Effect of Regret Aversion and Information Cascade on Investment Decisions in the Real Estate Sector: The Mediating Role of Risk Perception and the Moderating Effect of Financial Literacy [PDF]
Frontiers in Psychology, 2021 The real estate sector plays a significant role in the economy of any country. However, many investors make irrational investments in the real estate market. Therefore, the purpose of this study is to assess the effects of regret aversion and information
Kaixin Wangzhou +4 more
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IEEE AccessUser-generated content on self-media platforms significantly influences the market. In the era of Web 2.0, consumers make purchasing decisions based on electronic word-of-mouth (eWOM) from these platforms. This research illustrates how sentiment value of
Hong Tuo
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Popularity Prediction of Online Contents via Cascade Graph and Temporal Information
Axioms, 2021 Predicting the popularity of online content is an important task for content recommendation, social influence prediction and so on. Recent deep learning models generally utilize graph neural networks to model the complex relationship between information ...
Yingdan Shang +6 more
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Structural-topic aware deep neural networks for information cascade prediction [PDF]
PeerJ Computer ScienceIt is critical to accurately predict the future popularity of information cascades for many related applications, such as online opinion warning or academic influence evaluation. Despite many efforts devoted to developing effective prediction approaches,
Bangzhu Zhou, Xiaodong Feng, Hemin Feng
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New Journal of PhysicsCascade prediction aims to estimate the popularity of information diffusion in complex networks, which is beneficial to many applications from identifying viral marketing to fake news propagation in social media, estimating the scientific impact ...
Dingguo Yu +5 more
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Fusing temporal and structural information via subgraph sampling and multi-head attention for information cascade prediction [PDF]
Scientific ReportsThe rapid expansion of online social networks has led to explosive growth of information cascades, necessitating effective prediction methods for both research and industry.
Jie Wang +4 more
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A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances [PDF]
ACM Computing Surveys, 2021 The deluge of digital information in our daily life—from user-generated content, such as microblogs and scientific papers, to online business, such as viral marketing and advertising—offers unprecedented opportunities to explore and exploit the ...
Fan Zhou +3 more
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Improving Information Cascade Modeling by Social Topology and Dual Role User Dependency [PDF]
International Conference on Database Systems for Advanced Applications, 2022 . In the last decade, information diffusion (also known as information cascade) on social networks has been massively investigated due to its application values in many fields.
Baichuan Liu +3 more
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Why Do Birds False Alarm Flight?
Birds, 2021 False alarm flighting in avian flocks is common, and has been explained as a maladaptive information cascade. If false alarm flighting is maladaptive per se, then its frequency can only be explained by it being net adaptive in relation to some other ...
Meredith Root-Bernstein
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Figuring Digital Cascades: Issue Framing in Digital Media Ecosystems
Journal of Digital Social Research, 2021 On November 17, 2015, the newly elected Canadian government led by Justin Trudeau made an announcement that became a turning point in the heated debate around the plan to build the Memorial to the Victims of Communism in Ottawa.
Nathalie Casemajor, Sylvain Rocheleau
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