A study on the visual effect and user response of infomercials based on neural network analysis

[1] Tellis, G. J., MacInnis, D. J., Tirunillai, S., & Zhang, Y. (2019). What drives virality (sharing) of online digital content? The critical role of information, emotion, and brand prominence. Journal of marketing, 83(4), 1-20. Tellis G. J. MacInnis D. J. Tirunillai S. Zhang Y. ( 2019 ). What drives virality (sharing) of online digital content? The critical role of information, emotion, and brand prominence . Journal of marketing , 83 ( 4 ), 1 - 20 . Search in Google Scholar

[2] Du, R. Y., Netzer, O., Schweidel, D. A., & Mitra, D. (2021). Capturing marketing information to fuel growth. Journal of Marketing, 85(1), 163-183. Du R. Y. Netzer O. Schweidel D. A. Mitra D. ( 2021 ). Capturing marketing information to fuel growth . Journal of Marketing , 85 ( 1 ), 163 - 183 . Search in Google Scholar

[3] Xu, L., Yan, X., & Zhang, Z. (2019). Research on the causes of the “TikTok” app becoming popular and the existing problems. Journal of advanced management science, 7(2). Xu L. Yan X. Zhang Z. ( 2019 ). Research on the causes of the “TikTok” app becoming popular and the existing problems . Journal of advanced management science , 7 ( 2 ). Search in Google Scholar

[4] Martins, J., Costa, C., Oliveira, T., Gonçalves, R., & Branco, F. (2019). How smartphone advertising influences consumers’ purchase intention. Journal of Business Research, 94, 378-387. Martins J. Costa C. Oliveira T. Gonçalves R. Branco F. ( 2019 ). How smartphone advertising influences consumers’ purchase intention . Journal of Business Research , 94 , 378 - 387 . Search in Google Scholar

[5] De Kerpel, L., Van Kerckhove, A., & Tessitore, T. (2024). Can you feel the advertisement tonight? The effect of ASMR cues in video advertising on purchase intention. International Journal of Advertising, 43(4), 716-745. De Kerpel L. Van Kerckhove A. Tessitore T. ( 2024 ). Can you feel the advertisement tonight? The effect of ASMR cues in video advertising on purchase intention . International Journal of Advertising , 43 ( 4 ), 716 - 745 . Search in Google Scholar

[6] Febriyantoro, M. T. (2020). Exploring YouTube Marketing Communication: Brand awareness, brand image and purchase intention in the millennial generation. Cogent Business & Management, 7(1), 1787733. Febriyantoro M. T. ( 2020 ). Exploring YouTube Marketing Communication: Brand awareness, brand image and purchase intention in the millennial generation . Cogent Business & Management , 7 ( 1 ), 1787733 . Search in Google Scholar

[7] Sung, E. C. (2021). The effects of augmented reality mobile app advertising: Viral marketing via shared social experience. Journal of Business Research, 122, 75-87. Sung E. C. ( 2021 ). The effects of augmented reality mobile app advertising: Viral marketing via shared social experience . Journal of Business Research , 122 , 75 - 87 . Search in Google Scholar

[8] Wedel, M., & Pieters, R. (2017). A review of eye-tracking research in marketing. Review of marketing research, 123-147. Wedel M. Pieters R. ( 2017 ). A review of eye-tracking research in marketing . Review of marketing research , 123 - 147 . Search in Google Scholar

[9] Bashirzadeh, Y., Mai, R., & Faure, C. (2022). How rich is too rich? Visual design elements in digital marketing communications. International journal of research in marketing, 39(1), 58-76. Bashirzadeh Y. Mai R. Faure C. ( 2022 ). How rich is too rich? Visual design elements in digital marketing communications . International journal of research in marketing , 39 ( 1 ), 58 - 76 . Search in Google Scholar

[10] Yu, C., Zhang, Z., Lin, C., & Wu, Y. J. (2020). Can data-driven precision marketing promote user AD clicks? Evidence from advertising in WeChat moments. Industrial Marketing Management, 90, 481-492. Yu C. Zhang Z. Lin C. Wu Y. J. ( 2020 ). Can data-driven precision marketing promote user AD clicks? Evidence from advertising in WeChat moments . Industrial Marketing Management , 90 , 481 - 492 . Search in Google Scholar

[11] Muñoz-Leiva, F., Hernández-Méndez, J., & Gómez-Carmona, D. (2019). Measuring advertising effectiveness in Travel 2.0 websites through eye-tracking technology. Physiology & behavior, 200, 83-95. Muñoz-Leiva F. Hernández-Méndez J. Gómez-Carmona D. ( 2019 ). Measuring advertising effectiveness in Travel 2.0 websites through eye-tracking technology . Physiology & behavior , 200 , 83 - 95 . Search in Google Scholar

[12] Sample, K. L., Hagtvedt, H., & Brasel, S. A. (2020). Components of visual perception in marketing contexts: A conceptual framework and review. Journal of the Academy of Marketing Science, 48, 405-421. Sample K. L. Hagtvedt H. Brasel S. A. ( 2020 ). Components of visual perception in marketing contexts: A conceptual framework and review . Journal of the Academy of Marketing Science , 48 , 405 - 421 . Search in Google Scholar

