图 书 馆
预测性交互Predictive Interaction |
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| 课程网址: | https://videolectures.net/videos/kdd2016_heer_predictive_interact... |
| 主讲教师: | Jeffrey Heer |
| 开课单位: | KDD 2016研讨会 |
| 开课时间: | 2025-02-04 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | How might we architect interactive systems that have better models of the tasks we're trying to perform, learn over time, help refine ambiguous user intents, and scale to large or repetitive workloads? In this talk I will present Predictive Interaction, a framework for interactive systems that shifts some of the burden of specification from users to algorithms, while preserving human guidance and expressive power. The central idea is to imbue software with domain-specific models of user tasks, which in turn power predictive methods to suggest a variety of possible actions. I will illustrate these concepts with examples drawn from widely-deployed systems for data transformation and visualization (with reported order-of-magnitude productivity gains) and then discuss associated design considerations and future research directions. |
| 关 键 词: | 预测性交互; 交互式系统; 可视化系统 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2025-02-27：liyq |
| 最后编审: | 2025-02-27：liyq |
| 阅读次数: | 5 |