Evidence map›Paper›PMID 35502350›Full record

ArticleComputational intelligence and neuroscience2022

Exploring the Employment Quality Evaluation Model of Application-Oriented University Graduates by Deep Learning.

Yiran He, Wanhong Zhang, Weiming Xu, Xinru Sui

RetractedOpen access · hybridAbstract readRetracted Publication
In one paragraph

Article in Computational intelligence and neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.0field-weighted citation impact, top 21% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 7 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 1 country.

Yiran HeSchool of Public Policy & Management, School of Emergency Management, China University of Mining and Technology, Xuzhou 221000, China.ORCID https://orcid.org/0000-0001-9608-7689
Wanhong ZhangSchool of Public Policy & Management, School of Emergency Management, China University of Mining and Technology, Xuzhou 221000, China.
Weiming XuLudong University, Yantai, Shandong 264000, China.
Xinru SuiYantai Natural Museum, Yantai, Shandong 264000, China.
China University of Mining and Technology · CNLudong University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In view of the employment difficulties of college graduates, this paper analyzes the overflow of graduates in a particular period caused by the expansion of enrollment in various colleges and universities and the social phenomenon of social positions in short supply. First, the employment status of application-oriented college students and the deficiencies of employment guidance courses are summarized. Then, deep learning technology is combined with the relevant employment concept to construct an employment training model to guide college students in employment. Besides, a questionnaire on learning effect and employment quality is designed from four perspectives: learning motivation, concentration, teaching process, and final results. The information collected through the questionnaire demonstrates that the employment quality and learning effect of male and female students are not significantly affected by gender differences. In addition, the

Indexed as

Deep LearningCareer ChoiceEmploymentFemaleHumansMaleStudentsUniversities

Identifiers

PMID35502350
PMCPMC9056245
OpenAlexW4224325631

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.