</i>, 2023, doi: <a href=\"https://doi.org/10.1021/acsphotonics.2c01967\">10.1021/acsphotonics.2c01967</a>."},"file_date_updated":"2023-06-13T09:48:17Z"},{"publication":"Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.","citation":{"bibtex":"@inproceedings{Hotegni_Mahabadi_Vakilian, title={Approximation Algorithms for Fair Range Clustering}, booktitle={Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.}, author={Hotegni, Sedjro Salomon and Mahabadi, Sepideh and Vakilian, Ali} }","ama":"Hotegni SS, Mahabadi S, Vakilian A. Approximation Algorithms for Fair Range Clustering. In: <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i>","mla":"Hotegni, Sedjro Salomon, et al. “Approximation Algorithms for Fair Range Clustering.” <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i>","chicago":"Hotegni, Sedjro Salomon, Sepideh Mahabadi, and Ali Vakilian. “Approximation Algorithms for Fair Range Clustering.” In <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i>, n.d.","short":"S.S. Hotegni, S. Mahabadi, A. Vakilian, in: Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023., n.d.","ieee":"S. S. Hotegni, S. Mahabadi, and A. Vakilian, “Approximation Algorithms for Fair Range Clustering,” presented at the International Conference on Machine Learning, Honolulu, Hawaii, USA.","apa":"Hotegni, S. S., Mahabadi, S., &#38; Vakilian, A. (n.d.). Approximation Algorithms for Fair Range Clustering. <i>Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.</i> International Conference on Machine Learning, Honolulu, Hawaii, USA."},"keyword":["Fair range clustering"],"type":"conference","department":[{"_id":"655"}],"oa":"1","date_created":"2023-06-20T22:29:33Z","publication_status":"accepted","date_updated":"2023-06-20T23:03:12Z","status":"public","title":"Approximation Algorithms for Fair Range Clustering","year":"2023","author":[{"id":"97995","first_name":"Sedjro Salomon","last_name":"Hotegni","full_name":"Hotegni, Sedjro Salomon"},{"full_name":"Mahabadi, Sepideh","last_name":"Mahabadi","first_name":"Sepideh"},{"first_name":"Ali","last_name":"Vakilian","full_name":"Vakilian, Ali"}],"conference":{"start_date":"2023-07-23","name":"International Conference on Machine Learning","location":"Honolulu, Hawaii, USA","end_date":"2023-07-29"},"user_id":"97995","main_file_link":[{"open_access":"1","url":"https://openreview.net/forum?id=gBoKJT5JhM"}],"language":[{"iso":"eng"}],"_id":"45695"},{"status":"public","title":"We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets","year":"2023","author":[{"full_name":"Hebrok, Sven Niclas","first_name":"Sven Niclas","last_name":"Hebrok","id":"55616"},{"last_name":"Nachtigall","first_name":"Simon","full_name":"Nachtigall, Simon"},{"full_name":"Maehren, Marcel","first_name":"Marcel","last_name":"Maehren"},{"first_name":"Nurullah","last_name":"Erinola","full_name":"Erinola, Nurullah"},{"full_name":"Merget, Robert","last_name":"Merget","first_name":"Robert"},{"id":"83504","full_name":"Somorovsky, Juraj","first_name":"Juraj","last_name":"Somorovsky","orcid":"0000-0002-3593-7720"},{"last_name":"Schwenk","first_name":"Jörg","full_name":"Schwenk, Jörg"}],"date_updated":"2023-06-21T06:49:56Z","main_file_link":[{"open_access":"1","url":"https://www.usenix.org/conference/usenixsecurity23/presentation/hebrok"}],"_id":"43060","language":[{"iso":"eng"}],"user_id":"83504","publication":"32nd USENIX Security Symposium","citation":{"ieee":"S. N. Hebrok <i>et al.