• Reset your password

User account menu

  • Log in
Home
Image not available
Andreu Sulé

Main navigation

  • Home
  • What are my publications?
  • Who I am?
  • What I research?
  • What I teach?
  • Contact

Entity linking

Breadcrumb

  • Home

Automatic Entity Linking methods

By sule | 1:41 PM CEST, Tue July 21, 2015

Automatic entity linking methods

Image not available
Hello,

As a part of our research about the application of Semantic Web technologies in digital collections of libraries, archives and museums in Spain, we are working on methods to link automatically entities to knowledge bases (VIAF, DBpedia, etc.).

Tim Berners-Lee established at 2006 four rules to build the Semantic Web. The fourth rule is “Include links to other URIs so that they can discover more things”.  When we talk about digital collections of libraries, archives and museums, this fourth rule is one of the most difficult to implement (the other three rules can be managed automatically from bibliographic records markup in Dublin Core, MARC21,etc.).

Unlike unstructured text, the entity linking applied to bibliographic records has the advantage that entities are semantically well defined by properties (ex. dc: creator, dc:subject, etc.). This means that the first step of identifying, disambiguating and categorizing named entities is solved. Thus, the main issue is how to search and match in VIAF, DBpedia, etc. the persons, organizations, subjects, locations, etc. included in bibliographic records. And this is a problem because a) sometimes the entity surface form in the bibliographic record is not the same that the knowledge base surface form, and b) some surface forms in the bibliographic record has more than one match in the knowledge base (ambiguity).

Nowadays, we are experimenting with OpenRefine to trying to solve these problems. We are defining several algorithms that would have to allow to obtain the exact match between bibliographic entities and knowledge base entities.

We will keep you update of our progresses…

Enjoy it!

Andreu Sulé

University of Barcelona

Entity linking
Semantic Web
  • Read more about Automatic Entity Linking methods
Subscribe to Entity linking

categories

Search engines 1
Discovery tools 1
Libraries 8
Smartwatches 1
User interfaces 1
Web Usability 1
Education 1
Research 2
Seminars 1
Responsive web design 1
Google Glass 1
Semantic Web 4
Books 1
Cataloguing 1
Search 1
BOBCATSSS 2015 2
Conference 1
Information 1
Documentation 1
Lib 1
Sustainability 1
Google 2
SERP 1
Almetrics 1
OCLC 2
Library of Congress 1
linked data 6
Facultat de Biblioteconomia i Documentació 2
Big data 2
Marshall Breeding 1
NISO 1
Discovery technologies 1
Web pages 1
Ranking 1
III International Seminar on LIS Education and Research 1
Schema.org 1
Apple Watch 1
UX 1
Interfaces design 1
Entity linking 1
Drupal 1
Agri SA 1
Glòria Pérez-Salmerón 1
IFLA 1
Democracy 1
LodView 1
National Library of the Netherlands 1
ESWC 2016 1
Big Data Congress 1
Startup Grind Barcelona 1
Start-ups 1
Catalonia 1
Google Search 1
App 1
Metadata 1
Publishers 1
European Data Portal 1
Open data 1
Visual Genome 1
Imatges 1
Reconeixement automàtic 1
Intel·ligència artificial 1
Images 1
Deep learning 1
Artificial intelligence 1
RDF 2
Digital collections 1
Spain 1
Libhub Initiative 1
Zepheira 1
BIBFRAME 1
Catalogues 1
RDA 1
Michael Gorman 1
International Council on Archives 1
Archival description 1
Standards 1
BOBCATSSS 2017 1

Footer menu

  • Contact

Copyright © 2025 Andreu Sule - All rights reserved