arXiv - CS - Human-Computer Interaction最新文献_第9页

Situated Visualization in Motion for Video Games 视频游戏运动中的情景可视化

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-11 DOI: arxiv-2409.07031

Federica Bucchieri, Lijie Yao, Petra Isenberg

引用次数: 0

Envisioning Situated Visualizations of Environmental Footprints in an Urban Environment 城市环境中环境足迹的情景可视化设想

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-11 DOI: arxiv-2409.07006

Yvonne Jansen, Federica Bucchieri, Pierre Dragicevic, Martin Hachet, Morgane Koval, Léana Petiot, Arnaud Prouzeau, Dieter Schmalstieg, Lijie Yao, Petra Isenberg

引用次数: 0

Minimum Viable Ethics: From Institutionalizing Industry AI Governance to Product Impact 最低可行伦理：从行业人工智能治理制度化到产品影响力

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-11 DOI: arxiv-2409.06926

Archana Ahlawat, Amy Winecoff, Jonathan Mayer

{"title":"Minimum Viable Ethics: From Institutionalizing Industry AI Governance to Product Impact","authors":"Archana Ahlawat, Amy Winecoff, Jonathan Mayer","doi":"arxiv-2409.06926","DOIUrl":"https://doi.org/arxiv-2409.06926","url":null,"abstract":"Across the technology industry, many companies have expressed their\u0000commitments to AI ethics and created dedicated roles responsible for\u0000translating high-level ethics principles into product. Yet it is unclear how\u0000effective this has been in leading to meaningful product changes. Through\u0000semi-structured interviews with 26 professionals working on AI ethics in\u0000industry, we uncover challenges and strategies of institutionalizing ethics\u0000work along with translation into product impact. We ultimately find that AI\u0000ethics professionals are highly agile and opportunistic, as they attempt to\u0000create standardized and reusable processes and tools in a corporate environment\u0000in which they have little traditional power. In negotiations with product\u0000teams, they face challenges rooted in their lack of authority and ownership\u0000over product, but can push forward ethics work by leveraging narratives of\u0000regulatory response and ethics as product quality assurance. However, this\u0000strategy leaves us with a minimum viable ethics, a narrowly scoped industry AI\u0000ethics that is limited in its capacity to address normative issues separate\u0000from compliance or product quality. Potential future regulation may help bridge\u0000this gap.","PeriodicalId":501541,"journal":{"name":"arXiv - CS - Human-Computer Interaction","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142183300","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}

引用次数: 0

TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees TopoMap++：更快、更节省空间的拓扑保证投影计算技术

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-11 DOI: arxiv-2409.07257

Vitoria Guardieiro, Felipe Inagaki de Oliveira, Harish Doraiswamy, Luis Gustavo Nonato, Claudio Silva

{"title":"TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees","authors":"Vitoria Guardieiro, Felipe Inagaki de Oliveira, Harish Doraiswamy, Luis Gustavo Nonato, Claudio Silva","doi":"arxiv-2409.07257","DOIUrl":"https://doi.org/arxiv-2409.07257","url":null,"abstract":"High-dimensional data, characterized by many features, can be difficult to\u0000visualize effectively. Dimensionality reduction techniques, such as PCA, UMAP,\u0000and t-SNE, address this challenge by projecting the data into a\u0000lower-dimensional space while preserving important relationships. TopoMap is\u0000another technique that excels at preserving the underlying structure of the\u0000data, leading to interpretable visualizations. In particular, TopoMap maps the\u0000high-dimensional data into a visual space, guaranteeing that the 0-dimensional\u0000persistence diagram of the Rips filtration of the visual space matches the one\u0000from the high-dimensional data. However, the original TopoMap algorithm can be\u0000slow and its layout can be too sparse for large and complex datasets. In this\u0000paper, we propose three improvements to TopoMap: 1) a more space-efficient\u0000layout, 2) a significantly faster implementation, and 3) a novel TreeMap-based\u0000representation that makes use of the topological hierarchy to aid the\u0000exploration of the projections. These advancements make TopoMap, now referred\u0000to as TopoMap++, a more powerful tool for visualizing high-dimensional data\u0000which we demonstrate through different use case scenarios.","PeriodicalId":501541,"journal":{"name":"arXiv - CS - Human-Computer Interaction","volume":"43 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142227745","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}

引用次数: 0

A Comparative Study of Table Sized Physicalization and Digital Visualization 桌子大小的实体化与数字可视化比较研究

