[{"title":"Explaining voice characteristics to novice voice practitioners-How successful is it?","year":"2023","author":[{"full_name":"Wiechmann, Jana","first_name":"Jana","last_name":"Wiechmann"},{"id":"72602","full_name":"Rautenberg, Frederik","last_name":"Rautenberg","first_name":"Frederik"},{"full_name":"Wagner, Petra","last_name":"Wagner","first_name":"Petra"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"}],"date_updated":"2023-11-22T13:44:59Z","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"publication":"20th International Congress of the Phonetic Sciences (ICPhS) ","file":[{"file_name":"188.pdf","file_size":209980,"access_level":"closed","relation":"main_file","date_updated":"2023-10-24T08:03:27Z","file_id":"48413","success":1,"content_type":"application/pdf","creator":"frra","date_created":"2023-10-24T08:03:27Z"}],"date_created":"2023-10-24T08:05:40Z","type":"conference","department":[{"_id":"54"},{"_id":"660"}],"status":"public","conference":{"end_date":"2023-08-11","start_date":"2023-08-07"},"has_accepted_license":"1","_id":"48410","user_id":"72602","ddc":["040"],"file_date_updated":"2023-10-24T08:03:27Z","citation":{"ieee":"J. Wiechmann, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Explaining voice characteristics to novice voice practitioners-How successful is it?,” 2023.","apa":"Wiechmann, J., Rautenberg, F., Wagner, P., &#38; Haeb-Umbach, R. (2023). Explaining voice characteristics to novice voice practitioners-How successful is it? <i>20th International Congress of the Phonetic Sciences (ICPhS) </i>.","chicago":"Wiechmann, Jana, Frederik Rautenberg, Petra Wagner, and Reinhold Haeb-Umbach. “Explaining Voice Characteristics to Novice Voice Practitioners-How Successful Is It?” In <i>20th International Congress of the Phonetic Sciences (ICPhS) </i>, 2023.","short":"J. Wiechmann, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 20th International Congress of the Phonetic Sciences (ICPhS) , 2023.","mla":"Wiechmann, Jana, et al. “Explaining Voice Characteristics to Novice Voice Practitioners-How Successful Is It?” <i>20th International Congress of the Phonetic Sciences (ICPhS) </i>, 2023.","bibtex":"@inproceedings{Wiechmann_Rautenberg_Wagner_Haeb-Umbach_2023, title={Explaining voice characteristics to novice voice practitioners-How successful is it?}, booktitle={20th International Congress of the Phonetic Sciences (ICPhS) }, author={Wiechmann, Jana and Rautenberg, Frederik and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2023} }","ama":"Wiechmann J, Rautenberg F, Wagner P, Haeb-Umbach R. Explaining voice characteristics to novice voice practitioners-How successful is it? In: <i>20th International Congress of the Phonetic Sciences (ICPhS) </i>. ; 2023."},"project":[{"_id":"129","grant_number":"438445824","name":"TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika (Teilprojekt C06)"}],"oa":"1"},{"place":"Cham","date_created":"2023-11-02T10:04:19Z","department":[{"_id":"424"},{"_id":"660"}],"type":"conference","citation":{"mla":"Peters, Tobias Martin, and Roel W. Visser. “The Importance of Distrust in AI.” <i>Communications in Computer and Information Science</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>.","ama":"Peters TM, Visser RW. The Importance of Distrust in AI. In: <i>Communications in Computer and Information Science</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>","bibtex":"@inproceedings{Peters_Visser_2023, place={Cham}, title={The Importance of Distrust in AI}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Peters, Tobias Martin and Visser, Roel W.}, year={2023} }","apa":"Peters, T. M., &#38; Visser, R. W. (2023). The Importance of Distrust in AI. <i>Communications in Computer and Information Science</i>. <a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">https://doi.org/10.1007/978-3-031-44070-0_15</a>","ieee":"T. M. Peters and R. W. Visser, “The Importance of Distrust in AI,” 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">10.1007/978-3-031-44070-0_15</a>.","short":"T.M. Peters, R.W. Visser, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2023.","chicago":"Peters, Tobias Martin, and Roel W. Visser. “The Importance of Distrust in AI.” In <i>Communications in Computer and Information Science</i>. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-44070-0_15\">https://doi.org/10.1007/978-3-031-44070-0_15</a>."},"publication":"Communications in Computer and Information Science","project":[{"name":"TRR 318 - C1: TRR 318 - Subproject C1","_id":"124"}],"_id":"48595","language":[{"iso":"eng"}],"publisher":"Springer Nature Switzerland","doi":"10.1007/978-3-031-44070-0_15","user_id":"92810","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783031440694","9783031440700"]},"author":[{"id":"92810","full_name":"Peters, Tobias Martin","orcid":"0009-0008-5193-6243","first_name":"Tobias Martin","last_name":"Peters"},{"full_name":"Visser, Roel W.","last_name":"Visser","first_name":"Roel W."}],"title":"The Importance of Distrust in AI","status":"public","year":"2023","date_updated":"2023-11-24T11:59:49Z","publication_status":"published"},{"user_id":"55908","doi":"10.1007/s10994-023-06385-y","publisher":"Springer Science and Business Media LLC","_id":"48777","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2023-11-10T14:24:27Z","title":"Incremental permutation feature importance (iPFI): towards online explanations on data streams","year":"2023","status":"public","author":[{"full_name":"Fumagalli, Fabian","first_name":"Fabian","last_name":"Fumagalli"},{"last_name":"Muschalik","first_name":"Maximilian","full_name":"Muschalik, Maximilian"},{"last_name":"Hüllermeier","first_name":"Eyke","full_name":"Hüllermeier, Eyke"},{"full_name":"Hammer, Barbara","last_name":"Hammer","first_name":"Barbara"}],"publication_identifier":{"issn":["0885-6125","1573-0565"]},"keyword":["Artificial Intelligence","Software"],"type":"journal_article","department":[{"_id":"424"},{"_id":"660"}],"date_created":"2023-11-10T14:15:36Z","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>Explainable