Ontology type: schema:Chapter
2018-11-04
AUTHORSStefaan Ternier , Maren Scheffel , Hendrik Drachsler
ABSTRACTThis chapter reports about experiences gained in developing a learning analytics infrastructure for an ecosystem of different MOOC providers in Europe. These efforts originated in the European project ECO that aimed to develop a single-entry portal for various MOOC providers by developing shared technologies for these providers and distributing these technologies to the individual MOOC platforms of the project partners. The chapter presents a big data infrastructure that is able to handle learning activities from various sources and shows how the work in ECO led to a standardised approach for capturing learning analytics data according to the xAPI specification and storing them into cloud-based big data storage. The chapter begins with a definition of big data in higher education and thereafter describes the practical experiences gained from developing the learning analytics infrastructure. More... »
PAGES177-194
Frontiers of Cyberlearning
ISBN
978-981-13-0649-5
978-981-13-0650-1
http://scigraph.springernature.com/pub.10.1007/978-981-13-0650-1_10
DOIhttp://dx.doi.org/10.1007/978-981-13-0650-1_10
DIMENSIONShttps://app.dimensions.ai/details/publication/pub.1108021879
JSON-LD is the canonical representation for SciGraph data.
TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT
[
{
"@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json",
"about": [
{
"id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0806",
"inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/",
"name": "Information Systems",
"type": "DefinedTerm"
},
{
"id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08",
"inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/",
"name": "Information and Computing Sciences",
"type": "DefinedTerm"
}
],
"author": [
{
"affiliation": {
"alternateName": "Open University in the Netherlands",
"id": "https://www.grid.ac/institutes/grid.36120.36",
"name": [
"Welten Institute, Open University of the Netherlands, Valkenburgerweg 177, 6419 AT, Heerlen, The Netherlands"
],
"type": "Organization"
},
"familyName": "Ternier",
"givenName": "Stefaan",
"id": "sg:person.010772071403.70",
"sameAs": [
"https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010772071403.70"
],
"type": "Person"
},
{
"affiliation": {
"alternateName": "Open University in the Netherlands",
"id": "https://www.grid.ac/institutes/grid.36120.36",
"name": [
"Welten Institute, Open University of the Netherlands, Valkenburgerweg 177, 6419 AT, Heerlen, The Netherlands"
],
"type": "Organization"
},
"familyName": "Scheffel",
"givenName": "Maren",
"id": "sg:person.07646636143.50",
"sameAs": [
"https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07646636143.50"
],
"type": "Person"
},
{
"affiliation": {
"alternateName": "Goethe University Frankfurt",
"id": "https://www.grid.ac/institutes/grid.7839.5",
"name": [
"Welten Institute, Open University of the Netherlands, Valkenburgerweg 177, 6419 AT, Heerlen, The Netherlands",
"German Institute of International Educational Research (DIPF), Goethe University Frankfurt, Schlo\u00dfstra\u00dfe 29, 60486, Frankfurt Am Main, Germany"
],
"type": "Organization"
},
"familyName": "Drachsler",
"givenName": "Hendrik",
"id": "sg:person.01317036121.39",
"sameAs": [
"https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01317036121.39"
],
"type": "Person"
}
],
"citation": [
{
"id": "https://doi.org/10.1145/2883851.2883893",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1005579239"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1016/j.procs.2010.08.010",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1027452263"
],
"type": "CreativeWork"
},
{
"id": "sg:pub.10.1007/s10758-014-9223-7",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1030084225",
"https://doi.org/10.1007/s10758-014-9223-7"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1145/2723576.2723627",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1037341635"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1145/2883851.2883897",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1039965392"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1111/jcal.12135",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1047701949"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1145/2677199.2687908",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1048924940"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1177/0002764213479363",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1063545718"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1177/0002764213479363",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1063545718"
],
"type": "CreativeWork"
},
{
