[논문]Linguistical approach with Automatic MBTI Identification Model based on Measuring Bioelectricity Patterns

Hyun-Tae Kim; Ye-Jin Jin; Hye-Jin Jeon; Janghwan Kim; R. Young Chul Kim

doi:10.7236/ijasc.2023.12.3.200

Linguistical approach with Automatic MBTI Identification Model based on Measuring Bioelectricity Patterns 원문보기

International journal of advanced smart convergence, v.12 no.3, 2023년, pp.200 - 210

Hyun-Tae Kim (Software Engineering Laboratory, Dept. of Software and Communication Engineering, Hongik University) , Ye-Jin Jin (Software Engineering Laboratory, Dept. of Software and Communication Engineering, Hongik University) , Hye-Jin Jeon (Dept. of Software and Communication Engineering, Hongik University) , Janghwan Kim (Software Engineering Laboratory, Dept. of Software and Communication Engineering, Hongik University) , R. Young Chul Kim (Software Engineering Laboratory, Dept. of Software and Communication Engineering, Hongik University)

Abstract ▼ AI-Helper

Until now, it is popular to use question-and-answer-based for human personality. The current inspection of representative personality types includes Myers-Briggs Type Indicator (MBTI) and job suitability evaluations. The problem of these inspection methods is influenced by the user's environment and psychological status during MBTI inspection. To solve this problem, we proposed MBTI Identification Model based on measuring bioelectricity patterns. We adapt traditional Korean medicine, the Eight Constitution, to this model. We develop an automatic MBTI identification algorithm that maps the Eight Constitution via biological current patterns to identify MBTI personality types. By utilizing the algorithm proposed in this research, it is anticipated that users will be able to measure MBTI more easily and accurately.

주제어

표/그림 (16)

표 TABLE 1. Type of MBTI
표 TABLE 2. Part of the QSCCII Inspection paper
표 Table 3. Activation Chart of Body Organs according to Eight-Constitution
그림 Figure 1. Bio-Current Measurement Points Map by Human Organ
그림 Figure 2. Bio-Current measurement graph
표 TABLE 4. MBTI and Eight -Constitution Keyword Mapping Results Char
그림 Figure 3. The process of the MBTI Identification Model
그림 Figure 4. Normalized Data Schema of Human Database
표 Table 5. The strong and weak arrangement of organs in the Eight Constitution
그림 Figure 5. MBTI to Eight Constitution Mapping Results
그림 Figure 6. Input Function and Result Output Function for Bio-current Measurement APP
그림 Figure 7. Inquiry of member information on the manager's web
그림 Figure 8. Bio-current measurement input function - WEB
그림 Figure 9. Bio-current measurement input function - WEB
그림 Figure 10. Result Graph of Subject
그림 Figure 11. Average Match Rate Graph & Match Rate Distribution Graph

참고문헌 (13)

Y.Jin, H.Kim, H.Jeon, "The Classification Model of Human Characteristics based on Human Bioelectric Patterns",？The Institute of Internet, Broadcasting and Communication, Vol.20, No.1, 2022, pp.62-64.
"Free Personality Test." 16Personalities. March 25 2023, https://www.16personalities.com/.
C.S. Jeong, J.Y. Lee, and K.D. Jung, "Adaptive Recommendation System for Tourism by Personality Type Using？Deep Learning," International Journal of Internet, Broadcasting and Communication, vol. 12, no. 1, pp. 55-60, Feb.？2020. DOI: 10.7236/IJIBC.2020.12.1.55

원문보기 상세보기
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