artificial intelligence has mainly focused on static learning scenarios so far. We are interested in dynamic scenarios where data is sampled progressively, and learning is done in an incremental rather than a batch mode. We seek efficient incremental algorithms for computing feature importance (FI). Permutation feature importance (PFI) is a well-established model-agnostic measure to obtain global FI based on feature marginalization of absent features. We propose an efficient, model-agnostic algorithm called iPFI to estimate this measure incrementally and under dynamic modeling conditions including concept drift. We prove theoretical guarantees on the approximation quality in terms of expectation and variance. To validate our theoretical findings and the efficacy of our approaches in incremental scenarios dealing with streaming data rather than traditional batch settings, we conduct multiple experimental studies on benchmark data with and without concept drift.</jats:p>"}],"publication":"Machine Learning","citation":{"apa":"Fumagalli, F., Muschalik, M., Hüllermeier, E., &#38; Hammer, B. (2023). Incremental permutation feature importance (iPFI): towards online explanations on data streams. <i>Machine Learning</i>. <a href=\"https://doi.org/10.1007/s10994-023-06385-y\">https://doi.org/10.1007/s10994-023-06385-y</a>","mla":"Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” <i>Machine Learning</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s10994-023-06385-y\">10.1007/s10994-023-06385-y</a>.","ieee":"F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” <i>Machine Learning</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s10994-023-06385-y\">10.1007/s10994-023-06385-y</a>.","chicago":"Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” <i>Machine Learning</i>, 2023. <a href=\"https://doi.org/10.1007/s10994-023-06385-y\">https://doi.org/10.1007/s10994-023-06385-y</a>.","short":"F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning (2023).","ama":"Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. <i>Machine Learning</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s10994-023-06385-y\">10.1007/s10994-023-06385-y</a>","bibtex":"@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental permutation feature importance (iPFI): towards online explanations on data streams}, DOI={<a href=\"https://doi.org/10.1007/s10994-023-06385-y\">10.1007/s10994-023-06385-y</a>}, journal={Machine Learning}, publisher={Springer Science and Business Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023} }"}},{"publication":"International Conference on Computer Ethics 2023","issue":"1","type":"conference","department":[{"_id":"14"},{"_id":"660"}],"date_created":"2023-05-16T00:21:24Z","publication_status":"published","date_updated":"2023-12-20T13:35:13Z","intvolume":"         1","title":"What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection ","year":"2023","author":[{"full_name":"Alpsancar, Suzana","first_name":"Suzana","last_name":"Alpsancar","id":"93637"}],"main_file_link":[{"url":"https://journals.library.iit.edu/index.php/CEPE2023/article/view/227","open_access":"1"}],"language":[{"iso":"eng"}],"quality_controlled":"1","project":[{"name":"TRR 318 - B06: TRR 318 - Ethik und Normativität der erklärbaren KI (Teilprojekt B06)","_id":"370","grant_number":"438445824"}],"citation":{"bibtex":"@inproceedings{Alpsancar_2023, title={What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection }, volume={1}, number={1}, booktitle={International Conference on Computer Ethics 2023}, author={Alpsancar, Suzana}, year={2023}, pages={1--17} }","chicago":"Alpsancar, Suzana. “What Is AI Ethics? Ethics as Means of Self-Regulation and the Need for Critical Reflection .” In <i>International Conference on Computer Ethics 2023</i>, 1:1--17, 2023.","short":"S. Alpsancar, in: International Conference on Computer Ethics 2023, 2023, pp. 1--17.","ama":"Alpsancar S. What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection . In: <i>International Conference on Computer Ethics 2023</i>. Vol 1. ; 2023:1--17.","ieee":"S. Alpsancar, “What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection ,” in <i>International Conference on Computer Ethics 2023</i>, Chicago, Illinois, 2023, vol. 1, no. 1, pp. 1--17.","apa":"Alpsancar, S. (2023). What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection . <i>International Conference on Computer Ethics 2023</i>, <i>1</i>(1), 1--17.","mla":"Alpsancar, Suzana. “What Is AI Ethics? Ethics as Means of Self-Regulation and the Need for Critical Reflection .” <i>International Conference on Computer Ethics 2023</i>, vol. 1, no. 1, 2023, pp. 1--17."},"oa":"1","status":"public","conference":{"start_date":"2023-05-16","name":"International Conference on Computer Ethics ","location":"Chicago, Illinois","end_date":"2023-05-18"},"user_id":"93637","volume":1,"page":"1--17","_id":"44853"},{"status":"public","page":"646-655","_id":"51345","publisher":"SAGE Publications","user_id":"54779","volume":45,"citation":{"mla":"Schulz, Christian. “A New Algorithmic Imaginary.” <i>Media, Culture &#38; Society</i>, vol. 45, no. 3, SAGE Publications, 2023, pp. 646–55, doi:<a href=\"https://doi.org/10.1177/01634437221136014\">10.1177/01634437221136014</a>.","bibtex":"@article{Schulz_2023, title={A new algorithmic imaginary}, volume={45}, DOI={<a href=\"https://doi.org/10.1177/01634437221136014\">10.1177/01634437221136014</a>}, number={3}, journal={Media, Culture &#38; Society}, publisher={SAGE Publications}, author={Schulz, Christian}, year={2023}, pages={646–655} }","ama":"Schulz C. A new algorithmic imaginary. <i>Media, Culture &#38; Society</i>. 