</i>, “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets,” 2023.","apa":"Hebrok, S. N., Nachtigall, S., Maehren, M., Erinola, N., Merget, R., Somorovsky, J., &#38; Schwenk, J. (2023). We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets. <i>32nd USENIX Security Symposium</i>.","short":"S.N. Hebrok, S. Nachtigall, M. Maehren, N. Erinola, R. Merget, J. Somorovsky, J. Schwenk, in: 32nd USENIX Security Symposium, 2023.","chicago":"Hebrok, Sven Niclas, Simon Nachtigall, Marcel Maehren, Nurullah Erinola, Robert Merget, Juraj Somorovsky, and Jörg Schwenk. “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.” In <i>32nd USENIX Security Symposium</i>, 2023.","mla":"Hebrok, Sven Niclas, et al. “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.” <i>32nd USENIX Security Symposium</i>, 2023.","bibtex":"@inproceedings{Hebrok_Nachtigall_Maehren_Erinola_Merget_Somorovsky_Schwenk_2023, title={We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets}, booktitle={32nd USENIX Security Symposium}, author={Hebrok, Sven Niclas and Nachtigall, Simon and Maehren, Marcel and Erinola, Nurullah and Merget, Robert and Somorovsky, Juraj and Schwenk, Jörg}, year={2023} }","ama":"Hebrok SN, Nachtigall S, Maehren M, et al. We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets. In: <i>32nd USENIX Security Symposium</i>. ; 2023."},"date_created":"2023-03-22T08:15:42Z","type":"conference","oa":"1","department":[{"_id":"632"}]},{"place":"Bingley","citation":{"bibtex":"@inbook{Jonas-Ahrend_Vernholz_Temmen_2023, place={Bingley}, series={Advances in Research on Teaching, Vol.41}, title={Teaching Technologies: Continuous Interplay Between Educational and Industrial Advances}, volume={41}, DOI={<a href=\"https://doi.org/10.1108/s1479-368720230000041019\">10.1108/s1479-368720230000041019</a>}, booktitle={Teacher Education in the Wake of Covid-19 }, publisher={Emerald Publishing Limited}, author={Jonas-Ahrend, Gabriela and Vernholz, Mats and Temmen, Katrin}, editor={Craig, Cheryl J. and Mena, Juanjo and Kane, Ruth G.}, year={2023}, pages={175–191}, collection={Advances in Research on Teaching, Vol.41} }","ama":"Jonas-Ahrend G, Vernholz M, Temmen K. Teaching Technologies: Continuous Interplay Between Educational and Industrial Advances. In: Craig CJ, Mena J, Kane RG, eds. <i>Teacher Education in the Wake of Covid-19 </i>. Vol 41. Advances in Research on Teaching, Vol.41. Emerald Publishing Limited; 2023:175-191. doi:<a href=\"https://doi.org/10.1108/s1479-368720230000041019\">10.1108/s1479-368720230000041019</a>","mla":"Jonas-Ahrend, Gabriela, et al. “Teaching Technologies: Continuous Interplay Between Educational and Industrial Advances.” <i>Teacher Education in the Wake of Covid-19 </i>, edited by Cheryl J. Craig et al., vol. 41, Emerald Publishing Limited, 2023, pp. 175–91, doi:<a href=\"https://doi.org/10.1108/s1479-368720230000041019\">10.1108/s1479-368720230000041019</a>.","short":"G. Jonas-Ahrend, M. Vernholz, K. Temmen, in: C.J. Craig, J. Mena, R.G. Kane (Eds.), Teacher Education in the Wake of Covid-19 , Emerald Publishing Limited, Bingley, 2023, pp. 175–191.","chicago":"Jonas-Ahrend, Gabriela, Mats Vernholz, and Katrin Temmen. “Teaching Technologies: Continuous Interplay Between Educational and Industrial Advances.” In <i>Teacher Education in the Wake of Covid-19 </i>, edited by Cheryl J. Craig, Juanjo Mena, and Ruth G. Kane, 41:175–91. Advances in Research on Teaching, Vol.41. Bingley: Emerald Publishing Limited, 2023. <a href=\"https://doi.org/10.1108/s1479-368720230000041019\">https://doi.org/10.1108/s1479-368720230000041019</a>.","ieee":"G. Jonas-Ahrend, M. Vernholz, and K. Temmen, “Teaching Technologies: Continuous Interplay Between Educational and Industrial Advances,” in <i>Teacher Education in the Wake of Covid-19 </i>, vol. 41, C. J. Craig, J. Mena, and R. G. Kane, Eds. Bingley: Emerald Publishing Limited, 2023, pp. 175–191.","apa":"Jonas-Ahrend, G., Vernholz, M., &#38; Temmen, K. (2023). Teaching Technologies: Continuous Interplay Between Educational and Industrial Advances. In C. J. Craig, J. Mena, &#38; R. G. Kane (Eds.), <i>Teacher Education in the Wake of Covid-19 </i> (Vol. 41, pp. 175–191). Emerald Publishing Limited. <a href=\"https://doi.org/10.1108/s1479-368720230000041019\">https://doi.org/10.1108/s1479-368720230000041019</a>"},"file_date_updated":"2023-06-21T13:23:30Z","_id":"45552","publisher":"Emerald Publishing Limited","page":"175-191","volume":41,"editor":[{"full_name":"Craig, Cheryl J.","last_name":"Craig","first_name":"Cheryl J."