Designing discovery experience for big data interaction: A case of web-based knowledge mining and interactive visualization platform

Qing Liu, Mihaela Vorvoreanu, Krishna P.C. Madhavan, Ann F. McKenna

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

10 Scopus citations

Abstract

The exponentially growing data in every aspect of human lives is offering both opportunities to gain unprecedented insights and challenges for designing efficient discovery experiences. To respond to the challenge of dealing with big data, our work is designing a web-based, knowledge mining and interactive visualization platform that allows users to interactively synthesize, mine, and visualize large-scale data. In this paper, we extend the classic information retrieval concept of information seeking to more general insight discovery behavior. Our approach is to focus on user's insight discovery workflow rather than data per se. User interviews were conducted to extract workflows and specific requirements to inform and direct design decisions.

Original languageEnglish (US)
Title of host publicationDesign, User Experience, and Usability
Subtitle of host publicationWeb, Mobile, and Product Design - Second International Conference, DUXU 2013, Held as Part of HCI International 2013, Proceedings
Pages543-552
Number of pages10
EditionPART 4
DOIs
StatePublished - Aug 1 2013
Event2nd International Conference on Design, User Experience, and Usability: Web, Mobile, and Product Design, DUXU 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI International 2013 - Las Vegas, NV, United States
Duration: Jul 21 2013Jul 26 2013

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 4
Volume8015 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other2nd International Conference on Design, User Experience, and Usability: Web, Mobile, and Product Design, DUXU 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI International 2013
CountryUnited States
CityLas Vegas, NV
Period7/21/137/26/13

Keywords

  • User experience
  • big data
  • data discovery
  • user study
  • user-centered design

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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    Liu, Q., Vorvoreanu, M., Madhavan, K. P. C., & McKenna, A. F. (2013). Designing discovery experience for big data interaction: A case of web-based knowledge mining and interactive visualization platform. In Design, User Experience, and Usability: Web, Mobile, and Product Design - Second International Conference, DUXU 2013, Held as Part of HCI International 2013, Proceedings (PART 4 ed., pp. 543-552). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8015 LNCS, No. PART 4). https://doi.org/10.1007/978-3-642-39253-5_60