2023;45(3):646-655. doi:<a href=\"https://doi.org/10.1177/01634437221136014\">10.1177/01634437221136014</a>","ieee":"C. Schulz, “A new algorithmic imaginary,” <i>Media, Culture &#38; Society</i>, vol. 45, no. 3, pp. 646–655, 2023, doi: <a href=\"https://doi.org/10.1177/01634437221136014\">10.1177/01634437221136014</a>.","apa":"Schulz, C. (2023). A new algorithmic imaginary. <i>Media, Culture &#38; Society</i>, <i>45</i>(3), 646–655. <a href=\"https://doi.org/10.1177/01634437221136014\">https://doi.org/10.1177/01634437221136014</a>","short":"C. Schulz, Media, Culture &#38; Society 45 (2023) 646–655.","chicago":"Schulz, Christian. “A New Algorithmic Imaginary.” <i>Media, Culture &#38; Society</i> 45, no. 3 (2023): 646–55. <a href=\"https://doi.org/10.1177/01634437221136014\">https://doi.org/10.1177/01634437221136014</a>."},"project":[{"_id":"122","name":"TRR 318 - B3: TRR 318 - Subproject B3"}],"title":"A new algorithmic imaginary","year":"2023","author":[{"full_name":"Schulz, Christian","last_name":"Schulz","first_name":"Christian","id":"72684"}],"publication_identifier":{"issn":["0163-4437","1460-3675"]},"publication_status":"published","date_updated":"2024-02-26T08:39:45Z","intvolume":"        45","language":[{"iso":"eng"}],"doi":"10.1177/01634437221136014","publication":"Media, Culture & Society","issue":"3","abstract":[{"lang":"eng","text":"<jats:p> The algorithmic imaginary as a theoretical concept has received increasing attention in recent years as it aims at users’ appropriation of algorithmic processes operating in opacity. But the concept originally only starts from the users’ point of view, while the processes on the platforms’ side are largely left out. In contrast, this paper argues that what is true for users is also valid for algorithmic processes and the designers behind. On the one hand, the algorithm imagines users’ future behavior via machine learning, which is supposed to predict all their future actions. On the other hand, the designers anticipate different actions that could potentially performed by users with every new implementation of features such as social media feeds. In order to bring into view this permanently reciprocal interplay coupled to the imaginary, in which not only the users are involved, I will argue for a more comprehensive and theoretically precise algorithmic imaginary referring to the theory of Cornelius Castoriadis. In such a perspective, an important contribution can be formulated for a theory of social media platforms that goes beyond praxeocentrism or structural determinism. </jats:p>"}],"date_created":"2024-02-14T09:21:17Z","type":"journal_article","keyword":["Sociology and Political Science","Communication"],"department":[{"_id":"660"}]},{"citation":{"apa":"Johnson, D., Hakobyan, O., &#38; Drimalla, H. (2023). <i>Towards Interpretability in Audio and Visual Affective Machine Learning: A Review</i>.","ieee":"D. Johnson, O. Hakobyan, and H. Drimalla, “Towards Interpretability in Audio and Visual Affective Machine Learning: A Review.” 2023.","chicago":"Johnson, David , Olya Hakobyan, and Hanna Drimalla. “Towards Interpretability in Audio and Visual Affective Machine Learning: A Review,” 2023.","short":"D. Johnson, O. Hakobyan, H. Drimalla, (2023).","mla":"Johnson, David, et al. <i>Towards Interpretability in Audio and Visual Affective Machine Learning: A Review</i>. 2023.","ama":"Johnson D, Hakobyan O, Drimalla H. Towards Interpretability in Audio and Visual Affective Machine Learning: A Review. Published online 2023.","bibtex":"@article{Johnson_Hakobyan_Drimalla_2023, title={Towards Interpretability in Audio and Visual Affective Machine Learning: A Review}, author={Johnson, David  and Hakobyan, Olya and Drimalla, Hanna}, year={2023} }"},"abstract":[{"text":"Machine learning is frequently used in affective computing, but presents challenges due the opacity of state-of-the-art machine learning methods. Because of the impact affective machine learning systems may have on an individual's life, it is important that models be made transparent to detect and mitigate biased decision making. In this regard, affective machine learning could benefit from the recent advancements in explainable artificial intelligence (XAI) research. We perform a structured literature review to examine the use of interpretability in the context of affective machine learning. We focus on studies using audio, visual, or audiovisual data for model training and identified 29 research articles. Our findings show an emergence of the use of interpretability methods in the last five years. However, their use is currently limited regarding the range of methods used, the depth of evaluations, and the consideration of use-cases. We outline the main gaps in the research and provide recommendations for researchers that aim to implement interpretable methods for affective machine learning.","lang":"eng"}],"project":[{"name":"TRR 318 - A: TRR 318 - Project Area A","_id":"110"}],"date_created":"2024-02-18T10:52:36Z","type":"preprint","department":[{"_id":"660"}],"title":"Towards Interpretability in Audio and Visual Affective Machine Learning: A Review","year":"2023","status":"public","author":[{"last_name":"Johnson","first_name":"David ","full_name":"Johnson, David "},{"full_name":"Hakobyan, Olya","last_name":"Hakobyan","first_name":"Olya"},{"first_name":"Hanna","last_name":"Drimalla","full_name":"Drimalla, Hanna"}],"date_updated":"2024-02-26T08:43:01Z","_id":"51372","language":[{"iso":"eng"}],"user_id":"54779"},{"citation":{"ieee":"B. Richter <i>et al.