An Experimental Study on the Effectiveness of Artificial Neural Network-Based Stock Index Prediction

Tsai, Yi-Chi; Zhao, Qiangfu

doi:10.1109/icmlc48188.2019.8949282

Cited by 4 publications

(2 citation statements)

References 13 publications

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“…TensorFlow dikembangkan dan dikelola oleh Tim Kecerdasan Buatan Google Google Brain, sebuah sistem matematika simbolis berdasarkan pemrograman aliran data yang banyak digunakan dalam implementasi pemrograman berbagai algoritme ML. TensorFlow dapat diterapkan dalam prediksi indeks saham (Tsai and Zhao 2019) dan sistem manajemen informasi sentimen publik (Niu and Wu 2019).…”

Section: Metodologi Penelitianunclassified

Impact of Artificial Intelligence Technology on Accounting Profession

Alghafiqi¹,

Munajat²

2022

BAKI

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The development of Artificial Intelligence technology has changed theaccounting profession. This paper provides a comprehensive overviewof the latest developments in Artificial Intelligence, Big Data, MachineLearning used in business practices in the accounting professionworldwide. This paper explores the evolution of the accountingprofession following the latest technological developments and assessesthe impact of its development in the future. Challenges and opportunitiesposed by Artificial Intelligence relating to accounting professionals andthe process of accounting education. This study uses a normativejuridical approach with library studies with secondary data. This paperprovides an overview of how accounting educators and professionalsrespond to these technological developments and provides furtherdiscussion on what accounting professions, institutions and graduatesshould do to face the challenges of change caused by technologicaldevelopments.

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Section: Metodologi Penelitianunclassified

Impact of Artificial Intelligence Technology on Accounting Profession

Alghafiqi¹,

Munajat²

2022

BAKI

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“…TensorFlow was developed and is maintained by Google Artificial Intelligence Team Google Brain, a symbolic mathematical system based on dataflow programming that is widely used in the programming implementation of various ML algorithms. TensorFlow can be applied in stock index prediction [29] and public sentiment information management systems [30].…”

Section: Artificial Intelligence and Supporting Technologiesmentioning

confidence: 99%

The Impact of Artificial Intelligence and Blockchain on the Accounting Profession

et al. 2020

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Recent developments in technology have introduced dramatic changes to the practice of the accounting profession. This paper provides a comprehensive review of current developments in big data, machine learning, artificial intelligence, and blockchain utilized in general business practice and by specialized practitioners in the accounting profession worldwide. This paper explores the evolution of the accounting profession following these recent technological developments and assesses the impact of future developments. Inherent challenges and opportunities posed by these new technologies pertaining to accounting professionals and accounting educators are also examined, including an increased demand for IT professionals with accounting experience as opposed to accounting major graduates. Considering the dramatic changes and developments of AI applications in accounting, this paper reflects how all these technologies and the associated requirements of job candidates will affect the desired capabilities of accounting graduates and provides further discussion regarding what higher institutions and their accounting graduates can do to adopt such changes.

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Thailand Stock Index Forecasting Based on Multiple Data Sources Using RNN-LSTM Approach

Boonrawd

Phonyiam

2022

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)

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An Experimental Study on the Effectiveness of Artificial Neural Network-Based Stock Index Prediction

Cited by 4 publications

References 13 publications

Impact of Artificial Intelligence Technology on Accounting Profession

Impact of Artificial Intelligence Technology on Accounting Profession

The Impact of Artificial Intelligence and Blockchain on the Accounting Profession

Thailand Stock Index Forecasting Based on Multiple Data Sources Using RNN-LSTM Approach

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