Search alternatives:
significant decrease » significant increase (Expand Search), significantly increased (Expand Search)
greater decrease » greatest decrease (Expand Search), greater increase (Expand Search), greater disease (Expand Search)
level increased » levels increased (Expand Search), levels decreased (Expand Search), gene increased (Expand Search)
significant decrease » significant increase (Expand Search), significantly increased (Expand Search)
greater decrease » greatest decrease (Expand Search), greater increase (Expand Search), greater disease (Expand Search)
level increased » levels increased (Expand Search), levels decreased (Expand Search), gene increased (Expand Search)
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Summary of experimental dataset.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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19229
Impacts of on rating prediction RMSE and MAE.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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Results of bundle recommendation for each method.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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The RMSE results of each rating methods.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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19232
Impacts of the number of layers on the model.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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The impact of the bundle size on the model.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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Results comparison in the ablation experiments.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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Impacts of on rating prediction (RMSE+MAE).
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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S1 File. The main code of the research.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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Impacts of embedding dimension on the model.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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Problem description diagram.
Published 2025“…Moreover, user satisfaction with the recommended bundles also increased significantly. These results highlight the value of rating differences in understanding user behavior and validate the efficacy of our two-stage model in improving bundle recommendation performance for online retailers.…”
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Changes in MMSE scores by age group.
Published 2025“…</p><p>Results</p><p>Among patients with K–L grade 4, the decrease in the Mini-Mental State Examination score in patients who underwent surgery was significantly lower than that in other patients who received conservative treatment only.…”
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Limitations in Determining Oxidation States in Condensed Matter at the Subnanometric Scale
Published 2025“…Understanding and defining the elemental oxidation state of solid materials at the atomic level becomes increasingly complex as their physical dimensions are reduced from tens of nanometerswhere properties are still dominated by bulk or outer atomic crystal plane characteristics, to the subnanometric limit. …”