References
Acquisti, A., Brandimarte, L., & Loewenstein, G. (2015). Privacy and human behavior in the age of information. Science, 347(6221), 509–514. https://doi.org/10.1126/science.aaa1465
Aguirre, E., Mahr, D., Grewal, D., de Ruyter, K., & Wetzels, M. (2015). Unraveling the personalization paradox: The effect of information collection and trust-building strategies on online advertisement effectiveness. Journal of Retailing, 91(1), 34–49. https://doi.org/10.1016/j.jretai.2014.09.005
Abdullah, M. S., Tasnim, K., Karim, M. Z., & Hasan, R. (2025). Improving market competitiveness using the use of artificial intelligence in strategic business decisions. Business & Social Sciences, 3(1), 1–9. https://doi.org/10.25163/business.3110213
Arora, N., Dreze, X., Ghose, A., Hess, J. D., Iyengar, R., Jing, B., ... & Shankar, V. (2008). Putting one-to-one marketing to work: Personalization, customization, and choice. Marketing Letters, 19(3–4), 305–321. https://doi.org/10.1007/s11002-008-9056-z
Batra, R., & Keller, K. L. (2016). Integrating marketing communications: New findings, new lessons, and new ideas. Journal of Marketing, 80(6), 122–145. https://doi.org/10.1509/jm.15.0419
Belch, G. E., & Belch, M. A. (2014). Advertising and promotion: An integrated marketing communications perspective (10th ed.). McGraw-Hill Education.
Bleier, A., & Eisenbeiss, M. (2015). The importance of trust for personalized online advertising. Journal of Retailing, 91(3), 390–409. https://doi.org/10.1016/j.jretai.2015.04.001
Chaffey, D., & Ellis-Chadwick, F. (2016). Digital marketing: Strategy, implementation, and practice (6th ed.). Pearson Education Limited.
Chatterjee, S. (2020). Can AI-powered personalization improve consumer engagement? Journal of Retail and Consumer Services, 56, 102186. https://doi.org/10.1016/j.jretconser.2020.102186
Cheung, C. M., Lee, M. K., & Rabjohn, N. (2008). The impact of electronic word-of-mouth: The adoption of online opinions in online customer communities. Internet Research, 18(3), 229–247. https://doi.org/10.1108/10662240810883290
Criteo. (2019). State of digital advertising report. https://www.criteo.com
De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035
Dholakia, R. R., & Durham, E. (2010). One café chain’s Facebook experiment. Harvard Business Review, 88(3), 26.
Edelman, D. C., & Salsberg, B. (2010). The coming era of ‘on-demand’ marketing. McKinsey Quarterly, 4, 24–35.
Fishkin, R. (2015). The art of SEO: Mastering search engine optimization (3rd ed.). O’Reilly Media.
Gartner. (2021). Marketing data and analytics survey. Gartner.
Goh, K. Y., Heng, C. S., & Lin, Z. (2013). Social media brand community and consumer behavior: Quantifying the relative impact of user-and marketer-generated content. Information Systems Research, 24(1), 88–107. https://doi.org/10.1287/isre.1120.0469
Gomez-Uribe, C. A., & Hunt, N. (2016). The Netflix recommender system: Algorithms, business value, and innovation. ACM Transactions on Management Information Systems (TMIS), 6(4), 1–19. https://doi.org/10.1145/2843948
Grewal, D., Roggeveen, A. L., & Nordfält, J. (2017). The future of retailing. Journal of Retailing, 93(1), 1–6. https://doi.org/10.1016/j.jretai.2016.12.008
Hajli, N. (2014). A study of the impact of social media on consumers. International Journal of Market Research, 56(3), 387–404. https://doi.org/10.2501/IJMR-2014-025
Heinonen, K. (2011). Consumer activity in social media: Managerial approaches to consumers’ social media behavior. Journal of Consumer Behaviour, 10(6), 356–364. https://doi.org/10.1002/cb.376
Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of Interactive Marketing, 28(2), 149–165. https://doi.org/10.1016/j.intmar.2013.12.002
Hudson, S., Roth, M. S., Madden, T. J., & Hudson, R. (2015). The effects of social media on emotions, brand relationship quality, and word of mouth: An empirical study of music festival attendees. Tourism Management, 47, 68–76. https://doi.org/10.1016/j.tourman.2014.09.001
Hutter, K., Hautz, J., Dennhardt, S., & Füller, J. (2013). The impact of user interactions in social media on brand awareness and purchase intention: The case of MINI on Facebook. Journal of Product & Brand Management, 22(5/6), 342–351. https://doi.org/10.1108/JPBM-05-2013-0299
Hasan, R., Abdullah, M. S., Tasnim, K., & Karim, M. Z. (2025). Artificial intelligence in digital marketing: Enhancing personalization and consumer engagement. Business & Social Sciences, 3(1), 1–9. https://doi.org/10.25163/business.3110209
Hossain, M. M., Roy, A., & Nahiduzzaman, M. (2025). Modernizing textile industry operations with artificial intelligence. Applied IT & Engineering, 3(1), 1–8. https://doi.org/10.25163/engineering.3110230
Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of social media. Business Horizons, 53(1), 59–68. https://doi.org/10.1016/j.bushor.2009.09.003
Keller, K. L. (2013). Strategic brand management: Building, measuring, and managing brand equity (4th ed.). Pearson Education.
