bluuebunny/crossref_metadata_2025_split huggingface dataset:
Evaluation of a Digital Decision Support System to Integrate Type 2 Diabetes Mellitus and Periodontitis Care: Case-Vignette Study in Simulated Environments
Authors: Kalmus Olivier , Smits Kirsten , Seitz Max , Haux Christian , Robra Bernt-Peter , Listl Stefan 
Published: October 2023

Background
As highlighted by the recent World Health Organization Oral Health Resolution, there is an urgent need to better integrate primary and oral health care. Despite evidence and guidelines substantiating the relevance of integrating type 2 diabetes mellitus (T2DM) and periodontitis care, the fragmentation of primary and oral health care persists.

Objective
This paper reports on the evaluation of a prototype digital decision support system (DSS) that was developed to enhance the integration of T2DM and periodontitis care.

Methods
The effects of the prototype DSS were assessed in web-based simulated environments, using 2 different sets of case vignettes in combination with evaluation surveys among 202 general dental practitioners (GDPs) and 206 general practitioners (GPs). Each participant evaluated 3 vignettes, one of which, chosen at random, was assisted by the DSS. Logistic regression analyses were conducted at the participant and case levels.

Results
Under DSS assistance, GPs had 8.3 (95% CI 4.32-16.03) times higher odds of recommending a GDP visit. There was no significant impact of DSS assistance on GP advice about common risk factors for T2DM and periodontal disease. GDPs had 4.3 (95% CI 2.08-9.04) times higher odds of recommending a GP visit, 1.6 (95% CI 1.03-2.33) times higher odds of giving advice on disease correlations, and 3.2 (95% CI 1.63-6.35) times higher odds of asking patients about their glycated hemoglobin value.

Conclusions
The findings of this study provide a proof of concept for a digital DSS to integrate T2DM and periodontal care. Future updating and testing is warranted to continuously enhance the functionalities of the DSS in terms of interoperability with various types of data sources and diagnostic devices; incorporation of other (oral) health dimensions; application in various settings, including via telemedicine; and further customization of end-user interfaces.
Older Adults’ Experiences With Participation and eHealth in Care Coordination: Qualitative Interview Study in a Primary Care Setting
Authors: Hunsbedt Fjellså Hilde Marie , Husebø Anne Marie Lunde , Braut Harald , Mikkelsen Aslaug , Storm Marianne 
Published: October 2023

Background
Owing to the demographic changes in the elderly population worldwide, delivering coordinated care at home to multimorbid older adults is of great importance. Older adults living with multiple chronic conditions need information to manage and coordinate their care. eHealth can be effective for gaining sufficient information, communicating, and self-managing chronic conditions. However, incorporating older adults’ health preferences and ensuring active involvement remain challenging. More knowledge is needed to ensure successful participation and eHealth use in care coordination.

Objective
This study aimed to explore multimorbid older adults’ experiences with participation and eHealth in care coordination with general practitioners (GPs) and district nurses (DNs).

Methods
The study had a qualitative explorative approach. Data collection included semistructured interviews with 20 older adults with multimorbidity receiving primary care services from their GPs and DNs. The participants were included by their GPs or nurses at a local intermunicipal acute inpatient care unit. The data analysis was guided by systematic text condensation.

Results
We identified 2 categories: (1) older adults in charge of and using eHealth in care coordination, and (2) older adults with a loss of control in care coordination. The first category describes how communication with GPs and DNs can facilitate participation, the importance of managing own medication, and how eHealth can support older adults’ information needs. The second category focuses on older adults who depend on guidance and help from their GPs and DNs to manage their health, describing how a lack of capacity and system support to be involved makes these adults lose control of their care coordination.

Conclusions
Being in charge of care coordination is important for older multimorbid adults. The results show that older adults are willing to use eHealth to be informed and to seek information, which ensures high levels of participation in care coordination. Future research should investigate how older adults can be involved in electronic information sharing with health care providers.
Application of Capacity Spectrum Method (CSM) for non-symmetrical reinforced concrete high-rise buildings as a tool for seismic design
Authors: Ayuddin Ayuddin , Bindhu K. R. 
Published: October 2023

