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Lightweight SOA-Based Twin-Engine Architecture for Enterprise Systems in Fixed and Mobile Environments 被引量:1
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作者 Tongguang Zhang Shuai Zhao +3 位作者 Budan Wu Maurizio Farina Bo Cheng Junliang Chen 《China Communications》 SCIE CSCD 2016年第9期183-194,共12页
Mobile devices as a popular computing platform for enterprise systems have enabled certain tasks to be executed out of office.However,the work may be interrupted due to the server shutdown or network disconnection whe... Mobile devices as a popular computing platform for enterprise systems have enabled certain tasks to be executed out of office.However,the work may be interrupted due to the server shutdown or network disconnection when employees access traditional single-engine Business Process Management System.To overcome this defect,we present a lightweight twin-engine architecture based on Service Oriented Architecture(SOA).In this paper,we discuss in detail the design and implementation of the architecture,and present a trigger mechanism to activate engines according to the states of hybrid environments since it is critical for the two types of engines to cooperate closely in hybrid environments with fixed and mobile computing resources.The experimental results validate the usability of the architecture. 展开更多
关键词 TWIN-ENGINE SOA enterprise system mobile environment
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Improving Equipment Management and Meeting the Requirements of Establishing Modern Enterprise System 被引量:1
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作者 Xue Chuangwen 《International Journal of Plant Engineering and Management》 2000年第3期103-110,共8页
Establishing modem enterprise system is the orientation of the reform of state-owned enterprises. Based on the management experience in Shanxi Aluminium Plant, this paper indicates that it is necessary that enterprise... Establishing modem enterprise system is the orientation of the reform of state-owned enterprises. Based on the management experience in Shanxi Aluminium Plant, this paper indicates that it is necessary that enterprise equipment management must set up a series of modern management concepts, explore feasible philosophy for equipment management with enterprise characteristics, and establish a set of scientific equipment management operational system in order to meet the requirements of establishing modern enterprise system and to promote the development of state-owned enterprises. 展开更多
关键词 equipment management modern enterprise system modern management concept
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China's Foreign Trade Enterprises and Modern Enterprise System
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作者 Qiu Xichun, Ministry of Foreign Trade And Economic Cooperation 《China's Foreign Trade》 1994年第8期3-4,共2页
Foreign trade enterprises in China are now reviving up their efforts in transforming their foreign trade operational mechanism in line with the requirements of a socialist market economic structure, and State enterpri... Foreign trade enterprises in China are now reviving up their efforts in transforming their foreign trade operational mechanism in line with the requirements of a socialist market economic structure, and State enterprises are being restructured into modern enterprises. Over the past few years, Chinese foreign trade enterprises have undergone progressively deepening reform, changing from carrying out State mandatory planning during the early days of reform into self-governing and profit- 展开更多
关键词 THAN China’s Foreign Trade enterprises and Modern enterprise system BODY
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Vice Premier Zou Jiahua on Modern Enterprise System
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作者 Jiang Min Staff Reporter 《China's Foreign Trade》 1995年第3期3-4,共2页
Vice Premier of the State Council Zou Jiahua made an important speech recently at the National Conference on Selecting Points for Experiments on the Modern Enterprise System. To start his speech, Zou made an analysis ... Vice Premier of the State Council Zou Jiahua made an important speech recently at the National Conference on Selecting Points for Experiments on the Modern Enterprise System. To start his speech, Zou made an analysis of the state of China’s enterprise reform. The Chinese government has for many years been concerned with the reform of enterprises, that of state-owned enterprises in particular. Since the reform and opening began, it has, based on the national conditions, given the enterprises more sell-decision rights, put the Stateowned industrial Enterprise Law of 展开更多
关键词 Vice Premier Zou Jiahua on Modern enterprise system
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Devive and Integration in Enterprise System IEC SC65E WG7 2008(东京)年会会议纪要
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《仪器仪表标准化与计量》 2008年第4期1-1,共1页
关键词 IEC WG Devive and Integration in enterprise system IEC SC65E WG7 2008 会议纪要 会议录 功能块 东京 日本 会议日程 会议时间安排 过程控制 计算机控制 SC
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Implementing Enterprise Systems for Management: A Case of Kenyan Universities
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作者 Clement Nyandiere Faustin Kamuzora +1 位作者 Ismail Ateya Lukandu Vincent Omwenga 《Computer Technology and Application》 2012年第8期558-563,共6页
Kenyan universities, as other business entities, are implementing various information systems to facilitate their operations. The systems include enterprise systems which are implemented to enhance institutional manag... Kenyan universities, as other business entities, are implementing various information systems to facilitate their operations. The systems include enterprise systems which are implemented to enhance institutional management given their emphasis on standardisation, streamlining, and integration of business operations. In this study, the authors have established that Kenyan universities have mainly implemented systems for finance and accounting, student admissions, examinations management, and library services. The authors have also established that there are no significant differences in information systems needs among Kenyan universities, but there are significant differences in strengths and weaknesses among the private and public universities in the capabilities of systems they have implemented. The authors have further established that despite fears especially on delays in projects implementation and system costs, Kenyan universities are in a position to implement enterprise systems to facilitate their operations. However, the universities need to allocate more funds to systems implementation if they have to successfully implement enterprise systems which generally require more resources than ordinary software applications. 展开更多
关键词 enterprise resource planning systems (ERPs) information systems university management.