[13] Khachatryan, H., Rihn, A., Behe, B., Hall, C., Campbell, B., Dennis, J., & Yue, C. (2018). Visual attention, buying impulsiveness, and consumer behavior. Marketing Letters, 29, 23-35. Khachatryan H. Rihn A. Behe B. Hall C. Campbell B. Dennis J. Yue C. ( 2018 ). Visual attention, buying impulsiveness, and consumer behavior . Marketing Letters , 29 , 23 - 35 . Search in Google Scholar

[14] Hazari, S., & Sethna, B. N. (2023). A comparison of lifestyle marketing and brand influencer advertising for Generation Z Instagram users. Journal of Promotion Management, 29(4), 491-534. Hazari S. Sethna B. N. ( 2023 ). A comparison of lifestyle marketing and brand influencer advertising for Generation Z Instagram users . Journal of Promotion Management , 29 ( 4 ), 491 - 534 . Search in Google Scholar

[15] Pochun, T., Brennan, L., & Parker, L. (2018). Advertising effects? An elemental experiment. Australasian Marketing Journal, 26(4), 338-349. Pochun T. Brennan L. Parker L. ( 2018 ). Advertising effects? An elemental experiment . Australasian Marketing Journal , 26 ( 4 ), 338 - 349 . Search in Google Scholar

[16] Alamäki, A., Pesonen, J., & Dirin, A. (2019). Triggering effects of mobile video marketing in nature tourism: Media richness perspective. Information Processing & Management, 56(3), 756-770. Alamäki A. Pesonen J. Dirin A. ( 2019 ). Triggering effects of mobile video marketing in nature tourism: Media richness perspective . Information Processing & Management , 56 ( 3 ), 756 - 770 . Search in Google Scholar

[17] Boscolo, J. C., Oliveira, J. H. C., Maheshwari, V., & Giraldi, J. D. M. E. (2021). Gender differences: Visual attention and attitude toward advertisements. Marketing Intelligence & Planning, 39(2), 300-314. Boscolo J. C. Oliveira J. H. C. Maheshwari V. Giraldi J. D. M. E. ( 2021 ). Gender differences: Visual attention and attitude toward advertisements . Marketing Intelligence & Planning , 39 ( 2 ), 300 - 314 . Search in Google Scholar

[18] Jayawardena, N. S., Ross, M., Quach, S., & Grace, D. (2023). An investigation of visual comprehension in memory for 360-degree video advertisements amongst adolescents. Asia Pacific Journal of Marketing and Logistics, 35(7), 1789-1812. Jayawardena N. S. Ross M. Quach S. Grace D. ( 2023 ). An investigation of visual comprehension in memory for 360-degree video advertisements amongst adolescents . Asia Pacific Journal of Marketing and Logistics , 35 ( 7 ), 1789 - 1812 . Search in Google Scholar

[19] Kusumasondjaja, S. (2020). Exploring the role of visual aesthetics and presentation modality in luxury fashion brand communication on Instagram. Journal of Fashion Marketing and Management: An International Journal, 24(1), 15-31. Kusumasondjaja S. ( 2020 ). Exploring the role of visual aesthetics and presentation modality in luxury fashion brand communication on Instagram . Journal of Fashion Marketing and Management: An International Journal , 24 ( 1 ), 15 - 31 . Search in Google Scholar

[20] Kim, T., Barasz, K., & John, L. K. (2019). Why am I seeing this ad? The effect of ad transparency on ad effectiveness. Journal of Consumer Research, 45(5), 906-932. Kim T. Barasz K. John L. K. ( 2019 ). Why am I seeing this ad? The effect of ad transparency on ad effectiveness . Journal of Consumer Research , 45 ( 5 ), 906 - 932 . Search in Google Scholar

[21] Lee, D., Hosanagar, K., & Nair, H. S. (2018). Advertising content and consumer engagement on social media: Evidence from Facebook. Management science, 64(11), 5105-5131. Lee D. Hosanagar K. Nair H. S. ( 2018 ). Advertising content and consumer engagement on social media: Evidence from Facebook . Management science , 64 ( 11 ), 5105 - 5131 . Search in Google Scholar

[22] Mayrhofer, M., Matthes, J., Einwiller, S., & Naderer, B. (2020). User generated content presenting brands on social media increases young adults’ purchase intention. International Journal of Advertising, 39(1), 166-186. Mayrhofer M. Matthes J. Einwiller S. Naderer B. ( 2020 ). User generated content presenting brands on social media increases young adults’ purchase intention . International Journal of Advertising , 39 ( 1 ), 166 - 186 . Search in Google Scholar

[23] Gavilanes, J. M., Flatten, T. C., & Brettel, M. (2018). Content strategies for digital consumer engagement in social networks: Why advertising is an antecedent of engagement. Journal of Advertising, 47(1), 4-23. Gavilanes J. M. Flatten T. C. Brettel M. ( 2018 ). Content strategies for digital consumer engagement in social networks: Why advertising is an antecedent of engagement . Journal of Advertising , 47 ( 1 ), 4 - 23 . Search in Google Scholar

[24] Tran, T. P. (2017). Personalized ads on Facebook: An effective marketing tool for online marketers. Journal of retailing and consumer services, 39, 230-242. Tran T. P. ( 2017 ). Personalized ads on Facebook: An effective marketing tool for online marketers . Journal of retailing and consumer services , 39 , 230 - 242 . Search in Google Scholar