MBTI TYPE PREDICTION USING IMAGES FROM INSTAGRAM
https://doi.org/10.55452/1998-6688-2021-18-3-42-45
Abstract
This article describes image based personality type prediction. With the help of the Instagram API, photos of respondents who previously passed the MBTI test were collected. As a result, 60 percent of accuracy was achieved. This work represents one of the solutions to determine what personality type a person belongs to without passing any tests, but simply uploading an image.
About the Authors
D. Mussayeva
Suleyman Demirel University
Kazakhstan
Kazakhstan
B.S, Student of Master program
040900, Abylai Khan street 1/1, Kaskelen
A. Kuandykova
JSC “Kompra”
Kazakhstan
Kazakhstan
B.S, Data Analyst
010000, Mangilik Yel avenue, С4 /6, Nur-Sultan
A. Talasbek
Suleyman Demirel University
Kazakhstan
Kazakhstan
MSc, Senior Lecturer
040900, Abylai Khan street 1/1, Kaskelen
K. Orynbekova
Suleyman Demirel University
Kazakhstan
Kazakhstan
MSc, Senior Lecturer
040900, Abylai Khan street 1/1, Kaskelen
D. Kariboz
Suleyman Demirel University
Kazakhstan
Kazakhstan
MSc, Senior Lecturer
040900, Abylai Khan street 1/1, Kaskelen
References
1. Myers, Isabel Briggs with Peter B. Myers (1995) [1980]. Gifts Differing: Understanding Personality Type. Mountain View, CA: Davies-Black Publishing. ISBN 978-0-89106-074-1
2. GJ. Boyle, (1989). Re-examination of the major personality-type factors in the Cattell, Comrey, and Eysenck scales: Were the factor solutions by Noller et al. optimal? Personality and Individual Differences, 10, 1289-1299.
3. P.T. Costa, & R.R. McCrae, (1992). NEO Personality Inventory. Psychological Assessment, 4, 5- 13.
4. Paul D. Tieger and Barbara Barron-Tieger. Do What You Are: Discover the Perfect Career for You Through the Secrets of Personality Type
5. Assem Talasbek, Azamat Serek. Personality Classification Experiment by Applying k-Means Clustering. International Journal of Emerging Technologies in Learning (iJET) 15(16):162.
6. Photo of actor. Available at: https://baigenews.kz/news/dueyn_dzhonson_zanyal_trete_mesto_v_mire_po_chislu_podpischikov_v_instagram/ Date of access [17.01.2020]
7. Nigam V. Understanding Neural Networks. From neuron to RNN, CNN, and Deep Learning (2018). Available at: https://towardsdatascience.com/understanding-neural-networks-fromneuron-to-rnn-cnn-and-deep-learning-cd88e90e0a90 Date of [17.02.2020]
8. CNN. Available at: https://towardsai.net/p/machine-learning/beginner-guides-to-convolutionalneural-network-from-scratch-kuzushiji-mnist-75f42c175b21 Date of access [17.01.2020]
Review
For citations:
Mussayeva D., Kuandykova A., Talasbek A., Orynbekova K., Kariboz D. MBTI TYPE PREDICTION USING IMAGES FROM INSTAGRAM. Herald of the Kazakh-British technical university. 2021;18(3):42-45. https://doi.org/10.55452/1998-6688-2021-18-3-42-45
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