OBJECTIVE:To assess the quality of Clinical practice guidelines(CPGs)in the context of diabetic kidney disease(DKD)and determine whether any factors affect the quality.METHODS:We searched eight databases along with fi...OBJECTIVE:To assess the quality of Clinical practice guidelines(CPGs)in the context of diabetic kidney disease(DKD)and determine whether any factors affect the quality.METHODS:We searched eight databases along with five international and national organizations to develop or archive guidelines from their inception to July 2023,with an additional search of medlive.cn.And the authoritative organizations related to nephrology.CPGs and consensus statements created using direct differential diagnosis or therapy for DKD were included without language restrictions.Their quality was evaluated by four reviewers using the Appraisal of Guidelines for Research and EvaluationⅡ(AGREEⅡ)instrument.Along with the item and domain scores,the guideline was also allocated an overall quality score,which ranged from 1(lowest possible quality)to 7(highest possible quality).Moreover,an overall recommendation for use was also assigned(“recommended”,“recommended with modifications”or“not recommended”).RESULTS:A total of 16 CPGs were included,of which 14 were from Asia and the remaining two from Europe.These two CPGs were updated in the third version.Six CPGs were recommended for use because their primary domains scored in the medium or high category.Furthermore,five CPGs were recommended with modifications as the stakeholder involvement,applicability,and editorial independence domains were evaluated as low categories.In all domains,the lowest average score was for rigour of development(33%),followed by application(36%),and stakeholder involvement(51%).The highest average score was for scope and purpose(79%),followed by clarity of presentation(75%).None of the CPGs considered the patient's viewpoint,and six of 16 CPGs did not use any grading system to translate the evidence into recommendations.Additionally,only three of 16 CPGs shared search strategy,and eight of 16 CPGs did not declare a funding source.CONCLUSIONS:According to the AGREE II evaluation,more than one in four CPGs for DKD had poor methodological quality.Enhanced efforts are needed to advance the rigour of development,application,and editorial independence of DKD guideline panels for most guidelines.Stakeholders,CPG developers,and CPG users should consider methodological quality while choosing CPGs,and interpret and implement their issued suggestions.展开更多
Objective:Through retrospective analysis of a case of occupational noise-induced hearing loss(NIHL)diagnosis and two-grade appraisal,this study explores the causes of inconsistency between diagnosis and appraisal conc...Objective:Through retrospective analysis of a case of occupational noise-induced hearing loss(NIHL)diagnosis and two-grade appraisal,this study explores the causes of inconsistency between diagnosis and appraisal conclusions,aiming to improve occupational health management.Methods:Data including occupational history,workplace noise exposure levels,pure-tone audiometry(PTA),and objective audiological tests were collected and analyzed.Results:Both municipal and provincial appraisals contradicted the initial diagnostic conclusion of“moderate occupational NIHL”.Conclusion:The diagnosis of occupational NIHL requires multidisciplinary expertise and is influenced by subjective factors.Appraisal institutions should adopt evidence-based approaches,integrate objective tests with PTA results,and comprehensively evaluate occupational exposure history to ensure scientific and impartial conclusions.展开更多
Objective To develop a quality appraisal tool for case reports in traditional Chinese medicine(TCM)based on their characteristics.Methods An extensive literature search was conducted in Chinese Biomedical Literature D...Objective To develop a quality appraisal tool for case reports in traditional Chinese medicine(TCM)based on their characteristics.Methods An extensive literature search was conducted in Chinese Biomedical Literature Database(CBM),China National Knowledge Infrastructure(CNKI),and China Science and Technology Journal Database(CSTJ),focusing on expert consensus statements and check-lists for TCM case reports.Relevant items were extracted,and a Delphi method involving 34 experts was used in two rounds to rate each item on a 5-point Likert scale.Items were screened based on measures of central tendency and coordination(including total score,mean score,percentage of items rated as unimportant,and coefficient of variation).The weighted average method was used to determine item weights and construct the appraisal tool.Internal consistency was assessed using Cronbach’sαcoefficient.The finalized tool was pilot-tested by two reviewers independently appraising 20 case reports,with an additional four reviewers evaluating 5 of these cases to compare inter-rater consistency.Results A total of 9513 articles were retrieved,and 96 items from 25 articles were extracted.After two rounds of the Delphi method,27 items across 10 domains were retained.The Cron-bach’sαcoefficient was 0.72 in the first round(acceptable range),and 0.96 in the second round,indicating strong internal consistency.The tool was piloted by six reviewers,achieving a kappa value of 0.663 and a Kendall’s coefficient of concordance of 0.845,demonstrating high consistency among reviewers.Conclusion The developed TCM case report quality appraisal tool,consisting of 27 items in 10 domains,offers a scientific and reliable means of assessing the quality of TCM case reports.The tool showed high consistency and practical utility,and its application is expected to en-hance the standardization,scientific rigor,and evidence quality of TCM case reports,facilitat-ing the integration of traditional medical knowledge with modern evidence-based standards.展开更多
