#  EXECUTIVE SUMMARY

This deliverable provides an update of the first version of FREME data
management plan (D7.4)  1  . The deliverable outlines how the research data
collected or generated is being handled during the FREME action. It describes
which standards and methodologies for data collection and generation are used
in FREME, and whether and how data is and will be shared.

This document follows the template provided by the European Commission in the
Participant Portal.

#  1 DMP IN H2020

##  1.1 PURPOSE OF THE FREME DATA MANAGEMENT PLAN (DMP)

FREME is a H2020 project participating in the Open Research Data Pilot. Open
Research Data Pilot is part of the Open Access to Scientific Publications and
Research Data programme in H2020  2  . The goal of the programme is to foster
access to data generated in H2020 projects.

Open Access refers to a practice of giving online access to all scholarly
disciplines information that is free of charge to the end-­‐user. In this way
data becomes re-­‐usable, and the benefit of public investment in the research
will be improved.

The EC provided a document with guidelines  3  for projects participating in
the pilot. The guidelines address aspects like research data quality, sharing
and security. According to the guidelines, projects participating need to
develop a DMP.

The DMP describes the types of data that will be generated or gathered during
the project, the standards which will be used, the ways how the data will be
exploited and shared for verification or reuse, and how the data will be
preserved.

This document has been produced following these guidelines. This document is
an update of the first version of the DMP, delivered in M6 of the project. The
DMP will be updated once more time and will be documented in deliverable D7.6
(M24).

##  1.2 BACKGROUND OF THE FREME DMP

The FREME DMP has been written in reference to the Article 29.3 in the Model
Grant Agreement called “Open access to research data” (research data
management). Project participants must deposit their data in a research data
repository and take measures to make the data available to third parties. The
third parties should be able to access, mine, exploit, reproduce and
disseminate the data. This should also help to validate the results presented
in scientific publications. In addition, Article 29.3 suggests that
participants will have to provide information, via the repository, about tools
and instruments needed for the validation of project outcomes .

The DMP is important for tracking all data produced during the FREME project.
Article 29 states that project beneficiaries do not have to ensure access to
parts of research data if such access would lead to a risk for the project’s
goals. In such cases, the DMP must contain the reasons for not providing
access. According to the abovementioned DMP Guidelines it is planned that
research data management projects funded under H2020 will receive support
through the Research Infrastructures Work Programme 2014-­‐15 (call 3
e-­‐Infrastructures). Full support services support is expected to be
available only to research projects funded under H2020, with preference to
those participating in the Open

Research Data Pilot.

#  2 FREME DMP

##  2.1 OBJECTIVES OF THE FREME PROJECT

One of FREME general objectives is to build an open, innovative and
commercial-­‐grade framework of e-­services for multilingual and semantic
enrichment of digital content. We understand digital content as any type of
content that exists in digital form and in various formats. FREME will improve
existing processes of digital content management by grabbing vast amounts of
structured and unstructured multilingual datasets and reusing them in our
enrichment services.

By enrichment we mean annotation of content with additional information. We
focus on semantic and multilingual enrichment. One aim of FREME is to
transform unstructured content into a structured representation.

In terms of data and tooling, FREME will produce the following:

·∙ Six e-­‐Services realised as Web services for semantic and multilingual
enrichment of digital content;

·∙ Access to the e-­‐Services via APIs (and GUIs);

·∙ Access to existing data sets for enrichment;

·∙ Conversion of selected data sets into a standardised, linked data
representation to make them suitable for enrichment;

·∙ Facilities for FREME users to convert their own data sets into linked data
for usage in enrichment scenarios.

The design of the FREME e-­‐Services, APIs and GUIs, and the selection of data
sets is driven by the FREME business case partners, working on four business
scenarios:

·∙ BC 1: Authoring and publishing multilingually and semantically enriched
eBooks

·∙ BC 2: Integrating semantic enrichment into multilingual content in
localisation

·∙ BC 3: Enhancing cross-­‐language sharing and access to open data

·∙ BC 4: Empowering personalised content recommendation

One crucial aspect of FREME success will be to provide new business
opportunities for these partners. Hence, the requirements on data management
depend on the context of each business case and must not hinder the business
opportunities.

##  2.2 FREME DMP: A BRIDGE BETWEEN LANGUAGE AND DATA TECHNOLOGIES

FREME is building bridges between two communities: Language technologies and
data technologies.

###  2.2.1 META-­‐SHARE

META-­‐SHARE belongs to the language technology community. In terms of EC
funding, the current focus of language technology is in ICT 17. The ICT 17
project that is most relevant for data management is CRACKER  3  . CRACKER
adopts and promotes methodologies developed within the META-­‐NET initiative.
With its “Cracking the Language Barrier” initiative CRACKER is promoting a
collaboration that includes, among others, projects funded through ICT 17 and
ICT 15. FREME signed the corresponding Memorandum of Understanding and is
participating in this collaboration. As part of the effort FREME will make
available its metadata from existing datasets that are used by FREME, using
the META-­‐SHARE template provided by CRACKER.  
  
<table>  
<tr>  
<th>

**RESOURCE NAME**

</th>  
<th>

**COMPLETE TITLE OF THE RESOURCE**

</th> </tr>  
<tr>  
<td>

**RESOURCE TYPE**

</td>  
<td>

**CHOOSE ONE OF THE FOLLOWING VALUES:**

**LEXICAL/CONCEPTUAL RESOURCE, CORPUS, LANGUAGE DESCRIPTION**

</td> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**THE PHYSICAL MEDIUM OF THE CONTENT REPRESENTATION, E.G. VIDEO, IMAGE, TEXT,
NUMERICAL DATA, N-­‐GRAMS, ETC.**

</td> </tr>  
<tr>  
<td>

**LANGUAGE (S)**

</td>  
<td>

**THE LANGUAGE(S) OF THE RESOURCE CONTENT**

</td> </tr>  
<tr>  
<td>

**LICENSE**

</td>  
<td>

**THE LICENSING TERMS AND CONDITIONS UNDER WHICH THE TOOL/SERVICE CAN BE
USED**

</td> </tr>  
<tr>  
<td>

**DISTRIBUTION MEDIUM**

</td>  
<td>

**THE MEDIUM I.E. THE CHANNEL USED FOR DELIVERY OR PROVIDING ACCESS TO THE
RESOURCE, E.G. ACCESSIBLE THROUGH INTERFACE, DOWNLOADABLE, CD/DVD, ETC.**

</td> </tr>  
<tr>  
<td>

**USAGE**

</td>  
<td>

**FORESEEN USE OF THE RESOURCE FOR WHICH IT HAS BEEN PRODUCED**

</td> </tr>  
<tr> </tr>  
<tr>  
<td>

**SIZE**

</td>  
<td>

**SIZE OF THE RESOURCE WITH REGARD TO A SPECIFIC SIZE UNIT MEASUREMENT IN FORM
OF A NUMBER**

</td> </tr>  
<tr>  
<td>

**DESCRIPTION**

</td>  
<td>

**A BRIEF DESCRIPTION OF THE MAIN FEATURES OF THE FEATURES**

</td> </tr> </table>

#####  Table 1 META-­‐SHARE schema for datasets description

META-­‐SHARE  4  is an open resource exchange infrastructure, i.e., a
sustainable network of repositories for language resources (including data
sets, tools, technologies and web services), documented with high-­quality
metadata, aggregated in inventories allowing for uniform search and access to
resources. Data and tools can be both open and with restricted access rights,
free and for-­‐a-­‐fee. META-­‐SHARE targets existing but also new and
emerging language data, tools and systems required for building and evaluating
new technologies, products and services. This infrastructure started with the
integration of nodes and centres represented by the partners of the META-­‐NET
initiative. META-­‐SHARE is gradually being extended to encompass additional
nodes and centres, and to provide more functionality.

