77 citations · 106 across the 6 of their papers we have counts for
6 papers
Accurate Assessment via Process Data
Susu Zhang, Zhi Wang, Jitong Qi +2
Accurate assessment of students' ability is the key task of a test. Assessments based on final responses are the standard. As the infrastructure advances, substantially more inform…
Subtask Analysis of Process Data Through a Predictive Model
Zhi Wang, Xueying Tang, Jingchen Liu +1
Response process data collected from human-computer interactive items contain rich information about respondents' behavioral patterns and cognitive processes. Their irregular forma…
Statistical Analysis of Multi-Relational Network Recovery
Zhi Wang, Xueying Tang, Jingchen Liu
In this paper, we develop asymptotic theories for a class of latent variable models for large-scale multi-relational networks. In particular, we establish consistency results and a…
ProcData: An R Package for Process Data Analysis
Xueying Tang, Susu Zhang, Zhi Wang +2
Process data refer to data recorded in the log files of computer-based items. These data, represented as timestamped action sequences, keep track of respondents' response processes…
An Exploratory Analysis of the Latent Structure of Process Data via Action Sequence Autoencoder
Xueying Tang, Zhi Wang, Jingchen Liu +1
Computer simulations have become a popular tool of assessing complex skills such as problem-solving skills. Log files of computer-based items record the entire human-computer inter…
Latent Feature Extraction for Process Data via Multidimensional Scaling
Xueying Tang, Zhi Wang, Qiwei He +2
Computer-based interactive items have become prevalent in recent educational assessments. In such items, the entire human-computer interactive process is recorded in a log file and…