Which UGC features drive web purchase intent? A spike-and-slab Bayesian Variable Selection Approach

Owusu Richard A.; Mutshinda Crispin M.; Antai Imoh; Dadzie Kofi Q.; Winston Evelyn M.

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Which UGC features drive web purchase intent? A spike-and-slab Bayesian Variable Selection Approach

机译：哪些UGC功能会推动网络购买意图？尖峰板坯贝叶斯变量选择方法

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摘要

Purpose - The purpose of this paper is to identify user-generated content (UGC) features that determine web purchase decision making.

机译：目的-本文的目的是确定确定网络购买决策的用户生成内容（UGC）功能。

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来源
《Internet Research: Electronic Networking Applications and Policy 》 |2016年第1期| 共16页
作者
Owusu Richard A.; Mutshinda Crispin M.; Antai Imoh; Dadzie Kofi Q.; Winston Evelyn M.;
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正文语种 eng
中图分类计算机的应用 ;
关键词
User-generated content; Bayesian variable selection; Electronic word-of-mouth; Spike-and-slab Bayesian method; Web purchase decision making; Web purchasing intent;

机译：用户生成的内容;贝叶斯变量选择;电子口碑;钉板贝叶斯方法;网络购买决策;网络购买意图;

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1. Which UGC features drive web purchase intent? A spike-and-slab Bayesian Variable Selection Approach [J] . Owusu Richard A., Mutshinda Crispin M., Antai Imoh, Internet Research: Electronic Networking Applications and Policy . 2016 ,第1期

机译：哪些UGC功能会推动网络购买意图？尖峰板坯贝叶斯变量选择方法
2. Comparison of Some Spike-and-Slab Priors for Bayesian Variable Selection in Multiple Linear Regression [J] . G.M. Oyeyemi, Y.A. Olanrewaju, R.O. Kolawole Pacific Journal of Science and Technology . 2019 ,第1期

机译：多元线性回归中贝叶斯变量选择的一些先验和先验先验比较
3. Generalized Spike-and-Slab Priors for Bayesian Group Feature Selection Using Expectation Propagation [J] . Daniel Hern??ndez-Lobato, Jos?? Miguel Hern??ndez-Lobato, Pierre Dupont Journal of machine learning research . 2013 ,第Mar期

机译：使用期望传播的贝叶斯群特征选择的通用穗状板先验
4. A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors [C] . R. Nayek, K. Worden, E. J. Cross, International Conference on Uncertainty in Structural Dynamics;International Conference on Noise and Vibration Engineering . 2021

机译：使用尖峰板的模型结构选择和动态系统参数估计的稀疏贝叶斯方法
5. A Bayesian network approach to feature selection in mass spectrometry data [D] . Kuschner, Karl Wayne 2009

机译：用于质谱数据特征选择的贝叶斯网络方法
6. Simultaneous parameter estimation and variable selection via the logit-normal continuous analogue of the spike-and-slab prior [O] . W. Thomson, S. Jabbari, A. E. Taylor, 2019

机译：通过尖峰和板坯先验的对数正态连续模拟同时进行参数估计和变量选择
7. Generalized spike-and-slab priors for bayesian group feature selection using expectation propagation [O] . Hernández-Lobato, Daniel, Hernández-Lobato, José Miguel, Dupont, Pierre 2013

机译：使用期望传播的贝叶斯群特征选择的广义尖峰和平板先验

Which UGC features drive web purchase intent? A spike-and-slab Bayesian Variable Selection Approach

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