Public institutions constitute a vital component of China’s public service system,playing a significant functional role in the nation’s social development and construction.Human resource(HR)management is a vital com...Public institutions constitute a vital component of China’s public service system,playing a significant functional role in the nation’s social development and construction.Human resource(HR)management is a vital component of internal administration within these institutions.The integration of performance appraisal is crucial for enhancing the effectiveness of HR management and facilitating the smooth operation of all institutional functions.Based on this premise,this article first briefly outlines the value of applying performance appraisal in the HR management of public institutions.It then explores strategies for implementing performance appraisal within this context,aiming to provide insights for promoting the sustained and healthy development of public institutions.展开更多
Based on the interpersonal function in Halliday’s systemic functional grammar,"Miranda Warnings",the typical English Police Caution,is analyzed from the aspects of Mood system,Modality system and Appraisal ...Based on the interpersonal function in Halliday’s systemic functional grammar,"Miranda Warnings",the typical English Police Caution,is analyzed from the aspects of Mood system,Modality system and Appraisal system,with the aim of exploring its interpersonal meanings.Results show that:first,the declarative mood and interrogative mood used in the police caution protect the legitimate rights of the interrogated;second,the widely use of Low value modal verbs demonstrates a more humane and democratic legislation principle;and third,the absence of Affect resources and the frequent application of Capacity resources narrow the interpersonal distance between policeman and the interrogated,reflecting the transformation in policeman’s interrogation practices.展开更多
For the inefficiency and inaccuracy of appraisal method of traditional estate appraisal theory, the real estate appraisal system based on GIS and BP neural network was established. The structure of the system was desi...For the inefficiency and inaccuracy of appraisal method of traditional estate appraisal theory, the real estate appraisal system based on GIS and BP neural network was established. The structure of the system was designed which includes appraisal model, trade case, GIS database and query analysis module. With the help of the L-M algorithm in MATLAB software, BP neural network was improved and the trade cases were trained, then the BP neural network which has already been trained was tested. At the same time, the BP neural and GIS were put together to construct the hedonic price estimate model. The C# and ArcGIS9.3 were used to achieve the system in VS2008. City basic geographic data and real estate related information were used as the basic data in practice. The results show that the functions of querying, adding and editing the spatial data and attribute data are achieved and also the efficiency and accuracy of real estate are improved, so that the new method of real estate is provided by the system.展开更多
The target of the text is to scientifically appraise dynamic development of surface deformation in subsidence area and its influence on groundwork stability of natural pipe and then adopt some technological measures t...The target of the text is to scientifically appraise dynamic development of surface deformation in subsidence area and its influence on groundwork stability of natural pipe and then adopt some technological measures to ensure safe circulation of natural pipeline. Analysed the influence on natural pipeline from coal mining subsidence in the way of pipeline grade variation, vertical curve variation, transverse deformation, horizontal pull and compression deformation and pipe stress variation etc., and described detailed surface subsidence product and its used time among initial phase, active phase and decline phase in the course of surface movement deformation time. In the context of considering surface subsidence that doesn＇t reach basic latter end and residual subsidence quantity, the text confirmed the calculation method of residual deformation in surface subsidence area, and gave the technological measures about building natural gas pipeline in subsidence area finally.展开更多
As a prelude to the yearlong EU Intergovernmental Conference(IGC),theTurin summit of the EU held late March has once again evoked heated discussionson Europe’s integration among press and academic circles both at hom...As a prelude to the yearlong EU Intergovernmental Conference(IGC),theTurin summit of the EU held late March has once again evoked heated discussionson Europe’s integration among press and academic circles both at home andabroad.The idealists among them are grumbling that the pace of the integration展开更多
Based on safety management appraisal theory, the decision system was divided into 5 function menu module, including system control module, mining coal and the tunneling working surface security evaluation module, the ...Based on safety management appraisal theory, the decision system was divided into 5 function menu module, including system control module, mining coal and the tunneling working surface security evaluation module, the entire ore safety production condition appraisal module, the safety management level appraisal module of main production work area, the withdrawal system module and so on. The system operates through the constitutive procedure, outputs the main operation results by graph and form, and realizes the main function of safety evaluation.展开更多
