cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8108856
title: CLARA Knowledge Graph of licensed educational resources (Standard reification)

description: /!\ This deposit is deprecated; a more complete version of the deposit can be found here: 8403142. /!\

CLARAThis deposit is part of the CLARA project. The CLARA project aims to empower teachers in the task of creating new educational resources. And in particular with the task of handling the licenses of reused educational resources.

The present deposit contains the RDF files created using an RDF mapping (RML) and a mapper (Morph-KGC). The files used as inputs can be found here. That pipeline can be found on Gitlab. The data used in that pipeline originate from X5GON, a European project aiming to generate and gather open educational resources.

ContentThe present Knowledge Graph contains information about 45K educational resources and 135K subjects (extracted from DBpedia).That information contains 



the author,

its title and description

the license,

a URL to the resource itself,

the language of the educational resource,

its mimetype,

and finally which subject it talks about, and to what extent.


That extent is given by two scores, a PageRank score and a cosinus score (that were not calculated on our graph but during the X5GON project)

A particularity of the Knowledge Graph is its heavy use of RDF reification, across large multi-valued properties.Other versions of the same deposit can be found using different reification models:



Named graphs

Singleton properties

RDF-star


The Knowledge Graph also contains categories originating from DBpedia. They help precise the subjects that are also extracted from DBpedia.

The deposit contains five types of files:



Authors_[X].nt - Those contain the authors' nodes, their type, and name.

ER_[X].nt - Those contain the educational resources and their information using standard reification.

categories_skos_[X].ttl - Those contain the hierarchy of DBpedia categories.

categories_labels.ttl  - This file contains additional information about the categories.

categories_article.ttl - This file contains the RDF triples that link the DBpedia subjects to the DBpedia categories.
description: This record and the related records are deprecated, move to this one for easier usability:  https://doi.org/10.5281/zenodo.8403142
DOI: 10.15468/dl.wgjmmk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZMUT Type specimen collections of Turku University",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050670-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8107150
title: Input JSON data for the pipeline of the CLARA Knowledge Graph

description: /!\ This deposit is deprecated; a more complete version of the deposit can be found here: 8403142. /!\

CLARAThis deposit is part of the CLARA project. The CLARA project aims to empower teachers in the task of creating new educational resources. And in particular with the task of handling the licenses of reused educational resources.

The present deposit contains the JSON files extracted from the X5GON Postgresql database. The files are fed to the pipeline of the CLARA project for the creation of 4 different RDF graphs. This is achieved through the use of RDF mappings (RML, RML-star).That pipeline can be found on Gitlab.

The results of this pipeline can also be found on Zenodo, on those four different deposits:



Standard reification

Singleton properties

Named graphs

RDF-star


 

Content

The JSON files contain information on a total of 45K educational resources, linked to a total of 135K subjects (extracted from DBpedia). Each educational resource is linked to the subjects it talks about. Each of those links has two corresponding scores which represent the certainty of the given link. Those scores are "norm_cosine" and "norm_pageRank".

The dataset was cut into multiple JSON files in order to make its processing easier. There are two type of json files in this deposit:



authors_[X].json - Which lists the authors names

ER_[X].json - Which lists the educational resources and their related information.That information contains:



their title.

their description.

their language (and language_detected, only the first one is used in the pipeline here).

their license.

their mimetype.

the authors.

the date of creation of the resource.

a url linking to the resource itself.

and finally the subjects (named concepts) associated to the resource. With the corresponding scores.
description: This record and the related records are deprecated, move to this one for easier usability:  https://doi.org/10.5281/zenodo.8403142
DOI: 10.5281/zenodo.8107151
title: Input JSON data for the pipeline of the CLARA Knowledge Graph

description: /!\ This deposit is deprecated; a more complete version of the deposit can be found here: 8403142. /!\

CLARAThis deposit is part of the CLARA project. The CLARA project aims to empower teachers in the task of creating new educational resources. And in particular with the task of handling the licenses of reused educational resources.

The present deposit contains the JSON files extracted from the X5GON Postgresql database. The files are fed to the pipeline of the CLARA project for the creation of 4 different RDF graphs. This is achieved through the use of RDF mappings (RML, RML-star).That pipeline can be found on Gitlab.

The results of this pipeline can also be found on Zenodo, on those four different deposits:



Standard reification

Singleton properties

Named graphs

RDF-star


 

Content

The JSON files contain information on a total of 45K educational resources, linked to a total of 135K subjects (extracted from DBpedia). Each educational resource is linked to the subjects it talks about. Each of those links has two corresponding scores which represent the certainty of the given link. Those scores are "norm_cosine" and "norm_pageRank".

