12 papers · ranked by Valyu relevance
Andre Kushniruk, Hugh McCall, Siamak Khodarahimi, Suresh Kumar Mukhiya + 2 more
'Suresh Kumar Mukhiya' 'Yngve Lamo' 'Fazle Rabbi'] Background Internet-delivered psychological treatment (IDPT) systems are software applications that offer psychological treatments via the internet. Such IDPT systems have become one of the most commonly practiced and widely researched forms of psychotherapy. Evidence…
Kang-Pyo Lee, Suyong Song
This study develops a pragmatic scheme that facilitates insight development from the collective voice of target users in Twitter, which has not been considered in the existing literature. While relying on a wide range of existing approaches to Twitter user profiling, this study provides a novel and generic procedure…
Rishika Kohli, Shaifu Gupta, Manoj Singh Gaur
User profiling, the practice of collecting user information for personalized recommendations, has become widespread, driving progress in technology. However, this growth poses a threat to user privacy, as devices often collect sensitive data without their owners' awareness. This article aims to consolidate knowledge on…
Nusrat Jahan Prottasha, Md. Kowsher, H. Raman, Israt Jahan Anny + 3 more
Benchmarking Authors: ['Nusrat Jahan Prottasha' 'Md. Kowsher' 'H. Raman' 'Israt Jahan Anny' 'Prakash Bhat' 'Iván Garibay' 'Özlem Özmen Garibay'] User profile modeling plays a key role in personalized systems, as it requires building accurate profiles and updating them with new information. In this paper, we present two…
Imdad Ullah, Najmul Hassan, Tariq Ahamed Ahangar, Zawar Shah + 2 more
[1] School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney NSW 2006, Australia. [2] Higher Colleges of Technology, United Arab Emirates (UAE). [3 Management Information Systems Department, College of Business Administration, Prince Sattam bin Abdulaziz University, Al-Kharj 16278, Saudi…
Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
The integration of artificial intelligence (AI) into daily life, particularly through information retrieval and recommender systems, has necessitated advanced user modeling and profiling techniques to deliver personalized experiences. These techniques aim to construct accurate user representations based on the rich…
Pierfrancesco Bellini, Luciano Alessandro Ipsaro Palesi, Paolo Nesi, Gianni Pantaleo
'Gianni Pantaleo'] Fashion retail has a large and ever-increasing popularity and relevance, allowing customers to buy anytime finding the best offers and providing satisfactory experiences in the shops. Consequently, Customer Relationship Management solutions have been enhanced by means of several technologies to…
Mohammed Kayed, Fatima Azzam, Hussien Ali, Abdelmgied Ali
Profiling social media users is an analytical approach to generate an extensive blueprint of user’s personal characteristics, which can be useful for a diverse range of applications, such as targeted marketing and personalized recommendations. Although social user profiling has gained substantial attention in recent…
Ngoc Luyen Lê, Marie‐Hélène Abel, Philippe Gouspillou
In the digital age, it is crucial to understand and tailor experiences for users interacting with systems and applications. This requires the creation of user contextual profiles that combine user profiles with contextual information. However, there is a lack of research on the integration of contextual information…
Qi Yang, Aleksandr Farseev, Sergey Nikolenko, Andrey Filchenkov
Human personality traits are key drivers behind our decision making, influencing our lives on a daily basis. Inference of personality traits, such as the Myers-Briggs personality type, as well as an understanding of dependencies between personality traits and user behavior on various social media platforms, is of…
Zhenyu Zhao, Yan He, Miao Chen
—Online controlled experimentation is widely adopted for evaluating new features in the rapid development cycle for web products and mobile applications. Measurement on overall experiment sample is a common practice to quantify the overall treatment effect. In order to understand why the treatment effect occurs in a…
Minzhang Zheng, Carlo Piermarocchi, George I. Mias
Longitudinal deep multi-omics profiling, which combines biomolecular, physiological, environmental and clinical measures data, shows great promise for precision health. However, integrating and understanding the complexity of such data remains a big challenge. Here we propose a bottom-up framework starting from…