SeeDB

Author:

Vartak Manasi1,Madden Samuel1,Parameswaran Aditya2,Polyzotis Neoklis3

Affiliation:

1. MIT

2. MIT & U. Illinois (UIUC)

3. Google & UCSC

Abstract

Data analysts operating on large volumes of data often rely on visualizations to interpret the results of queries. However, finding the right visualization for a query is a laborious and time-consuming task. We demonstrate SeeDB, a system that partially automates this task: given a query, SeeDB explores the space of all possible visualizations, and automatically identifies and recommends to the analyst those visualizations it finds to be most "interesting" or "useful". In our demonstration, conference attendees will see SeeDB in action for a variety of queries on multiple real-world datasets.

Publisher

VLDB Endowment

Subject

General Earth and Planetary Sciences,Water Science and Technology,Geography, Planning and Development

Cited by 56 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Automated Recommendation of Aggregate Visualizations for Crowdfunding Data;Algorithms;2024-06-06

2. Lodestar: Supporting rapid prototyping of data science workflows through data-driven analysis recommendations;Information Visualization;2023-08-14

3. Towards Natural Language Interfaces for Data Visualization: A Survey;IEEE Transactions on Visualization and Computer Graphics;2023-06-01

4. Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks;Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems;2023-04-19

5. Ver: View Discovery in the Wild;2023 IEEE 39th International Conference on Data Engineering (ICDE);2023-04

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3