},{"full_name":"Mena, Juanjo","first_name":"Juanjo","last_name":"Mena"},{"first_name":"Ruth G.","last_name":"Kane","full_name":"Kane, Ruth G."}],"user_id":"76955","ddc":["370","600"],"status":"public","has_accepted_license":"1","date_created":"2023-06-09T05:13:44Z","file":[{"creator":"maver001","date_created":"2023-06-09T05:24:00Z","file_size":376087,"access_level":"local","file_name":"Teaching Technologies_Continuous interplay between educational and industrial advances_JonasAhrend_Vernholz_Temmen.pdf","date_updated":"2023-06-21T13:23:30Z","relation":"main_file","content_type":"application/pdf","file_id":"45556"}],"department":[{"_id":"300"}],"type":"book_chapter","publication":"Teacher Education in the Wake of Covid-19 ","abstract":[{"text":"The field of teaching technologies is in constant interplay between educational and industrial advances. Since the beginning of the twenty-first century, digitalization and automatization have become increasingly important. In industrial and social life, we see similar fast-moving developments. These factors challenge education, specifically vocational education, greatly, and raise two very different, yet very much connected questions: how to prepare students for their vocational lives and how to prepare teachers to communicate the necessary competencies to their students? This chapter provides an overview of advances, challenges, and possible solutions, focusing on the three key fields of vocational education in Germany: Industry 4.0, Education 4.0, and innovative teacher education. Most importantly, however, the text examines the continuous interplay between and among these fields. The beginning of the chapter is dedicated to vocational teacher education, in accordance with industrial and educational advances. Specifying this, characteristics of Industry 4.0, as well as students' and teachers' perceptions of Industry 4.0, are discussed. This is followed by an introduction to the concept of so-called learning factories as a possible way of integrating aspects of Industry 4.0 in German vocational schools. The end of the chapter is dedicated to the required changes in educational settings today and in the future. Though Industry 4.0, Education 4.0, and innovative teacher education are each widely discussed in the current literature, the interplay of all three fields reveals a research gap. This chapter tries to close this gap and provide an important contribution to the research field.","lang":"eng"}],"language":[{"iso":"eng"}],"series_title":"Advances in Research on Teaching, Vol.41","doi":"10.1108/s1479-368720230000041019","author":[{"full_name":"Jonas-Ahrend, Gabriela","orcid":"0000-0003-3898-954X","first_name":"Gabriela","last_name":"Jonas-Ahrend","id":"77633"},{"full_name":"Vernholz, Mats","first_name":"Mats","orcid":"0000-0001-5175-357X","last_name":"Vernholz","id":"76955"},{"id":"30086","full_name":"Temmen, Katrin","first_name":"Katrin","last_name":"Temmen"}],"publication_identifier":{"isbn":["9781804554630"],"issn":["1479-3687"]},"year":"2023","title":"Teaching Technologies: Continuous Interplay Between Educational and Industrial Advances","intvolume":"        41","publication_status":"published","date_updated":"2023-06-21T13:23:31Z"},{"author":[{"id":"60267","first_name":"Uta","last_name":"Häsel-Weide","full_name":"Häsel-Weide, Uta"}],"status":"public","year":"2023","title":" Inklusiver Mathematikunterricht. Mathematiklernen in Vielfalt von Kompetenzen, Wegen und Lernsituationen","date_updated":"2023-06-22T09:34:13Z","language":[{"iso":"ger"}],"_id":"45712","publisher":"Friedrich Verlag","page":"6-11","user_id":"44184","citation":{"ieee":"U. Häsel-Weide, “ Inklusiver Mathematikunterricht. Mathematiklernen in Vielfalt von Kompetenzen, Wegen und Lernsituationen,” <i>Die Grundschulzeitschrift</i>, no. 339, pp. 6–11, 2023.","apa":"Häsel-Weide, U. (2023).  