This paper proposes an improved performance appraisal system (PAS) that is based on the philosophy of total quality management(TQM). It focuses on understanding the customer′s (both management and employees) requirem...This paper proposes an improved performance appraisal system (PAS) that is based on the philosophy of total quality management(TQM). It focuses on understanding the customer′s (both management and employees) requirements for the PAS in order to prioritize and simplify the basic elements of the appraisal system and implementation process. The improved process is defined by performance planning, counseling and evaluation with assessments for individual, team and management contributions. In addition, reducing the rating scale to three categories should facilitate a very positive evaluation process for most employees and still allow a constructive focus on those individuals that must be improved. Finally, if people come first in the TQM organization, then the personnel systems must reflect this philosophy.展开更多
Aiming at the target of enhancing agricultural competitive power and maintaining the sustainable countryside development, ＂the three dimensional innovation＂, namely the system innovation, the organization innovation...Aiming at the target of enhancing agricultural competitive power and maintaining the sustainable countryside development, ＂the three dimensional innovation＂, namely the system innovation, the organization innovation, and the service innovation, is the basic way to raise the efficiency of productive factors, optimize the organizational structure and enhance the farmers＇ own organizational ability, thus it becomes an important proposition in the fundamental research and practice of China new countryside construction. Through the reorganization and analyses of the domestic academic achievements, this article chose ＂the county innovation in China new countryside construction＂ as the first level index, and ＂the three dimensional innovation＂ as the second level index. Totally four levels of indices, namely the strategy level, the mechanism level, the carrier level and the comment level, were introduced to construct the county innovation appraisal system. The further adjustment and supplement of the indices and the choices of computational method must be completed through spot investigation and case study.展开更多
Linguistic-value appraisement extensively exists in artificial intelligence and social system. In the appraisement of enterprise human resource, there is a great amount of linguistic-value information. In order to imp...Linguistic-value appraisement extensively exists in artificial intelligence and social system. In the appraisement of enterprise human resource, there is a great amount of linguistic-value information. In order to improve the reasonability of the result of appraisement of enterprise human resource, we need to study the methods for processing the linguistic-value information. In this paper, a 2-stages method is proposed for processing the linguistic-value appraisement of enterprise human resource. At the first stage, we choose the experts familiar with the related field according to the appraisement goal and problem. At the second stage, we combine the appraisement results by D-S evidence theory or LOWA operator according to the nature of linguistic variable.展开更多
This DC-YOLO Model was designed in order to improve the efficiency for appraising dangerous class of buildings and avoid manual intervention,thereby making the appraisal results more objective.It is an automated metho...This DC-YOLO Model was designed in order to improve the efficiency for appraising dangerous class of buildings and avoid manual intervention,thereby making the appraisal results more objective.It is an automated method designed based on deep learning and target detection algorithms to appraise the dangerous class of building masonry component.Specifically,it(1)adopted K-means clustering to obtain the quantity and size of the prior boxes;(2)expanded the grid size to improve identification to small targets;(3)introduced in deformable convolution to adapt to the irregular shape of the masonry component cracks.The experimental results show that,comparing with the conventional method,the DC-YOLO model has better recognition rates for various targets to different extents,and achieves good effects in precision,recall rate and F1 value,which indicates the good performance in classifying dangerous classes of building masonry component.展开更多
Scientific and technical progress has been the driving forces of enterprises development.Milk productive enterprises are developing faster and growing better.It is very important to measure the contributive ratio of s...Scientific and technical progress has been the driving forces of enterprises development.Milk productive enterprises are developing faster and growing better.It is very important to measure the contributive ratio of scientific and technical progress in milk productive enterprises.And the appraisement could help to develop milk productive enterprises.The model C^2GS^2 was established to appraise the contributive ratio of scientific and technical progress in milk productive enterprises in the research.And the appraisement on the contributive ratio of scientific and technical progress in milk productive enterprises was made by the model.In the results of appraisement,science and technology play a main role in milk productive enterprises.It is shown that our milk productive enterprises are developed by scientific and technical progress while not by input of productive factors.展开更多
