Innovating Communication Adaptation on Social Media Using AI-Based Decision Support Systems
DOI:
https://doi.org/10.33050/italic.v3i2.795Keywords:
Artificial Intelligence, Decision Support, Startup Pitching, Business Communication, Social Media InteractionAbstract
In the rapidly evolving landscape of social media, effective communication adaptation is crucial for enhancing user interaction and engagement. This study explores the role of AI-based decision support systems in innovating how social media users adapt their communication styles to diverse contexts and audiences. Leveraging intelligent algorithms, the research investigates mechanisms that enable dynamic analysis and personalized recommendations to improve message clarity, relevance, and impact. By integrating data riven insights and machine learning models, the system supports users in crafting adaptive and persuasive communication strategies that resonate with their network. The findings highlight the potential of combining expert systems with advanced computational techniques to facilitate real-time decision making in social interactions online. This approach not only enhances the quality of communication but also fosters more meaningful connections across heterogeneous user groups. The study contributes practical implications for developers and practitioners aiming to design intelligent platforms that empower social media users with innovative tools for communication adaptation, ultimately driving more effective and engaging digital experiences.
References
V. Meilinda, S. A. Anjani, and M. Ridwan, “A platform based business revolution activates indonesia’s digital economy,” Startupreneur Business Digital (SABDA Journal), vol. 2, no. 2, pp. 155–174, 2023.
A. Pera and L. M. Aiello, “Shifting climates: Climate change communication from youtube to tiktok,” arXiv preprint arXiv:2301.00001, 2023. [Online]. Available: https://arxiv.org
A. Rakhmaniar, “The role of body language in building trust in the first interaction (ethnomethodological study on adolescents in bandung city),” WISSEN: Journal of Social Sciences and Humanities, vol. 1, no. 4, pp. 84–99, 2023.
P. Capriotti, C. Carret´on, and I. Zeler, “Exploring interactivity strategies in social media communications of leading universities,” SAGE Journals, 2023. [Online]. Available: https://journals.sagepub.com
U. Rusilowati, U. Narimawati, Y. R. Wijayanti, U. Rahardja, and O. A. Al-Kamari, “Optimizing human resource planning through advanced management information systems: A technological approach,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 1, pp. 72–83, 2024.
H. Ihsaniyati, S. Sarwoprasodjo, P. Muljono, and D. Gandasari, “The use of social media for development communication and social change: A review,” Sustainability, vol. 15, no. 3, p. 2283, 2023. [Online]. Available: https://mdpi.com
M. Lim, “From activist media to algorithmic politics: The internet, social media & civil society in southeast asia,” in Routledge Handbook of Media and Politics in the Global South. Routledge, 2023. [Online]. Available: https://en.wikipedia.org
H. E. Sari, B. Tumanggor, and D. Efron, “Improving educational outcomes through adaptive learning systems using ai,” International Transactions on Artificial Intelligence, vol. 3, no. 1, pp. 21–31, 2024.
Badan Perencanaan Pembangunan Nasional (Bappenas). GOAL 4 – SDGs Indonesia. [Online]. Available: https://sdgs.bappenas.go.id/17-goals/goal-4/
A. Bellow, “Adaptability for social media in 2023,” SAGE Blog, 2023. [Online]. Available: https://sageworld.com
Ministry of Education and Culture. (2025, Jan.) Encouraging the Digital Transformation of Indonesian Education, Directorate General of Primary and Secondary Education Launches Education Hub. Press Release of the Directorate General of Primary and Secondary Education, No: 29/sipers/A6/I/2025. [Online]. Available: https://www.kemdikbud.go.id/main/blog/2025/01/dorong-transformasi-digital-pendidikan-indonesia-kemendikdasmen-luncurkan-rumah-pendidikan
J. P. Marroquin and C. R. Rodriguez, “Quality assessment model based on iso/iec 25010 for e-learning platforms in the cloud and based on laravel,” in 2023 IEEE 15th International Conference on Computational Intelligence and Communication Networks (CICN). IEEE, 2023, pp. 751–757.
M. Lim, “Everything everywhere all at once: Social media, algorithmic/marketing culture, and activism in southeast asia,” Georgetown Journal of International Affairs, vol. 24, no. 2, pp. 181–190, 2023.
D. Jonas, E. Maria, I. R. Widiasari, U. Rahardja, T. Wellem et al., “Design of a tam framework with emotional variables in the acceptance of health-based iot in indonesia,” ADI Journal on Recent Innovation, vol. 5, no. 2, pp. 146–154, 2024.
