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Article ; Online: Application of Data Mining Technology in Enterprise Digital Human Resource Management

Da Zhou

Security and Communication Networks, Vol

2022 Volume 2022

Abstract: The purpose of this paper is to explore the practical application of big data comprehensive mining and analysis technology in the overall human resource management work of the entire enterprise under the gradual increase in the amount of enterprise data, ...

Abstract	The purpose of this paper is to explore the practical application of big data comprehensive mining and analysis technology in the overall human resource management work of the entire enterprise under the gradual increase in the amount of enterprise data, so as to effectively improve the overall core strategic competitiveness of the entire enterprise and improve the overall human resource management level of the entire enterprise. This article adopts the risk management theory of quantifying the characteristics of business management data, analyzes various management models in modern human resource information system management, and analyzes the entire process of modern enterprise daily operation and various types of human resource system risk management and business data. Combined with quantitative management theory, it introduces the basic concepts of business data feature mining system theory and its most common six data analysis and calculation methods. The module design examples are organically combined, and the traditional data mining analysis theory and its application are extended to the enterprise human resource project management information system. Finally, the experimental results show that the use of big data mining and analysis technology can solve the problems of human resource quality management in small- and medium-sized enterprises. The independent quantitative data mining analysis model has achieved 25% improvement in the application effect of the analysis of the types of human resources in management enterprises, the prevention of internal talent loss in management enterprises, and the performance evaluation management system of enterprises.
Keywords	Technology (General) ; T1-995 ; Science (General) ; Q1-390
Subject code	650
Language	English
Publishing date	2022-01-01T00:00:00Z
Publisher	Hindawi-Wiley
Document type	Article ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article ; Online: Nonreciprocal Goos-Hänchen shift in a Dirac semimetal based asymmetric photonic crystal structure.

Hu, Pengya / Zhou, Jun / Song, Qi / Da, Haixia

Applied optics

2024 Volume 63, Issue 2, Page(s) 459–466

Abstract: The generation and control of the Goos-Hänchen (GH) shift is a vital step toward its realistic applications, but investigations have mainly been limited to the directional-dependent ones; i.e., the GH shift is reciprocal for two opposite propagating ... ...

Abstract	The generation and control of the Goos-Hänchen (GH) shift is a vital step toward its realistic applications, but investigations have mainly been limited to the directional-dependent ones; i.e., the GH shift is reciprocal for two opposite propagating directions. Here, by designing the asymmetrical multilayered structure with three-dimensional bulky Dirac semimetal (BDS) films, we theoretically confirm the footprint of the pronounced directional-dependent GH shift, and that it can be switched by the Fermi energy of the BDS. In addition to this electric field induced switching, the period numbers of the unit cells in the asymmetrical structure can also modulate the directional-dependent GH shift. The asymmetrical feature of the multilayered structure dominantly causes the emergence of the directional-dependent GH shift. Our discovery related to the directional-dependent GH shift constitutes an important ingredient for directional-dependent optophotonic devices such as directional sensors, optical switches, and detectors.
Language	English
Publishing date	2024-01-16
Publishing country	United States
Document type	Journal Article
ISSN	1539-4522
ISSN (online)	1539-4522
DOI	10.1364/AO.506487
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: UHPLC/MS-based metabolomics of asthmatic mice reveals metabolic changes in group 2 innate lymphoid cells.

Tang, Min / Da, Xianzong / Xu, Zhiwei / Zhao, Xiaoman / Zhou, Haoquan

International immunopharmacology

2024 Volume 130, Page(s) 111775

Abstract: Helper Th2-type immune responses are essential in allergic airway diseases, including asthma and allergic rhinitis. Recent studies have indicated that group 2 innate lymphoid cells (ILC2s) play a crucial role in the occurrence and development of asthma. ... ...