Teachers are key participants in universities,and the performance appraisal of teacher is an important part of college work.By analyzing the data of behavior generated by different departments in university,analytic h...Teachers are key participants in universities,and the performance appraisal of teacher is an important part of college work.By analyzing the data of behavior generated by different departments in university,analytic hierarchy process(AHP) is used to establish the preliminary library of performance indicators for teachers,and the correlation among all the performance indicators is inspected by using data mining method at this time.On this basis,a more objective,comprehensive and scientific performance appraisal system is constructed through principal components analysis(PCA),which is more suitable for university itself.Finally,in order to solve the problems existed in current performance appraisal system,a dynamic evaluation model is put forward by regulating the weight of indicator according to the historical data,highlighting the continuity of the system.展开更多
The Stone Xinlong Computer Seal System jointly developed by the Stone Xinlong Software Corporation and the Beijing Seals And Arts Company has been confirmed by the China Seal-making Industrial Society at a technical a...The Stone Xinlong Computer Seal System jointly developed by the Stone Xinlong Software Corporation and the Beijing Seals And Arts Company has been confirmed by the China Seal-making Industrial Society at a technical appraisal meeting. Various shapes of seals, such as展开更多
This study is a rapid appraisal procedure （RAP） of two forms of agriculture water delivery systems comprising two canal irrigation schemes and 26 Zimbabwean bush pumps in the Midlands and Masvingo Provinces. A longi...This study is a rapid appraisal procedure （RAP） of two forms of agriculture water delivery systems comprising two canal irrigation schemes and 26 Zimbabwean bush pumps in the Midlands and Masvingo Provinces. A longitudinal multiple data collection technique employed involved various primary and secondary sources including site visits, literature review, observation, interviews with key personnel and group discussions. General findings of this study indicate： （1） the available coping mechanisms in smallholder farming in a climate change context and （2） the challenges faced in the actual delivery of water in terms of design, management, physical and institutional factors. The study provides pragmatic recommendations for overall improvement and performance in a local, technical and socio-economic context through evaluation of the current situation, practices and processes. An integrated approach to addressing climate change impacts should include water management, rehabilitation, complete overhaul and introduction of other relevant water systems and water saving farming techniques. Yet, ownership of these technologies by communities remains instrumental. Rural development and agricultural policies that ensure maximum and full capacity utilisation of water systems to improve rural livelihoods, mitigation and adaptation to climate change are recommended.展开更多
文摘OBJECTIVE:To assess the quality of Clinical practice guidelines(CPGs)in the context of diabetic kidney disease(DKD)and determine whether any factors affect the quality.METHODS:We searched eight databases along with five international and national organizations to develop or archive guidelines from their inception to July 2023,with an additional search of medlive.cn.And the authoritative organizations related to nephrology.CPGs and consensus statements created using direct differential diagnosis or therapy for DKD were included without language restrictions.Their quality was evaluated by four reviewers using the Appraisal of Guidelines for Research and EvaluationⅡ(AGREEⅡ)instrument.Along with the item and domain scores,the guideline was also allocated an overall quality score,which ranged from 1(lowest possible quality)to 7(highest possible quality).Moreover,an overall recommendation for use was also assigned(“recommended”,“recommended with modifications”or“not recommended”).RESULTS:A total of 16 CPGs were included,of which 14 were from Asia and the remaining two from Europe.These two CPGs were updated in the third version.Six CPGs were recommended for use because their primary domains scored in the medium or high category.Furthermore,five CPGs were recommended with modifications as the stakeholder involvement,applicability,and editorial independence domains were evaluated as low categories.In all domains,the lowest average score was for rigour of development(33%),followed by application(36%),and stakeholder involvement(51%).The highest average score was for scope and purpose(79%),followed by clarity of presentation(75%).None of the CPGs considered the patient's viewpoint,and six of 16 CPGs did not use any grading system to translate the evidence into recommendations.Additionally,only three of 16 CPGs shared search strategy,and eight of 16 CPGs did not declare a funding source.CONCLUSIONS:According to the AGREE II evaluation,more than one in four CPGs for DKD had poor methodological quality.Enhanced efforts are needed to advance the rigour of development,application,and editorial independence of DKD guideline panels for most guidelines.Stakeholders,CPG developers,and CPG users should consider methodological quality while choosing CPGs,and interpret and implement their issued suggestions.