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Research and Implementation of Single Sign-on in Enterprise Systems Application Integration
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作者 Zhihong Wang Yi Guo +3 位作者 Wenwu Tang Yongbin Xu Bicheng Feng Qin Hou 《国际计算机前沿大会会议论文集》 2016年第2期45-47,共3页
Single Sign-on(SSO)is an effective unified authentication and authorization mechanism that makes users access to all integrated applications that trust each other from one single-sign-on site.This paper starts from th... Single Sign-on(SSO)is an effective unified authentication and authorization mechanism that makes users access to all integrated applications that trust each other from one single-sign-on site.This paper starts from the basic principle analysis of CAS,a single sign-on solution.In order to solve the problems of complex permissions assignment and inflexibility of mounting existent applications,an extended CAS SSO solution,named Ext-CAS SSO,is proposed in a procedure of enterprise systems integration.Furthermore,this paper states the full structure,working protocol and concrete implementation of Ext-CAS SSO in different scenarios.At last,a questionnaire survey regarding the related systems is conducted to testify the user experience. 展开更多
关键词 SSO CAS enterprise systems application integration UNIFIED AUTHENTICATION
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Impact of the carbon market on investment benefits of power-grid enterprises in China: a system dynamics analysis
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作者 Wanning Mao Liang Hu +3 位作者 Wenjuan Niu Xiaorong Sun Lili Hao Abimbola Susan Ajagun 《Global Energy Interconnection》 EI CSCD 2024年第4期402-414,共13页
The power grid,as the hub connecting the power supply and consumption sides,plays an important role in achieving carbon neutrality in China.In emerging carbon markets,assessing the investment benefits of power-grid en... The power grid,as the hub connecting the power supply and consumption sides,plays an important role in achieving carbon neutrality in China.In emerging carbon markets,assessing the investment benefits of power-grid enterprises is essential.Thus,studying the impact of the carbon market on the investment and operation of powergrid enterprises is key to ensuring their efficient operation.Notably,few studies have examined the interaction between the carbon and electricity markets using system dynamics models,highlighting a research gap in this area.This study investigates the impact of the carbon market on the investment of power-grid enterprises using a novel evaluation system based on a system dynamics model that considers carbon-emissions from an established carbon-emission accounting model.First,an index system for benefit evaluation was constructed from six aspects:financing ability,economic benefit,reliability,social responsibility,user satisfaction,and carbon-emissions.A system dynamics model was then developed to reflect the causal feedback relationship between the impact of the carbon market on the investment and operation of power-grid enterprises.The simulation results of a provincial power-grid enterprise analyze comprehensive investment evaluation benefits over a 10-year period and the impact of carbon emissions on the investment and operation of power-grid enterprises.This study provides guidelines for the benign development of power-grid enterprises within the context of the carbon market. 展开更多
关键词 Carbon market Power-grid enterprises Investment benefit evaluation system dynamics analysis
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Research on Partner Selection in Enterprise Innovation Ecosystem
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作者 Shuang Luo Junxi Gao Weiwei Deng 《Proceedings of Business and Economic Studies》 2024年第1期99-103,共5页
