A Deep-Learning-Inspired Person-Job Matching Model Based on Sentence Vectors and Subject-Term Graphs

• Published in: Complexity (New York, N.Y.) Vol. 2021; no. 1
• Main Authors: Wang, Xiaowei, Jiang, Zhenhong, Peng, Lingxi
• Format: Journal Article
• Language: English
• Published: Hoboken Hindawi 2021; John Wiley & Sons, Inc; Wiley
• Subjects: Coders; Cognition & reasoning; Deep learning; Dictionaries; Knowledge representation; Machine learning; Methods; Model matching; Neural networks; Recommender systems; Recruitment; Researchers; Semantics; China

In this study, an end-to-end person-to-job post data matching model is constructed, and the experiments for matching people with the actual recruitment data are conducted. First, the representation of the constructed knowledge in the low-dimensional space is described. Then, it is explained in the B...