As described above, FREME will follow META-­‐SHARE practices for data
documentation, verification and distribution, as well as for curation and
preservation, ensuring the availability of the data and enabling access,
exploitation and dissemination.

An example of a dataset description according to the META-­‐SHARE schema:  
  
<table>  
<tr>  
<th>

**RESOURCE NAME**

</th>  
<th>

**DBPEDIA 2014 DATASET**

</th> </tr>  
<tr>  
<td>

**RESOURCE TYPE**

</td>  
<td>

**LEXICAL/CONCEPTUAL RESOURCE-­‐**

</td> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**LINKED DATA**

</td> </tr>  
<tr>  
<td>

**LANGUAGE (S)**

</td>  
<td>

**126 LANGUAGES**

</td> </tr>  
<tr>  
<td>

**LICENSE**

</td>  
<td>

**CC-­‐BY-­‐SA 3.0**

</td> </tr>  
<tr>  
<td>

**DISTRIBUTION MEDIUM**

</td>  
<td>

**HTTP://DOWNLOADS.DBPEDIA.ORG/2014/DATAID.TTL#DATASET**

</td> </tr>  
<tr>  
<td>

**USAGE**

</td>  
<td>

**DBPPEDIA IS AN OPEN DATASET**

</td> </tr>  
<tr>  
<td>

**SIZE**

</td>  
<td>

**1.200.000.000 TRIPLES**

</td> </tr>  
<tr>  
<td>

**DESCRIPTION**

</td>  
<td>

**DBPEDIA IS A CROWD-­‐SOURCED COMMUNITY EFFORT**

</td> </tr> </table>

**Table 2 DBpedia as an example of META-­‐SHARE schema for datasets
description**

###  2.2.2 DATAID

DataID is a machine-­‐readable metadata format put forward by the community of
linguistic linked data, representing the data technology community. DataID is
used in the DBpedia community and in the ALIGNED project. The FREME consortium
partner Infai is also partner in ALIGNED.

The effort around DataID comes with a tool called DMP generator. The generator
takes as input a DataID file and produces an HTML report that can be used
as-­‐is. Currently the generator is in early prototype stage.

The DataID model establishes a system to describe metadata for datasets. This
system improves the form of datahub.io, a data management platform by the Open
Knowledge adding richer semantics in several properties relevant to LOD
datasets. Even though this system is compliant to datahub-­‐io.  
  
<table>  
<tr>  
<th>

**DATA SET REFERENCE AND NAME**

</th>  
<th>

**NAME**

**METADATA URI**

**HOMEPAGE**

**PUBLISHER**

**MAINTAINER**

</th> </tr>  
<tr>  
<td>

**DATA SET DESCRIPTION**

</td>  
<td>

**DESCRIPTION**

**PROVENANCE**

**USEFULNESS** **SIMILAR DATA**

**RE-­‐USE AND INTEGRATION**

</td> </tr>  
<tr>  
<td>

**STANDARDS AND METADATA**

</td>  
<td>

**METADATA DESCRIPTION**

**VOCABULARIES AND ONTOLOGIES**

</td> </tr>  
<tr>  
<td>

**DATA SHARING**

</td>  
<td>

**LICENSE**

**ODRL LICENSE DESCRIPTION**

**OPENNESS**

**SOFTWARE NECESSARY**

**REPOSITORY**

</td> </tr>  
<tr>  
<td>

**ARCHIVING AND PRESERVATION**

</td>  
<td>

**PRESERVATION**

**GROWTH**

**ARCHIVE**

**SIZE**

</td> </tr> </table>

#####  Table 3 DATAID schema for datasets description

In the last two years, the data community has gathered in the LIDER project  5
, which ended in December 2015, a group of stakeholders around LLD. LLD means
the representation of language resources using linked data principles  6  .
One outcome of LIDER is guidelines on working with linguistic linked data  7
. FREME will adopt the general guideline of how to include data in the
linguistic linked data cloud and the specific guidelines of using the DataID
metadata format.

DataID provides a bridge to the DBpedia community and the DBpedia association.
DataID is also used in other H2020 projects, especially the ALIGNED project  8
. The tools for creating DataID metadata records will also be used in FREME.

An example of a dataset description according to the DATAID schema:  
  
<table>  
<tr>  
<th>

**DATA SET REFERENCE AND NAME**

</th>  
<th>

**NAME: DBPEDIA 2014 DATASET**

**METADATA URI:**

**HTTP://DOWNLOADS.DBPEDIA.ORG/2014/DATAID.TTL#DATASET**

**HOMEPAGE: HTTP://DBPEDIA.ORG/**

**PUBLISHER: DBPEDIA ASSOCIATION**

**MAINTAINER: DBPEDIA ASSOCIATION**

</th> </tr>  
<tr>  
<td>

**DATA SET DESCRIPTION**

</td>  
<td>

**DESCRIPTION: DBPEDIA IS A CROWD-­‐SOURCED COMMUNITY EFFORT TO EXTRACT
STRUCTURED INFORMATION FROM WIKIPEDIA AND MAKE THIS INFORMATION AVAILABLE ON
THE WEB. DBPEDIA ALLOWS YOU TO ASK SOPHISTICATED QUERIES AGAINST WIKIPEDIA,
AND TO LINK THE DIFFERENT DATA SETS ON THE WEB TO WIKIPEDIA DATA. WE HOPE THAT
THIS WORK WILL MAKE IT EASIER FOR THE HUGE AMOUNT OF INFORMATION IN WIKIPEDIA
TO BE USED IN SOME NEW INTERESTING WAYS.**

**PROVENANCE: WIKIPEDIA (WIKIMEDIA FOUNDATION)**

**USEFULNESS: DBPEDIA IS A USEFUL RESOURCE FOR INTERLINKING GENERAL DATASETS
WITH ENCYCLOPEDIC KNOWLEDGE. USERS PROFITING FROM DBPEDIA ARE OPEN DATA
DEVELOPERS, SMES AND RESEARCHERS IN DATA SCIENCE AND NLP**

**SIMILAR DATA: FREEBASE OR YAGO PROVIDE SIMILAR DATASETS**

**RE-­‐USE AND INTEGRATION: HTTP://DATAHUB.IO/DATASET/DBPEDIA**

</td> </tr>  
<tr>  
<td>

**STANDARDS AND METADATA**

</td>  
<td>

**METADATA DESCRIPTION IS DONE IN LINKED DATA USING DATAID, A METADATA
DESCRIPTION VOCABULARY BASED ON DCAT. DMP REPORTS ARE**

**AUTOMATICALLY GENERATED AND MAINTAINED UP TO DATE USING THIS**

**METADATA.**

**VOCABULARIES AND ONTOLOGIES:**

**HTTP://DOWNLOADS.DBPEDIA.ORG/2014/DBPEDIA_2014.OWL**

</td> </tr>  
<tr> </tr>  
<tr>  
<td>

**DATA SHARING**

</td>  
<td>

**LICENSE: CC-­‐BY-­‐SA 3.0**

**ODRL LICENSE DESCRIPTION: HTTP://PURL.ORG/NET/RDFLICENSE/CC-­‐BY-­‐**

**SA3.0DE**

**OPENNESS: DBPEDIA IS AN OPEN DATASET**

**SOFTWARE NECESSARY: DBPEDIA NEEDS NO ADDITIONAL SOFTWARE TO BE**

**USED. DBPEDIA PROVIDES COMPLEMENTARY SOFTWARE FOR EXTRACTION,**

**DATA MANAGEMENT AND ENRICHMENT UNDER**

**HTTP://DATAHUB.IO/DATASET/DBPEDIA**

**REPOSITORY: HTTP://DATAHUB.IO/DATASET/DBPEDIA**

</td> </tr>  
<tr>  
<td>

**ARCHIVING AND PRESERVATION**

</td>  
<td>

**PRESERVATION: PRESERVATION OF THE DBPEDIA IS GUARANTEED BY ARCHIVAL OF OLD
VERSIONS ON THE ARCHIVE SERVER, THE INTENT OF THE DBPEDIA ASSOCIATION TO KEEP
THE PROJECT RUNNING, AS WELL AS THE DBPEDIA LANGUAGE CHAPTERS AND THE DBPEDIA
COMMUNITY**