文摘Objective:Through retrospective analysis of a case of occupational noise-induced hearing loss(NIHL)diagnosis and two-grade appraisal,this study explores the causes of inconsistency between diagnosis and appraisal conclusions,aiming to improve occupational health management.Methods:Data including occupational history,workplace noise exposure levels,pure-tone audiometry(PTA),and objective audiological tests were collected and analyzed.Results:Both municipal and provincial appraisals contradicted the initial diagnostic conclusion of“moderate occupational NIHL”.Conclusion:The diagnosis of occupational NIHL requires multidisciplinary expertise and is influenced by subjective factors.Appraisal institutions should adopt evidence-based approaches,integrate objective tests with PTA results,and comprehensively evaluate occupational exposure history to ensure scientific and impartial conclusions.
基金General Program of National Natural Science Foundation of China (82274412)Natural Science Foundation of Hunan Province (2020JJ4062)Science and Technology Innovation Program of Hunan Province (2020RC2061)。
文摘Objective To develop a quality appraisal tool for case reports in traditional Chinese medicine(TCM)based on their characteristics.Methods An extensive literature search was conducted in Chinese Biomedical Literature Database(CBM),China National Knowledge Infrastructure(CNKI),and China Science and Technology Journal Database(CSTJ),focusing on expert consensus statements and check-lists for TCM case reports.Relevant items were extracted,and a Delphi method involving 34 experts was used in two rounds to rate each item on a 5-point Likert scale.Items were screened based on measures of central tendency and coordination(including total score,mean score,percentage of items rated as unimportant,and coefficient of variation).The weighted average method was used to determine item weights and construct the appraisal tool.Internal consistency was assessed using Cronbach’sαcoefficient.The finalized tool was pilot-tested by two reviewers independently appraising 20 case reports,with an additional four reviewers evaluating 5 of these cases to compare inter-rater consistency.Results A total of 9513 articles were retrieved,and 96 items from 25 articles were extracted.After two rounds of the Delphi method,27 items across 10 domains were retained.The Cron-bach’sαcoefficient was 0.72 in the first round(acceptable range),and 0.96 in the second round,indicating strong internal consistency.The tool was piloted by six reviewers,achieving a kappa value of 0.663 and a Kendall’s coefficient of concordance of 0.845,demonstrating high consistency among reviewers.Conclusion The developed TCM case report quality appraisal tool,consisting of 27 items in 10 domains,offers a scientific and reliable means of assessing the quality of TCM case reports.The tool showed high consistency and practical utility,and its application is expected to en-hance the standardization,scientific rigor,and evidence quality of TCM case reports,facilitat-ing the integration of traditional medical knowledge with modern evidence-based standards.
文摘Public institutions constitute a vital component of China’s public service system,playing a significant functional role in the nation’s social development and construction.Human resource(HR)management is a vital component of internal administration within these institutions.The integration of performance appraisal is crucial for enhancing the effectiveness of HR management and facilitating the smooth operation of all institutional functions.Based on this premise,this article first briefly outlines the value of applying performance appraisal in the HR management of public institutions.It then explores strategies for implementing performance appraisal within this context,aiming to provide insights for promoting the sustained and healthy development of public institutions.
