Tailored data science education using gamification

  • Interest to become a data scientist or related professions in data science domain is rapidly growing. To meet such a demand, we propose a novel educational service that aims to provide tailored learning paths for data science. Our target user is one who aims to be an expert in data science. Our approach is to analyze the background of the practitioner and match the learning units. A critical feature is that we use gamification to reinforce the practitioner engagement. We believe that our work provides a practical guideline for those who want to learn data science.

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Author:Hee Eun Kim, Roberto V. Zicari, Karsten TolleORCiDGND, Andrea Manieri
URN:urn:nbn:de:hebis:30:3-439031
URL:https://zenodo.org/record/546091
DOI:https://doi.org/10.1109/CloudCom.2016.0108
ISBN:978-1-5090-1445-3
ISSN:2330-2186
Parent Title (English):Proceedings : 8th IEEE international conference on cloud computing technology and science ; CloudCom 2016, Los Alamitos, California ; Washington ; Tokyo : IEEE Computer Society Conference Publishing Services (CPS), 2016
Publisher:IEEE Computer Society Conference Publishing Services (CPS)
Place of publication:Los Alamitos, California ; Washington ; Tokyo
Document Type:Conference Proceeding
Language:English
Date of Publication (online):2017/10/24
Year of first Publication:2016
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Contributing Corporation:8th IEEE International Conference on Cloud Computing Technology and Science, 12–15 December 2016, Luxembourg City, Luxembourg
Release Date:2017/10/24
Tag:Crowdsourcing; Data science; Databases; EDISON competence framework; Europe; Knowledge engineering; Training; data crowdsourcing; data science education; gamification; knowledge area; learning goal; learning unit; tailored learning path
Page Number:6
First Page:627
Last Page:632
Note:
License (for files): Creative Commons Attribution 4.0
HeBIS-PPN:419756574
Institutes:Informatik und Mathematik / Informatik
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - Namensnennung 4.0

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