Interaction Patterns in Computer-assisted Semantic Annotation of Text - An Empirical Evaluation

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU123155" target="_blank" >RIV/00216305:26230/16:PU123155 - isvavai.cz</a>

Result on the web

<a href="http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=5F3T%2fEA+bgg%3d&t=1" target="_blank" >http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=5F3T%2fEA+bgg%3d&t=1</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5220/0005695900740084" target="_blank" >10.5220/0005695900740084</a>

Result language

angličtina

Original language name

Interaction Patterns in Computer-assisted Semantic Annotation of Text - An Empirical Evaluation

Original language description

This paper examines user interface options and interaction patterns evinced in tools for computer-assisted semantic enrichment of text. It focuses on advanced annotation tasks such as hierarchical annotation of complex relations and linking entities with highly ambiguous names and explores how decisions on particular aspects of annotation interfaces influence the speed and the quality of computer-assisted human annotation processes. Reported experiments compare the 4A annotation system, designed and implemented by our team, to RDFaCE and GATE tools that all provide advanced annotation functionality. Results show that users are able to reach better consistency of event annotations in less time when using the 4A editor. A set of experiments is then conducted that employ 4A's high flexibility and customizability to find an optimal amount of displayed information and its presentation form to reach best results in linking entities with highly ambiguous names. The last set of experiments then proves that 4A's particular way of implementing the concept of semantic filtering speeds up event annotation processes and brings higher consistency when compared to alternative approaches.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proceedings of the 8th International Conference on Agents and Artificial Intelligence

ISBN

978-989-758-172-4

ISSN

—

e-ISSN

—

Number of pages

11

Pages from-to

74-84

Publisher name

SciTePress - Science and Technology Publications

Place of publication

Setúbal

Event location

Roma

Event date

Feb 14, 2016

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

—