Teamwork assessment in the educational web of data: A learning analytics approach towards ISO 10018

Miguel A. Conde; Ricardo Colomo-Palacios; Francisco J. García-Peñalvo; Xabier Larrucea

doi:10.1016/j.tele.2017.02.001

Teamwork assessment in the educational web of data: A learning analytics approach towards ISO 10018

Miguel A. Conde, Ricardo Colomo-Palacios^*, Francisco J. García-Peñalvo, Xabier Larrucea

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

39 Citations (Scopus)

Abstract

The Web of Data is an emerging research field that contributes to make better decisions because it gathers, combines and analyses different data sources available worldwide. Educational data is an interesting domain because it deals with the quality of the education itself and educational institutions which are common goals for every country. This paper is devoted to present how this idea has been used to improve a learning analytics tool. By means of this tool, teachers can perform teamwork competence assessment of a group of students taking into account how the individuals acquire the essential components of such competence. In this sense, authors use the Comprehensive Training Model of the Teamwork Competence in Engineering Domain (CTMTC) method to gather competence evidences and improve the system with a learning analytics tool to support the process. This tool is able to transform competence evidences and stores them in a competence ontology built upon ISO 10018 concepts. The final result is the production of educational results for the web of data.

Original language	English
Pages (from-to)	551-563
Number of pages	13
Journal	Telematics and Informatics
Volume	35
Issue number	3
DOIs	https://doi.org/10.1016/j.tele.2017.02.001
Publication status	Published - Jun 2018

Keywords

Competence
ISO 10018
Ontology
Teamwork

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1016/j.tele.2017.02.001

Cite this

@article{b72d6157616d4f5f9ca59f20fff74f55,

title = "Teamwork assessment in the educational web of data: A learning analytics approach towards ISO 10018",

abstract = "The Web of Data is an emerging research field that contributes to make better decisions because it gathers, combines and analyses different data sources available worldwide. Educational data is an interesting domain because it deals with the quality of the education itself and educational institutions which are common goals for every country. This paper is devoted to present how this idea has been used to improve a learning analytics tool. By means of this tool, teachers can perform teamwork competence assessment of a group of students taking into account how the individuals acquire the essential components of such competence. In this sense, authors use the Comprehensive Training Model of the Teamwork Competence in Engineering Domain (CTMTC) method to gather competence evidences and improve the system with a learning analytics tool to support the process. This tool is able to transform competence evidences and stores them in a competence ontology built upon ISO 10018 concepts. The final result is the production of educational results for the web of data.",

keywords = "Competence, ISO 10018, Ontology, Teamwork",

author = "Conde, {Miguel A.} and Ricardo Colomo-Palacios and Garc{\'i}a-Pe{\~n}alvo, {Francisco J.} and Xabier Larrucea",

note = "Publisher Copyright: {\textcopyright} 2017 Elsevier Ltd",

year = "2018",

month = jun,

doi = "10.1016/j.tele.2017.02.001",

language = "English",

volume = "35",

pages = "551--563",

journal = "Telematics and Informatics",

issn = "0736-5853",

publisher = "Elsevier Ltd.",

number = "3",

}

TY - JOUR

T1 - Teamwork assessment in the educational web of data

T2 - A learning analytics approach towards ISO 10018

AU - Conde, Miguel A.

AU - Colomo-Palacios, Ricardo

AU - García-Peñalvo, Francisco J.

AU - Larrucea, Xabier

PY - 2018/6

Y1 - 2018/6

N2 - The Web of Data is an emerging research field that contributes to make better decisions because it gathers, combines and analyses different data sources available worldwide. Educational data is an interesting domain because it deals with the quality of the education itself and educational institutions which are common goals for every country. This paper is devoted to present how this idea has been used to improve a learning analytics tool. By means of this tool, teachers can perform teamwork competence assessment of a group of students taking into account how the individuals acquire the essential components of such competence. In this sense, authors use the Comprehensive Training Model of the Teamwork Competence in Engineering Domain (CTMTC) method to gather competence evidences and improve the system with a learning analytics tool to support the process. This tool is able to transform competence evidences and stores them in a competence ontology built upon ISO 10018 concepts. The final result is the production of educational results for the web of data.

AB - The Web of Data is an emerging research field that contributes to make better decisions because it gathers, combines and analyses different data sources available worldwide. Educational data is an interesting domain because it deals with the quality of the education itself and educational institutions which are common goals for every country. This paper is devoted to present how this idea has been used to improve a learning analytics tool. By means of this tool, teachers can perform teamwork competence assessment of a group of students taking into account how the individuals acquire the essential components of such competence. In this sense, authors use the Comprehensive Training Model of the Teamwork Competence in Engineering Domain (CTMTC) method to gather competence evidences and improve the system with a learning analytics tool to support the process. This tool is able to transform competence evidences and stores them in a competence ontology built upon ISO 10018 concepts. The final result is the production of educational results for the web of data.

KW - Competence

KW - ISO 10018

KW - Ontology

KW - Teamwork

UR - http://www.scopus.com/inward/record.url?scp=85013391487&partnerID=8YFLogxK

U2 - 10.1016/j.tele.2017.02.001

DO - 10.1016/j.tele.2017.02.001

M3 - Article

AN - SCOPUS:85013391487

SN - 0736-5853

VL - 35

SP - 551

EP - 563

JO - Telematics and Informatics

JF - Telematics and Informatics

IS - 3

ER -

Teamwork assessment in the educational web of data: A learning analytics approach towards ISO 10018

Abstract

Keywords

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this