arun chandramouli | SUNY: University at Buffalo (original) (raw)
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Papers by arun chandramouli
Journal of artificial intelligence & cloud computing, Dec 31, 2023
This paper explores the development and implementation of a personalization strategy designed to ... more This paper explores the development and implementation of a personalization strategy designed to enhance user experiences on digital platforms. By leveraging user behaviour data and machine learning algorithms, we propose a methodology for creating adaptive user interfaces, predictive actions, and personalized user journeys. The paper presents a real-time example application, complete with data analysis, user segmentation, feature engineering, predictive modelling, and a comprehensive A/B testing framework. We aim to demonstrate how personalization can significantly improve user engagement, satisfaction, and platform efficacy.
Journal of artificial intelligence & cloud computing, Dec 31, 2023
This paper explores the development and implementation of a personalization strategy designed to ... more This paper explores the development and implementation of a personalization strategy designed to enhance user experiences on digital platforms. By leveraging user behaviour data and machine learning algorithms, we propose a methodology for creating adaptive user interfaces, predictive actions, and personalized user journeys. The paper presents a real-time example application, complete with data analysis, user segmentation, feature engineering, predictive modelling, and a comprehensive A/B testing framework. We aim to demonstrate how personalization can significantly improve user engagement, satisfaction, and platform efficacy.