The dataset was cut into multiple JSON files in order to make its processing easier. There are two type of json files in this deposit:



authors_[X].json - Which lists the authors names

ER_[X].json - Which lists the educational resources and their related information.That information contains:



their title.

their description.

their language (and language_detected, only the first one is used in the pipeline here).

their license.

their mimetype.

the authors.

the date of creation of the resource.

a url linking to the resource itself.

and finally the subjects (named concepts) associated to the resource. With the corresponding scores.
description: This record and the related records are deprecated, move to this one for easier usability:  https://doi.org/10.5281/zenodo.8403142
DOI: 10.15468/dl.4xwm4p
title: Occurrence Download

description: A dataset containing 347581 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Canis lupus Linnaeus, 1758, Tragelaphus scriptus (Pallas, 1766), Alces alces (Linnaeus, 1758))"
 ]
}

 The dataset includes 347581 records from 847 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050651-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbf72a
title: Occurrence Download

description: A dataset containing 65706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Peromyscus maniculatus (Wagner, 1845)"
 ]
}

 The dataset includes 65706 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050654-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtu2p8
title: Occurrence Download

description: A dataset containing 2223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is INSDC Host Organism Sequences",
 "Country is Croatia"
 ]
}

 The dataset includes 2223 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050675-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28836158.v3
title: Supplementary data for “EpicTope: identifying protein sequence features to select non-disruptive epitope tagging sites.”

description: Raw scores for smad5 and hdac1 proteins
DOI: 10.15468/dl.c76987
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophioglossum lancifolium C.Presl",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050676-250525065834625/datasets/export for details.
DOI: 10.15468/dl.eth3sr
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Academy of Natural Sciences Ichthyology Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050678-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.963wac
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Lund University Biological Museum - Zoological collections (MZLU)",
 "Country is Croatia"
 ]
}

 The dataset includes 83 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050677-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12193851
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15681367
title: THE USE OF GAMES IN TEACHING ENGLISH TO YOUNG LEARNERS: PRACTICAL EXPERIMENTS AND OBSERVATIONS
DOI: 10.5281/zenodo.15681368
title: THE USE OF GAMES IN TEACHING ENGLISH TO YOUNG LEARNERS: PRACTICAL EXPERIMENTS AND OBSERVATIONS
DOI: 10.4121/6573ecdd-8fab-4f6e-985f-4a493127499a
title: Microphone-recorded respiratory sounds from horses undergoing a standardised exercise test

description: <strong>General introduction</strong>This dataset contains data collected in April and June 2022 as part of a research collaboration between Utrecht University (NL), Swedish University of Agricultural Sciences (SE), Inertia Technology B.V. (NL) and Menhammar Stuteri (SE) and is part of the PhD project of Rhana M. Aarts. <br>It is being made public both to act as supplementary data for publication and the PhD thesis of R. M. Aarts & Jeanne .I.M. Parmentier and in order for other researchers to use this data for future work. <br>It contains respiration sound data from fifteen Standardbred Warmblood Trotters (n=15) collected using a microphone attached close to the nostrils. The data was collected during a standardized exercise test on the track, whilst pulling a sulky. There are two different trotting speeds in this dataset (regular speed trot and high-speed trot).<br>The dataset consists of 2x 15 FLAC-files (total 30 FLAC-files) and there are two files for each horse: one regular speed trot and one high-speed trot segment. Additionally, there is one Excel-file containing information about the horses (age, sex, breed), trotting speeds, segment duration and file names. <br><strong>Ethical statement</strong>Signed written owner consent was obtained for all horses and the Ethics Committee for Animal Experiments, Uppsala, Sweden, approved the study (Dnr 5.8.18-04197/2022) in accordance with Swedish legislation on animal experiments.<br><strong>Funding information</strong>This project was funded by an European research fund (Eureka Eurostars: E!114697).<br><strong>Acknowledgements</strong>The authors would like to thank all people involved in the data collection (Zala Zgank, Ineke Smit, Ebba Zetterberg, Guillherme Camargo Ferraz) and the drivers and grooms of Menhammar Stuteri. They would also like to thank everyone involved in the project: Mihai Marin-Perianu, Raluca Marin-Perianu, Elin Hernlund, Filipe Serra Bragança and Johan Hellander.
DOI: 10.4121/6573ecdd-8fab-4f6e-985f-4a493127499a.v1
title: Microphone-recorded respiratory sounds from horses undergoing a standardised exercise test