**GROWTH: DBPEDIA IS AN ONGOING OPEN-­‐SOURCE PROJECT. GOAL OF THE PROJECT IS
THE EXTRACTION OF THE WIKIPEDIA, AS COMPLETE AS POSSIBLE. CURRENTLY 126
LANGUAGES ARE BEING EXTRACTED. IN THE FUTURE**

**DBPEDIA WILL TRY TO INCREASE ITS IMPORTANCE AS THE CENTER OF THE LOD CLOUD
BY ADDING FURTHER EXTERNAL DATASETS**

**ARCHIVE: HTTP://DOWNLOADS.DBPEDIA.ORG**

**SIZE: 1.200.000.000 TRIPLES**

</td> </tr> </table>

**Table 4 DBpedia as an example of DATAID schema for datasets description**

#  3 FREME DATA DESCRIPTION

##  3.1 FREME DMP: DATA SETS USED AND CONVERTED DURING FREME

The approach of the FREME data management plan is to provide its metadata
information combining both schemas provided by these two communities described
in Section 3.2 of this document.

FREME current version 0.5 is working using different kind of datasets, all of
them are listed and described here below.

###  3.1.1 LIST OF DATASETS CURRENTLY USED IN FREME

**Datasets currently used in FREME** 9  . This list details the datasets that
are being currently used in FREME project. Almost all these datasets are
linked to e-­‐Entity service, some of them are linked also to E-­‐link and
E-­‐terminology.

These datasets were already created and open sourced, so FREME has no
responsibility on its creation or curation. For this reason they are just
listed on this DMP and no more detailed information is provided. To find more
information about them, a link to datahub has been added to the table.  
  
<table>  
<tr>  
<th>

**DATA SET NAME**

</th>  
<th>

**DESCRIPTION**

</th>  
<th>

**FREME USED**

</th>  
<th>

**USED IN SERVICE**

</th>  
<th>

**LICENSE**

</th>  
<th>

**LINK TO DATAHUB**

</th> </tr>  
<tr>  
<td>

**DBPEDIA**

</td>  
<td>

**DBPEDIA IS A CROWD-­‐SOURCED COMMUNITY**

**EFFORT TO EXTRACT STRUCTURED**

**INFORMATION FROM WIKIPEDIA AND MAKE**

**THIS INFORMATION AVAILABLE ON THE WEB.**

**DBPEDIA ALLOWS YOU TO ASK SOPHISTICATED**

**QUERIES AGAINST WIKIPEDIA, AND TO LINK**

**THE DIFFERENT DATA SETS ON THE WEB TO**

**WIKIPEDIA DATA. WE HOPE THAT THIS WORK**

**WILL MAKE IT EASIER FOR THE HUGE AMOUNT**

**OF INFORMATION IN WIKIPEDIA TO BE USED**

**IN SOME NEW INTERESTING WAYS.**

**FURTHERMORE IT MIGHT INSPIRE NEW**

**MECHANISM FOR NAVIGATING, LINKING AND**

**IMPROVING THE ENCYCLOPEDIA ITSELF.**

</td>  
<td>

**USED**

</td>  
<td>

**E-­‐ENTITY AND ALSO AVAILABLE IN E-­‐**

**LINK**

</td>  
<td>

**CC-­‐BY**

</td>  
<td>

**HTTPS://DATAHUB.IO/DA**

**TASET/DBPEDIA**

</td> </tr> </table>  
<table>  
<tr>  
<th>

**ONLD**

</th>  
<th>

</th>  
<th>

</th>  
<th>

</th>  
<th>

</th>  
<th>

</th> </tr>  
<tr>  
<th>

**THE NCSU ORGANIZATION NAME LINKED**

**DATA (ONLD) IS BASED ON THE NCSU**

**ORGANIZATION NAME AUTHORITY, A TOOL**

**MAINTAINED BY THE ACQUISITIONS & **

**DISCOVERY DEPARTMENT TO MANAGE THE**

**VARIANT FORMS OF NAME FOR JOURNAL AND**

**E-­‐RESOURCE PUBLISHERS, PROVIDERS, AND**

**VENDORS IN E-­‐MATRIX, OUR LOCALLY-­DEVELOPED ELECTRONIC RESOURCE MANAGEMENT
SYSTEM (ERMS).**

</th>  
<th>

**USED**

</th>  
<th>

**E-­‐ENTITY**

</th>  
<th>

**CREATIVE**

**COMMON**

**S CC0**

</th>  
<th>

**HTTPS://DATAHUB.IO/DA**

**TASET/NCSU-­‐**

**ORGANIZATION-­‐NAME-­‐**

**LINKED-­‐DATA**

</th> </tr>  
<tr>  
<td>

**VIAF**

</td>  
<td>

**VIAF (VIRTUAL INTERNATIONAL AUTORITY**

**FILE) IS AN OCLC DATASET THAT VIRTUALLY**

**COMBINES MULTIPLE LAM (LIBRARY**

**ARCHIVES MUSEUM) NAME AUTHORITY FILES**

**INTO A SINGLE NAME AUTHORITY SERVICE.**

**PUT SIMPLY IT IS A LARGE DATABASE OF**

**PEOPLE AND ORGANIZATIONS THAT OCCUR IN LIBRARY CATALOGS.**

</td>  
<td>

**USED**

</td>  
<td>

**E-­‐ENTITY**

</td>  
<td>

**OPEN**

**DATA**

**COMMON**

**S**

**ATTRIBUTI**

**ON**

</td>  
<td>

**HTTPS://DATAHUB.IO/DA TASET/VIAF**

</td> </tr>  
<tr>  
<td>

**GEOPOLITICA L ONTOLOGY**

</td>  
<td>

**THE FAO GEOPOLITICAL ONTOLOGY AND RELATED SERVICES HAVE BEEN DEVELOPED TO
FACILITATE DATA EXCHANGE AND SHARING IN A STANDARDIZED MANNER AMONG SYSTEMS
MANAGING INFORMATION ABOUT COUNTRIES AND/OR REGIONS.**

</td>  
<td>

**USED**

</td>  
<td>

**E-­‐ENTITY**

</td>  
<td>

**TBD**

</td>  
<td>

**HTTPS://DATAHUB.IO/DA**

**TASET/FAO-­‐**

**GEOPOLITICAL-­‐ONTOLOGY**

</td> </tr>  
<tr>  
<td>

**AGROVOC**

</td>  
<td>

**AGROVOC IS A CONTROLLED**

**VOCABULARY COVERING ALL AREAS OF**

**INTEREST OF THE FOOD AND AGRICULTURE**

**ORGANIZATION (FAO) OF THE UNITED**

**NATIONS, INCLUDING FOOD, NUTRITION,**

**AGRICULTURE, FISHERIES, FORESTRY,**

**ENVIRONMENT ETC. IT IS PUBLISHED BY**

**FAO AND EDITED BY A COMMUNITY OF EXPERTS.**

</td>  
<td>

**USED**

</td>  
<td>

**E-­‐TERMINOLOGY**

</td>  
<td>

**CC4.0 BY-­‐SA**

</td>  
<td>

**HTTPS://DATAHUB.IO/DA**

**TASET/AGROVOC-­‐SKOS**

</td> </tr> </table>

**Table 5 List of Datasets currently used in FREME**

###  3.1.2 LIST OF DATASETS CONVERTED IN FREME

**Datasets converted by FREME** 10  . During FREME action there were some
datasets that have been converted to be used on the project. Since these
datasets have been created by FREME they have been detailed described using a
combination of META-SHARE and DATAID schemas of dataset description. The first
two columns of each table detail the fields according to each schema. The
result is a combination of schemas that makes visible the differences between
each system of description.

