Design Data Literacy - Impact of Data Literacy in Virtual Product Development

被引:1
作者
Giese, Tim G. [1 ]
Anderl, Reiner [1 ]
机构
[1] Tech Univ Darmstadt, Dept Comp Integrated Design DiK, Darmstadt, Germany
来源
2021 IEEE ASIA-PACIFIC CONFERENCE ON COMPUTER SCIENCE AND DATA ENGINEERING (CSDE) | 2021年
关键词
Data Literacy; Data Sovereignty; Data Tracking; design; product development; Design Data Literacy;
D O I
10.1109/CSDE53843.2021.9718430
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In today's information age, due to the massive amounts of data generated, an understanding about the interaction with data is becoming increasingly significant. While in virtual product development of technical components, a lot of research regarding the collection and storage of data exists, we identified missing key competencies for the interaction with design data. In the collaborative and multidisciplinary design process of technical products, designers are missing knowledge about: the origin of a data piece, an understanding about the reliability of a source, as well as transparency to whom their data is distributed and how it is further used. Approaching this problem, we identified the necessity of providing designers with relevant skills and information. Therefore, we developed a novel concept for the introduction and application of Data Literacy to product development in order to create transparency and awareness for a responsible generation and use of design data. The concept is called Design Data Literacy and consists of the 3 major pillars: Data Provenance, Data Tracking and Tracing, as well as Data Sovereignty. To validate the concept, we conducted a prototypical implementation and evaluation. We came to the conclusion that the presented concept can be used effectively to introduce and apply Data Literacy to product development.
引用
收藏
页数:8
相关论文
共 30 条
[1]  
Adhikari A., 2019, COMPUTATIONAL INFERE
[2]  
[Anonymous], 2012, EURO J LAW TECHNOL
[3]  
Bhatnagar H., 2017, Management and Economics Research Journal, V03, pp, P11
[4]   THE ROAD TO EUROPEAN DIGITAL SOVEREIGNTY WITH GAIA-X AND IDSA [J].
Braud, Arnaud ;
Fromentoux, Gael ;
Radier, Benoit ;
Le Grand, Olivier .
IEEE NETWORK, 2021, 35 (02) :4-5
[5]  
Collins V., 2019, CPA J
[6]  
Dietz M., 2019, IFIP ANN C DATA APPL
[7]  
Frank M., 2016, The Journal of Community Informatics, V12, P4
[8]  
Gaia-X Technical Committee Gaia-X Working Group Architecture Gaia-X Working Group Federation Services / Open Source Software Gaia-X Working Group Portfolio Gaia-X Working Group Provider and Gaia-X Working Group User Gaia-X Working Group X- Assocation, 2021, GAIAX ARCH DOC
[9]   Advanced Data Literacy Culture Enabled through App Assistance for Competence Creation [J].
Giese, Tim G. ;
Wende, Martin ;
Bulut, Serdar ;
Anderl, Reiner .
PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON TEACHING, ASSESSMENT, AND LEARNING FOR ENGINEERING (IEEE TALE 2020), 2020, :341-348
[10]  
Glavic Boris., 2007, BTW, V7, P227, DOI 10.5167/uzh-24450