Forecasting news sentiment-oriented stock market based on sequential transfer learning approach

QR Code

Forecasting news sentiment-oriented stock market based on sequential transfer learning approach

Forecasting stock movements is a significant and challenging task due to the dynamic and high variability of market attributes. The massively available online text information holds the key to reveal the unexplained variability and facilitate the forecasting accuracy. However, text data is largely u...

Full description

Bibliographic Details
Main Author:	Bea, Khean Thye
Format:	Final Year Project / Dissertation / Thesis
Published:	2023
Subjects:	HB Economic Theory HG Finance HM Sociology T Technology (General)
Online Access:	http://eprints.utar.edu.my/6129/ http://eprints.utar.edu.my/6129/1/MBA_2023_BKT.pdf

Similar Items

The optimal hedge ratio and hedging effectiveness of Malaysia crude palm oil futures: a comparative analysis of static and dynamic models
by: Bea, Khean Thye
Published: (2020)

Malaysia small medium enterprises (SMES) strategic orientation and access to financial technology (fintech) financing moderate by entrepreneur innovativeness
by: Chooi, Wei San
Published: (2023)

Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017
by: Teh, Phoey Lee *, et al.
Published: (2020)

Framing The Crisis: A Comparative Analysis On News Coverage Of Cadbury Porcine Dna Crisis In Malaysiakini And The Star Online
by: Jasminder, Kaur Bhullar
Published: (2021)

Hedging capability of cryptocurrencies toward U.S. stock market returns: Does structural change matter?
by: Gan, Han Xin, et al.
Published: (2023)

Predicting work-family interface from cultural orientations in Malaysia : A longitudinal study
by: Hassan, Zaiton
Published: (2013)

White-collar crime and stock nexus: empirical study from announcement effect
by: Liew, Samuel Wei Siew
Published: (2011)

Workplace enviroment factors influencing transfer of training in Sarawak Energy Berhad
by: Edwina, Mandak
Published: (2011)

Attitude And Behaviour Intention Towards Mobile Marketing: Study Of The Malaysian Mobile Market
by: Yee, Ding Wei
Published: (2009)

Deciphering news sentiment and stock price relationships in Indonesian companies: An AI-based exploration of industry affiliation and news co-occurrence
by: Alamsyah, Andry, et al.
Published: (2025)

The impact of news sentiment on the stock market fluctuation : the case of selected energy sector
by: Ling, Wu, et al.
Published: (2021)

Bat Algorithm for Complex Event Pattern Detection in Sentiment Analysis
by: Kabir Ahmad, Farzana, et al.
Published: (2021)

News Sentiment in the Gold Futures Market
by: Smales, Lee
Published: (2014)

The media portrayal of Arab Spring in newspaper editorials : the case of Pakistani The News International and Saudi Arabian Arab News
by: Afzal, Naeem
Published: (2017)

Case Study Of E-Marketing On Online Social Networking Industry
by: Binti Ahamad, Sazlina
Published: (2011)

The intention to purchase plant-based meat among generation Y in Malaysia
by: Yap, Wai Hoong
Published: (2023)

A Qualitative Inquiry into the Formation of Generational Cohorts: A Case of an Emerging Market
by: Hiram, Ting, et al.
Published: (2015)

Email is evil! Behavioural responses towards permission-based direct email marketing and gender differences
by: Mahmoud, A. B., et al.
Published: (2019)

The Capability Approach: Comparing Amartya Sen and Martha Nussbaum
by: Saigaran, Nithiya Guna, et al.
Published: (2015)

Social Customer Relationship Marketing: A Comparative Content Analysis Of Facebook Posts Between Two Mobile Telecommunication Companies
by: Ting, Zhao Ying
Published: (2018)

Reducing intrinsic cognitive load in percentage change problems: The equation approach
by: Bing, Hiong Ngu, et al.
Published: (2016)

Tourscape: A systematic approach towards a sustainable rural tourism management
by: Lo, May-Chiun, et al.
Published: (2014)

Modelling continuance intention of citizens in government Facebook page: A complementary PLS approach
by: Valaei, Naser *, et al.
Published: (2017)

INTENTION TO INVEST IN GREEN STOCK AMONG MALAYSIAN WORKING ADULTS
by: Low, Chea-Hui, et al.
Published: (2022)

Islamic home financing in Pakistan: a SEM-based approach using modified TPB model
by: Ali, Muhammad, et al.
Published: (2015)

News Mining And Tecnical Analysis For Stock Market Prediction
by: Nikfarjam, Azadeh
Published: (2010)

Effect Of Sentiment On Stock Returns: Evidence From The Gulf Cooperation Council Stock Markets
by: Sharmin, Rashida
Published: (2019)

Unimas seeks research fund
by: The Borneo Post
Published: (2007)

Investment scam victimisation: A study of risk factor among Malaysian youth
by: Tee, Yong Yi, et al.
Published: (2024)

Investigating private university students’ intention towards education loan repayment
by: Lim, Wen Xi, et al.
Published: (2024)

The impacts of social media on investment behaviour in Malaysia
by: Chin, Ji Yan, et al.
Published: (2024)

Does confidence matters in adopting digital banking services? A study on university students' perception
by: Low, Siu Ann, et al.
Published: (2024)

A study on effects of social media influencers on university students purchasing decision
by: Tai, Yuen Zheng
Published: (2023)

The impact of celebrity endorsements in advertisements on Malaysian consumers’ purchasing intention: A parasocial interaction perspective
by: Tan, Sherene Yu Lin
Published: (2023)

Determinant factors that influence financial literacy amongst young Muslims generation
by: Mohd Najib, Azaari
Published: (2022)

The depiction of marketing and marketers in the news media
by: Cluley, Robert
Published: (2016)

A relational study of customer orientation among bank employees
by: Ngui,, Lee Fong
Published: (2010)

Duta Jauhar UMP menang anugerah gangsa
by: Siti Norhidayah, Samsuri
Published: (2016)

Relationship building : Hair beauty salons and their customers
by: Tudin , Rabaah, et al.
Published: (2012)

Suicide and socio-economic indicators : What are the missing links?
by: Tan, Sandra Chia Chia
Published: (2012)