**Detailed description of Datasets converted in FREME:**  
  
<table>  
<tr>  
<th>

**O**

** R  META-­‐SHARE **

**FIELD**

**C**

</th>  
<th>

**DATAID FIELD**

</th>  
<th>

**VALUE**

</th> </tr>  
<tr>  
<td>

**I**

**RESOURCE NAME**

**D**

</td>  
<td>

**DATASET REFERENCE AND**

**NAME:**

</td>  
<td>

**ORCID 2014 DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**T**

</td>  
<td>

**METADATA URI:**

</td>  
<td>

**HTTP://RV2622.1BLU.DE/DATASETS/ORCID/ORCID-­‐DATAID.TTL**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**a b**

**l**

</td>  
<td>

**HOMEPAGE:**

</td>  
<td>

**HTTP://DATAHUB.IO/DATASET/ORCID-­‐DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**e**

**6**

</td>  
<td>

**PUBLISHER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**O**

**R**

</td>  
<td>

**MAINTAINER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

**DESCRIPTION**

</td>  
<td>

**C**

**I**

**D**

**D**

**a**

**t**

**a s e**

</td>  
<td>

**DESCRIPTION:**

</td>  
<td>

**ORCID (OPEN RESEARCHER AND CONTRIBUTOR ID) IS A NONPROPRIETARY**

**ALPHANUMERIC CODE TO UNIQUELY IDENTIFY SCIENTIFIC AND OTHER ACADEMIC
AUTHORS. THIS DATASET CONTAINS RDF CONVERSION OF THE ORCID DATASET. THE
CURRENT CONVERSION IS BASED ON THE 2014 ORCID DATA DUMP, WHICH CONTAINS AROUND
1.3 MILLION JSON FILES AMOUNTING TO 41GB OF DATA.**

**THE CONVERTED RDF VERSION IS 13GB LARGE (UNCOMPRESSED) AND IT IS MODELLED
WITH WELL KNOWN VOCABULARIES SUCH AS DUBLIN CORE, FOAF, SCHEMA.ORG, ETC., AND
IT IS INTERLINKED WITH GEONAMES.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**t**

</td>  
<td>

**PROVENANCE:**

</td>  
<td>

**OPEN RESEARCHER AND CONTRIBUTOR ID (ORCID) -­‐ HTTP://ORCID.ORG/**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**d e s c r**

**i**

**p**

**t**

</td>  
<td>

**USEFULNESS:**

</td>  
<td>

**ORCID IS A USEFUL RESOURCE FOR INTERLINKING GENERAL DATASETS WITH RESEARCH
AND SCIENTIFIC INFORMATION. USERS PROFITING FROM ORCID ARE OPEN DATA
DEVELOPERS, SMES AND RESEARCHERS IN DATA SCIENCE AND NLP, ESPECIALLY ENTITIES
FROM RESEARCH DOMAIN.**

</td> </tr>  
<tr>  
<td>

**SIMILAR DATA:**

</td>  
<td>

**THE CORDIS DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**i**

</td>  
<td>

**RE-­‐USE AND INTEGRATION:**

</td>  
<td>

**THE CORDIS DATASET CAN BE INTEGRATED INTO OTHER DATASETS AND RE-­‐USED FOR
DATA ENRICHMENT AND MASHUP PURPOSES.**

</td> </tr> </table>

**1.**  
  
<table>  
<tr>  
<th>

**RESOURCE TYPE**

</th>  
<th>

**FORMAT:**

</th>  
<th>

**N-­‐ TRIPLES  **

</th> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**MEDIA TYPE:**

</td>  
<td>

**N-­‐TRIPLES -­‐ COMPRESSED IN X-­‐BZIP2**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA**

**DESCRIPTION:**

</td>  
<td>

**DONE IN LINKED DATA USING DATAID, A METADATA DESCRIPTION VOCABULARY BASED ON
DCAT. DMP REPORTS ARE AUTOMATICALLY GENERATED AND MAINTAINED UP TO DATE USING
THIS METADATA.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**VOCABULARIES**

**AND ONTOLOGIES:**

</td>  
<td>

**DUBLIN CORE, FOAF, SCHEMA.ORG**

</td> </tr>  
<tr>  
<td>

**LICENSE**

</td>  
<td>

**LICENSE:**

</td>  
<td>

**CC0 1.0 PUBLIC DOMAIN DEDICATION**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ODRL LICENSE DESCRIPTION:**

</td>  
<td>

**HTTP://CREATIVECOMMONS.ORG/PUBLICDOMAIN/ZERO/1.0/**

</td> </tr>  
<tr>  
<td>

**USAGE**

</td>  
<td>

**OPENNESS:**

</td>  
<td>

**ORCID IS AN OPEN DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr> </table>

**SOFTWARE ORCID NEEDS NO ADDITIONAL SOFTWARE TO BE USED.**

**NECESSARY:**  
  
<table>  
<tr>  
<th>

</th>  
<th>

**REPOSITORY:**

</th>  
<th>

**HTTPS://DATAHUB.IO/DATASET/ORCID-­‐DATASET**

</th> </tr>  
<tr>  
<td>

</td>  
<td>

**PRESERVATION:**

</td>  
<td>

**PRESERVATION OF THE ORCID IS GUARANTEED BY ARCHIVAL OF OLD VERSIONS ON THE
SCRIPTS USED FOR ITS CREATION AND REFERENCING TO THE SOURCE DATA. ALSO,
PRESERVATION IS GUARANTEED BY ARCHIVAL OF THE OLD ORCID CONVERTED VERSIONS ON
THE ARCHIVE SERVER.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**GROWTH:**

</td>  
<td>

**FREME AIMS AT PROVIDING CONVERSION OF THE NEWER, RICHER VERSIONS OF**

**ORCID.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ARCHIVE:**

</td>  
<td>

**HTTP://RV2622.1BLU.DE/DATASETS/ORCID/**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr> </table>

**SIZE** **SIZE:** **13GB LARGE**

**Table 6 List of Datasets currently used in FREM**

######  2\. CORDIS FP7  
  
<table>  
<tr>  
<th>

**META-­‐SHAE FIELD**

</th>  
<th>

**DATAID FIELD**

</th>  
<th>

</th>  
<th>

**VALUE**

</th> </tr>  
<tr>  
<td>

**RESOURCE NAME**

</td>  
<td>

**DATASET REFERENCE AND**

**NAME:**

</td>  
<td>

**NAME: CORDIS FP7 DATASET**

</td>  
<td>

</td> </tr> </table>  
<table>  
<tr>  
<th>

</th>  
<th>

**METADATA URI:**

</th>  
<th>

**HTTP://RV2622.1BLU.DE/DATASETS/CORDIS/CORDIS-­‐DATAID.TTL**

</th> </tr>  
<tr>  
<td>

</td>  
<td>

**HOMEPAGE:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/CORDIS-­‐CORPUS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PUBLISHER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**MAINTAINER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

**DESCRIPTION**

</td>  
<td>

**DESCRIPTION:**

</td>  
<td>

**CORDIS (COMMUNITY RESEARCH AND DEVELOPMENT INFORMATION SERVICE), IS THE
EUROPEAN COMMISSION’S CORE PUBLIC REPOSITORY PROVIDING DISSEMINATION
INFORMATION FOR ALL EU-­‐FUNDED RESEARCH PROJECTS. THIS DATASET CONTAINS RDF
OF THE CORDIS FP7 DATASET WHICH PROVIDES DESCRIPTIONS FOR PROJECTS**

