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Journal : Journal of Computer Engineering: Progress, Application and Technology

Study of Neuromarketing in Consumer Behavior due to Product Logos Color Changes Effect Denta Rahmadani; Hilman Fauzi; Reza Armanda Lubis; Maya Ariyanti
CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 1 No 02 (2022): August 2022
Publisher : Universitas Telkom

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/cepat.v1i02.5245

Abstract

Consumer behavior can be detected by conducting surveys, but this method lacks the depth of analysis to measure consumer behavior. By utilizing technological and scientific advances through the study of neuroscience, especially in neuromarketing, it is hoped to improve the ability to analyze consumer behavior. Neuromarketing has been widely used to measure consumer behavior through several stimuli, including logo colors. Neuromarketing to the human brain's response is done using electroencephalography (EEG) signal analysis. Data collection was carried out on six students aged 19-24 years. Subjects were given a stimulus of five original logo colors and five logo colors recolored with the number of questions in three sessions. Pre-processing uses a butterwort horde four bandpass filter with a theta-band frequency band in the frequency range of 4-8 Hz. Data on color changes using questionnaires and EEG signal data is processed on spatial and spectral domains to view active areas of short-term memory. The result obtained is the effect of the change in logo color on consumer memory and the active location of short-term memory on the logo's color. Using spatial selection, the number of channels was reduced from 16 to 4 channels or by 75%. The selected channels are in the memory and visual areas.
Study of Neuromarketing in Consumer Behavior due to Product Logos Color Changes Effect Rahmadani, Denta; Fauzi, Hilman; Lubis, Reza Armanda; Ariyanti, Maya
CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 1 No 02 (2022): November 2022
Publisher : Universitas Telkom

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/cepat.v1i02.5245

Abstract

Consumer behavior can be detected by conducting surveys, but this method lacks the depth of analysis to measure consumer behavior. By utilizing technological and scientific advances through the study of neuroscience, especially in neuromarketing, it is hoped to improve the ability to analyze consumer behavior. Neuromarketing has been widely used to measure consumer behavior through several stimuli, including logo colors. Neuromarketing to the human brain's response is done using electroencephalography (EEG) signal analysis. Data collection was carried out on six students aged 19-24 years. Subjects were given a stimulus of five original logo colors and five logo colors recolored with the number of questions in three sessions. Pre-processing uses a butterwort horde four bandpass filter with a theta-band frequency band in the frequency range of 4-8 Hz. Data on color changes using questionnaires and EEG signal data is processed on spatial and spectral domains to view active areas of short-term memory. The result obtained is the effect of the change in logo color on consumer memory and the active location of short-term memory on the logo's color. Using spatial selection, the number of channels was reduced from 16 to 4 channels or by 75%. The selected channels are in the memory and visual areas.
Co-Authors Adhi Prasetio Adhi Prasetyo, Adhi Ahmad Darajat Basallama Aina, Rizqi Amri, Gatot Anak Agung Gede Sugianthara Anna Tsamarah Yudiawati Astri Ghina Candiwan Christalia, Windy Davin, Hans Dede Kurniawan Dedi Iskamto Denta Rahmadani Dewi Purwati Dewi, Fianti Krisna Dezila, Raissa Dian Pertiwi Wulandari Dwi Fitrizal Salim Elly Suryani Elwitrisnasafitri, Virghina Dhia Eva Nurazizah Eva Nurhazizah Fadhilla, Muhammad Iqbal Farida, Ajeng Luthiyatul Fauzi, Adryan Fitra Ayu Larasati Gadang Ramantoko Gioliano Putra Goenandar, Billy Hadyningtyas, Ivy Anindhita Hanifah Aprillia, Wahyuning Helni Mutiarsih Jumhur Heppy Millanyani Heris, Faradisya Hilman Fauzi, Hilman Ilham Majid Rabbani Ilma Aliya Sahal Januar, Rifat Kharisma, Mita Lili Adi Wibowo Lira Parahita Agni Putri Lubis, Reza Armanda Mahayasa, I Made Prasetya Wiguna Majid Rabbani, Ilham Mardotillah, Aini Restu Maria Apsari Sugiat Mita Kharisma Muhammad Saiful Arifin Nadia Putri Karenina Nafila, Tasya Navira Wirvani Nia Handayani Nur Lela sari Nurohman, Choirudin Alza Nurul Hafizah Pramono, Indro Pratiwi, Daulika Putri Fariska Sugestie Putri, Amelia Putri, Kartika Aulia Rachman, Mochamad Arif Rachmat Ramadhani, Muh. Rahmadani, Denta Raissa Dezila Ratih Hendayani Refi Rifaldi Windya Giri Reza Armanda Lubis Reza Azkia Rahmi Ricky Agusiady Rifki Hariadi, Maghfira Rinarika, Dewi Riski Taufik Hidayah Rizka Utami, Fany Rizqullah, Rafif Rudy Hermanto, Muchamad Ruli Kuniawati, Novia Safii, Ahmad Saleh, Rusdi Sari, Marisa Puspita Setiana, Gege Arum Siska P Yudowati Soeparwoto Dharmoputra Sri Widiyanesti Sunu Puguh Hayu Triono Taufik Hidayah, Riski Tazkia, Yumna Tiara Salsabila Fasya Trinadisha, Thalia Sabina Tyas Pawitra, Mohammad Veronita, Rika Vyanna Zuleika Wahyudi Wahyuningtyastuti, Indrajati Wibowo, Dimas Kartiko Yunanto, Wahyu Yusza Reditya Murti Zaenal Aripin Zahra Aqilla Putri Chandra Zahra Rahmi Hanifah Zaki Chandra Negara