Y. Segarwati, A. Rakhmaniar, Z. Azka, I. Gunawan, and M. Jamaludin, “Enhancing brand awareness in tiktok: The impact of marketing communication on social media platforms,” Research Horizon, vol. 3, no. 5, pp. 554–565, 2023.
K. Gularso and I. Subekti, “The role of transformative communication in creating a culture of innovation,” Interdisciplinary Social Studies, vol. 2, no. 7, 2023. [Online]. Available: https://iss.internationaljournallabs.com
Q. Aini, E. Sediyono, K. D. Hartomo, D. Manongga, U. Rahardja, I. Sembiring, and N. A. Santoso, “Relationship quality analysis using technology in the business sector,” in 2023 11th International Conference on Cyber and IT Service Management (CITSM). IEEE, 2023, pp. 1–6.
A. Rakhmaniar, “The influence of social media on interpersonal communication skills in adolescents in bandung city,” WISSEN: Journal of Social Sciences and Humanities, vol. 2, no. 1, pp. 239–249, 2024.
E. A. Nabila, S. Santoso, Y. Muhtadi, and B. Tjahjono, “Artificial intelligence robots and revolutionizing society in terms of technology, innovation, work and power,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 3, no. 1, pp. 46–52, 2021.
C. Teadi, “The role of websites as a marketing communication medium for digital startup businesses at brainly,” Interkoneksi: Journal of Computer Science and Digital Business, vol. 1, no. 1, pp. 1–10, 2023.
A. Diniati and M. A. S. Sutarjo, “Personal branding and communication strategy training for young tutors (troopers) armidale english college (aec),” Jp2n: Journal of Development and Community Service of the Archipelago, vol. 1, no. 1, pp. 65–75, 2023.
K. A. A. Manurung, H. Siregar, I. Fahmi, and D. B. Hakim, “Value chain and esg performance as determinants of sustainable lending in commercial bank: A systematic literature review,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 1, pp. 41–55, 2024.
A. Hermawan, R. Hurriyati, and H. Hendrayati, “Implementation of blue ocean strategy in facing business competition: A startup case study of lapangbola.com,” Journal of Business Management, vol. 15, no. 1, pp. 1–12, 2024.
P. A. Sunarya, U. Rahardja, S. C. Chen, Y.-M. Lic, and M. Hardini, “Deciphering digital social dynamics: A comparative study of logistic regression and random forest in predicting e-commerce customer behavior,” Journal of Applied Data Sciences, vol. 5, no. 1, pp. 100–113, 2024.
Department for Science, Innovation and Technology, “A pro-innovation approach to ai regulation,” Lon-don, Mar. 2023, diakses: 2025-06-19. [Online]. Available: https://assets.publishing.service.gov.uk/media/64cb71a547915a00142a91c4/a-pro-innovation-approach-to-ai-regulation-amended-web-ready.pdf
B. Domini, A. S. Dewi, and G. P. Cesna, “The effects of artificial intelligence (ai) on company performance including the value of ai-based business transformation initiatives,” IAIC Trans. Sustain. Digit. Innov, vol. 5, no. 1, pp. 24–38, 2023.
A. Hermawan, “Analysis of start-up business strategy and model to drive start-up business growth in tasikmalaya,” Strategic: Journal of Business Management Education, vol. 21, no. 1, pp. 1–10, 2021.
H. W. Aripradono and S. Tjahyadi, “Integration of digital ethics into the culture of companies implementing work-from-home (wfh) during the pandemic,” Journal of Entrepreneurship, Management and Industry (JEMI), vol. 4, no. 2, pp. 56–64, 2022.
C. Davis, T. Bush, and S. Wood, “Artificial intelligence in education: Enhancing learning experiences through personalized adaptation,” International Journal of Cyber and IT Service Management, vol. 4, no. 1, pp. 26–32, 2024.
I. Handayani, D. Apriani, M. Mulyati, A. R. A. Zahra, and N. A. Yusuf, “Enhancing security and privacy of patient data in healthcare: A smartpls analysis of blockchain technology implementation,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 5, no. 1, pp. 8–17, 2023.
Y. G. Ji, Z. F. Chen, and L. R. Men, “Carving start-up character: Effects of symmetrical communication on start-up corporate character, customer identification, and advocacy,” International Journal of Strategic Communication, vol. 16, no. 1, pp. 1–20, 2022.
F. Kruger, Z. Queen, O. Radelva, and N. Lawrence, “Comparative analysis of scientific approaches in computer science: A quantitative study,” International Transactions on Education Technology (ITEE), vol. 2, no. 2, pp. 120–128, 2024.
