Code Monkey home page Code Monkey logo

doser's Introduction

#DoSeR - Disambiguation of Semantic Resources

If you are interested in the entity disambiguation system of DoSeR only, please have a look at our DoSeR-Disambiguation repository at Github DoSeR-Disambiguation

Doser is a framework, written during my PhD to easily integrate entity disambiguation algorithms for different knowledge bases. It is generic in the way that knowledge bases with general entities (e.g. Wikipedia) and more specialized entities (e.g. biomedical entities) can be used. This framework is being continuously developed and may contain bugs. The framework is written in Java and is deployed via Maven.

This package contains the following services:

  • Disambiguation Service
  • Table Disambiguation Service
  • RDFSummarization
  • Category Suggestion

Basically this project is split up into the following maven subpackages:

  • doser-disambiguationserver
  • doser-core
  • doser-hbase
  • doser-hadoop
  • doser-extensions
  • doser-experiments
  • doser-gerbilrest

###Configuration

To make this code runnable, this code must be deployed on a webserver. Additionally, the following configuration file located in src/main/resources of doser-disambiguationserver must be adapted to run this framework probably.

###Service

All services can be addressed with the following links:

  • Disambiguation Service: serverurl/doser-disambiguationserver/disambiguate-proxy
  • TableDisambiguation Service: serverurl/doser-disambiguationserver/disambiguatetable-proxy
  • RDFSummarization Service: serverurl/doser-disambiguationserver/summarize
  • CategorySuggestion Service : serverurl/doser-disambiguationserver/categorysuggestion-proxy

##Citation If you use DoSeR in your research, please cite the following paper:

@inproceedings{DBLP:conf/esws/ZwicklbauerSG16,
author    = {Stefan Zwicklbauer and Christin Seifert and Michael Granitzer},
title     = {DoSeR - A Knowledge-Base-Agnostic Framework for Entity Disambiguation Using Semantic Embeddings},
booktitle = {The Semantic Web. Latest Advances and New Domains - 13th International
           Conference, {ESWC} 2016, Heraklion, Crete, Greece, May 29 - June 2,
           2016, Proceedings},
pages     = {182--198},
year      = {2016},
crossref  = {DBLP:conf/esws/2016},
url       = {http://dx.doi.org/10.1007/978-3-319-34129-3_12},
doi       = {10.1007/978-3-319-34129-3_12},
timestamp = {Mon, 23 May 2016 13:46:28 +0200},
biburl    = {http://dblp.uni-trier.de/rec/bib/conf/esws/ZwicklbauerSG16},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

###Contact If you have further question, please ask [email protected]

doser's People

Contributors

quhfus avatar

Stargazers

Oguz Serbetci avatar Julio C. Rangel avatar  avatar mattl920@gmail.com avatar Sambit Kumar Dash avatar Kelvin Lockwood avatar mak avatar  avatar Hiber Niu avatar The Alchemist avatar isspek avatar Eyad Sibai avatar jerad fields avatar Pete Skomoroch avatar  avatar Firoj Alam, Scientist, QCRI avatar  avatar Raphael Troncy avatar Max Stoliar avatar Samir Moussa avatar 知凡 avatar Diego avatar Mariano Rodriguez Muro avatar Johann Petrak avatar Bor Hodošček avatar David Przybilla avatar Estefanía Otero avatar  avatar Sebastian Bayerl avatar

Watchers

知凡 avatar Raphael Troncy avatar Firoj Alam, Scientist, QCRI avatar  avatar jerad fields avatar

doser's Issues

pom dependency problem for org.aksw + gerbil.nif.transfer

when building with maven, there is an error:
Message:
[ERROR] Failed to execute goal on project doser-gerbilrest:
Could not resolve dependencies for project doser.sub:doser-gerbilrest:war:0.6:
Could not find artifact org.aksw:gerbil.nif.transfer:jar:0.0.1 in spotlight-releases-repository (https://github.com/dbpedia-spotlight/maven-repo/raw/master/releases)

/doser-gerbilrest/pom.xml
the following dependency cannot be resolved:

org.aksw
gerbil.nif.transfer
0.0.1

Impact of Sense Prior

The Sense Prior's impact on popular entities is too big.
Example:
"Three of the greatest guitarists started their career in a single band Clapton, Beck and Page".
Surface Forms: Clapton, Beck and Page.

The Sense Prior of http://dbpedia.org/resource/Beck is quite large due to its many occurrences with surface form Beck.
The Graph transition probability to http://dbpedia.org/resource/Jeff_Beck is highest.
Disambiguation Result: http://dbpedia.org/resource/Beck

However, it is wrong in the case.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.