文摘Based on the interpersonal function in Halliday’s systemic functional grammar,"Miranda Warnings",the typical English Police Caution,is analyzed from the aspects of Mood system,Modality system and Appraisal system,with the aim of exploring its interpersonal meanings.Results show that:first,the declarative mood and interrogative mood used in the police caution protect the legitimate rights of the interrogated;second,the widely use of Low value modal verbs demonstrates a more humane and democratic legislation principle;and third,the absence of Affect resources and the frequent application of Capacity resources narrow the interpersonal distance between policeman and the interrogated,reflecting the transformation in policeman’s interrogation practices.
基金Project(41061041)supported by the National Natural Science Foundation of ChinaProject(2010gzs0084)supported by the Natural Science Foundation of Jiangxi Province,China
文摘For the inefficiency and inaccuracy of appraisal method of traditional estate appraisal theory, the real estate appraisal system based on GIS and BP neural network was established. The structure of the system was designed which includes appraisal model, trade case, GIS database and query analysis module. With the help of the L-M algorithm in MATLAB software, BP neural network was improved and the trade cases were trained, then the BP neural network which has already been trained was tested. At the same time, the BP neural and GIS were put together to construct the hedonic price estimate model. The C# and ArcGIS9.3 were used to achieve the system in VS2008. City basic geographic data and real estate related information were used as the basic data in practice. The results show that the functions of querying, adding and editing the spatial data and attribute data are achieved and also the efficiency and accuracy of real estate are improved, so that the new method of real estate is provided by the system.
文摘The target of the text is to scientifically appraise dynamic development of surface deformation in subsidence area and its influence on groundwork stability of natural pipe and then adopt some technological measures to ensure safe circulation of natural pipeline. Analysed the influence on natural pipeline from coal mining subsidence in the way of pipeline grade variation, vertical curve variation, transverse deformation, horizontal pull and compression deformation and pipe stress variation etc., and described detailed surface subsidence product and its used time among initial phase, active phase and decline phase in the course of surface movement deformation time. In the context of considering surface subsidence that doesn＇t reach basic latter end and residual subsidence quantity, the text confirmed the calculation method of residual deformation in surface subsidence area, and gave the technological measures about building natural gas pipeline in subsidence area finally.
文摘As a prelude to the yearlong EU Intergovernmental Conference(IGC),theTurin summit of the EU held late March has once again evoked heated discussionson Europe’s integration among press and academic circles both at home andabroad.The idealists among them are grumbling that the pace of the integration
文摘Based on safety management appraisal theory, the decision system was divided into 5 function menu module, including system control module, mining coal and the tunneling working surface security evaluation module, the entire ore safety production condition appraisal module, the safety management level appraisal module of main production work area, the withdrawal system module and so on. The system operates through the constitutive procedure, outputs the main operation results by graph and form, and realizes the main function of safety evaluation.
文摘This paper proposes an improved performance appraisal system (PAS) that is based on the philosophy of total quality management(TQM). It focuses on understanding the customer′s (both management and employees) requirements for the PAS in order to prioritize and simplify the basic elements of the appraisal system and implementation process. The improved process is defined by performance planning, counseling and evaluation with assessments for individual, team and management contributions. In addition, reducing the rating scale to three categories should facilitate a very positive evaluation process for most employees and still allow a constructive focus on those individuals that must be improved. Finally, if people come first in the TQM organization, then the personnel systems must reflect this philosophy.
文摘Aiming at the target of enhancing agricultural competitive power and maintaining the sustainable countryside development, ＂the three dimensional innovation＂, namely the system innovation, the organization innovation, and the service innovation, is the basic way to raise the efficiency of productive factors, optimize the organizational structure and enhance the farmers＇ own organizational ability, thus it becomes an important proposition in the fundamental research and practice of China new countryside construction. Through the reorganization and analyses of the domestic academic achievements, this article chose ＂the county innovation in China new countryside construction＂ as the first level index, and ＂the three dimensional innovation＂ as the second level index. Totally four levels of indices, namely the strategy level, the mechanism level, the carrier level and the comment level, were introduced to construct the county innovation appraisal system. The further adjustment and supplement of the indices and the choices of computational method must be completed through spot investigation and case study.
基金support of National Social Science Foundation of China(Grant No.03CJL004)National Natural Science Foundation of China(Grant No.60074014).