Inklusiver Mathematikunterricht. Mathematiklernen in Vielfalt von Kompetenzen, Wegen und Lernsituationen. <i>Die Grundschulzeitschrift</i>, <i>339</i>, 6–11.","short":"U. Häsel-Weide, Die Grundschulzeitschrift (2023) 6–11.","chicago":"Häsel-Weide, Uta. “ Inklusiver Mathematikunterricht. Mathematiklernen in Vielfalt von Kompetenzen, Wegen und Lernsituationen.” <i>Die Grundschulzeitschrift</i>, no. 339 (2023): 6–11.","mla":"Häsel-Weide, Uta. “ Inklusiver Mathematikunterricht. Mathematiklernen in Vielfalt von Kompetenzen, Wegen und Lernsituationen.” <i>Die Grundschulzeitschrift</i>, no. 339, Friedrich Verlag, 2023, pp. 6–11.","bibtex":"@article{Häsel-Weide_2023, title={ Inklusiver Mathematikunterricht. Mathematiklernen in Vielfalt von Kompetenzen, Wegen und Lernsituationen}, number={339}, journal={Die Grundschulzeitschrift}, publisher={Friedrich Verlag}, author={Häsel-Weide, Uta}, year={2023}, pages={6–11} }","ama":"Häsel-Weide U.  Inklusiver Mathematikunterricht. Mathematiklernen in Vielfalt von Kompetenzen, Wegen und Lernsituationen. <i>Die Grundschulzeitschrift</i>. 2023;(339):6-11."},"publication":"Die Grundschulzeitschrift","issue":"339","related_material":{"link":[{"relation":"other","url":"https://www.friedrich-verlag.de/grundschule/die-grundschulzeitschrift/mathematikunterricht-inklusiv-5991"}]},"date_created":"2023-06-22T09:28:22Z","department":[{"_id":"543"}],"type":"journal_article"},{"date_updated":"2023-06-22T09:34:18Z","author":[{"last_name":"Graf","first_name":"Lara Marie","full_name":"Graf, Lara Marie","id":"89837"},{"id":"61635","full_name":"Wienhues, Inga","first_name":"Inga","last_name":"Wienhues"},{"id":"60267","full_name":"Häsel-Weide, Uta","first_name":"Uta","last_name":"Häsel-Weide"}],"status":"public","title":"Addition und Subtraktion verstehen","year":"2023","user_id":"44184","_id":"45713","language":[{"iso":"ger"}],"publisher":"Friedrich Verlag","page":"20-23","related_material":{"link":[{"url":"https://www.friedrich-verlag.de/grundschule/die-grundschulzeitschrift/mathematikunterricht-inklusiv-5991","relation":"other"}]},"citation":{"ama":"Graf LM, Wienhues I, Häsel-Weide U. Addition und Subtraktion verstehen. <i>Die Grundschulzeitschrift</i>. 2023;(339):20-23.","bibtex":"@article{Graf_Wienhues_Häsel-Weide_2023, title={Addition und Subtraktion verstehen}, number={339}, journal={Die Grundschulzeitschrift}, publisher={Friedrich Verlag}, author={Graf, Lara Marie and Wienhues, Inga and Häsel-Weide, Uta}, year={2023}, pages={20–23} }","mla":"Graf, Lara Marie, et al. “Addition und Subtraktion verstehen.” <i>Die Grundschulzeitschrift</i>, no. 339, Friedrich Verlag, 2023, pp. 20–23.","short":"L.M. Graf, I. Wienhues, U. Häsel-Weide, Die Grundschulzeitschrift (2023) 20–23.","chicago":"Graf, Lara Marie, Inga Wienhues, and Uta Häsel-Weide. “Addition und Subtraktion verstehen.” <i>Die Grundschulzeitschrift</i>, no. 339 (2023): 20–23.","apa":"Graf, L. M., Wienhues, I., &#38; Häsel-Weide, U. (2023). Addition und Subtraktion verstehen. <i>Die Grundschulzeitschrift</i>, <i>339</i>, 20–23.","ieee":"L. M. Graf, I. Wienhues, and U. Häsel-Weide, “Addition und Subtraktion verstehen,” <i>Die Grundschulzeitschrift</i>, no. 339, pp. 20–23, 2023."},"publication":"Die Grundschulzeitschrift","issue":"339","department":[{"_id":"543"}],"type":"journal_article","date_created":"2023-06-22T09:33:59Z"},{"title":"Data-Driven Product Management: A Practitioner-Driven Research Agenda","year":"2023","status":"public","conference":{"name":"33rd CIRP Design Conference","location":"Sydney"},"author":[{"full_name":"Grigoryan, Khoren","first_name":"Khoren","last_name":"Grigoryan"},{"id":"66731","last_name":"Fichtler","orcid":"https://orcid.org/0000-0001-6034-4399","first_name":"Timm","full_name":"Fichtler, Timm"},{"full_name":"Schreiner, Nick","first_name":"Nick","last_name":"Schreiner"},{"full_name":"Rabe, Martin","first_name":"Martin","last_name":"Rabe"},{"first_name":"Melina","last_name":"Panzner","full_name":"Panzner, Melina","id":"72658"},{"first_name":"Arno","last_name":"Kühn","full_name":"Kühn, Arno"},{"id":"16190","last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"},{"last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","full_name":"Koldewey, Christian","id":"43136"}],"date_updated":"2023-06-27T13:57:42Z","language":[{"iso":"eng"}],"_id":"45793","user_id":"66731","publication":"Procedia CIRP 33","citation":{"chicago":"Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” In <i>Procedia CIRP 33</i>, 2023.","short":"K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R. Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023.","ama":"Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management: A Practitioner-Driven Research Agenda. In: <i>Procedia CIRP 33</i>. ; 2023.","bibtex":"@inproceedings{Grigoryan_Fichtler_Schreiner_Rabe_Panzner_Kühn_Dumitrescu_Koldewey_2023, title={Data-Driven Product Management: A Practitioner-Driven Research Agenda}, booktitle={Procedia CIRP 33}, author={Grigoryan, Khoren and Fichtler, Timm and Schreiner, Nick and Rabe, Martin and Panzner, Melina and Kühn, Arno and Dumitrescu, Roman and Koldewey, Christian}, year={2023} }","apa":"Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A., Dumitrescu, R., &#38; Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven Research Agenda. <i>Procedia CIRP 33</i>. 33rd CIRP Design Conference, Sydney.","mla":"Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” <i>Procedia CIRP 33</i>, 2023.","ieee":"K. Grigoryan <i>et al.</i>, “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023."},"abstract":[{"lang":"eng","text":"The global megatrends of digitization and sustainability lead to new challenges for the design and management of technical products in industrial companies. Product management - as the bridge between market and company - has the task to absorb and combine the manifold requirements and make the right product-related decisions. In the process, product management is confronted with heterogeneous information, rapidly changing portfolio components, as well as increasing product, and organizational complexity. Combining and utilizing data from different sources, e.g., product usage data and social media data leads to promising potentials to improve the quality of product-related decisions. In this paper, we reinforce the need for data-driven product management as an interdisciplinary field of action. The state of data-driven product management in practice was analyzed by conducting workshops with six manufacturing companies and hosting a focus group meeting with experts from different industries. We investigate the expectations and derive requirements leading us to open research questions, a vision for data-driven product management, and a research agenda to shape future research efforts."}],"date_created":"2023-06-27T13:46:45Z","keyword":["Product Management","Data Analytics","Data-Driven Design","Product-related data","Lifecycle Data","Tool-support"],"type":"conference","department":[{"_id":"563"},{"_id":"241"}]},{"date_created":"2023-06-28T11:18:12Z","type":"conference","keyword":["Digital Platform","Platform Strategy","Strategic Management","Platform Life Cycle","Interview Study","Business Model","Business-to-Business","Two-sided Market","Multi-sided Market"],"department":[{"_id":"563"}],"citation":{"apa":"Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., &#38; Dumitrescu, R. (2023). <i>Interview Study on Strategy Options for Platform Operation in B2B Markets</i>. ISPIM Innovation Conference, Ljubljana.","ieee":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.","short":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023.","chicago":"Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B Markets,” 2023.","mla":"Özcan, Leon, et al. <i>Interview Study on Strategy Options for Platform Operation in B2B Markets</i>. 