Research on a Health Care Personnel Training Model Based on Multilayered Knowledge Mapping for the Integration of Nursing Courses and Examinations

Abstract

While nursing courses provide a convenient and quick way to learn, they can also be overloaded with resources that can cause learners to become cognitively disoriented or have difficulty choosing nursing course. This paper proposes to fully explore learners’ interests in the case of sparse data by fusing knowledge graph technology and deep recommendation models and adopt knowledge graph to model nursing courses at the semantic level so as to correspond the set of nursing courses to the knowledge graph and solve the problem of lack of logical knowledge relationships. Due to the specificity of its positions, the nursing profession must accurately position the nursing professional curriculum standards in the process of determining the talent cultivation model based on the nursing professional positions and the admission requirements for nursing practice qualification. Through linear feature mining based on the knowledge graph, entities and relationships are used to intuitively display the interest paths of nursing professional learners and enhance the interpretability of recommendations.

Research on the Development of Enterprise Human Resources Management Considering Multi Skilled Talent Strategy in the Era of Big Data

“…With talent cultivation as the core, this core goal is clarified through a comprehensive analysis of human resource management in daily work during the operation of the enterprise. Strictly control the selection and recruitment of talents, carry out fair competition recruitment activities to select outstanding personnel among numerous talents [3], integrate talent recruitment and training plans, analyze the current situation of enterprise operation, and timely update management theory and system [4].…”

Opening Knowledge Graph Model Building of Artificial Intelligence Curriculum

“…In another study, Alshalabi et al [12] proposed an adaptive learning path algorithm by analyzing the structure of domain-specific knowledge to improve the academic performance of students. Moreover, Lv et al [13] solved the lack of logic knowledge relations on the semantic level using the nursing KG of the curriculum model. Chen et al [14] proposed the knowledge mapping system in the education field to extract the relationship between teaching concepts and implicit education from heterogeneous data sources.…”

Retracted: Research on a Health Care Personnel Training Model Based on Multilayered Knowledge Mapping for the Integration of Nursing Courses and Examinations

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [ 1 ]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process: Discrepancies in scope Discrepancies in the description of the research reported Discrepancies between the availability of data and the research described Inappropriate citations Incoherent, meaningless and/or irrelevant content included in the article Peer-review manipulation …”

“…Tis article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”