文摘Linguistic-value appraisement extensively exists in artificial intelligence and social system. In the appraisement of enterprise human resource, there is a great amount of linguistic-value information. In order to improve the reasonability of the result of appraisement of enterprise human resource, we need to study the methods for processing the linguistic-value information. In this paper, a 2-stages method is proposed for processing the linguistic-value appraisement of enterprise human resource. At the first stage, we choose the experts familiar with the related field according to the appraisement goal and problem. At the second stage, we combine the appraisement results by D-S evidence theory or LOWA operator according to the nature of linguistic variable.
基金The work is supported by National key research and development plan of China(2016YFC0801408)the Graduate Science and Technology Innovation Project of Shandong University of Science and Technology(SDKDYC180344).
文摘This DC-YOLO Model was designed in order to improve the efficiency for appraising dangerous class of buildings and avoid manual intervention,thereby making the appraisal results more objective.It is an automated method designed based on deep learning and target detection algorithms to appraise the dangerous class of building masonry component.Specifically,it(1)adopted K-means clustering to obtain the quantity and size of the prior boxes;(2)expanded the grid size to improve identification to small targets;(3)introduced in deformable convolution to adapt to the irregular shape of the masonry component cracks.The experimental results show that,comparing with the conventional method,the DC-YOLO model has better recognition rates for various targets to different extents,and achieves good effects in precision,recall rate and F1 value,which indicates the good performance in classifying dangerous classes of building masonry component.
基金Supported by Fund of Post Doctoral Research in Heilongjiang Province(LSZH-04052)Fund of Scientific and Technical Research Projects(10551039)
文摘Scientific and technical progress has been the driving forces of enterprises development.Milk productive enterprises are developing faster and growing better.It is very important to measure the contributive ratio of scientific and technical progress in milk productive enterprises.And the appraisement could help to develop milk productive enterprises.The model C^2GS^2 was established to appraise the contributive ratio of scientific and technical progress in milk productive enterprises in the research.And the appraisement on the contributive ratio of scientific and technical progress in milk productive enterprises was made by the model.In the results of appraisement,science and technology play a main role in milk productive enterprises.It is shown that our milk productive enterprises are developed by scientific and technical progress while not by input of productive factors.
基金985 Construction Projects of Tongji,China(No.4218142801)
文摘Teachers are key participants in universities,and the performance appraisal of teacher is an important part of college work.By analyzing the data of behavior generated by different departments in university,analytic hierarchy process(AHP) is used to establish the preliminary library of performance indicators for teachers,and the correlation among all the performance indicators is inspected by using data mining method at this time.On this basis,a more objective,comprehensive and scientific performance appraisal system is constructed through principal components analysis(PCA),which is more suitable for university itself.Finally,in order to solve the problems existed in current performance appraisal system,a dynamic evaluation model is put forward by regulating the weight of indicator according to the historical data,highlighting the continuity of the system.
文摘The Stone Xinlong Computer Seal System jointly developed by the Stone Xinlong Software Corporation and the Beijing Seals And Arts Company has been confirmed by the China Seal-making Industrial Society at a technical appraisal meeting. Various shapes of seals, such as
文摘This study is a rapid appraisal procedure （RAP） of two forms of agriculture water delivery systems comprising two canal irrigation schemes and 26 Zimbabwean bush pumps in the Midlands and Masvingo Provinces. A longitudinal multiple data collection technique employed involved various primary and secondary sources including site visits, literature review, observation, interviews with key personnel and group discussions. General findings of this study indicate： （1） the available coping mechanisms in smallholder farming in a climate change context and （2） the challenges faced in the actual delivery of water in terms of design, management, physical and institutional factors. The study provides pragmatic recommendations for overall improvement and performance in a local, technical and socio-economic context through evaluation of the current situation, practices and processes. An integrated approach to addressing climate change impacts should include water management, rehabilitation, complete overhaul and introduction of other relevant water systems and water saving farming techniques. Yet, ownership of these technologies by communities remains instrumental. Rural development and agricultural policies that ensure maximum and full capacity utilisation of water systems to improve rural livelihoods, mitigation and adaptation to climate change are recommended.