**FUNDED BY THE EUROPEAN UNION UNDER THE SEVENTH FRAMEWORK PROGRAMME FOR
RESEARCH AND TECHNOLOGICAL DEVELOPMENT (FP7) FROM 2007 TO 2013\. THE CONVERTED
DATASET CONTAINS OVER 1 MILLION OF RDF TRIPLES WITH A TOTAL SIZE OF AROUND
200MB IN THE N-­‐TRIPLES RDF SERIALIZATION FORMAT.**

**THE DATASET IS MODELLED WITH WELL KNOWN VOCABULARIES SUCH AS DUBLIN CORE,
FOAF, DBPEDIA ONTOLOGY, DOAP, ETC., AND IT IS INTERLINKED WITH**

**DBPEDIA.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PROVENANCE:**

</td>  
<td>

**EUROPEAN COMMISSION**

**HTTPS://OPEN-­‐DATA.EUROPA.EU/EN/DATA/DATASET/CORDISFP7PROJECTS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**USEFULNESS:**

</td>  
<td>

**CORDIS FP7 IS A USEFUL RESOURCE FOR INTERLINKING GENERAL DATASETS WITH**

**RESEARCH AND SCIENTIFIC INFORMATION. USERS PROFITING FROM ORCID ARE OPEN
DATA DEVELOPERS, SMES AND RESEARCHERS IN DATA SCIENCE AND NLP, ESPECIALLY
ENTITIES FROM RESEARCH DOMAIN.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SIMILAR DATA:**

</td>  
<td>

**THE ORCID DATASET.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**RE-­‐USE AND INTEGRATION:**

</td>  
<td>

**THE CORDIS DATASET CAN BE INTEGRATED WITH OTHER RESEARCH DATASETS AND REUSED
FOR DATA ENRICHMENT PURPOSES.**

</td> </tr>  
<tr>  
<td>

**RESOURCE TYPE**

</td>  
<td>

**FORMAT:**

</td>  
<td>

**N-­‐ TRIPLES  **

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**MEDIA TYPE:**

</td>  
<td>

**N-­‐TRIPLES -­‐ COMPRESSED IN X-­‐BZIP2**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA DESCRIPTION:**

</td>  
<td>

**DONE IN LINKED DATA USING DATAID, A METADATA DESCRIPTION VOCABULARY BASED ON
DCAT. DMP REPORTS ARE AUTOMATICALLY GENERATED AND MAINTAINED UP TO DATE USING
THIS METADATA.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**VOCABULARIES AND ONTOLOGIES:**

</td>  
<td>

**DUBLIN CORE, FOAF, DBPEDIA ONTOLOGY, DOAP**

</td> </tr>  
<tr>  
<td>

**LICENSE**

</td>  
<td>

**LICENSE:**

</td>  
<td>

**HTTP://EC.EUROPA.EU/GENINFO/LEGAL_NOTICES_EN.HTM**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ODRL LICENSE DESCRIPTION:**

</td>  
<td>

**N/A**

</td> </tr>  
<tr>  
<td>

**USAGE:**

</td>  
<td>

**OPENNESS:**

</td>  
<td>

**CORDIS IS AN OPEN DATASET**

</td> </tr>  
<tr>  
<td>

**SOFTWARE NECESSARY:**

</td>  
<td>

**ORDIS NEEDS NO ADDITIONAL SOFTWARE TO BE USED.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**REPOSITORY:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/CORDIS-­‐CORPUS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PRESERVATION:**

</td>  
<td>

**PRESERVATION OF THE CORIDS IS GUARANTEED BY ARCHIVAL OF OLD VERSIONS ON
THE**

**SCRIPTS USED FOR ITS CREATION AND REFERENCING TO THE SOURCE DATA. ALSO,
PRESERVATION IS GUARANTEED BY ARCHIVAL OF THE OLD CORDIS CONVERTED VERSIONS ON
THE ARCHIVE SERVER.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**GROWTH:**

</td>  
<td>

**FREME AIMS AT PROVIDING CONVERSION OF THE NEWER, RICHER VERSIONS OF**

**CORDIS.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ARCHIVE:**

</td>  
<td>

**HTTP://RV2622.1BLU.DE/DATASETS/CORDIS/**

</td> </tr> </table>

**SIZE** **SIZE:** **OVER 1 MILLION OF RDF TRIPLES**

**Table 7 CORDIS Dataset description**

######  3\. DBpedia Abstracts  
  
<table>  
<tr>  
<th>

**META-­‐SHARE**

**FIELD**

</th>  
<th>

**DATAID FIELD**

</th>  
<th>

**VALUE**

</th> </tr>  
<tr>  
<td>

**RESOURCE NAME**

</td>  
<td>

**DATA SET REFERENCE AND NAME:**

</td>  
<td>

**DBPEDIA ABSTRACTS DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA URI:**

</td>  
<td>

**HTTP://RV2622.1BLU.DE/DATASETS/DBPEDIA-­‐ABSTRACTS/DBPEDIA-­‐ABSTRACTS-­‐**

**DATAID.TTL**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**HOMEPAGE:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/DBPEDIA-­‐ABSTRACT-­‐CORPUS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PUBLISHER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**MAINTAINER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr> </table>  
<table>  
<tr>  
<th>

**DESCRIPTION**

</th>  
<th>

**DESCRIPTION:**

</th>  
<th>

**THIS CORPUS CONTAINS A CONVERSION OF WIKIPEDIA ABSTRACTS IN SIX LANGUAGES
(DUTCH, ENGLISH, FRENCH, GERMAN, ITALIAN AND SPANISH) INTO THE NLP INTERCHANGE
FORMAT (NIF). THE CORPUS CONTAINS THE ABSTRACT TEXTS, AS WELL AS THE POSITION,
SURFACE FORM AND LINKED ARTICLE OF ALL LINKS IN THE TEXT. AS**

**SUCH, IT CONTAINS ENTITY MENTIONS MANUALLY DISAMBIGUATED TO
WIKIPEDIA/DBPEDIA RESOURCES BY NATIVE SPEAKERS, WHICH PREDESTINES IT FOR NER
TRAINING AND EVALUATION.**

**FURTHERMORE, THE ABSTRACTS REPRESENT A SPECIAL FORM OF TEXT THAT LENDS
ITSELF TO BE USED FOR MORE SOPHISTICATED TASKS, LIKE OPEN RELATION EXTRACTION.
THEIR ENCYCLOPEDIC STYLE, FOLLOWING WIKIPEDIA GUIDELINES ON OPENING PARAGRAPHS
ADDS FURTHER INTERESTING PROPERTIES. THE FIRST SENTENCE PUTS THE ARTICLE IN
BROADER CONTEXT. MOST ANAPHORASWILL REFER TO THE ORIGINAL TOPIC OF THE TEXT,
MAKING THEM EASIER TO RESOLVE. FINALLY, SHOULD THE SAME STRING OCCUR IN
DIFFERENT MEANINGS, WIKIPEDIA GUIDELINES SUGGEST THAT THE NEW MEANING SHOULD
AGAIN BE LINKED FOR DISAMBIGUATION. IN SHORT: THE TYPE OF**

**TEXT IS HIGHLY INTERESTING.**

</th> </tr>  
<tr>  
<td>

</td>  
<td>

**PROVENANCE:**

</td>  
<td>

**WIKIPEDIA -­‐ HTTPS://WWW.WIKIPEDIA.ORG/**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**USEFULNESS:**

</td>  
<td>

**DBPEDIA ABSTRACTS IS A USEFUL MULTILINGUAL RESOURCE FOR LEARNING VARIOUS NLP
TASKS. E.G. LEARNING NAMED ENTITY RECOGNITION MODELS, RELATION**

