Unraveling the Landscape of Bitcoin Research Using Machine Learning: A Topic Modelling Approach

SK Inani, G Kabra, G Nagpal… - … Conference on Electrical …, 2023 - ieeexplore.ieee.org
This study provides a comprehensive analysis of the evolving field of Bitcoin research
through the application of bibliometric analysis and structural topic modeling techniques. A …

Mapping the Landscape of Machine Learning Applications in Bitcoin Price Forecasting: A Bibliometric Analysis

SK Inani, H Pradhan, V Pagaria… - … and Smart Electrical …, 2023 - ieeexplore.ieee.org
The growing utilization of machine learning techniques for forecasting has generated
significant interest among individuals involved in Bitcoin investing, trading, and portfolio …

Exploring the Trends of Bitcoin Research in COVID-19 Era: A Bibliometric Study

G Kabra, SK Inani, A Balodi… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Bitcoin has attracted significant attention from academia and industry and has emerged as a
new and rapidly growing research field over the past decade. However, there has been no …

Unravelling the global landscape of Bitcoin research: insights from bibliometric analysis

G Wang, K Hausken - Technology Analysis & Strategic …, 2024 - Taylor & Francis
Bitcoin has been gaining increasing attention in academia and industry. This article
investigates Bitcoin's research status and evolution via bibliometrics using a dataset of 3,873 …

A Bibliometric Analysis of Bitcoin Scientific Production by Most Relevant Keywords

R Bruzgė, A Šapkauskienė - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
A bibliometric analysis of Bitcoin remains of high importance as it helps to cope with
emerging trends. Compared to the existing literature, this paper additionally covers the …

Tracing knowledge diffusion trajectories in scholarly Bitcoin research: co-word and main path analyses

A Rejeb, K Rejeb, K Alnabulsi, S Zailani - Journal of Risk and Financial …, 2023 - mdpi.com
In the burgeoning field of bitcoin research, a cohesive understanding of how knowledge and
insights have evolved over time is lacking. This study aims to address this gap through an …

The Impact of Academic Publications over the Last Decade on Historical Bitcoin Prices Using Generative Models

A Bâra, SV Oprea - Journal of Theoretical and Applied Electronic …, 2024 - mdpi.com
Since 2012, researchers have explored various factors influencing Bitcoin prices. Up until
the end of July 2023, more than 9100 research papers on cryptocurrencies were published …

Research development of Bitcoin: a network and concept linking analysis

C Shen, L Chang, T Su - Library Hi Tech, 2021 - emerald.com
Purpose This study aims to provide researchers a holistic approach for comprehensive
understanding of the Bitcoin-related research by discovering its trends, subjects, relations …

The ascent of bitcoin: Bibliometric analysis of bitcoin research

AF Aysan, HB Demirtaş, M Saraç - Journal of Risk and Financial …, 2021 - mdpi.com
Bitcoin, as the first decentralized cryptocurrency, pioneers the cryptocurrency markets, both
in terms of market capitalization and scientific interest. In this paper, we performed a …

Mapping and Visualization of Bitcoin Future Trends

KK Abdo - Global Islamic Marketing Conference, 2022 - Springer
The goal of this research is to identify the key present and future difficulties identified in the
Bitcoin literature as searched by the Web of Science database, with a focus on papers …