| 62422 |
Creator |
2482a533b100c51b082644502f2b86e0 |
| 62422 |
Creator |
3a7e1208601d2480ab76f5a4888d255f |
| 62422 |
Creator |
5b33bf50d350f1ad5a68e46a7ab668b7 |
| 62422 |
Creator |
4a68f06df6f420bc66be140edfa2d2b7 |
| 62422 |
Creator |
ext-b2b73d99aa05f4f2fda4c6a635733676 |
| 62422 |
Date |
2019 |
| 62422 |
Is Part Of |
repository |
| 62422 |
abstract |
Learning analytics is an emerging field focusing on tracing, collecting, and analysing
data through learners’ interactions with educational content. The standardisation
of the data collected to supporting interoperability and reuse is one of the key open
issues in this field. One of the most promising routes to data standardisation is
through the xAPI: a framework for developing standard ‘statements’ as representations
of learning activity. This paper presents work con- ducted within the context of the
Institute of Coding.1 Additionally, we have developed a system called ADA for automating
the learning analytics data processing life cycle. To our knowledge, ADA is the only
system aiming to automate the turning data into xAPI statements for standardisation,
sending data to and extracting data from a learning record store or mongoDB, and providing
learning analytics. The Open University Learning Analytics Dataset is used in the
test case. The test case study has led to the extension of the xAPI with five new
methods: 1) persona attributes, 2) register, 3) unregister, 4) submit, and 5) a number
of views information. |
| 62422 |
authorList |
authors |
| 62422 |
presentedAt |
ext-60890da4b0714e8e822315977cfbaa23 |
| 62422 |
status |
peerReviewed |
| 62422 |
uri |
http://data.open.ac.uk/oro/document/903597 |
| 62422 |
uri |
http://data.open.ac.uk/oro/document/903598 |
| 62422 |
uri |
http://data.open.ac.uk/oro/document/903612 |
| 62422 |
uri |
http://data.open.ac.uk/oro/document/903613 |
| 62422 |
uri |
http://data.open.ac.uk/oro/document/903614 |
| 62422 |
uri |
http://data.open.ac.uk/oro/document/903615 |
| 62422 |
uri |
http://data.open.ac.uk/oro/document/904043 |
| 62422 |
type |
AcademicArticle |
| 62422 |
type |
Article |
| 62422 |
label |
Celik, Dilek; Mikroyannidis, Alexander ; Hlosta, Martin ; Third, Allan and Domingue,
John (2019). ADA: A System for Automating the Learning Data Analytics Processing
Life Cycle. In: EC-TEL 2019 14th European Conference on Technology Enhanced Learning,
16-19 Sep 2019, Delft, Netherlands. |
| 62422 |
label |
Celik, Dilek; Mikroyannidis, Alexander ; Hlosta, Martin ; Third, Allan and Domingue,
John (2019). ADA: A System for Automating the Learning Data Analytics Processing
Life Cycle. In: EC-TEL 2019 14th European Conference on Technology Enhanced Learning,
16-19 Sep 2019, Delft, Netherlands. |
| 62422 |
Title |
ADA: A System for Automating the Learning Data Analytics Processing Life Cycle |
| 62422 |
in dataset |
oro |