Precision Interfaces
| Autor: | Thibault Sellam, Haoci Zhang, Eugene Wu |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
SQL
Database Computer science Programming language 020207 software engineering 02 engineering and technology Research opportunities computer.software_genre restrict 020204 information systems 0202 electrical engineering electronic engineering information engineering Data analysis Graph (abstract data type) computer computer.programming_language |
| Zdroj: | Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics. |
| DOI: | 10.1145/3077257.3077261 |
| Popis: | Building interactive tools to support data analysis is hard because it is not always clear what to build and how to build it. To address this problem, we present Precision Interfaces, a semi-automatic system to generate task-specific data analytics interfaces. Precision Interface can turn a log of executed programs into an interface, by identifying micro-variations between the programs and mapping them to interface components. This paper focuses on SQL query logs, but we can generalize the approach to other languages. Our system operates in two steps: it first build an interaction graph, which describes how the queries can be transformed into each other. Then, it finds a set of UI components that covers a maximal number of transformations. To restrict the domain of changes to be detected, our system uses a domain-specific language, PILang. We give a full description of Precision Interface's components, showcase an early prototype on real program logs and discuss future research opportunities. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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