In the face of fierce market competition,enterprises must ensure the competitiveness of their products or services through technological innovation.However,the complexity of technology often surpasses the capabilities... In the face of fierce market competition,enterprises must ensure the competitiveness of their products or services through technological innovation.However,the complexity of technology often surpasses the capabilities of individual enterprises,leading them to deepen cooperation with other organizations.The entities within the enterprise innovation ecosystem depend on each other,collaborate closely,and rely on core enterprises to integrate resources,thereby creating system value and enhancing competitiveness.The purpose of this paper is to explore the process of selecting appropriate ecosystem partners.It begins by providing an overview of relevant concepts,characteristics,selection factors,and methods.Subsequently,it analyzes the roles,resources,and synergy evolution of the entities within the ecosystem.An evaluation system encompassing operation,core,synergy,and development capability is then established.This system comprises 16 indicators,including organization scale and reputation,and is accompanied by a hierarchical evaluation model.Finally,the validity of the evaluation system is confirmed through empirical analysis,utilizing the Analytic Hierarchy Process(AHP)and the fuzzy comprehensive evaluation method. 展开更多
关键词 enterprise innovation ecosystem Partner selection Core enterprise
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Lvis支架与Enterprise支架辅助弹簧圈栓塞治疗颅内宽颈动脉瘤的临床效果及预后对比研究
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作者 李志锋 孙永 刘永玲 《现代医学与健康研究电子杂志》 2024年第20期64-67,共4页
目的对比分析Lvis支架与Enterprise支架辅助弹簧圈栓塞对颅内宽颈动脉瘤患者栓塞效果、预后效果的影响及安全性。方法回顾性分析青海红十字医院2020年9月至2023年9月收治的147例颅内宽颈动脉瘤患者的临床资料,所有患者均行支架辅助弹簧... 目的对比分析Lvis支架与Enterprise支架辅助弹簧圈栓塞对颅内宽颈动脉瘤患者栓塞效果、预后效果的影响及安全性。方法回顾性分析青海红十字医院2020年9月至2023年9月收治的147例颅内宽颈动脉瘤患者的临床资料,所有患者均行支架辅助弹簧圈栓塞术治疗,根据所使用的不同支架分为Enterprise支架组(72例,动脉瘤个数74枚)和Lvis支架组(75例,动脉瘤个数78枚)。比较两组患者术后即刻Raymond分级情况、并发症发生率、出院时和出院后6个月改良Rankin量表(m RS)评分。结果Lvis支架组患者术后即刻Raymond分级Ⅰ级占比高于Enterprise支架组,Ⅱ级、Ⅲ级占比低于Enterprise支架组(P<0.05);两组患者手术相关并发症总发生率,出院时和出院后6个月mRS评分比较,差异均无统计学意义(均P>0.05)。结论与Enterprise支架辅助弹簧圈栓塞治疗颅内宽颈动脉瘤相比,Lvis支架在术后即刻的栓塞效果更佳,但两种支架手术相关并发症和术后短期预后情况相当。 展开更多
关键词 颅内宽颈动脉瘤 弹簧圈栓塞 Lvis支架 enterprise支架 Raymond分级 并发症 预后
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Process Discovery and Refinement of an Enterprise Management System
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作者 Faizan Ahmed Khan Farooq Ahmad +1 位作者 Arfat Ahmad Khan Chitapong Wechtaisong 《Computer Systems Science & Engineering》 SCIE EI 2023年第3期2019-2032,共14页
The need for the analysis of modern businesses is rapidly increasing as the supporting enterprise systems generate more and more data.This data can be extremely valuable for executing organizations because the data al... The need for the analysis of modern businesses is rapidly increasing as the supporting enterprise systems generate more and more data.This data can be extremely valuable for executing organizations because the data allows constant monitoring,analyzing,and improving the underlying processes,which leads to the reduction of cost and the improvement of the quality.Process mining is a useful technique for analyzing enterprise systems by using an event log that contains behaviours.This research focuses on the process discovery and refinement using real-life event log data collected from a large multinational organization that deals with coatings and paints.By investigating and analyzing their order handling pro-cesses,this study aims at learning a model that gives insight inspection of the processes and performance analysis.Furthermore,the animation is also performed for the better inspection,diagnostics,and compliance-related questions to specify the system.The configuration of the system and the conformance checking for further enhancement is also addressed in this research.To achieve the objectives,this research uses process mining techniques,i.e.process discovery in the form of formal Petri nets models with the help of process maps,and process refinement through conformance checking and enhancement.Initially,the identified executed process is reconstructed by using the process discovery techniques.Following the reconstruction,we perform a deep analysis for the underlying process to ensure the process improvement and redesigning.Finally,some recommendations are made to improve the enterprise management system processes. 展开更多
关键词 Process mining enterprise management system business process management process discovery conformance analysis process enhancement
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Enterprise 2支架治疗颅内动脉瘤的临床效果分析
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作者 徐杰 朱剑锋 +1 位作者 朱东红 宋冬冬 《智慧健康》 2024年第3期148-151,共4页