</i>, “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study,” <i>Multimodal Technologies and Interaction</i>, vol. 7, no. 4, Art. no. 37, 2023, doi: <a href=\"https://doi.org/10.3390/mti7040037\">10.3390/mti7040037</a>.","apa":"Richter, B., Putze, F., Ivucic, G., Brandt, M., Schütze, C., Reisenhofer, R., Wrede, B., &#38; Schultz, T. (2023). EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study. <i>Multimodal Technologies and Interaction</i>, <i>7</i>(4), Article 37. <a href=\"https://doi.org/10.3390/mti7040037\">https://doi.org/10.3390/mti7040037</a>","short":"B. Richter, F. Putze, G. Ivucic, M. Brandt, C. Schütze, R. Reisenhofer, B. Wrede, T. Schultz, Multimodal Technologies and Interaction 7 (2023).","chicago":"Richter, Birte, Felix Putze, Gabriel Ivucic, Mara Brandt, Christian Schütze, Rafael Reisenhofer, Britta Wrede, and Tanja Schultz. “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study.” <i>Multimodal Technologies and Interaction</i> 7, no. 4 (2023). <a href=\"https://doi.org/10.3390/mti7040037\">https://doi.org/10.3390/mti7040037</a>.","mla":"Richter, Birte, et al. “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study.” <i>Multimodal Technologies and Interaction</i>, vol. 7, no. 4, 37, MDPI AG, 2023, doi:<a href=\"https://doi.org/10.3390/mti7040037\">10.3390/mti7040037</a>.","bibtex":"@article{Richter_Putze_Ivucic_Brandt_Schütze_Reisenhofer_Wrede_Schultz_2023, title={EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study}, volume={7}, DOI={<a href=\"https://doi.org/10.3390/mti7040037\">10.3390/mti7040037</a>}, number={437}, journal={Multimodal Technologies and Interaction}, publisher={MDPI AG}, author={Richter, Birte and Putze, Felix and Ivucic, Gabriel and Brandt, Mara and Schütze, Christian and Reisenhofer, Rafael and Wrede, Britta and Schultz, Tanja}, year={2023} }","ama":"Richter B, Putze F, Ivucic G, et al. EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study. <i>Multimodal Technologies and Interaction</i>. 2023;7(4). doi:<a href=\"https://doi.org/10.3390/mti7040037\">10.3390/mti7040037</a>"},"project":[{"name":"TRR 318 - A3: TRR 318 - Subproject A3","_id":"113"},{"name":"TRR 318 - A05: TRR 318 - Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog (Teilprojekt A05)","_id":"115","grant_number":"438445824"}],"_id":"51371","publisher":"MDPI AG","volume":7,"user_id":"54779","status":"public","date_created":"2024-02-18T10:45:53Z","department":[{"_id":"660"}],"type":"journal_article","keyword":["Computer Networks and Communications","Computer Science Applications","Human-Computer Interaction","Neuroscience (miscellaneous)"],"issue":"4","publication":"Multimodal Technologies and Interaction","abstract":[{"text":"<jats:p>In this paper, we investigate the effect of distractions and hesitations as a scaffolding strategy. Recent research points to the potential beneficial effects of a speaker’s hesitations on the listeners’ comprehension of utterances, although results from studies on this issue indicate that humans do not make strategic use of them. The role of hesitations and their communicative function in human-human interaction is a much-discussed topic in current research. To better understand the underlying cognitive processes, we developed a human–robot interaction (HRI) setup that allows the measurement of the electroencephalogram (EEG) signals of a human participant while interacting with a robot. We thereby address the research question of whether we find effects on single-trial EEG based on the distraction and the corresponding robot’s hesitation scaffolding strategy. To carry out the experiments, we leverage our LabLinking method, which enables interdisciplinary joint research between remote labs. This study could not have been conducted without LabLinking, as the two involved labs needed to combine their individual expertise and equipment to achieve the goal together. The results of our study indicate that the EEG correlates in the distracted condition are different from the baseline condition without distractions. Furthermore, we could differentiate the EEG correlates of distraction with and without a hesitation scaffolding strategy. This proof-of-concept study shows that LabLinking makes it possible to conduct collaborative HRI studies in remote laboratories and lays the first foundation for more in-depth research into robotic scaffolding strategies.</jats:p>","lang":"eng"}],"language":[{"iso":"eng"}],"article_number":"37","doi":"10.3390/mti7040037","publication_identifier":{"issn":["2414-4088"]},"author":[{"full_name":"Richter, Birte","last_name":"Richter","first_name":"Birte"},{"last_name":"Putze","first_name":"Felix","full_name":"Putze, Felix"},{"full_name":"Ivucic, Gabriel","last_name":"Ivucic","first_name":"Gabriel"},{"full_name":"Brandt, Mara","first_name":"Mara","last_name":"Brandt"},{"first_name":"Christian","last_name":"Schütze","full_name":"Schütze, Christian"},{"last_name":"Reisenhofer","first_name":"Rafael","full_name":"Reisenhofer, Rafael"},{"full_name":"Wrede, Britta","last_name":"Wrede","first_name":"Britta"},{"full_name":"Schultz, Tanja","last_name":"Schultz","first_name":"Tanja"}],"title":"EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study","year":"2023","intvolume":"         7","date_updated":"2024-02-26T08:44:32Z","publication_status":"published"},{"department":[{"_id":"660"}],"type":"conference","date_created":"2024-02-18T10:30:36Z","project":[{"name":"TRR 318 - B5: TRR 318 - Subproject B5","_id":"123"}],"citation":{"mla":"Dyck, Leonie, et al. “Technical Transparency for Robot Navigation Through AR Visualizations.” <i>Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction</i>, ACM, 2023, pp. 720–24, doi:<a href=\"https://doi.org/10.1145/3568294.3580181\">10.1145/3568294.3580181</a>.","bibtex":"@inproceedings{Dyck_Beierling_Helmert_Vollmer_2023, title={Technical Transparency for Robot Navigation Through AR Visualizations}, DOI={<a href=\"https://doi.org/10.1145/3568294.3580181\">10.1145/3568294.3580181</a>}, booktitle={Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction}, publisher={ACM}, author={Dyck, Leonie and Beierling, Helen and Helmert, Robin and Vollmer, Anna-Lisa}, year={2023}, pages={720–724} }","ama":"Dyck L, Beierling H, Helmert R, Vollmer A-L. Technical Transparency for Robot Navigation Through AR Visualizations. In: <i>Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction</i>. ACM; 2023:720-724. doi:<a href=\"https://doi.org/10.1145/3568294.3580181\">10.1145/3568294.3580181</a>","ieee":"L. Dyck, H. Beierling, R. Helmert, and A.-L. Vollmer, “Technical Transparency for Robot Navigation Through AR Visualizations,” in <i>Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction</i>, Stockholm , 2023, pp. 720–724, doi: <a href=\"https://doi.org/10.1145/3568294.3580181\">10.1145/3568294.3580181</a>.","apa":"Dyck, L., Beierling, H., Helmert, R., &#38; Vollmer, A.