**EXTRACTION, AND SIMILAR.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SIMILAR DATA:**

</td>  
<td>

**THE WIKINER DATASET**

</td> </tr>  
<tr>  
<td>

**RE-­‐USE AND INTEGRATION:**

</td>  
<td>

**THE DBPEDIA ABSTRACTS DATASET CAN BE INTEGRATED WITH OTHER SIMILAR TRAINING
CORPORA AND REUSED FOR TRAINING VARIOUS NLP TASKS.**

</td> </tr>  
<tr>  
<td>

**RESOURCE TYPE**

</td>  
<td>

**FORMAT**

</td>  
<td>

**TURTLE**

</td> </tr>  
<tr> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**MEDIA TYPE**

</td>  
<td>

**TURTLE -­‐ COMPRESSED IN X-­‐GZIP**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA DESCRIPTION:**

</td>  
<td>

**DONE IN LINKED DATA USING DATAID, A METADATA DESCRIPTION VOCABULARY BASED ON
DCAT. DMP REPORTS ARE AUTOMATICALLY GENERATED AND MAINTAINED UP TO DATE USING
THIS METADATA.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**VOCABULARIES AND ONTOLOGIES:**

</td>  
<td>

**NIF**

</td> </tr>  
<tr>  
<td>

**LICENSE**

</td>  
<td>

**LICENSE:**

</td>  
<td>

**CC-­‐BY**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ODRL LICENSE DESCRIPTION:**

</td>  
<td>

**HTTP://PURL.ORG/NET/RDFLICENSE/CC-­‐BY-­‐SA3.0**

</td> </tr>  
<tr>  
<td>

**USAGE**

</td>  
<td>

**OPENNESS:**

</td>  
<td>

**DBPEDIA ABSTRACTS IS AN OPEN DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SOFTWARE NECESSARY:**

</td>  
<td>

**DBPEDIA ABSTRACT NEEDS NO ADDITIONAL SOFTWARE TO BE USED.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**REPOSITORY:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/DBPEDIA-­‐ABSTRACT-­‐CORPUS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PRESERVATION:**

</td>  
<td>

**PRESERVATION OF THE DBPEDIA ABSTRACTS IS GUARANTEED BY ARCHIVAL OF OLD
VERSIONS AND REFERENCING TO THE SOURCE DATA. ALSO, PRESERVATION IS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

**GUARANTEED BY ARCHIVAL OF THE OLD DBPEDIA ABSTRACTS CONVERTED VERSIONS ON**

**THE ARCHIVE SERVER.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**GROWTH:**

</td>  
<td>

**FREME AIMS AT PROVIDING CONVERSION OF THE NEWER, RICHER VERSIONS OF DATASET
AND ITS EXTENSION TO OTHER LANGUAGES.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ARCHIVE:**

</td>  
<td>

**HTTP://WIKI-­‐LINK.NLP2RDF.ORG/ABSTRACTS/**

</td> </tr>  
<tr>  
<td>

**SIZE**

</td>  
<td>

**SIZE:**

</td>  
<td>

**743 MILLIONS OF RDF TRIPLES**

</td> </tr> </table>

**Table 8 DBpedia Abstracts dataset description**

######  4\. Global airports  
  
<table>  
<tr>  
<th>

**META-­‐SHARE FIELD**

</th>  
<th>

**DATAID FIELD**

</th>  
<th>

**VALUE**

</th> </tr>  
<tr>  
<td>

**RESOURCE NAME**

</td>  
<td>

**DATA SET REFERENCE AND NAME:**

</td>  
<td>

**GLOBAL AIRPORTS IN RDF**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA URI:**

</td>  
<td>

**HTTP://RV2622.1BLU.DE/DATASETS/GLOBAL-­‐AIRPORTS/GLOBAL-­‐AIRPORTS-­‐**

**DATAID.TTL**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**HOMEPAGE:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/GLOBAL-­‐AIRPORTS-­‐IN-­‐RDF**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PUBLISHER:**

</td>  
<td>

**DFKI AND AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**MAINTAINER:**

</td>  
<td>

**DFKI AND AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

**DESCRIPTION:**

</td>  
<td>

**DESCRIPTION:**

</td>  
<td>

**THIS CORPUS CONTAINS RDF CONVERSION OF GLOBAL AIRPORTS DATASET WHICH WAS
RETRIEVED FROM OPENFLIGHTS.ORG. THE DATASET CONTAINS INFORMATION**

**ABOUT AIRPORT NAMES, ITS LOCATION, CODES, AND OTHER RELATED INFO.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PROVENANCE:**

</td>  
<td>

**OPENFLIGHTS.ORG**

</td> </tr>  
<tr>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**USEFULNESS:**

</td>  
<td>

**GLOBAL AIRPORTS IS A USEFUL RESOURCE FOR INTERLINKING AND ENRICHMENT OF
CONTENT WHICH CONTAINS INFORMATION ABOUT AIRPORTS AND RELATED.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SIMILAR DATA:**

</td>  
<td>

**DBPEDIA**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**RE-­‐USE AND INTEGRATION:**

</td>  
<td>

**THE GLOBAL AIRPORTS DATASET CAN BE REUSED FOR DATA ENRICHMENT PURPOSES AND
INTEGRATED WITH OTHER RELEVANT DATASETS SUCH AS DBPEDIA.**

</td> </tr> </table>  
<table>  
<tr>  
<th>

**RESOURCE TYPE**

</th>  
<th>

**FORMAT:**

</th>  
<th>

**TURTLE**

</th> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**MEDIA TYPE:**

</td>  
<td>

**TURTLE, TEXT/TURTLE**

</td> </tr>  
<tr> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA DESCRIPTION:**

</td>  
<td>

**DONE IN LINKED DATA USING DATAID, A METADATA DESCRIPTION VOCABULARY BASED ON
DCAT. DMP REPORTS ARE AUTOMATICALLY GENERATED AND**

**MAINTAINED UP TO DATE USING THIS METADATA.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**VOCABULARIES AND ONTOLOGIES:**

</td>  
<td>

**DBPEDIA ONTOLOGY, SKOS, SCHEMA.ORG**

</td> </tr>  
<tr>  
<td>

**LICENSE:**

</td>  
<td>

**LICENSE:**

</td>  
<td>

**OPEN DATABASE LICENSE -­‐ FOR MORE SEE:
HTTP://OPENFLIGHTS.ORG/DATA.HTML#LICENSE**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ODRL LICENSE DESCRIPTION:**

</td>  
<td>

**HTTP://PURL.OCLC.ORG/NET/RDFLICENSE/ODBL1.0**

</td> </tr>  
<tr>  
<td>

</td> </tr>  
<tr>  
<td>

**USAGE**

</td>  
<td>

**OPENNESS:**

</td>  
<td>

**GLOBAL AIRPORTS IS AN OPEN DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SOFTWARE NECESSARY:**

</td>  
<td>

**GLOBAL AIRPORTS NEEDS NO ADDITIONAL SOFTWARE TO BE USED.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**REPOSITORY:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/GLOBAL-­‐AIRPORTS-­‐IN-­‐RDF**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PRESERVATION:**

</td>  
<td>

**PRESERVATION OF THE GLOBAL AIRPORTS IS GUARANTEED BY ARCHIVAL OF OLD
VERSIONS AND REFERENCING TO THE SOURCE DATA. ALSO, PRESERVATION IS GUARANTEED
BY ARCHIVAL OF THE OLD GLOBAL AIRPORTS CONVERTED VERSIONS**

