Serendipitous recommendations have emerged as a compelling approach to deliver users with unexpected yet valuable information, contributing to heightened user satisfaction and …
D Mateja, A Heinzl - IEEE Transactions on Artificial Intelligence, 2021 - ieeexplore.ieee.org
Computational creativity composes a collection of activities that are capable of achieving or simulating behaviors, which can be deemed creative. A frequently articulated criticism for …
Serendipity refers to uncontrolled circumstances that lead to unexpected yet fortunate discoveries. The phenomenon has been studied extensively in relation to information …
Our natural tendency to be curious is increasingly important now that we are exposed to vast amounts of information. We often cope with this overload by focusing on the familiar …
N Wang, L Chen - User Modeling and User-Adapted Interaction, 2023 - Springer
Serendipity is one of beyond-accuracy objectives for recommender systems (RSs), which aims to achieve both relevance and unexpectedness of recommendations, so as to …
N Wang, L Chen, Y Yang - Proceedings of the 28th ACM Conference on …, 2020 - dl.acm.org
Serendipity-oriented recommender systems have increasingly been recognized as useful to overcome the" filter bubble" problem of accuracy-oriented recommenders, by recommending …
Z Fu, X Niu - ACM Transactions on Knowledge Discovery from Data, 2023 - dl.acm.org
Today's recommender systems are criticized for recommending items that are too obvious to arouse users' interests. Therefore, the research community has advocated some “beyond …
The term serendipity describes a creative process that develops, in context, with the active participation of a creative agent, but not entirely within that agent's control. While a system …
Z Fu, X Niu, X Wu, R Rahman - ACM Transactions on Recommender …, 2024 - dl.acm.org
Serendipity means unexpected discoveries that are valuable, with positive outcomes ranging from personal benefits to scientific breakthroughs. This study proposes a cross …