The development of earthquake resistance design of structures in the last decade has been critically changing from strength and ductility to performance criteria, where the structure is decided for various levels of structural performance. To understand the structural performance because, at time, a large earthquake load on the structure will experience structural yielding, non-linear analysis with the capacity spectrum method will be performed. The relationship between roof displacement and base shear force is described by a curve that describes the structural capacity is a capacity curve. To determine the behavior of the structures under review for a given earthquake intensity, the capacity curve is then compared with the performance demand based on various earthquake intensities. The results of the case studies for reinforced concrete portals non-symmetrical 3D concluded that the convergence obtained at the point of the structure performance is and . The displacement results for the actual structure () were 286.71 mm and building base shear coefficient was 15.46 %.
Buckling of Rectangular Plates under Nonlinear Creep
Authors: Yazyev S. B. , Chepurnenko A. S. 
Published: October 2023

Introduction. The task of analyzing the stability of plates and shells under creep conditions is critical for structural elements made of materials with the property of aging, which are under the action of long-term loads, since the loss of stability can occur abruptly and long before the exhaustion of the strength resource of the material. Currently, the issues of joint consideration of geometric nonlinearity and creep in the problems of buckling plates remain poorly studied, existing software systems do not provide such calculations. The objective of this work is to develop an algorithm for calculating the stability of rectangular plates with initial deflection, which are subjected to loads in the middle plane, taking into account geometric nonlinearity and creep.Materials and Methods. When obtaining the resolving equations, the geometric and static equations of the theory of flexible elastic plates were taken as the basis. Physical equations were derived from the assumption that total strains were equal to the sum of elastic strains and creep deformations. Finally, the problem was reduced to a system of two differential equations, in which the desired functions were the stress and deflection functions. The resulting system of equations was solved numerically using the finite-difference method in combination with the method of successive approximations and the Euler method. As the boundary conditions for the stress function, the frame analogy was used, as in the case of a plane problem of elasticity theory.Results. The solution to the problem for a plate compressed in one direction by a uniformly distributed load has been presented. The nature of the growth of displacements at different load rates and initial deflection was studied. It has been established that when the vertical displacements reach values comparable to the thickness of the plate, their growth rate begins to decay even at a load greater than the long-term critical one.Discussion and Conclusion. The results of stability analysis using the developed algorithm show that the growth of plate deflection under the considered boundary conditions is limited, stability loss is not observed at any load values not exceeding the instantaneous critical one. This indicates the possibility of long-term safe operation of such structures with a load less than instant critical one.
Analysing The Impact of Student Health Post COVID-19 Pandemic And Providing A Solution Using Digital Technologies
Authors: Kant Pal Surya , Kumar Attri Amit , Roy Rita , Mohan Varun , Kumar Santosh , Kumar Badhan Ajay , Mohan Baral Manish , Mukherjee Subhodeep 
Published: October 2023

This COVID-19 has created enormous uncertainty into important parts of national and global society, including schools and institutions. This uncertainty had halted the normal functioning of students. For example, it is unclear how the institute's shutdown last spring affected students' academic performance. Similarly, the quick transition to virtual learning in the academic years will continue to have an impact on academic performance. Despite the uncertainties, there is a growing consensus that the lockdown and school and college closures caused by COVID-19 harmfully influenced students' academics, mental health, and physical health. This research study examines how students in schools and colleges feel post lockdown. This study also highlights how the digital technologies and its applications in improving the educational process.
HIZYA DE MAÏSSA BEY : LECTURES BOVARYQUES DE LA SOCIÉTÉ ALGÉRIENNE
Authors: JIȘA Simona 
Published: October 2023

