From Unstructured Data to Insights: Understanding the Role of ChatGPT in the Rising Trend of AI Chatbots in Web Publications
DOI:
https://doi.org/https://doi.org/10.37075/YB.2023.1.02Keywords:
Chat GPT, AI, Chatbots, Unstructured data, Web publications, Trend analysisAbstract
In this research, we delve into the expanding presence of AI chatbots in online media. Leveraging data mining and natural language processing, we dissected unstructured data from web publications to track the trajectory of chatbot popularity, focusing on OpenAI’s ChatGPT. Our findings reveal a pronounced uptrend in AI chatbot integration and user interaction, with ChatGPT emerging as a pivotal figure. This uptick indicates a broader acceptance and integration of AI in digital interactions. The study underscores the pivotal role of ChatGPT in shaping user experience and offers foresight into future AI chatbot applications in the digital media realm.References
I Belev - Годишник на УНСС, 2018 (2018). Software business process management approaches for digital transformation. Godishnik na UNSS. URL: https://www.ceeol.com/search/article-detail?id=729103
T Brown, B Mann, N Ryder… - Advances in neural …, 2020 (2020). Language models are few-shot learners. Advances in neural information processing systems (Ed. NA). URL: https://proceedings.neurips.cc/paper_files/paper/2020/hash/1457c0d6bfcb4967418bfb8ac142f64a-Abstract.html?utm_source=transaction&utm_medium=email&utm_campaign=linkedin_newsletter
Alon and Peter and Fernando and Halevy and Norvig and Pereira and first and additional and additional (2009). The Unreasonable Effectiveness of Data. IEEE Intelligent Systems, 24(2), 8-12. DOI: https://doi.org/10.1109/mis.2009.36
D Kabakchieva, K Stefanova - Economic Alternatives, 2015 (2015). Big data approach and dimensions for educational industry. Economic Alternatives, 47-59. URL: https://ips.unwe.bg/Uploads/Alternatives/5-Stefanova-Kabakchieva.pdf
A Radford, J Wu, R Child, D Luan… - OpenAI …, 2019 (2019). Language models are unsupervised multitask learners. OpenAI Blog, 1(8), 9. URL: https://storage.prod.researchhub.com/uploads/papers/2020/06/01/language-models.pdf
DRJGJ Rydning, J Reinsel… - Framingham …, 2018 (2018). The digitization of the world from edge to core. URL: https://opis-cdn.tinkoffjournal.ru/mercury/idc-seagate-dataage-whitepaper.pdf
A Vaswani, N Shazeer, N Parmar… - Advances in neural …, 2017 (2017). Attention is all you need. Advances in neural information processing systems (Ed. NA). URL: https://proceedings.neurips.cc/paper/2017/hash/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html
Authors:Oriol Vinyals, Quoc Le (2015). [1506.05869] A Neural Conversational Model. DOI: https://arxiv.org/abs/1506.05869
Weston, J. and Bordes, A. and Yakhnenko, O. and Usunier, N. (2015). [1502.05698] Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks. DOI: https://arxiv.org/abs/1502.05698
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Copyright (c) 2023 Plamen Milev, Yavor Tabov (Author)

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