A. Sumanri, M. Mansoer, U. A. Matin et al., “Exploring the influence of religious institutions on the implementation of technology for stunting understanding,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 1, pp. 1–12, 2024.
R. G. Munthe, Q. Aini, N. Lutfiani, I. Van Persie, and A. Ramadan, “Transforming scientific publication management in the era of disruption: Smartpls approach in innovation and efficiency analysis,” APTISI Transactions on Management, vol. 8, no. 2, pp. 123–130, 2024.
M. O. Syaidina, R. Fahrudin, and I. A. Mutiara, “Implementation of ethics of using artificial intelligence in the education system in indonesia,” Blockchain Frontier Technology, vol. 4, no. 1, pp. 63–71, 2024.
E. Sana, A. Fitriani, D. Soetarno, M. Yusuf et al., “Analysis of user perceptions on interactive learning platforms based on artificial intelligence,” CORISINTA, vol. 1, no. 1, pp. 26–32, 2024.
D. Hernandez, L. Pasha, D. A. Yusuf, R. Nurfaizi, and D. Julianingsih, “The role of artificial intelligence in sustainable agriculture and waste management: Towards a green future,” International Transactions on Artificial Intelligence, vol. 2, no. 2, pp. 150–157, 2024.
S. Baltasar and T. Marbun, “The role of artificial intelligence in human capital management: A review at pt. pos indonesia,” International Journal of Cyber and IT Service Management, vol. 5, no. 1, pp. 31–44, 2025.
H. W. Aripradono, “Application of digital storytelling communication on instagram social media,” Technical, vol. 9, no. 2, pp. 121–128, 2020.
T. Pujiati, H. Setiyowati, B. Rawat, N. P. L. Santoso, and M. G. Ilham, “Exploring the role of artificial intelligence in enhancing environmental health: Utaut2 analysis,” Sundara Advanced Research on Artificial Intelligence, vol. 1, no. 1, pp. 37–46, 2025.
E. Endri and W. Prasetyo, “Optimizing marketing communication strategies of startup companies in the f&b franchise sector,” Indonesian Journal: Informatics and Communication Management (JIMIK), vol. 6, no. 1, pp. 83–94, 2025, journal STMiki+1.
L. S. Riza, E. Piantari, E. Junaeti, I. S. Permana et al., “Implementation of the gamification concept in the development of a learning management system to improve students’ cognitive in basic programming subjects towards a smart learning environment,” ADI Journal on Recent Innovation, vol. 5, no. 1, pp. 43–53, 2023.
M. A. R. Lubis, F. Falah, D. Harini, Sudarmanto, A. Kharisma, B. Tjahyono, W. Fatriasari, B. Subiyanto, L. Suryanegara, and A. H. Iswanto, “Enhancing the performance of natural rubber latex with polymeric isocyanate as cold-pressing and formaldehyde free adhesive for plywood,” The Journal of Adhesion, vol. 99, no. 1, pp. 58–73, 2023.
J. Huangfu, “Storytelling as a pr tool for a tech startup,” Frontiers in Management Science, vol. 2, no. 2, pp. 79–88, 2023.
R. Tarmizi, N. Septiani, P. A. Sunarya, and Y. P. A. Sanjaya, “Harnessing digital platforms for entrepreneurial success: A study of technopreneurship trends and practices,” Aptisi Transactions on Technopreneurship (ATT), vol. 5, no. 3, pp. 278–290, 2023.
A. Leffia, A. C. Kiboyi, and R. F. Terizla, “Implementation of the use of artificial intelligence in higher education,” Blockchain Frontier Technology, vol. 3, no. 2, pp. 150–153, 2024.
X. Zhao, “The impact of social media on communication and marketing strategies in the digital age,” Communications in Humanities Research, vol. 10, pp. 49–54, 2023. [Online]. Available: https://ewadirect.com
M. H. R. Chakim, S.-C. Chen, C. Nas, R. Supriati, and G. P. Cesna, “Integration of iot and blockchain technologies for enhancing transparency and efficiency in indonesian agriculture,” in 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT). IEEE, 2024, pp. 1–6.
M. N. Aqiel, “Implementation of investor relations division pitching techniques to potential investors: A study at pt. bento group indonesia,” https://eprints.umm.ac.id, 2024.
G. Makmu, “Startup business: Phenomena, problems, and analysis of the perspective of islamic economic law,” Iqtishaduna: Scientific Journal of Students of the Department of Islamic Economic Law, vol. 5, no. 1, pp. 128–141, 2023.
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