Kietzmann, J. H., Hermkens, K., McCarthy, I. P., & Silvestre, B. S. (2011). Social media? Get serious! Understanding the functional building blocks of social media. Business Horizons, 54(3), 241–251. https://doi.org/10.1016/j.bushor.2011.01.005
Kotler, P., Kartajaya, H., & Setiawan, I. (2017). Marketing 4.0: Moving from traditional to digital. John Wiley & Sons.
Kozinets, R. V., de Valck, K., Wojnicki, A. C., & Wilner, S. J. (2010). Networked narratives: Understanding word-of-mouth marketing in online communities. Journal of Marketing, 74(2), 71–89. https://doi.org/10.1509/jmkg.74.2.71
Kumar, V., Dixit, A., Javalgi, R., Dass, M., & Pansari, A. (2016). Implementing AI in marketing. Journal of the Academy of Marketing Science, 44(1), 115–135. https://doi.org/10.1007/s11747-015-0451-5
Lilien, G. L., Rangaswamy, A., van Bruggen, G. H., & Wierenga, B. (2013). Bridging the marketing theory–practice gap with marketing engineering. Journal of Business Research, 66(1), 147–156. https://doi.org/10.1016/j.jbusres.2012.07.013
Mangold, W. G., & Faulds, D. J. (2009). Social media: The new hybrid element of the promotion mix. Business Horizons, 52(4), 357–365. https://doi.org/10.1016/j.bushor.2009.03.002
Mimmo, S. S., Roy, A., & Billal, S. A. (2025). Integrating artificial intelligence across the fashion value chain: AI transforming design, production, and consumer experience. Applied IT & Engineering, 3(1), 1–10. https://doi.org/10.25163/engineering.3110210
Martin, K. D., & Murphy, P. E. (2017). The role of data privacy in marketing. Journal of the Academy of Marketing Science, 45(2), 135–155. https://doi.org/10.1007/s11747-016-0495-4
Mikalef, P., Krogstie, J., Pappas, I. O., & Pavlou, P. A. (2020). Investigating the effects of big data analytics capabilities on firm performance. Information & Management, 57(2), 103207. https://doi.org/10.1016/j.im.2019.103207
Muntinga, D. G., Moorman, M., & Smit, E. G. (2011). Introducing COBRAs: Exploring motivations for brand-related social media use. International Journal of Advertising, 30(1), 13–46. https://doi.org/10.2501/IJA-30-1-013-046
Nadarajah, D., & Cham, T. H. (2018). Identifying the effect of social media marketing activities on brand equity. Asian Journal of Business Research, 8(2), 19–36. https://doi.org/10.14707/ajbr.180043
Nielsen. (2016). Global trust in advertising. https://www.nielsen.com
Patel, N. (2015). Content marketing for beginners. https://neilpatel.com
Pulizzi, J. (2012). The rise of storytelling as the new marketing. Publishing Research Quarterly, 28(2), 116–123. https://doi.org/10.1007/s12109-012-9264-5
Rust, R. T., & Huang, M. H. (2014). The service revolution and the transformation of marketing science. Marketing Science, 33(2), 206–221. https://doi.org/10.1287/mksc.2013.0836
Safko, L. (2010). The social media bible: Tactics, tools, and strategies for business success (2nd ed.). Wiley.
Roy, A., & Ahmed, M. J. (2025). Tech-driven fashion: Navigating the opportunities and challenges of digitalization. Applied IT & Engineering, 3(1), 1–10. https://doi.org/10.25163/engineering.10208
Schindler, R. M., & Bickart, B. (2012). Perceived helpfulness of online consumer reviews: The role of message content and style. Journal of Consumer Behaviour, 11(3), 234–243. https://doi.org/10.1002/cb.1372
Schultz, D. E., & Block, M. P. (2015). Beyond brand loyalty: Brand sustainability. Journal of Marketing Communications, 21(5), 340–355. https://doi.org/10.1080/13527266.2013.800451
Smith, P. R., & Zook, Z. (2011). Marketing communications: Integrating offline and online with social media (5th ed.). Kogan Page.
Solomon, M. R. (2018). Consumer behavior: Buying, having, and being (12th ed.). Pearson Education.
Statista. (2020). Digital ad spending worldwide 2020–2024. https://www.statista.com
Tuten, T. L., & Solomon, M. R. (2017). Social media marketing (2nd ed.). Sage Publications.
Tasnim, K., Abdullah, M. S., Karim, M. Z., & Hasan, R. (2025). AI-driven innovation, privacy issues, and gaining consumer trust: The future of digital marketing. Business & Social Sciences, 3(1), 1–7. https://doi.org/10.25163/business.3110212