A Decade of Systems for Human Data Interaction
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866917198004486144 |
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| author | Wu, Eugene Chen, Yiru Mohammed, Haneen Huang, Zezhou |
| author_facet | Wu, Eugene Chen, Yiru Mohammed, Haneen Huang, Zezhou |
| contents | Human-data interaction (HDI) presents fundamentally different challenges from traditional data management. HDI systems must meet latency, correctness, and consistency needs that stem from usability rather than query semantics; failing to meet these expectations breaks the user experience. Moreover, interfaces and systems are tightly coupled; neither can easily be optimized in isolation, and effective solutions demand their co-design. This dependence also presents a research opportunity: rather than adapt systems to interface demands, systems innovations and database theory can also inspire new interaction and visualization designs. We survey a decade of our lab's work that embraces this coupling and argue that HDI systems are the foundation for reliable, interactive, AI-driven applications. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_15585 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | A Decade of Systems for Human Data Interaction Wu, Eugene Chen, Yiru Mohammed, Haneen Huang, Zezhou Databases Human-Computer Interaction Human-data interaction (HDI) presents fundamentally different challenges from traditional data management. HDI systems must meet latency, correctness, and consistency needs that stem from usability rather than query semantics; failing to meet these expectations breaks the user experience. Moreover, interfaces and systems are tightly coupled; neither can easily be optimized in isolation, and effective solutions demand their co-design. This dependence also presents a research opportunity: rather than adapt systems to interface demands, systems innovations and database theory can also inspire new interaction and visualization designs. We survey a decade of our lab's work that embraces this coupling and argue that HDI systems are the foundation for reliable, interactive, AI-driven applications. |
| title | A Decade of Systems for Human Data Interaction |
| topic | Databases Human-Computer Interaction |
| url | https://arxiv.org/abs/2511.15585 |