目的 研究分析颅内动脉瘤在临床治疗环节中Enterprise 2支架的应用效果。方法 选取2021年6月—2022年12月在本院接受治疗的60例颅内动脉瘤患者展开试验分析,按照其治疗方式进行分组,将采用Enterprise 2支架展开治疗的患者作为观察组,选... 目的 研究分析颅内动脉瘤在临床治疗环节中Enterprise 2支架的应用效果。方法 选取2021年6月—2022年12月在本院接受治疗的60例颅内动脉瘤患者展开试验分析,按照其治疗方式进行分组,将采用Enterprise 2支架展开治疗的患者作为观察组,选择保守治疗的患者30例作为对照组,对比两组患者治疗成功率以及临床症状改善情况。结果 经治疗,观察组患者治疗成功率显著高于对照组(P<0.05);经过6个月的随访发现,观察组患者临床症状改善情况显著优于对照组,差异具有统计学意义(P<0.05);观察组患者满意度显著优于对照组,差异具有统计学意义(P<0.05)。结论 Enterprise 2支架治疗操作比较简单,并且可以取得良好的治疗效果,相较于保守治疗而言,治疗效果显著,可以有效改善患者预后,值得在临床推广应用。 展开更多
关键词 enterprise 2支架 颅内动脉瘤 保守治疗
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Shipbuilding—An Analysis from the Perspective of Enterprise Resources Planning System
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作者 Mihaela-Greti Manea Emil Manea 《World Journal of Engineering and Technology》 2023年第1期81-112,共32页
Designed as a tool for business intelligence, resource planning is used to manage the essentials of a business by integrating processes into a single system. Enterprise Resource Planning (ERP) solutions ensure all the... Designed as a tool for business intelligence, resource planning is used to manage the essentials of a business by integrating processes into a single system. Enterprise Resource Planning (ERP) solutions ensure all the organizational, operational, and procedural structures interconnection, which can be both an advantage and a disadvantage, knowing that inefficiency within one structure will lead to inefficiency in others. The originality of the approach consists in the unitary analysis of all processes which shipbuilding involves (design;evaluation of ship construction possibilities;contracting of works;contracting of supply of materials and equipment;presentation of inspections for the completed works reception;delivery of the ship into operation). The systemic approach is a notable contribution by highlighting the input and output quantities for the analyzed processes. Also, where it was found relevant, the diagrams highlight the owners of the process and show the interconnectivity of the functional departments within a shipyard. Although it is obviously the expression of in-depth knowledge of the peculiarities of Romanian shipyards, the authors hope that the work can support any shipyard that may be interested in knowing these structures (as a logical scheme mandatory to design a custom ERP software system). 展开更多
关键词 SHIPBUILDING SHIPYARD Production Structures enterprise Resource Planning Processes Flow
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Survey and Prospect for Applying Knowledge Graph in Enterprise Risk Management
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作者 Pengjun Li Qixin Zhao +3 位作者 Yingmin Liu Chao Zhong Jinlong Wang Zhihan Lyu 《Computers, Materials & Continua》 SCIE EI 2024年第3期3825-3865,共41页
Enterprise risk management holds significant importance in fostering sustainable growth of businesses and in serving as a critical element for regulatory bodies to uphold market order.Amidst the challenges posed by in... Enterprise risk management holds significant importance in fostering sustainable growth of businesses and in serving as a critical element for regulatory bodies to uphold market order.Amidst the challenges posed by intricate and unpredictable risk factors,knowledge graph technology is effectively driving risk management,leveraging its ability to associate and infer knowledge from diverse sources.This review aims to comprehensively summarize the construction techniques of enterprise risk knowledge graphs and their prominent applications across various business scenarios.Firstly,employing bibliometric methods,the aim is to uncover the developmental trends and current research hotspots within the domain of enterprise risk knowledge graphs.In the succeeding section,systematically delineate the technical methods for knowledge extraction and fusion in the standardized construction process of enterprise risk knowledge graphs.Objectively comparing and summarizing the strengths and weaknesses of each method,we provide recommendations for addressing the existing challenges in the construction process.Subsequently,categorizing the applied research of enterprise risk knowledge graphs based on research hotspots and risk category standards,and furnishing a detailed exposition on the applicability of technical routes and methods.Finally,the future research directions that still need to be explored in enterprise risk knowledge graphs were discussed,and relevant improvement suggestions were proposed.Practitioners and researchers can gain insights into the construction of technical theories and practical guidance of enterprise risk knowledge graphs based on this foundation. 展开更多