2023.","ama":"Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on Strategy Options for Platform Operation in B2B Markets. In: ; 2023.","bibtex":"@inproceedings{Özcan_Fichtler_Kasten_Koldewey_Dumitrescu_2023, title={Interview Study on Strategy Options for Platform Operation in B2B Markets}, author={Özcan, Leon and Fichtler, Timm and Kasten, Benjamin and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }"},"language":[{"iso":"eng"}],"_id":"45812","user_id":"66731","year":"2023","status":"public","title":"Interview Study on Strategy Options for Platform Operation in B2B Markets","author":[{"last_name":"Özcan","first_name":"Leon","full_name":"Özcan, Leon","id":"45137"},{"full_name":"Fichtler, Timm","last_name":"Fichtler","first_name":"Timm","orcid":"https://orcid.org/0000-0001-6034-4399","id":"66731"},{"last_name":"Kasten","first_name":"Benjamin","full_name":"Kasten, Benjamin"},{"full_name":"Koldewey, Christian","first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","id":"43136"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"conference":{"location":"Ljubljana","name":"ISPIM Innovation Conference"},"date_updated":"2023-06-28T11:18:31Z"},{"status":"public","conference":{"name":"20th Extended Semantic Web Conference","start_date":"2023-05-28","location":"Hersonissos, Crete, Greece","end_date":"2023-06-01"},"user_id":"11871","editor":[{"first_name":"Catia","last_name":"Pesquita","full_name":"Pesquita, Catia"},{"first_name":"Ernesto","last_name":"Jimenez-Ruiz","full_name":"Jimenez-Ruiz, Ernesto"},{"first_name":"Jamie","last_name":"McCusker","full_name":"McCusker, Jamie"},{"first_name":"Daniel","last_name":"Faria","full_name":"Faria, Daniel"},{"full_name":"Dragoni, Mauro","first_name":"Mauro","last_name":"Dragoni"},{"full_name":"Dimou, Anastasia","first_name":"Anastasia","last_name":"Dimou"},{"full_name":"Troncy, Raphael","last_name":"Troncy","first_name":"Raphael"},{"last_name":"Hertling","first_name":"Sven","full_name":"Hertling, Sven"}],"volume":13870,"page":"209 - 226","publisher":"Springer International Publishing","_id":"33734","project":[{"_id":"410","name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale"},{"name":"ENEXA: Efficient Explainable Learning on Knowledge Graphs","_id":"407","grant_number":"101070305"},{"name":"SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems","_id":"285","grant_number":"NW21-059D"}],"citation":{"ieee":"N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis,” in <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>, Hersonissos, Crete, Greece, 2023, vol. 13870, pp. 209–226, doi: <a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>.","apa":"KOUAGOU, N. J., Heindorf, S., Demir, C., &#38; Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis. In C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, &#38; S. Hertling (Eds.), <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i> (Vol. 13870, pp. 209–226). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>","chicago":"KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis.” In <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>, edited by Catia Pesquita, Ernesto Jimenez-Ruiz, Jamie McCusker, Daniel Faria, Mauro Dragoni, Anastasia Dimou, Raphael Troncy, and Sven Hertling, 13870:209–26. Springer International Publishing, 2023. <a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>.","short":"N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Springer International Publishing, 2023, pp. 209–226.","mla":"KOUAGOU, N’Dah Jean, et al. “Neural Class Expression Synthesis.” <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>, edited by Catia Pesquita et al., vol. 13870, Springer International Publishing, 2023, pp. 209–26, doi:<a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>.","bibtex":"@inproceedings{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title={Neural Class Expression Synthesis}, volume={13870}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>}, booktitle={The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)}, publisher={Springer International Publishing}, author={KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, editor={Pesquita, Catia and Jimenez-Ruiz, Ernesto