description: <strong>General introduction</strong>This dataset contains data collected in April and June 2022 as part of a research collaboration between Utrecht University (NL), Swedish University of Agricultural Sciences (SE), Inertia Technology B.V. (NL) and Menhammar Stuteri (SE) and is part of the PhD project of Rhana M. Aarts. <br>It is being made public both to act as supplementary data for publication and the PhD thesis of R. M. Aarts & Jeanne .I.M. Parmentier and in order for other researchers to use this data for future work. <br>It contains respiration sound data from fifteen Standardbred Warmblood Trotters (n=15) collected using a microphone attached close to the nostrils. The data was collected during a standardized exercise test on the track, whilst pulling a sulky. There are two different trotting speeds in this dataset (regular speed trot and high-speed trot).<br>The dataset consists of 2x 15 FLAC-files (total 30 FLAC-files) and there are two files for each horse: one regular speed trot and one high-speed trot segment. Additionally, there is one Excel-file containing information about the horses (age, sex, breed), trotting speeds, segment duration and file names. <br><strong>Ethical statement</strong>Signed written owner consent was obtained for all horses and the Ethics Committee for Animal Experiments, Uppsala, Sweden, approved the study (Dnr 5.8.18-04197/2022) in accordance with Swedish legislation on animal experiments.<br><strong>Funding information</strong>This project was funded by an European research fund (Eureka Eurostars: E!114697).<br><strong>Acknowledgements</strong>The authors would like to thank all people involved in the data collection (Zala Zgank, Ineke Smit, Ebba Zetterberg, Guillherme Camargo Ferraz) and the drivers and grooms of Menhammar Stuteri. They would also like to thank everyone involved in the project: Mihai Marin-Perianu, Raluca Marin-Perianu, Elin Hernlund, Filipe Serra Bragança and Johan Hellander.
DOI: 10.15468/dl.cjh6bq
title: Occurrence Download

description: A dataset containing 4988 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biological observations from the Dana Expedition Reports"
 ]
}

 The dataset includes 4988 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050679-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qua3dd
title: Occurrence Download

description: A dataset containing 384530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Robinia pseudoacacia L."
 ]
}

 The dataset includes 384530 records from 3105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050658-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qb4-7r7-f28
title: Calamagrostis lapponica (Wahlenb.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb4-zlv-s7v
title: Cochlearia danica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-5ng-1lg
title: Potamogeton gramineus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-9jd-gjc
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-cbr-0pj
title: Juniperus communis var. communis

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-dak-vb9
title: Allium ursinum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-ebh-1yh
title: Vicia tetrasperma (L.) Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-lgw-e34
title: Juncus compressus Jacq.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-nhb-hkn
title: Polypodium vulgare L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-p2h-s4g
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-rfs-fvc
title: Ranunculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-rxf-3d8
title: Chenopodium probstii Aellen

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb6-1ns-mzp
title: Descurainia sophia (L.) Webb ex Prantl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb6-6aq-1t8
title: Calypso bulbosa (L.) Oakes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb6-7qb-9af
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-6e4-rhz
title: Saxifraga hirculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb6-7v3-p57
title: Holcus lanatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb5-shx-z29
title: Sparganium emersum Rehmann

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb6-c0v-j9h
title: Saxifraga cespitosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb6-k4s-45d
title: Rumex maritimus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb6-pkk-dxj
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-0rf-f62
title: Vicia hirsuta (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-1bs-ylz
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-21e-ybs
title: Zannichellia palustris subsp. palustris

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-2yf-xa1
title: Nymphaea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-9cc-1dr
title: Ribes alpinum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-fd0-pn3
title: Lathyrus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-k6m-gcj
title: Carex glareosa Schkuhr ex Wahlenb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-ltt-1z0
title: Myrica gale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-mgc-8vd
title: Juncus alpinoarticulatus subsp. rariflorus (Hartm.) Breistr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-nkm-fcb
title: Parnassia palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-vf3-cw3
title: Trifolium repens L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb7-x2j-qq0
title: Carex disticha Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-91z-ajl
title: Agrostis canina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-b6g-241
title: Carex loliacea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-fwx-6h0
title: Dianthus deltoides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-l4h-sd8
title: Pseudathyrium alpestre (Hoppe) Newman

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-lml-h3w
title: Reynoutria sachalinensis (F. Schmidt) Nakai

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-mxk-hk0
title: Avenella flexuosa (L.) Drejer

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-p5j-2bc
title: Agrostis gigantea Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-rfq-xy4
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-t7k-5p4
title: Botrychium matricariifolium (Döll) A. Braun ex Koch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-xd2-8xx
title: Matteuccia struthiopteris (L.) Tod.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-z06-2fx
title: Allium hollandicum R.M.Fritsch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb9-078-g7g
title: Trifolium pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb9-1ed-jh6
title: Dactylorhiza incarnata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb8-b8p-ap5
title: Dactylorhiza incarnata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.