关键词 Knowledge graph enterprise risk risk identification risk management review
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Evolutionary analysis of green credit and automobile enterprises under the mechanism of dynamic reward and punishment based on government regulation
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作者 Yu Dong Xiaoyu Huang +1 位作者 Hongan Gan Xuyang Liu 《中国科学技术大学学报》 CAS CSCD 北大核心 2024年第5期49-62,I0007,共15页
To explore the green development of automobile enterprises and promote the achievement of the“dual carbon”target,based on the bounded rationality assumptions,this study constructed a tripartite evolutionary game mod... To explore the green development of automobile enterprises and promote the achievement of the“dual carbon”target,based on the bounded rationality assumptions,this study constructed a tripartite evolutionary game model of gov-ernment,commercial banks,and automobile enterprises;introduced a dynamic reward and punishment mechanism;and analyzed the development process of the three parties’strategic behavior under the static and dynamic reward and punish-ment mechanism.Vensim PLE was used for numerical simulation analysis.Our results indicate that the system could not reach a stable state under the static reward and punishment mechanism.A dynamic reward and punishment mechanism can effectively improve the system stability and better fit real situations.Under the dynamic reward and punishment mechan-ism,an increase in the initial probabilities of the three parties can promote the system stability,and the government can im-plement effective supervision by adjusting the upper limit of the reward and punishment intensity.Finally,the implementa-tion of green credit by commercial banks plays a significant role in promoting the green development of automobile enter-prises. 展开更多
关键词 automobile enterprises green credit system dynamics reward and punishment mechanism
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Research on Pathways of How Digital Transformation Affects the Business Performance of MEEC Enterprises in Chengdu
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作者 Zhu Yurong Luo Ziling 《Contemporary Social Sciences》 2024年第1期99-121,共23页
This paper aims to examine the impact of digital transformations on the business performance of the meetings,expositions,events,and conventions(MEEC)industry in Chengdu by conducting an empirical analysis of 68 MEEC e... This paper aims to examine the impact of digital transformations on the business performance of the meetings,expositions,events,and conventions(MEEC)industry in Chengdu by conducting an empirical analysis of 68 MEEC enterprises in the city.The study employed the fuzzy-set qualitative comparative analysis(fsQCA)method to explore the pathways and factors involved.Drawing on the theory of synergetics,nine condition variables were carefully selected from four dimensions:digital technologies,digital strategy,digital infrastructure,and digital innovation.The findings revealed that digital transformations were an intricate systematic process,whereby a single factor alone did not serve as a necessary condition for MEEC enterprises to achieve high business performance.The analysis identified five distinct pathways that would lead to high performance,which can be categorized into three distinct models:the“organization-human resources”dominated model,the“human resources-infrastructure”driven model,and the multi-factor coordination model.The analysis also identified two pathways that would result in low performance,categorized as the“basic condition absent”model.Notably,there was substantial heterogeneity observed in the configurational pathways in terms of the magnitude of the impact of digital transformation on business performance across MEEC enterprises of different sizes.This paper suggests that the government should assume the role of a platform,providing policy and financial support to MEEC enterprises to help guide them through the process of digital transformation and that MEEC enterprises themselves should seize the opportunities arising from digital transformation to strengthen their digital infrastructure construction,human resources development,and innovation in brand building.This study presents empirical evidence that contributes to the understanding of the transformation process of MEEC enterprises within the digital economy era,as well as valuable insights into understanding the channels and internal conditions involved in digital transformations. 展开更多
