Introduction
As libraries and knowledge institutions
evolve into digital-first environments, the need for smarter, more consistent,
and better-connected information systems has never been greater. Whether
managing a national collection, a university repository, or a specialized
research archive, professionals today face the challenge of organizing
knowledge in ways that are both human-friendly and machine-readable. This is
where controlled vocabularies, thesauri, ontologies, and semantic-web
technologies step in.
These tools form the backbone of modern
knowledge organization. They help standardize terminology, link related
concepts, support multilingual access, and allow systems across the world to
communicate seamlessly. With the rise of Linked Data, libraries are no longer
isolated information silos—they are active nodes in a global web of knowledge.
This article introduces the key
technologies shaping this landscape—from standards like SKOS and formats like
JSON-LD, to platforms such as Skosmos and Finto, and query languages like
SPARQL. It also explores essential international vocabularies including LCSH,
MeSH, AAT, AGROVOC, and EuroVoc, explaining how they enrich cataloging and
support advanced discovery.
For knowledge managers in Nepal and around
the world, understanding these tools is more than a technical exercise. It is a
strategic step toward building interoperable, inclusive, and future-ready
information services. By embracing semantic-web practices, libraries can unlock
new opportunities for collaboration, innovation, and global
visibility—strengthening their role at the heart of the knowledge ecosystem.
1. Controlled Vocabulary
A controlled vocabulary is a
curated list of terms used to ensure consistency in how information is
described.
In libraries, it helps with:
- Standardizing
subject headings
- Improving
search accuracy
- Linking
related concepts
Examples you already know: LCSH, MeSH,
AAT, AGROVOC, etc.
2. Thesaurus & Ontology Service: FINTO
Finto (from Finland) is
a web service that hosts and publishes thesauri, ontologies, and vocabularies
openly on the web.
Why it matters for libraries:
- Lets
you browse and search thesauri online
- Helps
you reuse standard vocabularies in cataloging
- Supports
linked-data technology (SKOS, RDF)
- Good
model for national-level vocabulary services
3. Publishing Vocabularies using SKOSMOS
Skosmos is an open-source
web application used to publish thesauri and vocabularies online.
Libraries use Skosmos for:
- Hosting
their controlled vocabularies
- Giving
users a friendly interface to browse terms
- Providing
APIs for integrating vocabularies into library systems
- Exporting
data in SKOS, a standard for thesauri on the semantic web
Think of it as:
“A website tool to publish and provide access to thesauri in a structured
way.”
4. REST API
A REST API allows software systems
to communicate over the web.
For library vocabulary services:
- You
can search terms programmatically
- Fetch
definitions, broader/narrower terms
- Integrate
vocabularies into OPACs, digital libraries, or IR systems
Example use:
A digital library can call “Get subject terms” from a thesaurus through a REST
API instead of manually typing them.
5. JSON-LD
JSON-LD (JavaScript Object Notation for
Linked Data) is a lightweight format used for sharing
linked data.
Why librarians care:
- Makes
metadata readable by machines (Google, Wikidata, etc.)
- Connects
library data with the wider semantic web
- Works
well with vocabularies in SKOS and RDF
Example:
A book record with JSON-LD allows automatic linking to AGROVOC terms or LCSH
via URIs.
6. How Do We Put a Thesaurus on the Web?
You need four components:
Step 1 — Create the thesaurus in SKOS
format
(SKOS = Simple Knowledge Organization
System; the standard model for thesauri on the web)
Step 2 — Store the data in a triple store
(RDF database)
Examples:
Step 3 — Publish using a tool like:
- Skosmos
(most popular)
- VocBench
- Finto
(as a service)
Step 4 — Provide web access
- Human
interface (browsing)
- Machine
access (REST API, SPARQL endpoint)
7. Major International Thesauri (What They
Are and Why They Matter)
LCSH – Library of Congress Subject
Headings
- Widely
used in libraries worldwide
- Very
broad subject coverage
- Ideal
for general academic and public libraries
MeSH – Medical Subject Headings
- Used
in medicine, health sciences, and biomedical research
- Highly
structured; excellent for medical libraries
STW – Economics Thesaurus (Germany)
- Covers
economics, finance, business
- Good
for academic research institutions
Iconclass
- Used
for art and iconography
- Helps
describe visual content, paintings, images
TheSoz – Thesaurus for the Social Sciences
- Useful
for social science libraries, NGOs, think tanks
EuroVoc
- A
multilingual EU thesaurus
- Useful
for legal, policy, governance, development studies
GND / SWD
- German
authority file for persons, subjects, corporate bodies
- High-quality
linked-data model
- Often
used for authority control work
AGROVOC
- FAO’s
multilingual agricultural thesaurus
- Useful
for agriculture, food security, environment
AAT – Art & Architecture Thesaurus
(Getty)
- Covers
art, design, architecture
- Widely
used in museums and heritage institutions
8. Semantic Web in Libraries
Semantic web technologies allow library
data to connect with global knowledge systems.
Benefits:
- Better
discovery
- More
accurate linking
- Reuse
of global vocabularies
- Smarter
search and knowledge services
Linked data transforms libraries into part
of “a web of knowledge,” not isolated silos.
9. SPARQL Access
SPARQL is a query
language for retrieving and filtering linked data stored in RDF format.
What you can do with SPARQL:
- Search
all terms related to a concept
- Retrieve
broader/narrower terms
- Find
SKOS concepts connected to records
- Integrate
vocabularies with machine-learning tools
Libraries use SPARQL endpoints to:
- Build
advanced search tools
- Run
analytics on vocabularies
- Connect
catalogs with external linked data resources
Example SPARQL questions:
- “Give
me all concepts narrower than ‘Agriculture’ from AGROVOC.”
- “Find
all terms in Nepali with English equivalents.”
Bringing It All Together for Your
Profession
As a library leader and knowledge
director, these technologies help you:
1. Build a national-level thesaurus
service (Nepal can model Finto/Skosmos).
Useful in national digital library,
knowledge hubs, and educational platforms.
2. Improve cataloging quality &
discoverability
By reusing LCSH, MeSH, AGROVOC, etc.
3. Integrate semantic web tools into
Nepalese library systems
Using JSON-LD, REST APIs, SPARQL.
4. Enable multilingual and
cross-institutional interoperability
Essential for Nepal's multilingual
context.
5. Connect Nepalese library data to global
networks
Making Nepal visible in the global
linked-data ecosystem.
Summary,
In today’s data-driven world, libraries
and knowledge institutions rely heavily on structured, consistent, and
interoperable metadata. Controlled vocabularies and semantic-web technologies
are becoming essential tools for organizing information, improving discovery,
and connecting local knowledge to global networks. This article introduces key
concepts—such as controlled vocabularies, thesauri, ontologies, SKOS, Skosmos,
Finto, REST APIs, JSON-LD, and SPARQL—and explains how they shape modern
knowledge management.
Readers will find clear explanations of
major international vocabularies including LCSH, MeSH, AAT, EuroVoc, AGROVOC,
STW, and more. The blog highlights how these resources strengthen cataloging,
enhance multilingual access, and support linked-data integration across
libraries, archives, and digital repositories. It also outlines the technical
pathway for publishing a thesaurus on the web using SKOS standards and tools
like Skosmos and RDF triple stores.
Whether you are working in a national
library, a university, a research center, or a heritage institution, this guide
shows how semantic-web practices can elevate metadata quality, promote
interoperability, and help build smarter knowledge ecosystems. For knowledge
managers in Nepal and around the world, adopting these technologies opens the
door to more connected, discoverable, and future-ready information services.