{"title":"DynAMoS: The Dynamic Affective Movie Clip Database for Subjectivity Analysis.","authors":"Jeffrey M Girard, Yanmei Tie, Einat Liebenthal","doi":"10.1109/acii59096.2023.10388135","DOIUrl":"10.1109/acii59096.2023.10388135","url":null,"abstract":"<p><p>In this paper, we describe the design, collection, and validation of a new video database that includes holistic and dynamic emotion ratings from 83 participants watching 22 affective movie clips. In contrast to previous work in Affective Computing, which pursued a single \"ground truth\" label for the affective content of each moment of each video (e.g., by averaging the ratings of 2 to 7 trained participants), we embrace the subjectivity inherent to emotional experiences and provide the full distribution of all participants' ratings (with an average of 76.7 raters per video). We argue that this choice represents a paradigm shift with the potential to unlock new research directions, generate new hypotheses, and inspire novel methods in the Affective Computing community. We also describe several interdisciplinary use cases for the database: to provide dynamic norms for emotion elicitation studies (e.g., in psychology, medicine, and neuroscience), to train and test affective content analysis algorithms (e.g., for dynamic emotion recognition, video summarization, and movie recommendation), and to study subjectivity in emotional reactions (e.g., to identify moments of emotional ambiguity or ambivalence within movies, identify predictors of subjectivity, and develop personalized affective content analysis algorithms). The database is made freely available to researchers for noncommercial use at https://dynamos.mgb.org.</p>","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"2023 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10812085/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139572282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Enes Yigitbas, Ivan Jovanovikj, Stefan Sauer, G. Engels
{"title":"On the Development of Context-Aware Augmented Reality Applications","authors":"Enes Yigitbas, Ivan Jovanovikj, Stefan Sauer, G. Engels","doi":"10.1007/978-3-030-46540-7_11","DOIUrl":"https://doi.org/10.1007/978-3-030-46540-7_11","url":null,"abstract":"","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"27 1","pages":"107-120"},"PeriodicalIF":0.0,"publicationDate":"2019-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73900672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Assessing the Performance of Agile Teams","authors":"M. Lárusdóttir, M. Kyas","doi":"10.1007/978-3-030-46540-7_8","DOIUrl":"https://doi.org/10.1007/978-3-030-46540-7_8","url":null,"abstract":"","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"14 1","pages":"71-83"},"PeriodicalIF":0.0,"publicationDate":"2019-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75241711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supporting the Experience of Stakeholders of Multimedia Art - Towards an Ontology","authors":"Danzhu Li, G. C. D. Veer","doi":"10.1007/978-3-030-46540-7_1","DOIUrl":"https://doi.org/10.1007/978-3-030-46540-7_1","url":null,"abstract":"","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"4 1","pages":"3-15"},"PeriodicalIF":0.0,"publicationDate":"2019-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82064757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Livability- Analysis of People's Living Comfort in Different Cities of India Using GIS: A Prototype","authors":"Shrikant Salve, Shubham Bombarde, Ankit Agrawal, Smruti Paldiwal, Bishal Roy, Bhagyashree Alhat","doi":"10.1007/978-3-030-46540-7_5","DOIUrl":"https://doi.org/10.1007/978-3-030-46540-7_5","url":null,"abstract":"","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"105 1","pages":"44-51"},"PeriodicalIF":0.0,"publicationDate":"2019-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80695661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Digital Peer-Tutoring: Early Results from a Field Evaluation of a UX at Work Learning Format in SMEs","authors":"Torkil Clemmensen, Jacob Nørbjerg","doi":"10.1007/978-3-030-46540-7_6","DOIUrl":"https://doi.org/10.1007/978-3-030-46540-7_6","url":null,"abstract":"","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"1 1","pages":"52-58"},"PeriodicalIF":0.0,"publicationDate":"2019-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76766955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Elodie Bouzekri, Alexandre Canny, C. Martinie, Philippe A. Palanque
{"title":"Characterizing Sets of Systems: Representation and Analysis of Across-Systems Properties","authors":"Elodie Bouzekri, Alexandre Canny, C. Martinie, Philippe A. Palanque","doi":"10.1007/978-3-030-46540-7_9","DOIUrl":"https://doi.org/10.1007/978-3-030-46540-7_9","url":null,"abstract":"","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"179 1","pages":"84-96"},"PeriodicalIF":0.0,"publicationDate":"2019-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77006112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Parisa Saadati, J. Abdelnour-Nocera, Torkil Clemmensen
{"title":"Proposed System for a Socio-Technical Design Framework for Improved User Collaborations with Automation Technologies","authors":"Parisa Saadati, J. Abdelnour-Nocera, Torkil Clemmensen","doi":"10.1007/978-3-030-46540-7_7","DOIUrl":"https://doi.org/10.1007/978-3-030-46540-7_7","url":null,"abstract":"","PeriodicalId":89154,"journal":{"name":"International Conference on Affective Computing and Intelligent Interaction and workshops : [proceedings]. ACII (Conference)","volume":"26 1","pages":"59-67"},"PeriodicalIF":0.0,"publicationDate":"2019-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73171209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}