Expressions of Data: Natural State, Specific Application, and General Pattern

Manhai Li, Wa An, Xi Wang

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

Abstract

With the explosive growth of data volume, more and more data are processed into various kinds of valuable products, which is the trend of the development of the times and the broad demand of the society. The work aims to analyze the different expressions of data and explore the research paradigm of data artifacts. When data becomes the object of design, there are also ethical problems. Creating meaningful data artifacts is the goal of making these data valuable, which is an important thing. Based on the cases of various products driven by data and those artifacts made by data, a classification study is conducted through induction and summary, three expressions of data are illustrated: natural state, specific application, and general pattern. The classification concerns mainly on the meaning rather than the depth or difficulty of data processing, also having nothing to do with these management dimensions of data, such as volume, variety, and velocity.

Original languageEnglish (US)
Title of host publicationDesign, User Experience, and Usability
Subtitle of host publicationUX Research and Design - 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings
EditorsMarcelo M. Soares, Elizabeth Rosenzweig, Aaron Marcus
PublisherSpringer Science and Business Media Deutschland GmbH
Pages401-412
Number of pages12
ISBN (Print)9783030782207
DOIs
StatePublished - Jul 3 2021
Event10th International Conference on Design, User Experience, and Usability, DUXU 2021, held as part of the 23rd International Conference, HCI International 2021 - Virtual, Online
Duration: Jul 24 2021Jul 29 2021

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12779 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference10th International Conference on Design, User Experience, and Usability, DUXU 2021, held as part of the 23rd International Conference, HCI International 2021
CityVirtual, Online
Period7/24/217/29/21

Bibliographical note

Publisher Copyright:
© 2021, Springer Nature Switzerland AG.

Keywords

  • Big data
  • Data artifacts
  • Data commercialization
  • Expressions

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