Computer Science > Human-Computer Interaction
arXiv:2211.07832 (cs)
[Submitted on 15 Nov 2022]
Title:The Ball is in Our Court: Conducting Visualization Research with Sports Experts
View a PDF of the paper titled The Ball is in Our Court: Conducting Visualization Research with Sports Experts, by Tica Lin and 5 other authors
View PDFAbstract:Most sports visualizations rely on a combination of spatial, highly temporal, and user-centric data, making sports a challenging target for visualization. Emerging technologies, such as augmented and mixed reality (AR/XR), have brought exciting opportunities along with new challenges for sports visualization. We share our experience working with sports domain experts and present lessons learned from conducting visualization research in SportsXR. In our previous work, we have targeted different types of users in sports, including athletes, game analysts, and fans. Each user group has unique design constraints and requirements, such as obtaining real-time visual feedback in training, automating the low-level video analysis workflow, or personalizing embedded visualizations for live game data analysis. In this paper, we synthesize our best practices and pitfalls we identified while working on SportsXR. We highlight lessons learned in working with sports domain experts in designing and evaluating sports visualizations and in working with emerging AR/XR technologies. We envision that sports visualization research will benefit the larger visualization community through its unique challenges and opportunities for immersive and situated analytics.
| Comments: | To appear in IEEE Transactions on Computer Graphics and Applications (IEEE CG&A), 2022 |
| Subjects: | Human-Computer Interaction (cs.HC) |
| Cite as: | arXiv:2211.07832 [cs.HC] |
| (orarXiv:2211.07832v1 [cs.HC] for this version) | |
| https://doi.org/10.48550/arXiv.2211.07832 arXiv-issued DOI via DataCite | |
| Related DOI: | https://doi.org/10.1109/MCG.2022.3222042 DOI(s) linking to related resources |
Full-text links:
Access Paper:
- View PDF
- TeX Source
- Other Formats
View a PDF of the paper titled The Ball is in Our Court: Conducting Visualization Research with Sports Experts, by Tica Lin and 5 other authors
References & Citations
Bookmark
Bibliographic and Citation Tools
Bibliographic Explorer(What is the Explorer?)
Connected Papers(What is Connected Papers?)
Litmaps(What is Litmaps?)
scite Smart Citations(What are Smart Citations?)
Code, Data and Media Associated with this Article
alphaXiv(What is alphaXiv?)
CatalyzeX Code Finder for Papers(What is CatalyzeX?)
DagsHub(What is DagsHub?)
Gotit.pub(What is GotitPub?)
Hugging Face(What is Huggingface?)
Papers with Code(What is Papers with Code?)
ScienceCast(What is ScienceCast?)
Demos
Recommenders and Search Tools
Influence Flower(What are Influence Flowers?)
CORE Recommender(What is CORE?)
arXivLabs: experimental projects with community collaborators
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community?Learn more about arXivLabs.