关键词 MEEC enterprises business performance fsQCA digital transformation
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Neuroform Atlas支架与Enterprise支架辅助弹簧圈栓塞治疗颅内宽颈动脉瘤的效果比较
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作者 马学雷 耿守科 《中国实用医药》 2024年第15期1-5,共5页
目的探讨Neuroform Atlas支架与Enterprise支架辅助弹簧圈栓塞治疗颅内宽颈动脉瘤(IWA)的效果。方法选取IWA患者72例,采用随机数字表法分为A、B组,每组36例。A组采用Neuroform Atlas支架辅助弹簧圈栓塞治疗,B组采用Enterprise支架辅助... 目的探讨Neuroform Atlas支架与Enterprise支架辅助弹簧圈栓塞治疗颅内宽颈动脉瘤(IWA)的效果。方法选取IWA患者72例,采用随机数字表法分为A、B组,每组36例。A组采用Neuroform Atlas支架辅助弹簧圈栓塞治疗,B组采用Enterprise支架辅助弹簧圈栓塞治疗。比较两组Raymond分级、脑血流灌注情况、改良Rankin量表(mRS)评分及并发症发生率。结果A组和B组术后即刻Raymond分级Ⅰ级占比分别为75.00%(27/36)、66.67%(24/36),比较差异不显著(P>0.05);两组术后即刻Raymond分级比较,差异不显著(P>0.05);A组术后6个月Raymond分级Ⅰ级占比为83.33%(30/36),高于B组的61.11%(22/36)(P<0.05);A组术后6个月Raymond分级优于B组(P<0.05)。A组和B组术前局部脑血容量(rCBV)、颅内压(ICP)比较,差异不显著(P>0.05);A组和B组术后6个月rCBV均高于术前,ICP均低于术前,且A组术后6个月rCBV(2.18±0.42)ml/100 g高于B组的(1.95±0.33)ml/100 g,ICP(16.24±2.63)mm Hg(1 mm Hg=0.133 kPa)低于B组的(18.52±2.70)mm Hg(P<0.05)。随访6个月,A组mRS评分0~2分占比94.44%高于B组的77.78%(P<0.05)。两组并发症发生率比较,差异不显著(P>0.05)。结论与Enterprise支架相比,Neuroform Atlas支架辅助弹簧圈栓塞治疗IWA的完全闭塞率更高,同时能更好地改善患者脑血流灌注和短期预后,而两种支架的并发症发生率相似。 展开更多
关键词 颅内宽颈动脉瘤 弹簧圈栓塞 enterprise支架 Neuroform Atlas支架 脑血流灌注
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Contract Mechanism of Water Environment Regulation for Small and Medium Sized Enterprises Based on Optimal Control Theory
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作者 Shuang Zhao Hongbin Gu +2 位作者 Lianfang Xue Dongsheng Wang Bin Huang 《Journal of Water Resource and Protection》 CAS 2024年第7期538-556,共20页
The small and scattered enterprise pattern in the county economy has formed numerous sporadic pollution sources, hindering the centralized treatment of the water environment, increasing the cost and difficulty of trea... The small and scattered enterprise pattern in the county economy has formed numerous sporadic pollution sources, hindering the centralized treatment of the water environment, increasing the cost and difficulty of treatment. How enterprises can make reasonable decisions on their water environment behavior based on the external environment and their own factors is of great significance for scientifically and effectively designing water environment regulation mechanisms. Based on optimal control theory, this study investigates the design of contractual mechanisms for water environmental regulation for small and medium-sized enterprises. The enterprise is regarded as an independent economic entity that can adopt optimal control strategies to maximize its own interests. Based on the participation of multiple subjects including the government, enterprises, and the public, an optimal control strategy model for enterprises under contractual water environmental regulation is constructed using optimal control theory, and a method for calculating the amount of unit pollutant penalties is derived. The water pollutant treatment cost data of a paper company is selected to conduct empirical numerical analysis on the model. The results show that the increase in the probability of government regulation and public participation, as well as the decrease in local government protection for enterprises, can achieve the same regulatory effect while reducing the number of administrative penalties per unit. Finally, the implementation process of contractual water environmental regulation for small and medium-sized enterprises is designed. 展开更多
关键词 Optimal Control Theory Small and Medium-Sized enterprises Water Environment Regulation Contract Mechanism
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Optimizing Enterprise Conversational AI: Accelerating Response Accuracy with Custom Dataset Fine-Tuning
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作者 Yash Kishore 《Intelligent Information Management》 2024年第2期65-76,共12页