Abstract	Helper Th2-type immune responses are essential in allergic airway diseases, including asthma and allergic rhinitis. Recent studies have indicated that group 2 innate lymphoid cells (ILC2s) play a crucial role in the occurrence and development of asthma. However, the metabolic profile of ILC2s and their regulatory mechanisms in asthma remain unclear. Therefore, we established two asthma mouse models: an ovalbumin (OVA)-induced asthma model and an IL-33-induced asthma model. We then used ultra-high-performance liquid chromatography/mass spectrometry (UHPLC/MS) to conduct high-throughput untargeted metabolic analysis of ILC2s in the lung tissues of the asthma models. The identified metabolites primarily consisted of lipids, lipid-like molecules, benzene, organic acids, derivatives, and organic oxidation compounds. Specifically, 34 differentially accumulated metabolites influenced the metabolic profiles of the control and OVA-induced asthma model groups. Moreover, the accumulation of 39 metabolites significantly differed between the Interleukin 33 (IL-33) and control groups. These differentially accumulated metabolites were mainly involved in pathways such as sphingolipid, oxidative phosphorylation, and fatty acid metabolism. This metabolomic study revealed, for the first time, the key metabolites and metabolic pathways of ILC2s, revealing new aspects of cellular metabolism in the context of airway inflammation. These findings not only contribute to unraveling the pathogenesis of asthma but also provide a crucial theoretical foundation for the future development of therapeutic strategies targeting ILC2s.
MeSH term(s)	Animals ; Mice ; Immunity, Innate ; Interleukin-33 ; Chromatography, High Pressure Liquid ; Lymphocytes ; Asthma ; Hypersensitivity ; Cytokines/metabolism
Chemical Substances	Interleukin-33 ; Cytokines
Language	English
Publishing date	2024-03-01
Publishing country	Netherlands
Document type	Journal Article
ZDB-ID	2043785-7
ISSN	1878-1705 ; 1567-5769
ISSN (online)	1878-1705
ISSN	1567-5769
DOI	10.1016/j.intimp.2024.111775
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Article ; Online: [Retracted] Interaction of YAP1 and mTOR promotes bladder cancer progression.

Xu, Mingxi / Gu, Meng / Zhou, Juan / Da, Jun / Wang, Zhong

International journal of oncology

2024 Volume 64, Issue 5

Abstract: Following the publication of the above article, a concerned reader drew to the Editor's attention that certain of the immunohistochemical data shown in Fig. 1C on p. 236, and immunofluorescence data featured in Figs. 2G and 5G on p. 237 and 239 ... ...

Abstract	Following the publication of the above article, a concerned reader drew to the Editor's attention that certain of the immunohistochemical data shown in Fig. 1C on p. 236, and immunofluorescence data featured in Figs. 2G and 5G on p. 237 and 239 respectively, were strikingly similar to data that had appeared in other articles written by different authors at different research institutes which had already been published. In view of the fact that certain of the data in the above article had already been published at the time of the paper's submission, the Editor of
Language	English
Publishing date	2024-03-22
Publishing country	Greece
Document type	Retraction of Publication
ZDB-ID	1154403-x
ISSN	1791-2423 ; 1019-6439
ISSN (online)	1791-2423
ISSN	1019-6439
DOI	10.3892/ijo.2024.5638
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Article ; Online: A photo-degradable BODIPY-modified Ru(II) photosensitizer for safe and efficient PDT under both normoxic and hypoxic conditions.

Peng, Yatong / Da, Xuwen / Zhou, Wanpeng / Xu, Yunli / Liu, Xiulian / Wang, Xuesong / Zhou, Qianxiong

Dalton transactions (Cambridge, England : 2003)

2024 Volume 53, Issue 8, Page(s) 3579–3588

Abstract: Photodynamic therapy (PDT) is promising for cancer treatment but still suffers from some limitations. For instance, PDT based ... ...

Abstract	Photodynamic therapy (PDT) is promising for cancer treatment but still suffers from some limitations. For instance, PDT based on
MeSH term(s)	Photosensitizing Agents/pharmacology ; Photochemotherapy ; Boron Compounds/pharmacology ; Superoxides
Chemical Substances	Photosensitizing Agents ; 4,4-difluoro-4-bora-3a,4a-diaza-s-indacene ; Boron Compounds ; Superoxides (11062-77-4)
Language	English
Publishing date	2024-02-20
Publishing country	England
Document type	Journal Article
ZDB-ID	1472887-4
ISSN	1477-9234 ; 1364-5447 ; 0300-9246 ; 1477-9226
ISSN (online)	1477-9234 ; 1364-5447
ISSN	0300-9246 ; 1477-9226
DOI	10.1039/d3dt04063a
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article: Medical Student Enrollment in a Voluntary Medical Innovation Course.

Zarrin, David A / Zhou, Li

Advances in medical education and practice

2023 Volume 14, Page(s) 773–782

Abstract: Background: There is an increasing need for medical innovators to help address the growing challenges within health care. Despite this, the rate of adoption of new medical innovation programs at the United States (US) medical schools has been slow. ... ...

