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Sumin Zhang

Biographic Data

ID9301932
NAMESumin Zhang
GIVEN NAMESSumin
FAMILY NAMEZhang
SIGNATUREZHANG S
AFFILIATIONSZhejiang Gongshang University
ORCID0000-0002-4860-0019
VERIFIEDYes
TOTAL WORKS3
TOTAL CITATIONS0
WORKS AS AUTHOR3
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2025
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Automated text leveling for L2 English learners

    Xiaopeng Zhang, Sumin Zhang•ARTICLE•Innovation in Language Learning…•2026

    Selecting appropriate texts for second language (L2) learners is critical for optimizing learning outcomes, yet existing methods often fail to accurately align materials with learner proficiency levels. This study addresses this challenge by adopting the Common European Framework of Reference for Languages (CEFR) as a benchmark for text classification. We employed ChatGPT-4o to categorize texts based on CEFR levels using a dataset of 120 texts an…

  • Green and black

    Open Access•Huilan Yang, Dandi Li et al.•ARTICLE•Humanities and Social Sciences…•2025

    This study aims to examine the impact of background colors on pro-environmental behavior surveys in both Chinese and English. A total of 146 unbalanced bilingual undergraduate students (individuals with higher proficiency in Chinese, L1, than in English, L2) in China were randomly assigned to either the green or black background versions of the survey. Prior to the survey, an Implicit Association Test (IAT) was administered to another group of 46…

  • Color Metaphor Mappings for Love Concepts

    Open Access•Huilan Yang, Beibei Huang et al.•ARTICLE•Metaphor and Symbol•2025

    Conceptual metaphors crucially shape how people understand and represent abstract concepts like love. Numerous Chinese linguistic metaphors associate love (beginning/continuing a romantic relationship) with red (e.g. 红豆相思) and lovelorn (breakup/end of a romantic relationship) with gray (e.g. 万念俱灰). However, empirical evidence supporting these color metaphors for love concepts is lacking. This study investigated the red-gray color metaphor for lov…

No prominent works on this page.

  • Green and black

    Open Access•Huilan Yang, Dandi Li et al.•ARTICLE•Humanities and Social Sciences…•2025

    This study aims to examine the impact of background colors on pro-environmental behavior surveys in both Chinese and English. A total of 146 unbalanced bilingual undergraduate students (individuals with higher proficiency in Chinese, L1, than in English, L2) in China were randomly assigned to either the green or black background versions of the survey. Prior to the survey, an Implicit Association Test (IAT) was administered to another group of 46…

  • Color Metaphor Mappings for Love Concepts

    Open Access•Huilan Yang, Beibei Huang et al.•ARTICLE•Metaphor and Symbol•2025

    Conceptual metaphors crucially shape how people understand and represent abstract concepts like love. Numerous Chinese linguistic metaphors associate love (beginning/continuing a romantic relationship) with red (e.g. 红豆相思) and lovelorn (breakup/end of a romantic relationship) with gray (e.g. 万念俱灰). However, empirical evidence supporting these color metaphors for love concepts is lacking. This study investigated the red-gray color metaphor for lov…

  • Automated text leveling for L2 English learners

    Xiaopeng Zhang, Sumin Zhang•ARTICLE•Innovation in Language Learning…•2026

    Selecting appropriate texts for second language (L2) learners is critical for optimizing learning outcomes, yet existing methods often fail to accurately align materials with learner proficiency levels. This study addresses this challenge by adopting the Common European Framework of Reference for Languages (CEFR) as a benchmark for text classification. We employed ChatGPT-4o to categorize texts based on CEFR levels using a dataset of 120 texts an…

Color perception and design (2 works) · Linguistics (2 works) · Metaphor (2 works) · Philosophy (2 works) · Psychology (2 works) · Animal and Plant Science Education (1 work) · Automation (1 work) · Categorization, perception, and language (1 work) · Cognitive psychology (1 work) · Communication (1 work)

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