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Data · dataset · 2026

Anonymized Evaluation and Wood-Grain Imagery Rating Data for the L-WIM Study

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This dataset contains anonymized evaluation and wood-grain imagery rating data supporting the L-WIM study.

Description

The data are provided in two Microsoft Excel files. User_Evaluation_Anonymized_Data.xlsx contains anonymized user-evaluation data from a controlled user study with 48 participants.

Participants were assigned to one of three experimental conditions: Traditional Method, general-purpose Gen-AI, or L-WIM. Each participant completed two material-matching tasks. The file includes task completion time, NASA-TLX workload scores, expert ratings of output quality, and user-reported decision-support measures.

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Rows represent either task-level observations or participant-level averages, depending on the worksheet. Column headers indicate participant ID, group, task, task completion time in minutes, NASA-TLX scores, expert ratings on 1–10 scales, and user evaluation ratings on 1–7 scales. Participant IDs are anonymized and contain no personally identifiable information.

WoodGrain_Imagery_Ratings_22Raters_95Images.xlsx contains wood-grain imagery rating data from 22 raters across 95 wood-grain images. The images were generated from five golden-thread nanmu wood specimens photographed under 19 lighting angles. Raters evaluated each image on five affective imagery dimensions: richness, ornateness, dynamism, intensity, and interest.

Ratings use a semantic differential scale ranging from −3 to 3. The file includes long-format ratings, dimension-specific rater-by-image matrices, image-level mean ratings, and inter-rater reliability summaries.The data were generated in China as part of a furniture-design and material-perception study. The user study was conducted with participants who had design-related backgrounds or professional design experience.

The wood-grain imagery data were generated from controlled image acquisition of golden-thread nanmu specimens under different lighting-angle conditions. The temporal scope corresponds to the period of the reported study; the data do not represent longitudinal observations.All data were processed to remove personally identifiable information. No names, contact information, signed consent forms, or free-text responses that could identify participants are included.

Missing data were not observed in the deposited worksheets. Measurement error may arise from subjective rating variation among participants and raters; therefore, inter-rater reliability summaries are provided for the wood-grain imagery ratings.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 75% · Longitudinal study 65%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.3911711 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[method].local:method:longitudinal-studyenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (65%)
concepts[modality].local:modality:imageenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title