DeepEye: Creating good data visualizations by keyword search

Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

Creating good visualizations for ordinary users is hard, even with the help of the state-of-the-art interactive data visualization tools, such as Tableau, Qlik, because they require the users to understand the data and visualizations very well. DeepEye is an innovative visualization system that aims at helping everyone create good visualizations simply like a Google search. Given a dataset and a keyword query, DeepEye understands the query intent, generates and ranks good visualizations. The user can pick the one she likes and do a further faceted navigation to easily navigate the candidate visualizations. In this demonstration, the attendees will have the opportunity to experience the following features: (1) visualization recommendation - Our system can automatically recommends meaningful visualizations by learning from existing known datasets and good visualizations; (2) keyword search - The attendee can pose text queries for specifying what visualizations she wants (e.g., trends) without specifying how to generate them; (3) faceted navigation - One can further refine the results by a click-based faceted navigation to find other relevant and interesting visualizations.

Original languageEnglish
Title of host publicationSIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data
PublisherAssociation for Computing Machinery
Pages1733-1736
Number of pages4
ISBN (Electronic)9781450317436
DOIs
Publication statusPublished - 27 May 2018
Event44th ACM SIGMOD International Conference on Management of Data, SIGMOD 2018 - Houston, United States
Duration: 10 Jun 201815 Jun 2018

Other

Other44th ACM SIGMOD International Conference on Management of Data, SIGMOD 2018
CountryUnited States
CityHouston
Period10/6/1815/6/18

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ASJC Scopus subject areas

  • Software
  • Information Systems

Cite this

Luo, Y., Qin, X., Tang, N., Li, G., & Wang, X. (2018). DeepEye: Creating good data visualizations by keyword search. In SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data (pp. 1733-1736). Association for Computing Machinery. https://doi.org/10.1145/3183713.3193545