As the realm of enterprise-level conversational AI continues to evolve, it becomes evident that while generalized Large Language Models (LLMs) like GPT-3.5 bring remarkable capabilities, they also bring forth formidab... As the realm of enterprise-level conversational AI continues to evolve, it becomes evident that while generalized Large Language Models (LLMs) like GPT-3.5 bring remarkable capabilities, they also bring forth formidable challenges. These models, honed on vast and diverse datasets, have undoubtedly pushed the boundaries of natural language understanding and generation. However, they often stumble when faced with the intricate demands of nuanced enterprise applications. This research advocates for a strategic paradigm shift, urging enterprises to embrace a fine-tuning approach as a means to optimize conversational AI. While generalized LLMs are linguistic marvels, their inability to cater to the specific needs of businesses across various industries poses a critical challenge. This strategic shift involves empowering enterprises to seamlessly integrate their own datasets into LLMs, a process that extends beyond linguistic enhancement. The core concept of this approach centers on customization, enabling businesses to fine-tune the AI’s functionality to fit precisely within their unique business landscapes. By immersing the LLM in industry-specific documents, customer interaction records, internal reports, and regulatory guidelines, the AI transcends its generic capabilities to become a sophisticated conversational partner aligned with the intricacies of the enterprise’s domain. The transformative potential of this fine-tuning approach cannot be overstated. It enables a transition from a universal AI solution to a highly customizable tool. The AI evolves from being a linguistic powerhouse to a contextually aware, industry-savvy assistant. As a result, it not only responds with linguistic accuracy but also with depth, relevance, and resonance, significantly elevating user experiences and operational efficiency. In the subsequent sections, this paper delves into the intricacies of fine-tuning, exploring the multifaceted challenges and abundant opportunities it presents. It addresses the technical intricacies of data integration, ethical considerations surrounding data usage, and the broader implications for the future of enterprise AI. The journey embarked upon in this research holds the potential to redefine the role of conversational AI in enterprises, ushering in an era where AI becomes a dynamic, deeply relevant, and highly effective tool, empowering businesses to excel in an ever-evolving digital landscape. 展开更多
关键词 Fine-Tuning DATASET AI CONVERSATIONAL enterprise LLM
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Enterprise Value Valuation-BYD as an Example Based on SWOT Model and Multiple Regression Model
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作者 YANG Siqi 《Management Studies》 2024年第4期197-217,共21页
BYD is one of the largest new energy vehicle companies in China.Analyzing its scenario and the factors that affect its value helps to understand and identify development opportunities and potential problems.On one han... BYD is one of the largest new energy vehicle companies in China.Analyzing its scenario and the factors that affect its value helps to understand and identify development opportunities and potential problems.On one hand,this paper makes a qualitative analysis of BYD,using SWOT model to study the internal capability and external environment of BYD.On the other hand,the multiple regression model is used for quantitative analysis of BYD’s enterprise value,and the model is established based on three factors:enterprise fundamentals,investor behavior and psychology,and macroeconomic policy uncertainty,and the stepwise regression is carried out.The results show that the increase of institutional investors’shareholding ratio,the increase of investor sentiment index,and the increase of M2 growth rate will increase the overall enterprise value,while the increase of economic policy uncertainty will decrease the enterprise value. 展开更多
关键词 BYD enterprise value multiple regression analysis investor behavior and psychology macroeconomic policy uncertainty
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