Hizya by Maïssa Bey: Bovaristic Readings of Algerian Society. The novel Hizya by Maïssa Bey, published in 2015, allows us to revisit the theme of Bovarism. In this article we aim to investigate the causes and forms that would justify the use of this term by the female and male characters of this novel, who live in an Algerian society whose landmarks are ancestral. Analyses according to the Bovaristic grid (Gaultier) lead us to highlight the discrepancy between exterior and interior, real and literary imagination, individual and family, individual and society. Different forms of bovarism are investigated: literary, which will allow us to study the relationship between the hypotext of the Algerian poet Mohamed Ben Guittoun (where the eponymous heroine lives a love story suspended by death) and the hypertext in prose by Maïssa Bey (where the young woman investigates possible or impossible love); sentimental, based on the gap between love (desire and pleasure) and freedom or conformity (to archaic rules); social, which will consider the relationship between love-marriage-family-society; history, which will draw a parallel between the ideals of the Independence with the disappointing decades that followed it. By extrapolating the Flaubertian concept, we wanted to design a tool capable of seeing both the complexity of characters and situations, as well as textual and ideational coherence.
REZUMAT. Hizya de Maïssa Bey: lecturi bovarice ale societății algeriene. Romanul Hizya de Maïssa Bey, publicat în 2015, ne permite să revizităm tema bovarismului. În acest articol ne propunem să investigăm cauzele și formele care ar justifica folosirea acestui termen de către personajele feminine și masculine ale acestui roman, care trăiesc într-o societate algeriană ale cărei repere sunt ancestrale. Analizele după grila bovarică (Gaultier) ne conduc la evidențierea discrepanței dintre exterior și interior, real și imaginar literar, individ și familie, individ și societate. Sunt investigate diferite forme de bovarism: literar, care ne va permite să studiem relația dintre hipotextul poetului algerian Mohamed Ben Guittoun (unde eroina omonimă trăiește o poveste de dragoste suspendată de moarte) și hipertextul în proză de Maïssa Bey (unde tânăra investighează iubirea posibilă sau imposibilă); sentimental, bazat pe decalajul dintre dragoste (dorință și plăcere) și libertate sau conformare (la reguli arhaice); social, care va avea în vedere relația dintre dragoste-căsătorie-familie-societate; istoric, care va pune în paralel idealurile Independenței cu deceniile dezamăgitoare care i-au urmat. Prin extrapolarea conceptului flaubertian, am dorit să proiectăm un instrument capabil să țină seama atât de complexitatea personajelor și a situațiilor, cât și de coerența textuală și ideatică.
Cuvinte-cheie: Hizya, Maïssa Bey, bovarism, intertextualitate, societate algeriană
Article history: Received 10 September 2023; Revised 11 September 2023; Accepted 11 September 2023; Available online 30 September 2023; Available print 30 September 2023.
(RE)CONSTRUCTING THE SELF IN WOMEN’S AUTOFICTION: THE CASE OF SAȘA ZARE’S DEZRĂDĂCINARE
Authors: TITE Alisa Ștefania 
Published: October 2023

(Re)constructing the Self in Women’s Autofiction: The Case of Sașa Zare’s Dezrădăcinare. This paper aims to examine the (re)construction of the female subject in contemporary autobiographical fiction by looking into Sașa Zare’s debut novel, Dezrădăcinare. Drawing on feminist and postfeminist theory as well as research on self-writing centred on women’s inscription of personhood in their works, this study attempts to investigate the relationship between the narrator and the narrated self, focusing on the negotiated distance between the two fictional constructs. This analysis will build on concepts such as metatextuality, autotheory, performativity, and on Lacanian and post-Lacanian feminist means of understanding the self as a product of societal and cultural discourse (as opposed to the idea of a unified self), by centring on the narrative techniques that show the narrator’s perception of herself, and struggle to represent different parts of her identity (the writer, the daughter, the girlfriend, the student and the therapy patient). As language plays an important part in rendering the feminine subject’s fragmented vision of her identity, this paper will highlight the role of personal and societal narratives in constructing an idea of the self.
REZUMAT. (Re)construcția sinelui în autoficțiunea feminină: cazul roma­nului Dezrădăcinare de Sașa Zare. Această lucrare își propune o analiză a (re)construcției subiectului feminin în literatura contemporană de factură autobiografică, aplecându-se asupra romanului de debut al autoarei Sașa Zare, “Dezrădăcinare”. Pornind de la teorii feministe și postfeministe, precum și de la studii concentrate asupra inscripționării subiectului feminin în literatură, acest eseu va încerca să examineze relația dintre naratoare și sinele narat, accentul fiind plasat asupra distanței dintre cele două constructe ficționale. Studiul de caz propus pornește de la noțiuni precum metatextualitate, autoteorie, performativitate, dar și de la o paradigma feministă și postfeministă care valorizează tradiția psihanalitică (în special cea lacaniană și post-lacaniană). O astfel de poziționare critică deschide lucrarea spre o înțelegere a subiectul drept produs al practicilor discursive socio-culturale (perspectivă poziționată în opoziția tradiției care postulează unitatea absolută a sinelui). Analiza se va axa pe dificultatea naratoarei de a unifica diferite părți ale identității sale prin scris (autoarea, fiica, iubita, pacienta), subiectul feminin oferind o percepție fragmentată asupra propriului sine. Un rol important în redarea acestei viziuni este îndeplinit de către limbaj, motiv pentru care lucrarea de față va sublinia contribuția narațiunilor personale și societale în procesul formării sinelui ficțional.
Cuvinte-cheie: Sașa Zare, literatură română, autoficțiune, scriitură feminină, autoteorie, metatextualitate.
Article history: Received 20 June 2023; Revised 7 September 2023; Accepted 10 September 2023; Available online 30 September 2023; Available print 30 September 2023.
Study on the current situation and countermeasures of the history of health culture development in Shaanxi based on the background of big data
Authors: Zhang Wenhua 
Published: October 2023

