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MAG (Multilingual AGDISTIS)

A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking Approach

Mark the entities with square brackets.
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What is MAG?

            A novel multilingual, knowledge-base agnostic and deterministic
            approach to entity linking. MAG is based on a combination of
            context-based retrieval on structured knowledge bases and graph
            algorithms. MAG is an extension of AGDISTIS which is an Open Source
            Named Entity Disambiguation Framework.

            
Where can I learn more about MAG?

            MAG's algorithm is implemented within AGDISTIS. To learn more about
            AGDISTIS visit our project homepage.
            
Who maintains MAG?

            We are a big team of maintainers:
            
            
How to cite MAG?

            If you want to cite this publication please use the Bibtex below:
            
@inproceedings{moussallem2017mag,
  title={MAG: A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking Approach},
  author={Moussallem, Diego and Usbeck, Ricardo and R{\"o}eder, Michael and Ngomo, Axel-Cyrille Ngonga},
  booktitle={Proceedings of the Knowledge Capture Conference},
  pages={9},
  year={2017},
  organization={ACM}
}

            
Where is MAG used?

            
            Please let us know if you are using MAG/AGDISTIS. You can contact us
            here.
        

    

    

        Use from java
        

            For running MAG on your machine:
            
 1) Clone this https://github.com/dice-group/AGDISTIS/
            
 2) go to the root directory
            
 3) execute:
            
mvn tomcat:run 

            Now a webservice is running on localhost:8080.
        

        

        Running with Docker
        

            
1. Pull image from docker hub using
            `docker pull aksw/agdistis`
            (https://hub.docker.com/r/aksw/agdistis/) 
2. Download (see
            above) or build an index and rename it if needed to index 
3.
            Run AGDISTIS while attaching an index as volume using 
4.
            Adapt your language/knowledgebase settings for using it 
English
            example:
            
			docker run -d \
  			--name agdistis \
  			-v `pwd`/indexdbpedia_en_2016:/usr/local/tomcat/index \
  			-v `pwd`/index_bycontext:/usr/local/tomcat/index_bycontext \
  			-p 8080:8080 \
  			-e AGDISTIS_NODE_TYPE=http://dbpedia.org/resource/ \
  			-e AGDISTIS_EDGE_TYPE=http://dbpedia.org/ontology/ \
  			-e AGDISTIS_BASE_URI=http://dbpedia.org \
  			aksw/agdistis:latest
			

            
German example:
            
			docker run -d \
  			--name agdistis \
 			-v `pwd`/indexdbpedia_de_2016:/usr/local/tomcat/index \
  			-v `pwd`/index_bycontext:/usr/local/tomcat/index_bycontext \
  			-p 8080:8080 \
  			-e AGDISTIS_NODE_TYPE=http://de.dbpedia.org/resource/ \
  			-e AGDISTIS_EDGE_TYPE=http://dbpedia.org/ontology/ \
  			-e AGDISTIS_BASE_URI=http://dbpedia.org \
  			aksw/agdistis:latest
			


            
If you have a context index (index_bycontent, like in this
            example) add `-e AGDISTIS_CONTEXT=True`
            
 Create your own
            docker image
            
1. Clone this https://github.com/dice-group/AGDISTIS/
            
2. Build application war by running `mvn package -Dmaven.test.skip=true`
            
3. Build docker image by running `docker build -t aksw/agdistis .`
        

    

    

        We deployed MAG as a RESTful service reachable via the following command:
        


curl --data-urlencode "text='The <entity>University of Leipzig</entity> in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8113/AGDISTIS



            or if you want to use a larger text file:

            
curl --data-urlencode "text@test.txt" -d type=agdistis http://akswnc9.informatik.uni-leipzig.de:8113/AGDISTIS



            or if you want to use a larger text or NIF file:
            
curl --data-urlencode "text@nif.ttl" -d type=agdistis http://akswnc9.informatik.uni-leipzig.de:8113/AGDISTIS



