Publication Details

Advanced User Interfaces for Semantic Annotation of Complex Relations in Text

DYTRYCH Jaroslav and SMRŽ Pavel. Advanced User Interfaces for Semantic Annotation of Complex Relations in Text. In: Agents and Artificial Intelligence. Lecture Notes in Computer Science, vol. 10839. Cham: Springer International Publishing, 2018, pp. 205-221. ISBN 978-3-319-93581-2. ISSN 0302-9743. Available from: https://www.springer.com/us/book/9783319935805
Type
conference paper
Language
english
Authors
URL
Keywords

computer-assisted tagging, text annotation, ambiguous entity
names

Abstract

This paper deals with computer-assisted semantic annotation of text. It particularly focuses on the annotation of complex relations and linking of entities with highly ambiguous names. These tasks cannot be reliably accomplished by fully automatic methods today. Our research explores user interface features that can help the manual annotation process. We extend our original experiments published in the Interaction Patterns in Computer-assisted Semantic Annotation of Text - An Empirical Evaluation by a detailed analysis of advantages brought by the semantic filtering feature of our 4A annotation system. We also expand our user study on the annotation of highly ambiguous entities showing speed-ups brought by a presentation mode for entity candidates employing advanced disambiguation contexts.

Published
2018
Pages
205-221
Journal
Lecture Notes in Computer Science, vol. 10839, no. 2018, ISSN 0302-9743
Proceedings
Agents and Artificial Intelligence
Series
Lecture Notes in Computer Science
Conference
9th International Conference on Agents and Artificial Intelligence, Porto, PT
ISBN
978-3-319-93581-2
Publisher
Springer International Publishing
Place
Cham, CH
DOI
UT WoS
000443493600011
EID Scopus
BibTeX
@INPROCEEDINGS{FITPUB11404,
   author = "Jaroslav Dytrych and Pavel Smr\v{z}",
   title = "Advanced User Interfaces for Semantic Annotation of Complex Relations in Text",
   pages = "205--221",
   booktitle = "Agents and Artificial Intelligence",
   series = "Lecture Notes in Computer Science",
   journal = "Lecture Notes in Computer Science",
   volume = 10839,
   number = 2018,
   year = 2018,
   location = "Cham, CH",
   publisher = "Springer International Publishing",
   ISBN = "978-3-319-93581-2",
   ISSN = "0302-9743",
   doi = "10.1007/978-3-319-93581-2\_11",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11404"
}
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