**ON THE ARCHIVE SERVER.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**GROWTH:**

</td>  
<td>

**FREME AIMS AT PROVIDING CONVERSION OF THE NEWER, RICHER VERSIONS OF**

**THE DATASET.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ARCHIVE:**

</td>  
<td>

**HTTP://RV1460.1BLU.DE/DATASETS/GLOBAL-­‐AIRPORTS/**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr> </table>

**SIZE** **SIZE:** **74K RDF TRIPLES**

**Table 9 Global airports dataset description**

######  5\. Grid  
  
<table>  
<tr>  
<th>

**META-­‐SHARE FIELD** **DATAID FIELD**

</th>  
<th>

</th>  
<th>

**VALUE**

</th> </tr>  
<tr>  
<td>

**RESOURCE NAME** **DATA SET REFERENCE NAME:**

</td>  
<td>

**AND**

</td>  
<td>

**GRID DATASET**

</td> </tr>  
<tr>  
<td>

**METADATA URI:**

</td>  
<td>

</td>  
<td>

**HTTP://RV2622.1BLU.DE/DATASETS/GRID/GRID-­‐DATAID.TTL**

</td> </tr> </table>  
<table>  
<tr>  
<th>

</th>  
<th>

**HOMEPAGE:**

</th>  
<th>

**HTTPS://DATAHUB.IO/DATASET/GRID_DATASET**

</th> </tr>  
<tr>  
<td>

</td>  
<td>

**PUBLISHER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**MAINTAINER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

**DESCRIPTION**

</td>  
<td>

**DESCRIPTION:**

</td>  
<td>

**GRID IS A FREE, OPENLY ACCESSIBLE DATABASE OF RESEARCH INSTITUTION
IDENTIFIERS WHICH ENABLES USERS TO MAKE SENSE OF THEIR DATA. IT DOES SO BY
MINIMISING THE WORK REQUIRED TO LINK DATASETS TOGETHER USING A UNIQUE**

**AND PERSISTENT IDENTIFIER. THIS IS RDF VERSION OF THE DATASET.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PROVENANCE:**

</td>  
<td>

**GRID -­‐ HTTPS://WWW.GRID.AC/DOWNLOADS**

</td> </tr>  
<tr>  
<td>

**USEFULNESS:**

</td>  
<td>

**GRID IS A USEFUL STATISTICS RESOURCE FOR ENRICHMENT OF VARIOUS KIND OF
CONTENT RELATED TO RESEARCH INSTITUTIONS.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SIMILAR DATA:**

</td>  
<td>

**THE CORDIS, ORCID, PERMID**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**RE-­‐USE AND INTEGRATION:**

</td>  
<td>

**THE GRID DATASET CAN BE INTEGRATED WITH OTHER RELEVANT DATASETS AND REUSED
FOR DATA ENRICHMENT PURPOSES.**

</td> </tr>  
<tr>  
<td>

**RESOURCE TYPE**

</td>  
<td>

**FORMAT:**

</td>  
<td>

**N-­‐T RIPLES  **

</td> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**MEDIA TYPE**

</td>  
<td>

**N-­‐TRIPLES -­‐ COMPRESSED IN X-­‐BZIP2**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA DESCRIPTION:**

</td>  
<td>

**DONE IN LINKED DATA USING DATAID, A METADATA DESCRIPTION VOCABULARY BASED ON
DCAT. DMP REPORTS ARE AUTOMATICALLY GENERATED AND**

**MAINTAINED UP TO DATE USING THIS METADATA.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**VOCABULARIES AND ONTOLOGIES:**

</td>  
<td>

**DUBLIN CORE, DBPEDIA ONTOLOGY, FOAF, VCARD, SKOS**

</td> </tr>  
<tr>  
<td>

**LICENSE**

</td>  
<td>

**LICENSE:**

</td>  
<td>

**CC BY CREATIVE COMMONS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ODRL LICENSE DESCRIPTION: H**

</td>  
<td>

**HTTP://PURL.OCLC.ORG/NET/RDFLICENSE/CC-­‐BY3.0**

</td> </tr>  
<tr> </tr>  
<tr>  
<td>

**USAGE**

</td>  
<td>

**OPENNESS:**

</td>  
<td>

**GRID IS AN OPEN DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SOFTWARE NECESSARY:**

</td>  
<td>

**GRID NEEDS NO ADDITIONAL SOFTWARE TO BE USED.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**REPOSITORY:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/GRID_DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PRESERVATION:**

</td>  
<td>

**PRESERVATION OF THE GRID IS GUARANTEED BY ARCHIVAL OF OLD VERSIONS ON THE
SCRIPTS USED FOR ITS CREATION AND REFERENCING TO THE SOURCE DATA. ALSO,
PRESERVATION IS GUARANTEED BY ARCHIVAL OF THE OLD GRID CONVERTED VERSIONS ON
THE ARCHIVE SERVER.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**GROWTH:**

</td>  
<td>

**FREME AIMS AT PROVIDING CONVERSION OF THE NEWER, RICHER VERSIONS OF**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

**THE DATASETS AND CONVERTING ADDITIONAL.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ARCHIVE:**

</td>  
<td>

**HTTP://RV1460.1BLU.DE/DATASETS/GRID/**

</td> </tr>  
<tr>  
<td>

**SIZE:**

</td>  
<td>

**SIZE:**

</td>  
<td>

**581K RDF TRIPLES**

</td> </tr> </table>

**Table 10 Grid dataset description**

###  3.1.3 LIST OF DATASETS CONVERTED IN FREME BUT NOT BEING USED

**Datasets converted in FREME but not being used.** During the FREME project
there is the possibility that some datasets are created but not used by the
project. This is the case of Statbel dataset. Statbel dataset was requested by
a economic newspaper publisher during the action of FREME. Unfortunately their
interest on the project was dropped already when the dataset was created. So
Statbel dataset could never have been used in FREME.

**Detailed description of Datasets converted but not being used in FREME:**

######  1\. Statbel corpus  
  
<table>  
<tr>  
<th>

**META-­‐SHARE FIELD**

</th>  
<th>

**DATAID FIELD**

</th>  
<th>

**VALUE**

</th> </tr>  
<tr>  
<td>

**RESOURCE NAME**

</td>  
<td>

**DATA SET REFERENCE AND NAME:**

</td>  
<td>

**STATBEL CORPUS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA URI:**

</td>  
<td>

**HTTP://RV2622.1BLU.DE/DATASETS/STATBEL/STATBEL-­‐DATAID.TTL**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**HOMEPAGE:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/STATBEL-­‐CORPUS**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PUBLISHER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**MAINTAINER:**

</td>  
<td>

**AKSW/KILT, INFAI, LEIPZIG UNIVERSITY**

</td> </tr> </table>

**DESCRIPTION** **DESCRIPTION:** **THIS CORPUS CONTAINS RDF CONVERSION OF
DATASETS FROM THE "STATISTICS**

**BELGIUM" (ALSO KNOWN AS STATBEL) WHICH AIMS AT COLLECTING, PROCESSING AND
DISSEMINATING RELEVANT, RELIABLE AND COMMENTED DATA ON BELGIAN**

**SOCIETY. HTTP://STATBEL.FGOV.BE/EN/STATISTICS/FIGURES/**

**CURRENTLY, THE CORPUS CONTAINS THREE DATASETS:**

-­‐ **BELGIAN HOUSE PRICE INDEX DATASET: MEASURES THE INFLATION ON**

**RESIDENTIAL PROPERTY MARKET IN BELGIUM. THE DATA FOR CONVERSION WAS OBTAINED
FROM**

**_HTTP://STATBEL.FGOV.BE/EN/STATISTICS/FIGURES/ECONOMY/CONSTRUCTION_
INDUSTRY/HOUSE_PRICE_INDEX/_ **

-­‐ **EMPLOYMENT, UNEMPLOYMENT, LABOUR MARKET STRUCTURE DATASET:**

**DATA ON EMPLOYMENT, UNEMPLOYMENT AND THE LABOUR MARKET FROM THE**

**LABOUR FORCE SURVEY CONDUCTED AMONG BELGIAN HOUSEHOLDS. THE DATA FOR
CONVERSION WAS OBTAINED FROM**

**_HTTP://STATBEL.FGOV.BE/EN/STATISTICS/FIGURES/LABOUR_MARKET_LIVING_C
ONDITIONS/EMPLOYMENT/_ **

-­‐ **UNEMPLOYMENT AND ADDITIONAL INDICATORS DATASET: CONTAINS**

**UNEMPLOYMENT RELATED STATISTICS ABOUT BELGIUM AND ITS REGIONS. THE DATA FOR
CONVERSION WAS OBTAINED FROM**

**_HTTP://STATBEL.FGOV.BE/EN/MODULES/PUBLICATIONS/STATISTICS/MARCHE_D
U_TRAVAIL_ET_CONDITIONS_DE_VIE/UNEMPLOYMENT_AND_ADDITIONAL_INDI_ **