            Score per candidate
            
curl --data-urlencode "text='The <entity>University of Leipzig</entity> in <entity>Barack Obama</entity>.'" -d type='candidates' http://akswnc9.informatik.uni-leipzig.de:8113/AGDISTIS



            English (EN)

            
curl --data-urlencode "text='<entity>Barack Obama</entity> is in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8113/AGDISTIS


            German (DE)
            
curl --data-urlencode "text='<entity>Barack Obama</entity> is in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8114/AGDISTIS


            Spanish (ES)
            
curl --data-urlencode "text='<entity>Barack Obama</entity> is in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8115/AGDISTIS


            French (FR)
            
curl --data-urlencode "text='<entity>Barack Obama</entity> is in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8116/AGDISTIS


            Italian (IT)
            
curl --data-urlencode "text='<entity>Barack Obama</entity> is in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8117/AGDISTIS


            Japanese (JA)
            
curl --data-urlencode "text='<entity>Barack Obama</entity> is in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8118/AGDISTIS


            Netherlands (NL)
            
curl --data-urlencode "text='<entity>Barack Obama</entity> is in <entity>Leipzig</entity>.'" -d type='agdistis' http://akswnc9.informatik.uni-leipzig.de:8119/AGDISTIS


            Disclaimer:
            The deployed webservice does not reflect the optimal parametrization of MAG as published.
        

    

    

        You can download all 40 languages indexes on DBpedia and also 1
        English index from Wikidata from the following URLs:
        

            
Arabic
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_ar.zip


            
Azerbaijani
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_az.zip


            
Belarusian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_be.zip


            
Bulgarian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_bg.zip


            
Bengali (Bangla)
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_bn.zip


            
Catalan
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_ca.zip


            
Czech
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_cs.zip


            
Welsh
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_cy.zip


            
German
            
2016-10 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_de.zip

            
2016-04 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/de/indexdbpedia_de_2016.zip
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/de/index_bycontext.zip


            
Greek
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_el.zip


            
English
            
2016-10 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_en.zip

            
2016-04 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/en/indexdbpedia_en_2016.zip
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/en/index_bycontext.zip


            
Esperanto
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_eo.zip


            
Spanish
            
2016-10
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_es.zip

            
2016-04 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/es/indexdbpedia_es_2016.zip

            
Basque
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_eu.zip


            
French
            
2016-10
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_fr.zip

            
2016-04 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/fr/indexdbpedia_fr_2016.zip


            
Irish
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_ga.zip


            
Galician
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_gl.zip


            
Hindi
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_hi.zip


            
Croatian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_hr.zip


            
Hungarian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_hu.zip


            
Armenian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_hy.zip


            
Indonesian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_id.zip


            
Italian
            
2016-10
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_it.zip

            
2016-04 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/it/indexdbpedia_it_2016.zip


            
Japanese
            
2016-10
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_ja.zip

            
2016-04 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/ja/indexdbpedia_ja_2016.zip


            
Korean
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_ko.zip


            
Latvian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_lv.zip


            
Macedonian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_mk.zip


            
Dutch
            
2016-10
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_nl.zip

            
2016-04 version
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-04/nl/indexdbpedia_nl_2016.zip


            
Polish
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_pl.zip


            
Portuguese
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_pt.zip


            
Romanian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_ro.zip


            
Russian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_ru.zip


            
Slovak
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_sk.zip


            
Slovenian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_sl.zip


            
Serbian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_sr.zip


            
Swedish
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_sv.zip


            
Turkish
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_tr.zip


            
Ukrainian
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_uk.zip


            
Vietnamese
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_vi.zip


            
Chinese
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/dbpedia_index_2016-10/index_zh.zip


            
English Wikidata
            
https://hobbitdata.informatik.uni-leipzig.de/agdistis/wikidata/index_wikidata_en.zip