SCMI journal is an international peer-reviewed open-access journal devoted to soft computing, machine intelligence, and engineering research, published bi-annually online.
Soft Computing and Machine Intelligence Journal provide an international forum to report the latest developments in soft computing, machine intelligence, and engineering research.
Dr. Yung-Cheol Byun
Department of Computer Engineering, Jeju National University, Jeju-si , South Korea
Author(s): Zohaib Hassan (a)*, Naeem Iqbal (a) and Abnash Zaman (b)
(a) FSRA&IT Solutions Providing Organization Peshawar, Pakistan
(b) Faculty of Bioinformatics Shaheed Benazeer Bhutto Women University Peshawar, Pakistan
* Corresponding author ✉: Dev.email@example.com
Zeinab Shahbazi (a) and Yung-cheol Byun(a)*
(a) Department of Computer Engineering, Jeju National University, Jeju 63243, Korea
* Corresponding author ✉: firstname.lastname@example.org
Abstract: Social media platforms act as a significant role in human life in recent decades. Marketing scholars show interest in the field of big data based on user-generated content from social media platforms. However, maximum user-generated content is conducted in terms of business-to-consumer (B2C) context to improve the knowledge differences in business to business (B2B) area. The dataset used in the proposed system collects from the Twitter platform. The extracted information is related to eight years of stock data related to 407 companies. Similarly, machine learning techniques are applied to predict data performance. The result of machine learning is converted to the monthly panel dataset. Based on the analysis results, user-generated contents have a considerable impact on companies, showing the differences between B2B and B2C firms. The generated results show that B2C performance is higher and more reliable than B2B. In this process, the consumer's positive response does not affect the stock data performance.
Author(s): Imran(a)*, Umar Zaman (b), Muhammad Waqar(a) and Atif Zaman (a).
(a)Department of Computer Science, Bahria University Islamabad, Pakistan
(b)Department of Computer Science, Iqra University Islamabad, Pakistan
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