CATORS_2005-­‐2010.JSP  
  
<table>  
<tr>  
<th>

</th>  
<th>

**PROVENANCE:**

</th>  
<th>

**STATBEL -­‐ HTTP://STATBEL.FGOV.BE/EN/STATISTICS/FIGURES/**

</th> </tr>  
<tr>  
<th>

**USEFULNESS:**

</th>  
<th>

**STATBEL IS A USEFUL STATISTICS RESOURCE FOR ENRICHMENT OF VARIOUS KIND OF
CONTENT RELATED TO BELGIUM AND THE BELGIAN SOCIETY.**

</th> </tr>  
<tr>  
<td>

</td>  
<td>

**SIMILAR DATA:**

</td>  
<td>

**THE UNDATA**

</td> </tr>  
<tr>  
<td>

**RESOURCE TYPE**

</td>  
<td>

**RE-­‐USE AND INTEGRATION:**

</td>  
<td>

**TBD**

</td> </tr>  
<tr>  
<td>

**FORMAT:**

</td>  
<td>

</td> </tr>  
<tr>  
<td>

**MEDIA TYPE**

</td>  
<td>

**MEDIA TYPE:**

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**METADATA DESCRIPTION:**

</td>  
<td>

**DONE IN LINKED DATA USING DATAID, A METADATA DESCRIPTION VOCABULARY BASED ON
DCAT. DMP REPORTS ARE AUTOMATICALLY GENERATED AND MAINTAINED UP TO DATE USING
THIS METADATA.**

**VOCABULARIES AND ONTOLOGIES: DATA CUBE**

</td> </tr>  
<tr> </tr>  
<tr>  
<td>

**LICENSE**

</td>  
<td>

**LICENSE:**

</td>  
<td>

**TBA N/A**

</td> </tr>  
<tr> </tr>  
<tr>  
<td>

</td>  
<td>

**ODRL LICENSE DESCRIPTION:**

</td>  
<td>

**N/A**

</td> </tr>  
<tr>  
<td>

**USAGE**

</td>  
<td>

**OPENNESS:**

</td>  
<td>

**STATBEL IS AN OPEN DATASET**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**SOFTWARE NECESSARY:**

</td>  
<td>

**STATBEL NEEDS NO ADDITIONAL SOFTWARE TO BE USED.**

</td> </tr>  
<tr>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**REPOSITORY:**

</td>  
<td>

**HTTPS://DATAHUB.IO/DATASET/STATBEL-­‐CORPUS**

</td> </tr>  
<tr>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**PRESERVATION:**

</td>  
<td>

**PRESERVATION OF THE STATBEL IS GUARANTEED BY ARCHIVAL OF OLD VERSIONS ON THE
SCRIPTS USED FOR ITS CREATION AND REFERENCING TO THE SOURCE DATA. ALSO,
PRESERVATION IS GUARANTEED BY ARCHIVAL OF THE OLD STATBEL CONVERTED VERSIONS
ON THE ARCHIVE SERVER.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**GROWTH:**

</td>  
<td>

**FREME AIMS AT PROVIDING CONVERSION OF THE NEWER, RICHER VERSIONS OF THE
DATASETS AND CONVERTING ADDITIONAL.**

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**ARCHIVE:**

</td>  
<td>

**HTTP://RV1460.1BLU.DE/DATASETS/STATBEL/**

</td> </tr>  
<tr>  
<td>

**SIZE**

</td>  
<td>

**SIZE:**

</td>  
<td>

**FEW THOUSANDS OF TRIPLES**

</td> </tr> </table>

**Table 11 Statbel dataset description**

###  3.1.4 LIST OF OTHER DATASETS USED IN FREME

**Other Datasets used in FREME.** To finalize with the datasets in FREME, the
following list includes the datasets that have been used by any of the
partners in the context of FREME, but the dataset itself is not being used by
the project.

**Other Datasets used in FREME:**  
  
<table>  
<tr>  
<th>

**DATA SET NAME**

</th>  
<th>

**DESCRIPTION**

</th>  
<th>

**FREME USE?**

</th>  
<th>

**USED IN SERVICE**

</th>  
<th>

**LICENSE**

</th>  
<th>

**LINK**

</th> </tr>  
<tr>  
<td>

**WAND**

**FINANCE AND**

**INVESTMENT**

**TAXONOMY -­‐**

**WAND INC**

</td>  
<td>

**A TAXONOMY WITH SPECIFIC TOPICS AND ENTITIES RELATED TO FINANCE AND
INVESTMENT**

</td>  
<td>

**UPLOAD FOR TESTING**

</td>  
<td>

**NO**

</td>  
<td>

**EVALUATION LICENSE**

</td>  
<td>

**WWW.WANDINC.COM/WAN**

**D-­‐FINANCE-­‐AND-­‐**

**INVESTMENT-­TAXONOMY.ASPX**

</td> </tr> </table>  
<table>  
<tr>  
<th>

**CIARD RING**

**AGRIS**

</th>  
<th>

</th>  
<th>

</th>  
<th>

</th>  
<th>

</th>  
<th>

</th> </tr>  
<tr>  
<th>

**THE CIARD RING IS A**

**GLOBAL DIRECTORY OF**

**WEB-BASED INFORMATION**

**SERVICES AND DATASETS**

**FOR AGRICULTURAL**

**RESEARCH FOR**

**DEVELOPMENT. IT IS THE**

**PRINCIPAL TOOL CREATED**

**THROUGH THE CIARD**

**INITIATIVE**

**(HTTP://WWW.CIARD.NET) TO ALLOW INFORMATION**

**PROVIDERS TO REGISTER**

**THEIR SERVICES AND**

**DATASETS IN VARIOUS**

**CATEGORIES AND SO FACILITATE THE**

**DISCOVERY OF SOURCES**

**OF AGRICULTURE-RELATED**

**INFORMATION ACROSS THE**

**WORLD.**

</th>  
<th>

**NOT YET**

</th>  
<th>

**NO**

</th>  
<th>

**CC**

**ATTRIBUTION**

</th>  
<th>

**_HTTPS://DATAHUB.IO/DATAS_ **

**_ET/THE-­‐CIARD-­‐RING_ , **

**_HTTP://RING.CIARD.INFO/RD_ **

**_F-­‐STORE_ **

</th> </tr>  
<tr>  
<th>

**INTERNATIONAL**

**INFORMATION SYSTEM FOR**

**THE AGRICULTURAL**

**SCIENCE AND**

**TECHNOLOGY**

</th>  
<th>

**VALIDATE**

**FREME SERVICE**

</th>  
<th>

**NO**

</th>  
<th>

**NO CLEAR**

**LICENSE**

**AVAILABLE YET.**

**IT WILL BE**

**SOON**

</th>  
<th>

**_HTTPS://DATAHUB.IO/DATAS_ **

**_ET/AGRIS_ **

</th> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr> </table>

**Table 12 Other Datasets used in FREM**