[
https://issues.apache.org/jira/browse/STANBOL-1156?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Rafa Haro closed STANBOL-1156.
------------------------------
Resolution: Done
> Freebase Entity Disambiguation
> ------------------------------
>
> Key: STANBOL-1156
> URL: https://issues.apache.org/jira/browse/STANBOL-1156
> Project: Stanbol
> Issue Type: Story
> Components: Data, Enhancement Engines, Enhancer, Entityhub
> Reporter: Rafa Haro
> Labels: disambiguation, freebase, gsoc2015, mentoring
>
> Since STANBOL-1014, it is possible to generate an EntityHub site for the
> Freebase Knowledge Base. As part of Google Summer of Code call for 2013,
> there has been a proposal for Freebase Entity Disambiguation. Proposal
> details can be found in the following link:
> http://www.google-melange.com/gsoc/project/google/gsoc2013/adperezmorales/10001.
> The disambiguation process for Freebase should also follow the workflow and
> architecture stablished at STANBOL-1037.
> The project development has been divided in three global tasks:
> 1. Integration of resources for local disambiguation. Wikilinks
> (http://www.iesl.cs.umass.edu/data/wiki-links) is a dataset that provides
> URLs of webpages, along with the anchor of the links, and the Wikipedia and
> Freebase pages they link to. As provided, this dataset can be used to get all
> the surface strings that refer to a Wikipedia page, but further, it can be
> used to download the webpages and extract the context around the webpages.
> This contexts can be used for local disambiguation against Content Items
> mention contexts.
> 2. Integration of resources for global disambiguation: Freebase is an
> enormous graphs of related entities and concepts. The structure of this graph
> can be used to compute groups of entities that are semantically related in a
> document. For example, we can use the relationship between Michael Jordan and
> NBA to disambiguate Michael Jordan in a text. The goal of this task is to
> store the Freebase graph structure in a Neo4j database and provide an API to
> use it for disambiguation purposes.
> 3. Disambiguation algorithm: finally, it is necessary to write an algorithm
> that take into account the local and global disambiguations score in order to
> refine the confidence values of the EntityAnnotations in the Enhancement
> Structure
--
This message was sent by Atlassian JIRA
(v6.3.4#6332)