-L. (2023). Technical Transparency for Robot Navigation Through AR Visualizations. <i>Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction</i>, 720–724. <a href=\"https://doi.org/10.1145/3568294.3580181\">https://doi.org/10.1145/3568294.3580181</a>","short":"L. Dyck, H. Beierling, R. Helmert, A.-L. Vollmer, in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, ACM, 2023, pp. 720–724.","chicago":"Dyck, Leonie, Helen Beierling, Robin Helmert, and Anna-Lisa Vollmer. “Technical Transparency for Robot Navigation Through AR Visualizations.” In <i>Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction</i>, 720–24. ACM, 2023. <a href=\"https://doi.org/10.1145/3568294.3580181\">https://doi.org/10.1145/3568294.3580181</a>."},"publication":"Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction","user_id":"54779","doi":"10.1145/3568294.3580181","publisher":"ACM","_id":"51370","language":[{"iso":"eng"}],"page":"720-724","publication_status":"published","date_updated":"2024-02-26T08:45:06Z","author":[{"first_name":"Leonie","last_name":"Dyck","full_name":"Dyck, Leonie"},{"full_name":"Beierling, Helen","first_name":"Helen","last_name":"Beierling"},{"full_name":"Helmert, Robin","last_name":"Helmert","first_name":"Robin"},{"last_name":"Vollmer","first_name":"Anna-Lisa","full_name":"Vollmer, Anna-Lisa"}],"conference":{"end_date":"2023-3-16","location":"Stockholm ","start_date":"2023-3-13","name":"HRI '23: ACM/IEEE International Conference on Human-Robot Interaction"},"year":"2023","status":"public","title":"Technical Transparency for Robot Navigation Through AR Visualizations"},{"citation":{"mla":"Esposito, Elena. “Does Explainability Require Transparency?” <i>Sociologica</i>, vol. 16, no. 3, 2023, pp. 17–27, doi:<a href=\"https://doi.org/10.6092/ISSN.1971-8853/15804\">10.6092/ISSN.1971-8853/15804</a>.","bibtex":"@article{Esposito_2023, title={Does Explainability Require Transparency?}, volume={16}, DOI={<a href=\"https://doi.org/10.6092/ISSN.1971-8853/15804\">10.6092/ISSN.1971-8853/15804</a>}, number={3}, journal={Sociologica}, author={Esposito, Elena }, year={2023}, pages={17–27} }","ama":"Esposito E. Does Explainability Require Transparency? <i>Sociologica</i>. 2023;16(3):17-27. doi:<a href=\"https://doi.org/10.6092/ISSN.1971-8853/15804\">10.6092/ISSN.1971-8853/15804</a>","ieee":"E. Esposito, “Does Explainability Require Transparency?,” <i>Sociologica</i>, vol. 16, no. 3, pp. 17–27, 2023, doi: <a href=\"https://doi.org/10.6092/ISSN.1971-8853/15804\">10.6092/ISSN.1971-8853/15804</a>.","apa":"Esposito, E. (2023). Does Explainability Require Transparency? <i>Sociologica</i>, <i>16</i>(3), 17–27. <a href=\"https://doi.org/10.6092/ISSN.1971-8853/15804\">https://doi.org/10.6092/ISSN.1971-8853/15804</a>","chicago":"Esposito, Elena . “Does Explainability Require Transparency?” <i>Sociologica</i> 16, no. 3 (2023): 17–27. <a href=\"https://doi.org/10.6092/ISSN.1971-8853/15804\">https://doi.org/10.6092/ISSN.1971-8853/15804</a>.","short":"E. Esposito, Sociologica 16 (2023) 17–27."},"project":[{"_id":"121","grant_number":"438445824","name":"TRR 318 - B01: TRR 318 - Ein dialogbasierter Ansatz zur Erklärung von Modellen des maschinellen Lernens (Teilprojekt B01)"}],"status":"public","_id":"51368","page":"17-27","volume":16,"user_id":"54779","issue":"3","publication":"Sociologica","abstract":[{"lang":"eng","text":"Dealing with opaque algorithms, the frequent overlap between transparency and explainability produces seemingly unsolvable dilemmas, as the much-discussed trade-off between model performance and model transparency. Referring to Niklas Luhmann's notion of communication, the paper argues that explainability does not necessarily require transparency and proposes an alternative approach. Explanations as communicative processes do not imply any disclosure of thoughts or neural processes, but only reformulations that provide the partners with additional elements and enable them to understand (from their perspective) what has been done and why. Recent computational approaches aiming at post-hoc explainability reproduce what happens in communication, producing explanations of the working of algorithms that can be different from the processes of the algorithms."}],"date_created":"2024-02-18T10:16:43Z","department":[{"_id":"660"}],"keyword":["Explainable AI","Transparency","Explanation","Communication","Sociological systems theory"],"type":"journal_article","author":[{"full_name":"Esposito, Elena ","last_name":"Esposito","first_name":"Elena "}],"year":"2023","title":"Does Explainability Require Transparency?","intvolume":"        16","date_updated":"2024-02-26T08:46:26Z","language":[{"iso":"eng"}],"doi":"10.6092/ISSN.1971-8853/15804"},{"publication":"Sociologica","issue":"3","abstract":[{"text":"This short introduction presents the symposium ‘Explaining Machines’. It locates the debate about Explainable AI in the history of the reflection about AI and outlines the issues discussed in the contributions.","lang":"eng"}],"date_created":"2024-02-18T10:23:23Z","department":[{"_id":"660"}],"keyword":["Explainable AI","Inexplicability","Transparency","Explanation","Opacity","Contestability"],"type":"journal_article","author":[{"full_name":"Esposito, Elena","first_name":"Elena","last_name":"Esposito"}],"year":"2023","title":"Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction","intvolume":"        16","date_updated":"2024-02-26T08:45:56Z","language":[{"iso":"eng"}],"doi":"10.6092/ISSN.1971-8853/16265","citation":{"ama":"Esposito E. Explaining Machines: Social Management of Incomprehensible Algorithms. 