Point-of-interest recommendation based on LBSN with multi-aspect fusion of social and individual features

Y Zhang, Y Liu - Neural Computing and Applications, 2024 - Springer
Abstract Point-of-interest (POI) recommendation is of paramount importance to user travel
efficiency since users always expect their intended POIs can be recommended within a …

Novel Feature-Based Difficulty Prediction Method for Mathematics Items Using XGBoost-Based SHAP Model

X Yi, J Sun, X Wu - Mathematics, 2024 - mdpi.com
The level of difficulty of mathematical test items is a critical aspect for evaluating test quality
and educational outcomes. Accurately predicting item difficulty during test creation is thus …

DGMLP: Deformable gating mlp sharing for multi-task learning

Y Xu, L Zhang - CAAI International Conference on Artificial Intelligence, 2022 - Springer
With the development of deep learning, many dense prediction tasks have been significantly
improved. In this work, we introduce a DGMLP model that jointly learns multiple dense …

A Tourist Attraction Recommendation Model Combining User Interest Modeling and Heuristic Journey Planning Algorithm

H Chen - Informatica, 2024 - informatica.si
As the boost of science and technology, smart tourism is a new trend in the tourism industry.
The use of tourist attraction recommendation models can provide tourists with a more …

UI Design and Optimization Method for Museum Display Based on User Behavior Recommendation

L Zhang, Y Gao - Wireless Communications and Mobile …, 2022 - Wiley Online Library
In view of the lack of rich display methods in the display design of museums, it is impossible
to enhance the interest of visitors. This paper proposes a museum object recommendation …