Pith. Sign in

RECORD

GWAT: The Geneva Affective Picture Database WordNet Annotation Tool

Human-Computer Interaction · Submitted 27 May 2015

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim Since GAPED does not define keywords of individual pictures but only a general category of picture groups, GWAT represents a significant improvement towards development of comprehensive picture semantics.

how it is stated · asserted 1.00 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID1505.07395 (version 2)
Pith IDKTUMV4TB, Pith's permanent record of this paper and its review
CitationDavor Jug, Dujo Duvnjak, Marko Horvat. "GWAT: The Geneva Affective Picture Database WordNet Annotation Tool." arXiv:1505.07395 (2015). https://pith.science/paper/KTUMV4TB
Claim paper

The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

Open the compiled record

Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 8,027 input tokens, $0.0003 reported.

What the abstract itself states, as probabilities: claims first 0.08 · states limitation 0.28 · human participants 0.40 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.04 · compares with prior results 0.50 · mentions code or data availability 0.92.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

The Geneva Affective Picture Database WordNet Annotation Tool (GWAT) is a user-friendly web application for manual annotation of pictures in Geneva Affective Picture Database (GAPED) with WordNet. The annotation tool has an intuitive interface which can be efficiently used with very little technical training. A single picture may be labeled with many synsets allowing experts to describe semantics with different levels of detail. Noun, verb, adjective and adverb synsets can be keyword-searched and attached to a specific GAPED picture with their unique identification numbers. Changes are saved automatically in the tool's relational database. The attached synsets can be reviewed, changed or deleted later. Additionally, GAPED pictures may be browsed in the tool's user interface using simple commands where previously attached WordNet synsets are displayed alongside the pictures. Stored annotations can be exported from the tool's database to different data formats and used in 3rd party applications if needed. Since GAPED does not define keywords of individual pictures but only a general category of picture groups, GWAT represents a significant improvement towards development of comprehensive picture semantics. The tool was developed with open technologies WordNet API, Apache, PHP5 and MySQL. It is freely available for scientific and non-commercial use.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 The Geneva Affective Picture Database WordNet Annotation Tool (GWAT) is a user-friendly web application for manual annotation of pictures in Geneva Affective Picture Database (GAPED) with WordNet. contribution 0.93 0.48 0.12 asserted 1.00
s1 The annotation tool has an intuitive interface which can be efficiently used with very little technical training. method 0.72 0.43 0.05 asserted 0.98
s2 A single picture may be labeled with many synsets allowing experts to describe semantics with different levels of detail. method 0.94 0.43 0.06 hedged possibility 0.87
s3 Noun, verb, adjective and adverb synsets can be keyword-searched and attached to a specific GAPED picture with their unique identification numbers. method 0.97 0.48 0.04 asserted 0.96
s4 Changes are saved automatically in the tool's relational database. method 0.98 0.67 0.03 asserted 1.00
s5 The attached synsets can be reviewed, changed or deleted later. method 0.95 0.35 0.04 asserted 0.95
s6 Additionally, GAPED pictures may be browsed in the tool's user interface using simple commands where previously attached WordNet synsets are displayed alongside the pictures. method 0.91 0.50 0.04 hedged possibility 0.95
s7 Stored annotations can be exported from the tool's database to different data formats and used in 3rd party applications if needed. method 0.81 0.55 0.07 hedged possibility 0.51
s8 Since GAPED does not define keywords of individual pictures but only a general category of picture groups, GWAT represents a significant improvement towards development of comprehensive picture semantics. interpretation 0.54 0.44 0.64 asserted 1.00
s9 The tool was developed with open technologies WordNet API, Apache, PHP5 and MySQL. method 0.99 0.79 0.03 asserted 1.00
s10 It is freely available for scientific and non-commercial use. contribution 0.50 0.34 0.06 asserted 1.00

What kind of paper the classifier reports this is: method or tool 1.00 · evidence from argument 0.77.

What was examined, and what was not

sources read
  • arXiv listing abstract v2
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

The Geneva Affective Picture Database WordNet Annotation Tool (GWAT) is a user-friendly web application for manual annotation of pictures in Geneva Affective Picture Database (GAPED) with WordNet. The annotation tool has an intuitive interface which can be efficiently used with very little technical training. A single picture may be labeled with many synsets allowing experts to describe semantics with different levels of detail. Noun, verb, adjective and adverb synsets can be keyword-searched and attached to a specific GAPED picture with their unique identification numbers. Changes are saved automatically in the tool's relational database. The attached synsets can be reviewed, changed or deleted later. Additionally, GAPED pictures may be browsed in the tool's user interface using simple commands where previously attached WordNet synsets are displayed alongside the pictures. Stored annotations can be exported from the tool's database to different data formats and used in 3rd party applications if needed. Since GAPED does not define keywords of individual pictures but only a general category of picture groups, GWAT represents a significant improvement towards development of comprehensive picture semantics. The tool was developed with open technologies WordNet API, Apache, PHP5 and MySQL. It is freely available for scientific and non-commercial use.

Human review

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.