Title :
Extraction of evolution descriptions from the web
Author :
Holzmann, Helge ; Risse, Thomas
Author_Institution :
L3S Res. Center, Leibniz Univ. Hannover, Hannover, Germany
Abstract :
The evolution of named entities affects exploration and retrieval tasks in digital libraries. An information retrieval system that is aware of name changes can actively support users in finding former occurrences of evolved entities. However, current structured knowledge bases, such as DBpedia or Freebase, do not provide enough information about evolutions, even though the data is available on their resources, like Wikipedia. Our Evolution Base prototype will demonstrate how excerpts describing name evolutions can be identified on these Web sites with a promising precision. The descriptions are classified by means of models that we trained based on a recent analysis of named entity evolutions on Wikipedia.
Keywords :
Web sites; digital libraries; DBpedia; Freebase; Web sites; Wikipedia; digital libraries; evolution base prototype; evolution description extraction; exploration task; information retrieval system; name changes; named entity evolution; retrieval task; structured knowledge bases; Electronic publishing; Encyclopedias; Internet; Knowledge based systems; Libraries; Training; Named Entity Evolution; Semantics; Wikipedia;
Conference_Titel :
Digital Libraries (JCDL), 2014 IEEE/ACM Joint Conference on
Conference_Location :
London
DOI :
10.1109/JCDL.2014.6970201