and McCusker, Jamie and Faria, Daniel and Dragoni, Mauro and Dimou, Anastasia and Troncy, Raphael and Hertling, Sven}, year={2023}, pages={209–226} }","ama":"KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. <i>The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)</i>. Vol 13870. Springer International Publishing; 2023:209-226. doi:<a href=\"https://doi.org/10.1007/978-3-031-33455-9_13\">https://doi.org/10.1007/978-3-031-33455-9_13</a>"},"oa":"1","external_id":{"unknown":["https://link.springer.com/chapter/10.1007/978-3-031-33455-9_13"]},"date_updated":"2023-07-02T18:10:02Z","publication_status":"published","intvolume":"     13870","title":"Neural Class Expression Synthesis","year":"2023","publication_identifier":{"unknown":["978-3-031-33455-9"]},"author":[{"full_name":"KOUAGOU, N'Dah Jean","first_name":"N'Dah Jean","last_name":"KOUAGOU","id":"87189"},{"full_name":"Heindorf, Stefan","first_name":"Stefan","orcid":"0000-0002-4525-6865","last_name":"Heindorf","id":"11871"},{"id":"43817","full_name":"Demir, Caglar","first_name":"Caglar","last_name":"Demir"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"doi":"https://doi.org/10.1007/978-3-031-33455-9_13","main_file_link":[{"url":"https://2023.eswc-conferences.org/wp-content/uploads/2023/05/paper_Kouagou_2023_Neural.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Many applications require explainable node classification in knowledge graphs. Towards this end, a popular ``white-box'' approach is class expression learning: Given sets of positive and negative nodes, class expressions in description logics are learned that separate positive from negative nodes. Most existing approaches are search-based approaches generating many candidate class expressions and selecting the best one. However, they often take a long time to find suitable class expressions. In this paper, we cast class expression learning as a translation problem and propose a new family of class expression learning approaches which we dub neural class expression synthesizers. Training examples are ``translated'' into class expressions in a fashion akin to machine translation. Consequently, our synthesizers are not subject to the runtime limitations of search-based approaches. We study three instances of this novel family of approaches based on LSTMs, GRUs, and set transformers, respectively. An evaluation of our approach on four benchmark datasets suggests that it can effectively synthesize high-quality class expressions with respect to the input examples in approximately one second on average. Moreover, a comparison to state-of-the-art approaches suggests that we achieve better F-measures on large datasets. For reproducibility purposes, we provide our implementation as well as pretrained models in our public GitHub repository at https://github.com/dice-group/NeuralClassExpressionSynthesis"}],"publication":"The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)","type":"conference","keyword":["Neural network","Concept learning","Description logics"],"department":[{"_id":"574"},{"_id":"760"}],"date_created":"2022-10-15T19:20:11Z"},{"supervisor":[{"full_name":"Geierhos, Michaela","first_name":"Michaela","last_name":"Geierhos","orcid":"0000-0002-8180-5606","id":"42496"}],"citation":{"chicago":"Kersting, Joschka. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Neubiberg: Universität der Bundeswehr München , 2023.","short":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023.","ieee":"J. Kersting, <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Neubiberg: Universität der Bundeswehr München , 2023.","apa":"Kersting, J. (2023). <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München .","bibtex":"@book{Kersting_2023, place={Neubiberg}, title={Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining}, publisher={Universität der Bundeswehr München }, author={Kersting, Joschka}, year={2023} }","ama":"Kersting J. