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

Manhai Li; Wa An; Xi Wang

doi:10.1007/978-3-030-78221-4_27

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

Manhai Li, Wa An, Xi Wang

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Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English (US)
Title of host publication	Design, User Experience, and Usability
Subtitle of host publication	UX Research and Design - 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings
Editors	Marcelo M. Soares, Elizabeth Rosenzweig, Aaron Marcus
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	401-412
Number of pages	12
ISBN (Print)	9783030782207
DOIs	https://doi.org/10.1007/978-3-030-78221-4_27
State	Published - 2021
Event	10th 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 2021 → Jul 29 2021

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12779 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	10th International Conference on Design, User Experience, and Usability, DUXU 2021, held as part of the 23rd International Conference, HCI International 2021
City	Virtual, Online
Period	7/24/21 → 7/29/21

Bibliographical note

Publisher Copyright:
© 2021, Springer Nature Switzerland AG.

Keywords

Big data
Data artifacts
Data commercialization
Expressions

Access

10.1007/978-3-030-78221-4_27

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Li, M., An, W., & Wang, X. (2021). Expressions of Data: Natural State, Specific Application, and General Pattern. In M. M. Soares, E. Rosenzweig, & A. Marcus (Eds.), Design, User Experience, and Usability: UX Research and Design - 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings (pp. 401-412). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12779 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-78221-4_27

Expressions of Data: Natural State, Specific Application, and General Pattern. / Li, Manhai; An, Wa; Wang, Xi.
Design, User Experience, and Usability: UX Research and Design - 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. ed. / Marcelo M. Soares; Elizabeth Rosenzweig; Aaron Marcus. Springer Science and Business Media Deutschland GmbH, 2021. p. 401-412 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12779 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Li, M, An, W & Wang, X 2021, Expressions of Data: Natural State, Specific Application, and General Pattern. in MM Soares, E Rosenzweig & A Marcus (eds), Design, User Experience, and Usability: UX Research and Design - 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12779 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 401-412, 10th International Conference on Design, User Experience, and Usability, DUXU 2021, held as part of the 23rd International Conference, HCI International 2021, Virtual, Online, 7/24/21. https://doi.org/10.1007/978-3-030-78221-4_27

Li M, An W, Wang X. Expressions of Data: Natural State, Specific Application, and General Pattern. In Soares MM, Rosenzweig E, Marcus A, editors, Design, User Experience, and Usability: UX Research and Design - 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. Springer Science and Business Media Deutschland GmbH. 2021. p. 401-412. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-78221-4_27

Li, Manhai ; An, Wa ; Wang, Xi. / Expressions of Data : Natural State, Specific Application, and General Pattern. Design, User Experience, and Usability: UX Research and Design - 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. editor / Marcelo M. Soares ; Elizabeth Rosenzweig ; Aaron Marcus. Springer Science and Business Media Deutschland GmbH, 2021. pp. 401-412 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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

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Keywords

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