Abstract	Background: There is an increasing need for medical innovators to help address the growing challenges within health care. Despite this, the rate of adoption of new medical innovation programs at the United States (US) medical schools has been slow. Existing literature explaining this slow rate of adoption is scant. We examined the rate of student enrollment in a voluntary medical innovation course during an unscheduled summer at our institution and the educational backgrounds of these enrollees. Methods: This mixed qualitative and quantitative survey study comprised consecutive surveys quantifying a two-stage sign-up process for a voluntary summer medical innovation course for Medical Doctorate (MD) candidates at the David Geffen School of Medicine. After a "General interest" survey, interested students completed an "Enrollment" survey to indicate enrollment, educational background, and open-ended comment about motivations for enrollment. Surveys were administered electronically via email listservs. Statistical methods included chi squared testing with statistical significance defined as p < 0.05. Findings: A total of 12% of UCLA Class of 2024 expressed an interest in participation in the program, and 10.3% ultimately enrolled. Enrollees were motivated primarily by the opportunity to learn about medical innovation (72%) and also shadow (28%). Enrollees were similar in undergraduate degrees and majors to the general medical student class and US MD candidate population. Conclusion: A lack of medical student willingness to participate may not underlie the observed slow rate of adoption of medical innovation programs at US MD programs given the observed high voluntary enrollment rate. Enrollee educational background did not differ significantly from non-enrollees or the broader US MD candidate population. Educators should be encouraged by these data to explore student willingness to participate in medical innovation education at their institutions.
Language	English
Publishing date	2023-07-17
Publishing country	New Zealand
Document type	Journal Article
ZDB-ID	2578539-4
ISSN	1179-7258
ISSN	1179-7258
DOI	10.2147/AMEP.S402934
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Article ; Online: Non-Hermitian Floquet Topological Matter-A Review.

Zhou, Longwen / Zhang, Da-Jian

Entropy (Basel, Switzerland)

2023 Volume 25, Issue 10

Abstract: The past few years have witnessed a surge of interest in non-Hermitian Floquet topological matter due to its exotic properties resulting from the interplay between driving fields and non-Hermiticity. The present review sums up our studies on non- ... ...

Abstract	The past few years have witnessed a surge of interest in non-Hermitian Floquet topological matter due to its exotic properties resulting from the interplay between driving fields and non-Hermiticity. The present review sums up our studies on non-Hermitian Floquet topological matter in one and two spatial dimensions. We first give a bird's-eye view of the literature for clarifying the physical significance of non-Hermitian Floquet systems. We then introduce, in a pedagogical manner, a number of useful tools tailored for the study of non-Hermitian Floquet systems and their topological properties. With the aid of these tools, we present typical examples of non-Hermitian Floquet topological insulators, superconductors, and quasicrystals, with a focus on their topological invariants, bulk-edge correspondences, non-Hermitian skin effects, dynamical properties, and localization transitions. We conclude this review by summarizing our main findings and presenting our vision of future directions.
Language	English
Publishing date	2023-09-29
Publishing country	Switzerland
Document type	Journal Article ; Review
ZDB-ID	2014734-X
ISSN	1099-4300 ; 1099-4300
ISSN (online)	1099-4300
ISSN	1099-4300
DOI	10.3390/e25101401
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Article ; Online: Medical Student Enrollment in a Voluntary Medical Innovation Course

Zarrin DA / Zhou L

Advances in Medical Education and Practice, Vol Volume 14, Pp 773-

2023 Volume 782

Abstract: David A Zarrin,1 Li Zhou2 1David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA; 2Department of Medicine, University of California, Los Angeles, CA, 90095, USACorrespondence: David A Zarrin, David Geffen School of ... ...

Abstract	David A Zarrin,1 Li Zhou2 1David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA; 2Department of Medicine, University of California, Los Angeles, CA, 90095, USACorrespondence: David A Zarrin, David Geffen School of Medicine, University of California, Los Angeles, 10833 Le Conte Avenue, Los Angeles, CA, 90095, USA, Tel +1408-438-8127, Email dzarrin@mednet.ucla.eduBackground: There is an increasing need for medical innovators to help address the growing challenges within health care. Despite this, the rate of adoption of new medical innovation programs at the United States (US) medical schools has been slow. Existing literature explaining this slow rate of adoption is scant. We examined the rate of student enrollment in a voluntary medical innovation course during an unscheduled summer at our institution and the educational backgrounds of these enrollees.Methods: This mixed qualitative and quantitative survey study comprised consecutive surveys quantifying a two-stage sign-up process for a voluntary summer medical innovation course for Medical Doctorate (MD) candidates at the David Geffen School of Medicine. After a “General interest” survey, interested students completed an “Enrollment” survey to indicate enrollment, educational background, and open-ended comment about motivations for enrollment. Surveys were administered electronically via email listservs. Statistical methods included chi squared testing with statistical significance defined as p < 0.05.Findings: A total of 12% of UCLA Class of 2024 expressed an interest in participation in the program, and 10.3% ultimately enrolled. Enrollees were motivated primarily by the opportunity to learn about medical innovation (72%) and also shadow (28%). Enrollees were similar in undergraduate degrees and majors to the general medical student class and US MD candidate population.Conclusion: A lack of medical student willingness to participate may not underlie the observed slow rate of adoption of medical innovation programs at ...
Keywords	medical innovation education ; medical students ; educational background ; Special aspects of education ; LC8-6691 ; Medicine (General) ; R5-920
Subject code	370
Language	English
Publishing date	2023-07-01T00:00:00Z
Publisher	Dove Medical Press
Document type	Article ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article ; Online: Identification and characterization of biomarkers associated with endoplasmic reticulum protein processing in cerebral ischemia-reperfusion injury.

