BOLT: A Natural Language Interface for Dashboard Authoring

Simple item page
dc.contributor.authorSrinivasan, Arjunen_US
dc.contributor.authorSetlur, Vidyaen_US
dc.contributor.editorHoellt, Thomasen_US
dc.contributor.editorAigner, Wolfgangen_US
dc.contributor.editorWang, Beien_US
dc.date.accessioned2023-06-10T06:34:32Z
dc.date.available2023-06-10T06:34:32Z
dc.date.issued2023
dc.description.abstractAuthoring dashboards is often a complex process, requiring expertise in both data analysis and visualization design. With current tools, authors lack the means to express their objectives for creating a dashboard (e.g., summarizing data changes or comparing data categories), making it difficult to discover and assemble content relevant to the dashboard. Addressing this challenge, we propose the idea of employing natural language (NL) for dashboard authoring with a prototype interface, BOLT. In this paper, we detail BOLT's design and implementation, describing how the system maps NL utterances to prevalent dashboard objectives and generates dashboard recommendations. Utilizing BOLT as a design probe, we validate the proposed idea of NL-based dashboard authoring through a preliminary user study. Based on the study feedback, we highlight promising application scenarios and future directions to support richer dashboard authoring workflows.en_US
dc.description.sectionheadersVA and Perception
dc.description.seriesinformationEuroVis 2023 - Short Papers
dc.identifier.doi10.2312/evs.20231035
dc.identifier.isbn978-3-03868-219-6
dc.identifier.pages7-11
dc.identifier.pages5 pages
dc.identifier.urihttps://doi.org/10.2312/evs.20231035
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/evs20231035
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing -> Visualization; Interaction techniques; Natural language interfaces
dc.subjectHuman centered computing
dc.subjectVisualization
dc.subjectInteraction techniques
dc.subjectNatural language interfaces
dc.titleBOLT: A Natural Language Interface for Dashboard Authoringen_US
Files
Original bundle
Now showing 1 - 3 of 3
Thumbnail Image
Name:
007-011.pdf
Size:
3.59 MB
Format:
Adobe Portable Document Format
Download
No Thumbnail Available
Name:
1047-mm.mp4
Size:
40.43 MB
Format:
Unknown data format
Download
No Thumbnail Available
Name:
1047-mm.zip
Size:
622.92 KB
Format:
Zip file
Download
Collections
EuroVisShort2023