Paper Info
Title
AATOS - A Configurable Tool for Automatic Annotation.
Abstract
This paper presents an automatic annotation tool AATOS for providing documents with semantic annotations. The tool links entities found from the texts to ontologies defined by the user. The application is highly configurable and can be used with different natural language Finnish texts. The application was developed as a part of the WarSampo (http://seco.cs.aalto.fi/projects/sotasampo/en/) and Semantic Finlex (http://seco.cs.aalto.fi/projects/lawlod/en/) projects and tested using Kansa Taisteli magazine articles and consolidated Finnish legislation of Semantic Finlex. The quality of the automatic annotation was evaluated by measuring precision and recall against existing manual annotations. The results showed that the quality of the input text, as well as the selection and configuration of the ontologies impacted the results.
Year
DOI
Venue
2017
10.1007/978-3-319-59888-8_24
Lecture Notes in Artificial Intelligence
Field
DocType
Volume
Ontology (information science),Annotation,Information retrieval,Computer science,Precision and recall,SPARQL,Natural language,Proper noun
Conference
10318
ISSN
Citations 
PageRank 
0302-9743
1
0.36
References 
Authors
13
9
Name
Order
Citations
PageRank
Minna Tamper151.55
Petri Leskinen271.28
Esko Ikkala3129.62
Arttu Oksanen410.36
Eetu Mäkelä518823.10
Erkki Heino671.61
Jouni Tuominen717827.45
Mikko Koho8149.77
Eero Hyvönen9843103.43