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(2023). A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations. <i>Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents</i>. <a href=\"https://doi.org/10.1145/3570945.3607339\">https://doi.org/10.1145/3570945.3607339</a>","ieee":"A. Robrecht, M. Rothgänger, and S. Kopp, “A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations,” 2023, doi: <a href=\"https://doi.org/10.1145/3570945.3607339\">10.1145/3570945.3607339</a>.","short":"A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023.","chicago":"Robrecht, Amelie, Markus Rothgänger, and Stefan Kopp. “A Study on the Benefits and Drawbacks of Adaptivity in AI-Generated Explanations.” In <i>Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents</i>. ACM, 2023. <a href=\"https://doi.org/10.1145/3570945.3607339\">https://doi.org/10.1145/3570945.3607339</a>.","mla":"Robrecht, Amelie, et al. “A Study on the Benefits and Drawbacks of Adaptivity in AI-Generated Explanations.” <i>Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents</i>, ACM, 2023, doi:<a href=\"https://doi.org/10.1145/3570945.3607339\">10.1145/3570945.3607339</a>.","ama":"Robrecht A, Rothgänger M, Kopp S. A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations. In: <i>Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents</i>. ACM; 2023. doi:<a href=\"https://doi.org/10.1145/3570945.3607339\">10.1145/3570945.3607339</a>","bibtex":"@inproceedings{Robrecht_Rothgänger_Kopp_2023, title={A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations}, DOI={<a href=\"https://doi.org/10.1145/3570945.3607339\">10.1145/3570945.3607339</a>}, booktitle={Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents}, publisher={ACM}, author={Robrecht, Amelie and Rothgänger, Markus and Kopp, Stefan}, year={2023} }"},"publication":"Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents","project":[{"name":"TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)","_id":"111","grant_number":"438445824"}],"date_created":"2024-07-10T11:03:09Z","department":[{"_id":"660"}],"type":"conference"},{"doi":"10.18653/v1/2023.findings-emnlp.308","user_id":"3900","editor":[{"first_name":"Houda","last_name":"Bouamor","full_name":"Bouamor, Houda"},{"full_name":"Pino, Juan","first_name":"Juan","last_name":"Pino"},{"first_name":"Kalika","last_name":"Bali","full_name":"Bali, Kalika"}],"page":"4636–4659","language":[{"iso":"eng"}],"_id":"55406","publisher":"Association for Computational Linguistics","date_updated":"2024-07-26T13:19:53Z","year":"2023","status":"public","title":"Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms","author":[{"first_name":"Meghdut","last_name":"Sengupta","full_name":"Sengupta, Meghdut","id":"99459"},{"id":"73059","full_name":"Alshomary, Milad","last_name":"Alshomary","first_name":"Milad"},{"id":"451","full_name":"Scharlau, Ingrid","first_name":"Ingrid","orcid":"0000-0003-2364-9489","last_name":"Scharlau"},{"last_name":"Wachsmuth","first_name":"Henning","full_name":"Wachsmuth, Henning","id":"3900"}],"type":"conference","department":[{"_id":"600"},{"_id":"660"}],"place":"Singapore","date_created":"2024-07-26T13:09:20Z","abstract":[{"text":"Metaphorical language, such as {“}spending time together{”}, projects meaning from a source domain (here, $money$) to a target domain ($time$). Thereby, it highlights certain aspects of the target domain, such as the $effort$ behind the time investment. Highlighting aspects with metaphors (while hiding others) bridges the two domains and is the core of metaphorical meaning construction. For metaphor interpretation, linguistic theories stress that identifying the highlighted aspects is important for a better understanding of metaphors. However, metaphor research in NLP has not yet dealt with the phenomenon of highlighting. In this paper, we introduce the task of identifying the main aspect highlighted in a metaphorical sentence. Given the inherent interaction of source domains and highlighted aspects, we propose two multitask approaches - a joint learning approach and a continual learning approach - based on a finetuned contrastive learning model to jointly predict highlighted aspects and source domains. We further investigate whether (predicted) information about a source domain leads to better performance in predicting the highlighted aspects, and vice versa. Our experiments on an existing corpus suggest that, with the corresponding information, the performance to predict the other improves in terms of model accuracy in predicting highlighted aspects and source domains notably compared to the single-task baselines.","lang":"eng"}],"project":[{"_id":"127","name":"TRR 318 - C4: TRR 318 - Subproject C4 - Metaphern als Werkzeug des Erklärens"}],"publication":"Findings of the Association for Computational Linguistics: EMNLP 2023","citation":{"chicago":"Sengupta, Meghdut, Milad Alshomary, Ingrid Scharlau, and Henning Wachsmuth. “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms.” In <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, edited by Houda Bouamor, Juan Pino, and Kalika Bali, 4636–4659. Singapore: Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">https://doi.org/10.18653/v1/2023.findings-emnlp.308</a>.","short":"M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: H. Bouamor, J. Pino, K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, Singapore, 2023, pp. 4636–4659.","ieee":"M. Sengupta, M. Alshomary, I. Scharlau, and H. Wachsmuth, “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms,” in <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, 2023, pp. 4636–4659, doi: <a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>.","apa":"Sengupta, M., Alshomary, M., Scharlau, I., &#38; Wachsmuth, H. (2023). Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms. In H. Bouamor, J. Pino, &#38; K. Bali (Eds.), <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i> (pp. 4636–4659). Association for Computational Linguistics. <a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">https://doi.org/10.18653/v1/2023.findings-emnlp.308</a>","bibtex":"@inproceedings{Sengupta_Alshomary_Scharlau_Wachsmuth_2023, place={Singapore}, title={Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms}, DOI={<a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2023}, publisher={Association for Computational Linguistics}, author={Sengupta, Meghdut and Alshomary, Milad and Scharlau, Ingrid and Wachsmuth, Henning}, editor={Bouamor, Houda and Pino, Juan and Bali, Kalika}, year={2023}, pages={4636–4659} }","ama":"Sengupta M, Alshomary M, Scharlau I, Wachsmuth H. Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms. In: Bouamor H, Pino J, Bali K, eds. <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>. Association for Computational Linguistics; 2023:4636–4659. doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>","mla":"Sengupta, Meghdut, et al. “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms.” <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, edited by Houda Bouamor et al., Association for Computational Linguistics, 2023, pp. 4636–4659, doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>."}},{"project":[{"grant_number":"438445824","_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren"}],"publication":"4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9","citation":{"ama":"Beer F, Schulz C. The Return of Black Box Theory in Explainable AI. In: <i>4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9</i>.","bibtex":"@inproceedings{Beer_Schulz, title={The Return of Black Box Theory in Explainable AI}, booktitle={4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9}, author={Beer, Fabian  and Schulz, Christian} }","mla":"Beer, Fabian, and Christian Schulz. “The Return of Black Box Theory in Explainable AI.” <i>4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9</i>.","short":"F. Beer, C. Schulz, in: 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.","chicago":"Beer, Fabian , and Christian Schulz. “The Return of Black Box Theory in Explainable AI.” In <i>4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9</i>, n.d.","apa":"Beer, F., &#38; Schulz, C. (n.d.). The Return of Black Box Theory in Explainable AI. <i>4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9</i>.","ieee":"F. Beer and C. Schulz, “The Return of Black Box Theory in Explainable AI.”"},"type":"conference","department":[{"_id":"660"}],"date_created":"2024-02-22T15:15:20Z","date_updated":"2024-08-14T06:15:04Z","publication_status":"unpublished","year":"2023","status":"public","title":"The Return of Black Box Theory in Explainable AI","author":[{"full_name":"Beer, Fabian ","last_name":"Beer","first_name":"Fabian "},{"id":"72684","full_name":"Schulz, Christian","first_name":"Christian","last_name":"Schulz"}],"user_id":"72684","language":[{"iso":"eng"}],"_id":"51767"},{"date_updated":"2024-08-14T06:04:55Z","publication_status":"unpublished","title":"Vernacular Metaphors of AI ","year":"2023","status":"public","author":[{"last_name":"Schulz","first_name":"Christian","full_name":"Schulz, Christian","id":"72684"},{"full_name":"Wilmes , Annedore ","last_name":"Wilmes ","first_name":"Annedore "}],"user_id":"72684","language":[{"iso":"eng"}],"_id":"51766","project":[{"_id":"122","name":"TRR 318 - B3: TRR 318 - Subproject B3"}],"citation":{"short":"C. Schulz, A. Wilmes , in: ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 , n.d.","chicago":"Schulz, Christian, and Annedore  Wilmes . “Vernacular Metaphors of AI .” ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 , n.d.","apa":"Schulz, C., &#38; Wilmes , A. (n.d.). <i>Vernacular Metaphors of AI </i>.","ieee":"C. Schulz and A. Wilmes , “Vernacular Metaphors of AI .”","ama":"Schulz C, Wilmes  A. Vernacular Metaphors of AI .","bibtex":"@inproceedings{Schulz_Wilmes , place={ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 }, title={Vernacular Metaphors of AI }, author={Schulz, Christian and Wilmes , Annedore } }","mla":"Schulz, Christian, and Annedore Wilmes . <i>Vernacular Metaphors of AI </i>."},"type":"conference","department":[{"_id":"660"}],"place":"ICA Preconference Workshop \"History of Digital Metaphors\", University of Toronto, May 25 ","date_created":"2024-02-22T15:11:29Z"},{"status":"public","conference":{"location":"Sydney","name":"45th Annual Conference of the Cognitive Science Society"},"_id":"46067","publisher":"Cognitive Science Society","user_id":"91018","popular_science":"1","citation":{"apa":"Singh, A., &#38; Rohlfing, K. J. (2023). Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall. <i>Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45)</i>. 45th Annual Conference of the Cognitive Science Society, Sydney.","ieee":"A. Singh and K. J. Rohlfing, “Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall,” presented at the 45th Annual Conference of the Cognitive Science Society, Sydney, 2023.","chicago":"Singh, Amit, and Katharina J. Rohlfing. “Contrastiveness in the Context of Action Demonstration: An Eye-Tracking Study on Its Effects on Action Perception and Action Recall.” In <i>Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45)</i>. Sydney, Australia: Cognitive Science Society, 2023.","short":"A. Singh, K.J. Rohlfing, in: Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), Cognitive Science Society, Sydney, Australia, 2023.","mla":"Singh, Amit, and Katharina J. Rohlfing. “Contrastiveness in the Context of Action Demonstration: An Eye-Tracking Study on Its Effects on Action Perception and Action Recall.” <i>Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45)</i>, Cognitive Science Society, 2023.","ama":"Singh A, Rohlfing KJ. Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall. In: <i>Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45)</i>. Cognitive Science Society; 2023.","bibtex":"@inproceedings{Singh_Rohlfing_2023, place={Sydney, Australia}, title={Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall}, booktitle={Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45)}, publisher={Cognitive Science Society}, author={Singh, Amit and Rohlfing, Katharina J.