"id": "sg:pub.10.1007/978-3-319-66610-5_15",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1091476739",
"https://doi.org/10.1007/978-3-319-66610-5_15"
],
"type": "CreativeWork"
},
{
"id": "sg:pub.10.1007/978-3-319-66610-5_7",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1091476799",
"https://doi.org/10.1007/978-3-319-66610-5_7"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1109/icalt.2016.48",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1095621589"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1145/3027385.3027447",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1096147503"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1145/3027385.3027447",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1096147503"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1002/0471448354",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1098661481"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1002/0471448354",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1098661481"
],
"type": "CreativeWork"
}
],
"datePublished": "2018-11-04",
"datePublishedReg": "2018-11-04",
"description": "This chapter reports about experiences gained in developing a learning analytics infrastructure for an ecosystem of different MOOC providers in Europe. These efforts originated in the European project ECO that aimed to develop a single-entry portal for various MOOC providers by developing shared technologies for these providers and distributing these technologies to the individual MOOC platforms of the project partners. The chapter presents a big data infrastructure that is able to handle learning activities from various sources and shows how the work in ECO led to a standardised approach for capturing learning analytics data according to the xAPI specification and storing them into cloud-based big data storage. The chapter begins with a definition of big data in higher education and thereafter describes the practical experiences gained from developing the learning analytics infrastructure.",
"editor": [
{
"familyName": "Spector",
"givenName": "J. Michael",
"type": "Person"
},
{
"familyName": "Kumar",
"givenName": "Vivekanandan",
"type": "Person"
},
{
"familyName": "Essa",
"givenName": "Alfred",
"type": "Person"
},
{
"familyName": "Huang",
"givenName": "Yueh-Min",
"type": "Person"
},
{
"familyName": "Koper",
"givenName": "Rob",
"type": "Person"
},
{
"familyName": "Tortorella",
"givenName": "Richard A. W.",
"type": "Person"
},
{
"familyName": "Chang",
"givenName": "Ting-Wen",
"type": "Person"
},
{
"familyName": "Li",
"givenName": "Yanyan",
"type": "Person"
},
{
"familyName": "Zhang",
"givenName": "Zhizhen",
"type": "Person"
}
],
"genre": "chapter",
"id": "sg:pub.10.1007/978-981-13-0650-1_10",
"inLanguage": [
"en"
],
"isAccessibleForFree": false,
"isPartOf": {
"isbn": [
"978-981-13-0649-5",
"978-981-13-0650-1"
],
"name": "Frontiers of Cyberlearning",
"type": "Book"
},
"name": "Towards a Cloud-Based Big Data Infrastructure for Higher Education Institutions",
"pagination": "177-194",
"productId": [
{
"name": "doi",
"type": "PropertyValue",
"value": [
"10.1007/978-981-13-0650-1_10"
]
},
{
"name": "readcube_id",
"type": "PropertyValue",
"value": [
"4d74673038472b8ad4d907dfd13d39b2f3bde8a06af9468a758bcfca14fd5bbe"
]
},
{
"name": "dimensions_id",
"type": "PropertyValue",
"value": [
"pub.1108021879"
]
}
],
"publisher": {
"location": "Singapore",
"name": "Springer Singapore",
"type": "Organisation"
},
"sameAs": [
"https://doi.org/10.1007/978-981-13-0650-1_10",
"https://app.dimensions.ai/details/publication/pub.1108021879"
],
"sdDataset": "chapters",
"sdDatePublished": "2019-04-16T04:40",
"sdLicense": "https://scigraph.springernature.com/explorer/license/",
"sdPublisher": {
"name": "Springer Nature - SN SciGraph project",
"type": "Organization"
},
"sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000322_0000000322/records_64986_00000000.jsonl",
"type": "Chapter",
"url": "https://link.springer.com/10.1007%2F978-981-13-0650-1_10"
}
]
Download the RDF metadata as: json-ld nt turtle xml License info
JSON-LD is a popular format for linked data which is fully compatible with JSON.
curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/978-981-13-0650-1_10'
N-Triples is a line-based linked data format ideal for batch operations.
curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/978-981-13-0650-1_10'
Turtle is a human-readable linked data format.
curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/978-981-13-0650-1_10'
RDF/XML is a standard XML format for linked data.
curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/978-981-13-0650-1_10'
This table displays all metadata directly associated to this object as RDF triples.
165 TRIPLES
23 PREDICATES
39 URIs
19 LITERALS
8 BLANK NODES