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On Evaluation of Inter- and Intra-Rater Agreement in Music Recommendation Cover

On Evaluation of Inter- and Intra-Rater Agreement in Music Recommendation

Open Access
|Nov 2021

Figures & Tables

Table 1

Overview of song material and demographics in studies A and B.

genressongsparticipantsfemalemaleaverage ageage range
Study A59063328.226 to 34
Study B1902820825.621 to 35
Table 2

Overview of results for time points t1, t2 and between t1 and t2 (t1 → t2), for both study A and B. Shown are average correlations ρ and upper bounds B80 ± standard deviations, also for MIREX AMS task (last two lines).

study A – five genresstudy B – one genre
t1t2t1 → t2t1t2t1 → t2
ρ0.73 ± .0650.75 ± .0650.80 ± .1030.26 ± 0.1460.22 ± 0.1530.38 ± 0.175
B8067.7 ± 19.557.5 ± 25.682.1 ± 14.649.0 ± 22.845.0 ± 21.458.3 ± 21.6
ρAMS0.40 ± .027
B80AMS61.65 ± 27.0
Figure 1

Average score inter-rater agreement for different intervals of scores (solid line) ± one standard deviation (dash-dot lines), at time point t1 (top) and t2 (bottom) for study A. The dashed line indicates theoretical perfect agreement.

Figure 2

Histogram plots of all scores (left), scores within genres (middle) and scores between genres (right) for both time points t1 and t2 of study A. Average scores are plotted as vertical dashed lines and also given in the respective titles.

Table 3

Genre score matrix at time t1 (top) and t2 (bottom) for study A, showing average scores per genre combination. Left-most column: genre of query song; top line: genre of candidate song.

Figure 3

Scores at t1 (x-axis) vs. t2 (y-axis) for the two raters who achieved maximal (top) and minimal (bottom) intra-rater correlation in study B.

Figure 4

Intra-rater agreement correlations (x-axis) versus BMIS agreement correlations (y-axis). The horizontal dashed line illustrates the proposed exemption of participants with BMIS correlation < 0.4.

DOI: https://doi.org/10.5334/tismir.107 | Journal eISSN: 2514-3298
Language: English
Submitted on: Mar 26, 2021
Accepted on: Oct 12, 2021
Published on: Nov 24, 2021
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2021 Arthur Flexer, Taric Lallai, Katja Rašl, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.