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Predicting Purchasing Behavior on E-Commerce Platforms: A Regression Model Approach for Understanding User Features that Lead to Purchasing
9 references·0 citing·46 second hop
Predicting Purchasing Behavior on E-Commerce Platforms: A Regression Model Approach for Understanding User Features that Lead to Purchasing (2024)Predicting Purchasing Behavior on E-Comme…A novel weight-optimized LSTM for dynamic pricing solutions in e-commerce platforms based on customer buying behaviour (2023)A novel weight-optimized LSTM…On the platform but will they buy? Predicting customers' purchase behavior using deep learning (2021)On the platform but will they…Understanding the Determinants and Specifics of Pre-Commercial Procurement (2020)Understanding the Determinant…Machine learning-based e-commerce platform repurchase customer prediction model (2020)Machine learning-based e-comm…Electronic word-of-mouth and consumer purchase intentions in social e-commerce (2020)Electronic word-of-mouth and …An XGBoost Algorithm for Predicting Purchasing Behaviour on E-Commerce Platforms (2020)An XGBoost Algorithm for Pred…The impact of e-service quality and customer satisfaction on customer behavior in online shopping (2019)The impact of e-service quali…Critical analysis of Big Data challenges and analytical methods (2016)Critical analysis of Big Data…Identifying key factors affecting consumer purchase behavior in an online shopping context (2003)Identifying key factors affec…Developing Buyer-Seller Relationships (1987)Information Systems Success: The Quest for the Dependent Variable (1992)The Commitment-Trust Theory of Relationship Marketing (1994)Literature derived reference models for the adoption of online shopping (2004)The role of etail quality, e-satisfaction and e-trust in online loyalty development process (2009)Consumer attitudes towards online shopping (2015)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Business Intelligence and Analytics: From Big Data to Big Impact (2012)CRITICAL QUESTIONS FOR BIG DATA (2012)Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities (2020)Sustainable development goals and the strategic role of business: A systematic literature review (2020)Towards a circular economy: An emerging economies context (2020)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)On the Evaluation of Structural Equation Models (1988)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)The role of E-service quality in shaping online meeting platforms: a case study from higher education sector (2020)The effects of service quality, perceived value and trust in home delivery service personnel on customer satisfaction: Evidence from a developing country (2021)The impact of online shopping attributes on customer satisfaction and loyalty: Moderating effects of e-commerce experience (2021)AFFECT- AND COGNITION-BASED TRUST AS FOUNDATIONS FOR INTERPERSONAL COOPERATION IN ORGANIZATIONS. (1995)An Integrative Model Of Organizational Trust (1995)Structural equation modeling with AMOS: basic concepts, applications, and programming (2000)Factors affecting continuous purchase intention of fashion products on social E-commerce: SOR model and the mediating effect (2021)Investigating the impact of AI-powered technologies on Instagrammers’ purchase decisions in digitalization era–A study of the fashion and apparel industry (2022)What makes user-generated content more helpful on social media platforms? Insights from creator interactivity perspective (2022)An Integrative Model of Organizational Trust (1995)The Effect of Word of Mouth on Sales: Online Book Reviews (2006)A primer on partial least squares structural equation modeling (PLS-SEM) (2015)DETERMINASI MINAT BELI ULANG KONSUMEN PADA APLIKASI TIKTOK (2023)Investigating the trust entities that influence consumers’ purchase intention in livestream e-commerce from trust transfer perspective: using analysis of SEM and fsQCA (2025)E-retailing ethics and its impact on customer satisfaction and repurchase intention (2016)Augmented Data and XGBoost Improvement for Sales Forecasting in the Large-Scale Retail Sector (2021)An Intelligent Hybrid Scheme for Customer Churn Prediction Integrating Clustering and Classification Algorithms (2022)A IoT-Based Framework for Cross-Border E-Commerce Supply Chain Using Machine Learning and Optimization (2023)Real-time prediction of online shoppers’ purchasing intention using multilayer perceptron and LSTM recurrent neural networks (2018)The individual performance outcome behind e-commerce (2019)A Study on Forecasting the Default Risk of Bond Based on XGboost Algorithm and Over-Sampling Method (2021)An improved deep forest model for prediction of e-commerce consumers’ repurchase behavior (2021)Co-creation experiences: The next practice in value creation (2004)Converting Web Site Visitors into Buyers: How Web Site Investment Increases Consumer Trusting Beliefs and Online Purchase Intentions (2006)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)Forecasting sustainability of healthcare supply chains using deep learning and network data envelopment analysis (2022)Towards risk-aware artificial intelligence and machine learning systems: An overview (2022)How does incorporating ChatGPT within a firm reinforce agility-mediated performance? The moderating role of innovation infusion and firms’ ethical identity (2024)The Effects of Online Shopping Context Cues on Consumers’ Purchase Intention for Cross-Border E-Commerce Sustainability (2019)Will dynamic pricing outperform? Theoretical analysis and empirical evidence from O2O on-demand food service market (2019)WSN-Assisted Consumer Purchasing Power Prediction via Barracuda Swarm Optimization-Driven Deep Learning for E-Commerce Systems (2024)
this work references cited by second hop

References

  • 2016Critical analysis of Big Data challenges and analytical methods2,065 cited
  • 2019The impact of e-service quality and customer satisfaction on customer behavior in online shopping917 cited
  • 2003Identifying key factors affecting consumer purchase behavior in an online shopping context914 cited
  • 2020Electronic word-of-mouth and consumer purchase intentions in social e-commerce274 cited
  • 2021On the platform but will they buy? Predicting customers' purchase behavior using deep learning183 cited
  • 2020Machine learning-based e-commerce platform repurchase customer prediction model70 cited
  • 2020An XGBoost Algorithm for Predicting Purchasing Behaviour on E-Commerce Platforms33 cited
  • 2023A novel weight-optimized LSTM for dynamic pricing solutions in e-commerce platforms based on customer buying behaviour22 cited
  • 2020Understanding the Determinants and Specifics of Pre-Commercial Procurement21 cited

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