}, year={2023} }"},"quality_controlled":"1","project":[{"name":"TRR 318 - A05: TRR 318 - Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog (Teilprojekt A05)","grant_number":"438445824","_id":"115"}],"place":"Sydney, Australia","oa":"1","title":"Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall","year":"2023","author":[{"id":"91018","full_name":"Singh, Amit","orcid":"0000-0002-7789-1521","last_name":"Singh","first_name":"Amit"},{"full_name":"Rohlfing, Katharina J.","first_name":"Katharina J.","last_name":"Rohlfing","id":"50352"}],"date_updated":"2023-09-27T13:51:42Z","publication_status":"published","main_file_link":[{"url":"https://escholarship.org/uc/item/2w94t4cv","open_access":"1"}],"language":[{"iso":"eng"}],"publication":"Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45)","abstract":[{"lang":"eng","text":"<p>The study investigates two different ways of guiding the addressee of an explanation - an explainee, through action demonstration: contrastive and non-contrastive. Their effect was tested on attention to specific action elements (goal) as well as on event memory. In an eye-tracking experiment, participants were shown different motion videos that were either contrastive or non-contrastive with respect to the segments of movement presentation. Given that everyday action demonstration is often multimodal, the stimuli were created with re- spect to their visual and verbal presentation. For visual presentation, a video combined two movements in a contrastive (e.g., Up-motion following a Down-motion) or non-contrastive way (e.g., two Up-motions following each other). For verbal presentation, each video was combined with a sequence of instruction descriptions in the form of negative (i.e., contrastive) or assertive (i.e., non-contrastive) guidance. It was found that a) attention to the event goal increased for this condition in the later time window, and b) participants’ recall of the event was facilitated when a visually contrastive motion was combined with a verbal contrast.</p>"}],"related_material":{"record":[{"id":"46067","relation":"contains","status":"public"}]},"date_created":"2023-07-15T12:16:42Z","keyword":["Attention","negation","contrastive  guidance","eye-movements","action understanding","event representation"],"type":"conference","department":[{"_id":"749"},{"_id":"660"}]},{"title":"A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations","year":"2023","status":"public","author":[{"full_name":"Liedeker, Felix","last_name":"Liedeker","first_name":"Felix","id":"93275"},{"first_name":"Philipp","last_name":"Cimiano","full_name":"Cimiano, Philipp"}],"conference":{"end_date":"2023-07-28","location":"Lissabon","name":"xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023)","start_date":"2023-07-26"},"date_updated":"2024-10-09T15:04:53Z","language":[{"iso":"eng"}],"_id":"56477","user_id":"93275","citation":{"ama":"Liedeker F, Cimiano P. A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. In: ; 2023.","bibtex":"@inproceedings{Liedeker_Cimiano_2023, title={A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations}, author={Liedeker, Felix and Cimiano, Philipp}, year={2023} }","mla":"Liedeker, Felix, and Philipp Cimiano. <i>A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations</i>. 2023.","short":"F. Liedeker, P. Cimiano, in: 2023.","chicago":"Liedeker, Felix, and Philipp Cimiano. “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” 2023.","apa":"Liedeker, F., &#38; Cimiano, P. (2023). <i>A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations</i>. xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon.","ieee":"F. Liedeker and P. Cimiano, “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” presented at the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon, 2023."},"abstract":[{"lang":"eng","text":"We describe a prototype of a Clinical Decision Support System (CDSS) that provides (counterfactual) explanations to support accurate medical diagnosis. The prototype is based on an inherently interpretable Bayesian network (BN). Our research aims to investigate which explanations are most useful for medical experts and whether co-constructing explanations can foster trust and acceptance of CDSS."}],"project":[{"name":"TRR 318 - C5: TRR 318 - Subproject C5","_id":"128"}],"date_created":"2024-10-09T14:50:09Z","type":"conference","keyword":["Explainable AI","Clinical decision support","Bayesian network","Counterfactual explanations"],"department":[{"_id":"660"}]},{"department":[{"_id":"660"}],"type":"conference_abstract","date_created":"2024-10-09T14:53:45Z","project":[{"name":"TRR 318 - C5: TRR 318 - Subproject C5","_id":"128"}],"citation":{"chicago":"Liedeker, Felix, and Philipp Cimiano. “Dynamic Feature Selection in AI-Based Diagnostic Decision Support for Epilepsy,” 2023.","short":"F. Liedeker, P. Cimiano, in: 2023.","ieee":"F. Liedeker and P. Cimiano, “Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy,” presented at the 1st International Conference on Artificial Intelligence in Epilepsy and Neurological Disorders, Breckenridge, CO, USA , 2023.","apa":"Liedeker, F., &#38; Cimiano, P. (2023). <i>Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy</i>. 1st International Conference on Artificial Intelligence in Epilepsy and Neurological Disorders, Breckenridge, CO, USA .","bibtex":"@inproceedings{Liedeker_Cimiano_2023, title={Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy}, author={Liedeker, Felix and Cimiano, Philipp}, year={2023} }","ama":"Liedeker F, Cimiano P. Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy. In: ; 2023.","mla":"Liedeker, Felix, and Philipp Cimiano. <i>Dynamic Feature Selection in AI-Based Diagnostic Decision Support for Epilepsy</i>. 2023."},"user_id":"93275","_id":"56478","language":[{"iso":"eng"}],"date_updated":"2024-10-09T15:06:47Z","conference":{"end_date":"2023-03-10","start_date":"2023-03-07","name":"1st International Conference on Artificial Intelligence in Epilepsy and Neurological Disorders","location":"Breckenridge, CO, USA "},"author":[{"full_name":"Liedeker, Felix","last_name":"Liedeker","first_name":"Felix","id":"93275"},{"last_name":"Cimiano","first_name":"Philipp","full_name":"Cimiano, Philipp"}],"status":"public","year":"2023","title":"Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy"}]