Enhancing Digital User Experiences through Personalized Interfaces and Predictive Modelling (original) (raw)

Coming of age: celebrating a quarter century of user modeling and personalization: Guest editors’ introduction

Judy Kay

User Modeling and User-Adapted Interaction, 2012

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Myrror: a platform for holistic user modeling

Giovanni Semeraro

User Modeling and User-adapted Interaction, 2020

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Towards a Framework of Personalization Techniques

Kathrin Kirchner

2012

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Envisioning the Future of Personalization Through Personal Informatics

Alessandro Marcengo

International Journal of Mobile Human Computer Interaction

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A New Framework for Increasing User Engagement in Mobile Applications Using Machine Learning Techniques

Gokhan Bilgin

Lecture Notes in Computer Science, 2013

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Optimizing the digital customer journey—Improving user experience by exploiting emotions, personas and situations for individualized user interface adaptations

Christian Märtin

Journal of Consumer Behaviour, 2021

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Augmenting user models with real world experiences to enhance personalization and adaptation

Eelco Herder

Advances in User Modeling, 2012

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Dynamic Scrutable User Modeling utilizing Machine Learning

Dima Saber

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A Framework for Holistic User Modeling Merging Heterogeneous Digital Footprints

Giovanni Semeraro

Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

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User Modeling, Adaptation, and Personalization

Bamshad Mobasher

Lecture Notes in Computer Science, 2014

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Automated user modeling for personalized digital libraries

Belkins Lopez

International Journal of Information Management, 2006

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SUM'20: State-based User Modelling

Sahan Bulla Bulathwela

2020

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Personalization: Learning User Profiles

Giovanni Semeraro

2010

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Adaptive User Modeling for Personalization of Web Contents

Pablo Gervás

2004

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User Modeling and Personalization of Advanced Information Systems

Liana Razmerita

2009

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A Methodology for Discovering how to Adaptively Personalize to Users using Experimental Comparisons. Late breaking results, User Modeling and Personalization

Joseph Jay Williams

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Proceedings of the 23rd International Workshop on Personalization and Recommendation on the Web and Beyond - ABIS '19

Mirjam Augstein

2019

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Predicting user preferences

Ion Juvina

Proceedings of the conference on Dutch directions in HCI -, 2004

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User Experience Design Using Machine Learning: A Systematic Review

abdallah abbas

IEEE Access, 2022

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Personalisation in web computing and informatics: Theories, techniques, applications, and future research

Kecheng Liu

2010

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Machine learning for user modeling

Michael Pazzani, Geoffrey Webb

User Modelling and User-Adapted Interaction, 2001

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Improving User Profiling for a Richer Personalization

V. Eyharabide

Technology Enhanced Support for Learners and Teachers, 2012

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Capturing essential intrinsic user behaviour values for the design of comprehensive web-based personalized environments

Zacharias Lekkas, Nikos Tsianos

Computers in Human Behavior, 2008

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Preface to the special issue on data mining for personalization

Bamshad Mobasher

User Modeling and User-adapted Interaction, 2008

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Personalization Beyond Recommender Systems

Petra Schubert

IFIP International Federation for Information Processing, 2006

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User Profile Modeling and Learning

Ben Bratu, Maria Papadogiorgaki

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Exploiting Reinforcement Learning to Profile Users and Personalize Web Pages

Silvia Mirri

2014 IEEE 38th International Computer Software and Applications Conference Workshops, 2014

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