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-11 DOI: arxiv-2409.06951

Yanxin Wang, Yihan Liu, Lingyun Yu, Chengtao Ji, Yu Liu

{"title":"A Comparative Study of Table Sized Physicalization and Digital Visualization","authors":"Yanxin Wang, Yihan Liu, Lingyun Yu, Chengtao Ji, Yu Liu","doi":"arxiv-2409.06951","DOIUrl":"https://doi.org/arxiv-2409.06951","url":null,"abstract":"Data physicalization is gaining popularity in public and educational contexts\u0000due to its potential to make abstract data more tangible and understandable.\u0000Despite its growing use, there remains a significant gap in our understanding\u0000of how large-size physical visualizations compare to their digital counterparts\u0000in terms of user comprehension and memory retention. This study aims to bridge\u0000this knowledge gap by comparing the effectiveness of visualizing school\u0000building history data on large digital screens versus large physical models.\u0000Our experimental approach involved 32 participants who were exposed to one of\u0000the visualization mediums. We assessed their user experience and immediate\u0000understanding of the content, measured through tests after exposure, and\u0000evaluated memory retention with follow-up tests seven days later. The results\u0000revealed notable differences between the two forms of visualization:\u0000physicalization not only facilitated better initial comprehension but also\u0000significantly enhanced long-term memory retention. Furthermore, user feedback\u0000on usability was also higher on physicalization. These findings underscore the\u0000substantial impact of physicalization in improving information comprehension\u0000and retention. This study contributes crucial insights into future\u0000visualization media selection in educational and public settings.","PeriodicalId":501541,"journal":{"name":"arXiv - CS - Human-Computer Interaction","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142183299","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}

引用次数: 0

Identify Design Problems Through Questioning: Exploring Role-playing Interactions with Large Language Models to Foster Design Questioning Skills 通过提问发现设计问题：探索与大型语言模型的角色扮演互动，培养设计提问技能

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-11 DOI: arxiv-2409.07178

Hyunseung Lim, Dasom Choi, Hwajung Hong

引用次数: 0

RSVP for VPSA : A Meta Design Study on Rapid Suggestive Visualization Prototyping for Visual Parameter Space Analysis VPSA : 用于可视参数空间分析的快速建议性可视化原型的元设计研究 RSVP

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-11 DOI: arxiv-2409.07105

Manfred Klaffenboeck, Michael Gleicher, Johannes Sorger, Michael Wimmer, Torsten Möller

{"title":"RSVP for VPSA : A Meta Design Study on Rapid Suggestive Visualization Prototyping for Visual Parameter Space Analysis","authors":"Manfred Klaffenboeck, Michael Gleicher, Johannes Sorger, Michael Wimmer, Torsten Möller","doi":"arxiv-2409.07105","DOIUrl":"https://doi.org/arxiv-2409.07105","url":null,"abstract":"Visual Parameter Space Analysis (VPSA) enables domain scientists to explore\u0000input-output relationships of computational models. Existing VPSA applications\u0000often feature multi-view visualizations designed by visualization experts for a\u0000specific scenario, making it hard for domain scientists to adapt them to their\u0000problems without professional help. We present RSVP, the Rapid Suggestive\u0000Visualization Prototyping system encoding VPSA knowledge to enable domain\u0000scientists to prototype custom visualization dashboards tailored to their\u0000specific needs. The system implements a task-oriented, multi-view visualization\u0000recommendation strategy over a visualization design space optimized for VPSA to\u0000guide users in meeting their analytical demands. We derived the VPSA knowledge\u0000implemented in the system by conducting an extensive meta design study over the\u0000body of work on VPSA. We show how this process can be used to perform a data\u0000and task abstraction, extract a common visualization design space, and derive a\u0000task-oriented VisRec strategy. User studies indicate that the system is\u0000user-friendly and can uncover novel insights.","PeriodicalId":501541,"journal":{"name":"arXiv - CS - Human-Computer Interaction","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142183297","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}

引用次数: 0

"The struggle is a part of the experience": Engaging Discontents in the Design of Family Meal Technologies "斗争是体验的一部分"：让不满者参与家庭用餐技术的设计

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-10 DOI: arxiv-2409.06627

Yuxing Wu, Andrew D Miller, Chia-Fang Chung, Elizabeth Kaziunas

引用次数: 0

Formative Study for AI-assisted Data Visualization 人工智能辅助数据可视化的形成性研究

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-10 DOI: arxiv-2409.06892

Rania Saber, Anna Fariha

引用次数: 0

Reflections on Visualization in Motion for Fitness Trackers 对健身追踪器运动可视化的思考

arXiv - CS - Human-Computer Interaction Pub Date : 2024-09-10 DOI: arxiv-2409.06401

Alaul Islam, Lijie Yao, Anastasia Bezerianos, Tanja Blascheck, Tingying He, Bongshin Lee, Romain Vuillemot, Petra Isenberg

引用次数: 0