Abstract
First, this paper studies the derivation process of the plain Bayesian classification algorithm in big data technology, which is built based on statistics. Then to make up for the feature independence assumption of plain Bayes, the plain Bayesian classification algorithm based on feature weighting is proposed to be optimized mainly by the Laplace algorithm, which improves the classification accuracy to a certain extent. Finally, based on the connotation and characteristics of health culture in Shaanxi, the formation and development of health culture theory in Shaanxi are clarified, and policy suggestions are proposed for the development problems of health culture in Shaanxi and the development level of cultural industry in Shaanxi province. The analysis of the health culture industry in Shaanxi is based on the vegetative Bayesian classification algorithm. The results show that the cultural service industry in Shaanxi Province achieved an output value of 41.309 billion yuan, accounting for 63.9% of the added value of the cultural industry in the province. The cultural manufacturing industry in Shaanxi accounts for a large gap with the national level, with a difference of 19.3 percentage points. This study combines big data technology and the advantages of Shaanxi’s healthy cultural resources to provide reasonable countermeasure suggestions to promote the transformation of Shaanxi from a large cultural province to a strong cultural province.
Application of Big data connection processing technology in the construction of an online aesthetic education platform
Authors: Li Yang , Li Guizhi 
Published: October 2023

Abstract
Exploring the application of big data connection processing technology in constructing online aesthetic education platforms to improve the operability of online aesthetic education. This paper uses big data technology to construct an online aesthetic education platform based on MapReduce distributed parallel computing framework. The Bloom Filter algorithm is used to analyze and process the online aesthetic education data, and the Bloom Filter algorithm is improved with the hash function. The filtering optimization strategy based on MapReduce distributed parallel computing framework is used to analyze further and process the online aesthetic education data, and the error rate and execution efficiency of the online aesthetic education platform is analyzed using the test data set. Regarding the misjudgment rate, when the number of hash functions is 4, the misjudgment rate of the platform reaches 1.24% at the minimum. The execution efficiency of the online education platform is 102s when the number of Reduce is 10-20, which indicates that the use of big data connection processing technology can effectively realize the construction of online education platforms and provide a new research direction for the realization of information-based education.
Analysis of corporate financial risk avoidance strategies based on logistic regression model
Authors: Duan Mengjuan 
Published: October 2023

Abstract
The gradual accumulation of financial problems of enterprises will form financial risks. If financial risks are identified and solved in time, the losses brought by financial risks to enterprises can be reduced, and even the formation of financial crises can be avoided. This paper first explores the limitations of different forecasting methods and conducts in-depth exploration and research on enterprise financial risk management from risk management theory and enterprise cycle theory. Secondly, we analyze the application of GBDT and logistic regression models in financial risk early warning management, elaborate on the idea of combining GBDT and logistic regression, and construct a combined financial risk early warning model based on the combination of GBDT and logistic regression. Finally, seven dimensions and 34 indicators are used to measure the financial risk prediction ability to make prediction analysis and model evaluation of the financial risk of listed companies. The results show that the risk prediction accuracy of the combined model of GBDT and logistic regression is 91.25%, which is significantly higher than that of the single model of logistic regression, proving the effectiveness of the combined model for financial risk early warning. This study establishes an effective financial risk early warning model to provide scientific references and suggestions for managers and investors of listed companies.
Research on the construction method of neural network model based on memristors
Authors: Li Rong 
Published: October 2023

Abstract
With the continuous development of neural networks, the hardware requirements are getting higher and higher, and the emergence of memristors is expected to optimize this challenge. In this paper, by studying the inter-mapping relationship between memristor arrays and neural networks, a memristor-based convolutional neural network circuit module is designed, a binarization method is used to quantize the neural network, an acceleration module is constructed based on multiple computational arrays, and an additive tree is used to accumulate the intermediate results of the output values of multiple computational units. Simulation experiments were conducted with the help of simulation software to compare and analyze the memristor-based CNN with other neural networks. Compared with LSTM, RNN, and ELM, the accuracy of the memristor-based CNN is 4.17%, 7.48%, and 2.01% higher compared to other neural networks, respectively. In the performance analysis, the recognition rate of the memristor CNN is almost unaffected by the programming error and still achieves a recognition rate close to 98% in the best case. This study provides a new idea for implementing and applying convolutional neural networks in memristor arrays, which is expected to promote the further development of memristor neuromorphic computing.