SUM'20: State-based User Modelling (original) (raw)

Report on the WSDM 2020 workshop on state-based user modelling (SUM'20)

Davor Orlic

ACM SIGIR Forum, 2020

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Towards learning user-adaptive state models in a conversational recommender system

Francesco Ricci

2007

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Introduction to the special issue on statistical and probabilistic methods for user modeling

David Albrecht

User Modeling and User-Adapted Interaction, 2007

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Predictive statistical models for user modeling

David Albrecht

User Modeling and User-Adapted Interaction, 2001

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Integrating user modeling approaches into a framework for recommender agents

Daniela Godoy

Internet Research, 2010

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Leveraging Context-Aware Recommender Systems for Improving Personal Knowledge Assistants by Introducing Contextual States

Andreas Dengel

2021

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Myrror: a platform for holistic user modeling

Giovanni Semeraro

User Modeling and User-adapted Interaction, 2020

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User modelling for adaptive computer systems: a survey of recent developments

Michael McTear

Artificial Intelligence Review, 1993

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A System for Context-Dependent User Modeling

Ripper San Martín

2006

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SIGIR 2009 workshop on understanding the user

Ralf Bierig

ACM SIGIR Forum, 2009

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Smart user models: Modelling the humans in ambient recommender systems

Cecilio Angulo

Proceedings of the …, 2005

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User Modeling, Adaptation, and Personalization

Bamshad Mobasher

Lecture Notes in Computer Science, 2014

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User Modeling for a Personal Assistant

Vineet Gupta

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining - WSDM '15, 2015

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Enhancing Digital User Experiences through Personalized Interfaces and Predictive Modelling

arun chandramouli

Journal of artificial intelligence & cloud computing, 2023

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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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Preface to UMUAI Special Issue on Machine Learning for User Modeling

Geoffrey Webb

User Modeling and User-adapted Interaction - UMUAI, 1998

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Task-Oriented Web User Modeling for Recommendation

Bamshad Mobasher

Lecture Notes in Computer Science, 2005

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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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User modeling: Recent work, prospects and hazards

Alfred Kobsa

1993

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iv Non-Invasive User Modelling to Support

Ann Marie Sexton

2010

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Evaluation methods for learning about users

Ann Nicholson

1999

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User Profile Modeling and Learning

Ben Bratu

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Machine learning for user modeling

Michael Pazzani, Geoffrey Webb

User Modelling and User-Adapted Interaction, 2001

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Dynamic Scrutable User Modeling utilizing Machine Learning

Dima Saber

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Towards user psychological profile

Nathalie Blanc

2008

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