Ying Wang's scientific contributions

Publications (2)

Article
Full-text available
Personality characteristics represent the behavioral characteristics of a class of people. Social networking sites have a multitude of users, and the text messages generated by them convey a person’s feelings, thoughts, and emotions at a particular time. These social texts indeed record the long-term psychological activities of users, which can be...
Article
Full-text available
In this era of exponential growth in the scale of data, information overload has become an urgent problem, and the use of increasingly flexible sensor cloud systems (SCS) for data collection has become a mainstream trend. Recommendation algorithms can search massive data sets to uncover information that meets the needs of users based on their inter...

Citations

... However, when the algorithm is applied to a large data set, it will lead to overfitting and reduce the accuracy to about 55%. Wang et al. [17] proposed a deep learning framework that combines XLNet with the Personality Classification Capsule Network (XLNet-Caps) from text posts and found that personality could be effectively classified, and the average recall rate could reach 77.1%, but the value of F1 was only 68%. ...
... Generally, user preferences can be roughly divided into long-term and short-term [32]. Long-term preferences often refer to the interests of users. ...