Li, Liang-da / Zhou, Yue / Shi, Shan-Fen

PeerJ

2024 Volume 12, Page(s) e16707

Abstract: Background: Cerebral ischemia (CI), ranking as the second leading global cause of death, is frequently treated by reestablishing blood flow and oxygenation. Paradoxically, this reperfusion can intensify tissue damage, leading to CI-reperfusion injury. ... ...

Abstract	Background: Cerebral ischemia (CI), ranking as the second leading global cause of death, is frequently treated by reestablishing blood flow and oxygenation. Paradoxically, this reperfusion can intensify tissue damage, leading to CI-reperfusion injury. This research sought to uncover biomarkers pertaining to protein processing in the endoplasmic reticulum (PER) during CI-reperfusion injury. Methods: We utilized the Gene Expression Omnibus (GEO) dataset GSE163614 to discern differentially expressed genes (DEGs) and single out PER-related DEGs. The functions and pathways of these PER-related DEGs were identified Results: Our study demonstrated that PER-related genes, specifically ADCY5, CAMK2A, PLCB1, NTRK2, and DLG4, were markedly down-regulated in models, exhibiting a robust association with hypoxia and apoptosis. Conclusion: The data indicates that ADCY5, CAMK2A, PLCB1, NTRK2, and DLG4 could be pivotal genes responsible for triggering apoptosis in hypoxic environments during CI-reperfusion injury.
MeSH term(s)	Humans ; Reperfusion Injury/genetics ; Biomarkers ; Reperfusion ; Endoplasmic Reticulum ; Hypoxia
Chemical Substances	Biomarkers
Language	English
Publishing date	2024-01-02
Publishing country	United States
Document type	Journal Article
ZDB-ID	2703241-3
ISSN	2167-8359 ; 2167-8359
ISSN (online)	2167-8359
ISSN	2167-8359
DOI	10.7717/peerj.16707
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Unlocking sustainable growth: exploring the catalytic role of green finance in firms' green total factor productivity.

Gao, Da / Zhou, Xiaotian / Mo, Xinlin / Liu, Xiaowei

Environmental science and pollution research international

2024 Volume 31, Issue 10, Page(s) 14762–14774

Abstract: Promoting the development of green finance (GF) is a critical way to address the environmental and developmental problems in China. While existing studies have examined the macroscopic role of GF, few pay attention to its impact on micro-enterprises. To ... ...

Abstract	Promoting the development of green finance (GF) is a critical way to address the environmental and developmental problems in China. While existing studies have examined the macroscopic role of GF, few pay attention to its impact on micro-enterprises. To investigate the effect of GF on micro-enterprises, this study considers green credit as a quasi-natural experiment to investigate the effect on firms' green total factor productivity (GTFP). We use the SBM-Malmquist method to measure firms' GTFP and adopt the double dual machine learning approach to explore its impact and potential mechanisms. The findings indicate that (1) the GF can effectively promote the GTFP at the firm level, which has been reconfirmed by robustness tests. (2) The GF can improve firms' GTFP through three pathways: promoting firms' green innovation, alleviating financing constraints, and strengthening managers' environmental concerns. (3). The heterogeneity analysis verifies that state-owned enterprises and large-size firms are more sensitive to the response of green finance. The results of this study lend support to the establishment of green finance and the formulation of corporate green development strategies.
MeSH term(s)	Sustainable Growth ; Catalysis ; China ; Machine Learning
Language	English
Publishing date	2024-01-27
Publishing country	Germany
Document type	Journal Article
ZDB-ID	1178791-0
ISSN	1614-7499 ; 0944-1344
ISSN (online)	1614-7499
ISSN	0944-1344
DOI	10.1007/s11356-024-32106-6
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