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William Orwig; Simone A. Luchini; Roger E. Beaty; Daniel L. Schacter – Journal of Creative Behavior, 2025
Creativity researchers have recently sought to standardize idea assessment via computational measures of semantic distance: the degree of conceptual dissimilarity between words. The relationship between semantic distance and creativity has traditionally been described using linear models, with the embedded assumption that as semantic distance…
Descriptors: Creativity, Semantics, Creative Thinking, Figurative Language
Simon M. Ceh; Alexander P. Christensen; Izabela Lebuda; Mathias Benedek – Creativity Research Journal, 2024
The present study explored the public conceptualization of creativity on Twitter through co-listed hashtags associated with #creativity in a million tweets. Exploratory Graph Analysis was used to identify a network of semantic clusters, and a pre-trained language model yielded the sentiment of the underlying tweets. The semantic clusters reflect…
Descriptors: Creativity, Social Media, Telecommunications, Semantics
Almudena Fernández-Fontecha; Arsema Pérez-Hernández – Educational Linguistics, 2025
Semantic fluency in first and second languages depends on lexical-semantic organisational mechanisms, such as clustering and switching (Bose et al., Int J Lang Commun Disord 52(3):334-345, 2017; Tomé Cornejo, Léxico disponible. Procesamiento y aplicación a la enseñanza de ELE. Master's thesis, Universidad de Salamanca. Gredos, 2015). Creative…
Descriptors: Second Languages, Language Fluency, Semantics, Memory
Lauren E. Flynn; Laura K. Allen – Journal of Learning Analytics, 2025
This study investigates how individual differences related to creative and verbal fluencies can be differentiated and modelled through the linguistic features that manifest in student writing. Using computational linguistics, we analyzed samples of intrapersonal writing to extract linguistic features that align to specific dimensions of language.…
Descriptors: Creativity, Language Fluency, Verbal Ability, Writing Ability
Johnson, Dan R.; Hass, Richard W. – Journal of Creative Behavior, 2022
The ability to search memory for diverse contextual usages of words is proposed to play a role in creative idea generation. However, it is not yet known whether searching for more diverse contextual usages of words enhances the novelty of ideas during idea generation. In three experiments, participants were given a noun as a creativity prompt…
Descriptors: Semantics, Creativity, Creative Thinking, Language Usage
William Orwig; Emma R. Edenbaum; Joshua D. Greene; Daniel L. Schacter – Journal of Creative Behavior, 2024
Recent developments in computerized scoring via semantic distance have provided automated assessments of verbal creativity. Here, we extend past work, applying computational linguistic approaches to characterize salient features of creative text. We hypothesize that, in addition to semantic diversity, the degree to which a story includes…
Descriptors: Computer Assisted Testing, Scoring, Creativity, Computational Linguistics
Soma Chaudhuri; Joydeep Bhattacharya – Journal of Creative Behavior, 2025
Understanding how creativity is judged in brief, structured texts is essential for exploring aesthetic and emotional engagement in minimalist art forms. Haiku and Senryu, two concise poetic genres, provide a unique lens to investigate how creativity is perceived under constraints of brevity. This study examines how readers' subjective experiences…
Descriptors: Creativity, Creative Thinking, Evaluative Thinking, Poetry
Jinjuan Tang; Shu Chen; Norfarizah Mohd Bakhir – Education and Information Technologies, 2024
With the advent of the post-pandemic era, the integration of online and offline education has become one of the future development trends and major challenges. This article utilizes the Semantic Wave Theory to teach the "Film and Television Creative Course" through a combination of offline and online methods. While offline teaching is…
Descriptors: Blended Learning, Films, Outcomes of Education, Emotional Experience
Eran Hadas; Arnon Hershkovitz – Journal of Learning Analytics, 2025
Creativity is an imperative skill for today's learners, one that has important contributions to issues of inclusion and equity in education. Therefore, assessing creativity is of major importance in educational contexts. However, scoring creativity based on traditional tools suffers from subjectivity and is heavily time- and labour-consuming. This…
Descriptors: Creativity, Evaluation Methods, Computer Assisted Testing, Artificial Intelligence
Chesebrough, Christine; Chrysikou, Evangelia G.; Holyoak, Keith J.; Zhang, Fengqing; Kounios, John – Creativity Research Journal, 2023
An underexplored aspect of the relationship between analogical reasoning and creativity is its phenomenology; in particular, the notion that analogical reasoning is related to insight and its associated "aha!" experience. However, the relationship between these phenomena has never been directly investigated. We adapted a set of verbal…
Descriptors: Creativity, Creative Thinking, Figurative Language, Concept Formation
Yagolkovskiy, Sergey R.; Medvedev, Bogdan P. – Journal of Creative Behavior, 2020
Functional fixedness is related to excessive focusing on a specific functional property of an object. We assumed that the naming of other objects which possess the same functional property to a lesser extent than a given object can reduce the excessive focusing on this functional property for this object. It can help to loosen functional fixedness…
Descriptors: Creativity, Semantics, Priming, Creative Activities
Rochelle Yi Hsuan Yang – Educational Research and Development Journal, 2024
The integration of augmented reality (AR) into children's literature has transformed traditional reading experiences, creating immersive and interactive environments that engage young readers. This study examines the creative methods of comic language within AR children's books, positing that the combination of humor and visual storytelling can…
Descriptors: Humor, Creativity, Language Usage, Books
Wu, Ching-Lin; Peng, Shu-Ling; Chen, Hsueh-Chih – Creativity Research Journal, 2021
An increasing number of studies have explored the process of how subjects solve problems through remote association. Most research has investigated the relationship between an individual's response to semantic search during the think-aloud operation and the individual's reply performance. Few studies, however, have examined the process of…
Descriptors: Foreign Countries, Association (Psychology), Creativity, Problem Solving
Weinstein, Theresa J.; Ceh, Simon Majed; Meinel, Christoph; Benedek, Mathias – Creativity Research Journal, 2022
Evaluating creativity of verbal responses or texts is a challenging task due to psychometric issues associated with subjective ratings and the peculiarities of textual data. We explore an approach to objectively assess the creativity of responses in a sentence generation task to (1) better understand what language-related aspects are valued by…
Descriptors: Creativity, Sentences, Natural Language Processing, Computation
Werkmann Horvat, Ana; Bolognesi, Marianna; Kohl, Katrin – Applied Linguistics, 2021
This article investigates the connection between multilingual experiences and creative metaphoric competence. As multilingualism has been shown to bring cognitive advantages in creative thinking, this article explores whether the ability to interpret creative metaphors differs in participants with less versus more multilingual experience. The…
Descriptors: Language Processing, Multilingualism, Figurative Language, Semantics

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