Maximum excess over sub-arrays distance to assess creative thinking

Yeni Anistyasari*, Ekohariadi, I. Gusti Putu Asto Buditjahjanto, Bambang Yulianto, Suprapto, Shintami C. Hidayati

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Torrance Test Creative Thinking (TTCT) figural form was developed to measure creativity based on Guilford's theory. This test measures fluency, flexibility, originality, and elaboration scales. The state-of-the-art assessment involves a human rater to judge respondent responses to creative thinking tests. Such a judging process is time-consuming and subjective preferences. We, therefore, propose a novel assessment of creative thinking to address the issues, partially for elaboration scales. Elaboration scale is the ability to detail and deepen initial ideas which increase their complexity and improves presentation. In image analysis, this scale is determined by estimating the number of objects in an image. The Maximum Excess over Sub Array (MESA) distance predicts image density values by estimating low-level features and sharing the advantages of general regression-based methods, while also maintaining location information. The maximum counting error performs all rectangular subregions as a learning objective function. The result statistically confirmed that the proposed method has no significant difference from human rater judging. In other words, the proposed method is reasonable to judge respondent responses to the creative thinking test.

Original languageEnglish
Title of host publicationProceedings of the Symposium on Advance of Sustainable Engineering 2021, SIMASE 2021
Subtitle of host publicationPost Covid-19 Pandemic: Challenges and Opportunities in Environment, Science, and Engineering Research
EditorsAde Gafar Abdullah, Astri Rinanti Nugroho, Deni Miharja, Erfan Rohadi, Farid Triawan, Muhammad Penta Helios, Sudi Dul Aji
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735444263
DOIs
Publication statusPublished - 27 Apr 2023
EventSymposium on Advance of Sustainable Engineering 2021: Post Covid-19 Pandemic: Challenges and Opportunities in Environment, Science, and Engineering Research, SIMASE 2021 - Bandung, Indonesia
Duration: 18 Aug 202119 Aug 2021

Publication series

NameAIP Conference Proceedings
Volume2646
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

ConferenceSymposium on Advance of Sustainable Engineering 2021: Post Covid-19 Pandemic: Challenges and Opportunities in Environment, Science, and Engineering Research, SIMASE 2021
Country/TerritoryIndonesia
CityBandung
Period18/08/2119/08/21

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