“Open Data Web” – A Linked Open Data Repository Built with CKAN

“Open Data Web” –
A Linked Open Data
Repository Built with CKAN
Cheng-Jen Lee
Andrea Wei-Ching Huang
Tyng-Ruey Chuang
Institute of Information Science, Academia Sinica, Taiwan
CKANCon 2016@Madrid
2016/10/04

Outline
• Data Source
• Linked Data
• From Archive Catalog to Linked Data
• Linked Open Data Repository: Open Data Web
• System Architecture
• Implementation
• Limitations
• Future Work
2

Data Source
• Union Catalog of Digital Archives Taiwan
• http://catalog.digitalarchives.tw
• Web catalog for digitized archives in 14 domains
from many institutions.
• Part of the catalog is released under CC licenses
• About 840,000 catalog records.
• Free to copy and redistribute.
• Represent resources in a linked data format
• Provide semantic query for time, place, object, etc.
• Enrich resources by linking them to third-party datasets.
3

Linked Data
• Linked Data (from Wikipedia)
• A method of publishing structured data.
• It can be interlinked and become more useful
through semantic queries.
• Linked Open Data is linked data that is open content.
• Mostly in the form of RDF.
• RDF (from W3C RDF 1.1 Primer)
• Resource Description Framework
• A framework for expressing information about resources.
• RDF can enrich a dataset by linking it to third-party datasets.
• Ex. Enrich a dataset about paintings by linking them to the
corresponding artists in Wikidata.
4

RDF Data Model
• A Triple: <subject> <predicate> <object>
• <Bob> <is a> <person>.
• <Bob> <is interested in> <the Mona Lisa>.
• <the Mona Lisa> <was created by> <Leonardo da Vinci>.
Source: https://www.w3.org/TR/2014/NOTE-rdf11-primer-20140624/#section-triple
5

From Archive Catalog to Linked
Data
• We converted archive catalog to two versions of linked data.
• Version D: triples with just Dublin Core descriptions from
the catalog
• D means Dublin Core
• Version R: mapping column values in the catalog to external
datasets (with domain vocabularies) to give enriched
semantics
• R means Refined
• Extract place names from "Coverage" column (dc:coverage) in the
catalog and map them to place IDs on geonames.org.
• Normalize values in "Date" column (dc:date) to ISO8601 format, or
map them to Wikidata IDs.
• Map titles of biology archives to entries on Encyclopedia of Life.
6

Archive
Catalog
XML&CSV
txn:hasEOLPage
<http://eol.org/pages/1134120> ;
--------------------------------------------
skos:editorialNote "採集日期" ;
dwc:eventDate "1993-04-25" ;
RDF-like
CSV
Step 1:
Mapping
column
values to
vocabularies
• "採集日期” means date collected in English.
Step 2:
Converting
CSV data to
linked data
Original Data
Results
After Vocabulary Mapping
Linked Data (RDF)
Title 台灣一葉蘭
Date::field 採集日期
Date 1993-04-25
txn:hasEOLPage eol:1134120
rdf:type schema:CreateAction
skos:editorialNote 採集日期
dwc:eventDate 1993-04-25
Vocabulary Mapping and Data
Conversion Python Scripts: https://gitlab.com/iislod/dat2ld
7

Linked Open Data Repository:
Open Data Web (ODW)
http://data.odw.tw
Ontology* for Open Data Web (Draft)
http://voc.odw.tw
* Definitions of the vocabularies used to describe objects in RDF.
8

Feature (1): Linked Data Browsing
Main Menu
Records: D version
Refined: R version (still uploading)
http://data.odw.tw/record/
9

List of Resources
Filters
10

Get D or R version of
the same resource
11

Example: “Girl Lost in Thought”
linked data
(triples)
http://data.odw.tw/record/d4502674
12

Example: “Girl Lost in Thought”
Export single
resource in linked
data format
http://data.odw.tw/record/d4502674
13

• Spatial indexing based on geo:lat and geo:long values.
Resources about
Tainan City
Feature (2): Spatial Query
14

• Temporal indexing based on dct:W3CDTF, xsd:date, and xsd:gYear values.
Resources in 19th century
Feature (3): Temporal Query
15

Feature (4): SPARQL Endpoint
http://data.odw.tw/sparql/ (For testing)
http://sparql.odw.tw/ (For machine access)
16

Feature (5):
Spatial
Representation
• Only for R version (still uploading).
• Only shows geonames
information in the gn:locatedIn
property.
http://data.odw.tw/r1/r1-r4502674
17

System
Architecture
SPARQL
Query Page
HTML
for individual
record
RDF
for individual
record
ckanext-scheming&
ckanext-repeating
template
ckanext-dcat
output profile
User
Access
individual
resource
SPARQL
(testing)
Computer
SPARQL
Linked Data
(Turtle format)
ImportHarvest
Icon made by SimpleIcon
(http://www.flaticon.com/aut
hors/simpleicon) and Freepik
(http://www.flaticon.com/aut
hors/freepik)
18

Implementation (1/3)
• Custom fields
• ckanext-scheming and ckanext-repeating extension
• Define CKAN custom fields for a data type in a JSON file
• Each data type has its own directory.
• Ex. record.json is for D ver. (http://data.odw.tw/record/)
• A field is defined by a JSON object, for example:
{
"field_name": "dc:format",
"label": "dc:format",
"display_property": "dc:format",
"preset": "repeating_text_modified”
},
19

• Import linked data
• ckanext-dcat extension for linked data import/export
• CKAN harvesting mechanism by ckanext-harvest extension
• Extend DCATRDFHarvester in ckanext.dcat.harvesters.rdf
• Extend RDFProfile in ckanext.dcat.profiles
• def parse_dataset(self, dataset_dict, dataset_ref):
• (Import) Parse dataset_ref from loaded linked data to CKAN’s
dataset_dict
• def graph_from_dataset(self, dataset_dict, dataset_ref):
• (Export) Generate a linked data graph dataset_ref from CKAN’s
dataset_dict
• Modify ckanext-dcat itself
• To support more namespace (ckanext-dcat is originally designed
for DCAT vocabularies.)
20

• Virtuoso SPARQL endpoint integration
• ckanext-sparql extension
• Spatial indexing and searching
• ckanext-spatial extension
• Time indexing and searching
• We developed the ckanext-tempsearch extension.
• Source code available on GitLab.
• https://gitlab.com/iislod/
22

Limitations
• Maintaining two triple stores (CKAN & Virtuoso).
• They may be inconsistent since we do not sync them for
now.
• Slow harvesting speed on CKAN.
• 4 hrs+ for harvesting 20,000 records on a Core i7-2600
3.4 GHz machine (still uploading now).
23

Future Work
• Provide native SPARQL queries in CKAN.
• Then we do not need Virtuoso anymore.
• Harvest multiple resources as a CKAN dataset
• To improve import speed.
• Time and place names mappings to third-party
datasets
• Still need further verifications.
24

Open Data Web (http://data.odw.tw)
E-mail: ask AT odw.tw
We welcome your valuable
comments & suggestions!
25
Acknowledgement: Hsin-Ping Chen (k26021409 AT gmail.com)
for processing geonames data.
Find me at @u10313335, http://about.me/SolLee, cjlee AT iis.sinica.edu.tw

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