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München ; 2023.","mla":"Kersting, Joschka. <i>Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining</i>. Universität der Bundeswehr München , 2023."},"related_material":{"link":[{"relation":"supplementary_material","url":"https://athene-forschung.unibw.de/145003"}]},"abstract":[{"text":"Reading between the lines has so far been reserved for humans. The present dissertation addresses this research gap using machine learning methods.\r\nImplicit expressions are not comprehensible by computers and cannot be localized in the text. However, many texts arise on interpersonal topics that, unlike commercial evaluation texts, often imply information only by means of longer phrases. Examples are the kindness and the attentiveness of a doctor, which are only paraphrased (“he didn’t even look me in the eye”). The analysis of such data, especially the identification and localization of implicit statements, is a research gap (1). This work uses so-called Aspect-based Sentiment Analysis as a method for this purpose. It remains open how the aspect categories to be extracted can be discovered and thematically delineated based on the data (2). Furthermore, it is not yet explored how a collection of tools should look like, with which implicit phrases can be identified and thus made explicit\r\n(3). Last, it is an open question how to correlate the identified phrases from the text data with other data, including the investigation of the relationship between quantitative scores (e.g., school grades) and the thematically related text (4). Based on these research gaps, the research question is posed as follows: Using text mining methods, how can implicit rating content be properly interpreted and thus made explicit before it is automatically categorized and quantified?\r\nThe uniqueness of this dissertation is based on the automated recognition of implicit linguistic statements alongside explicit statements. These are identified in unstructured text data so that features expressed only in the text can later be compared across data sources, even though they were not included in rating categories such as stars or school grades. German-language physician ratings from websites in three countries serve as the sample domain. The solution approach consists of data creation, a pipeline for text processing and analyses based on this. In the data creation, aspect classes are identified and delineated across platforms and marked in text data. This results in six datasets with over 70,000 annotated sentences and detailed guidelines. The models that were created based on the training data extract and categorize the aspects. In addition, the sentiment polarity and the evaluation weight, i. e., the importance of each phrase, are determined. The models, which are combined in a pipeline, are used in a prototype in the form of a web application. The analyses built on the pipeline quantify the rating contents by linking the obtained information with further data, thus allowing new insights.\r\nAs a result, a toolbox is provided to identify quantifiable rating content and categories using text mining for a sample domain. This is used to evaluate the approach, which in principle can also be adapted to any other domain.","lang":"eng"}],"project":[{"name":"SFB 901: SFB 901","grant_number":"160364472","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"9","grant_number":"160364472","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"place":"Neubiberg","date_created":"2023-05-02T12:54:00Z","type":"dissertation","department":[{"_id":"579"},{"_id":"7"}],"status":"public","year":"2023","title":"Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining","author":[{"id":"58701","last_name":"Kersting","first_name":"Joschka","full_name":"Kersting, Joschka"}],"date_updated":"2023-07-03T12:29:50Z","publication_status":"published","page":"208","_id":"44323","language":[{"iso":"ger"}],"publisher":"Universität der Bundeswehr München ","user_id":"58701"}]