A Method to Improve the Accuracy of Personal Information Detection

It is necessary to confirm the personal data factors and the rules of verification before conducting personal data detection. So that the detection method can be written in the subsequent implementation of the automatic detection tool. This paper will conduct experiments on common personal data factor rules, including domestic personal identity numbers and credit card numbers with checksums. We use ChatGPT to test the accuracy of identifying personal information like ID card identification numbers or credit card numbers. And then use personal data correlation to reduce the time for personal data identification. Although the number of personal information factors found has decreased, it has had a better effect on the actual manual personal data identification. The result shows that it saves about 45% of the calculation time, and the execution efficiency of the accuracy is also improved with the original method by about 22%, which is about 2.2 times higher than the general method. Therefore, the method proposed in this paper can accurately and effectively find out the leftover personal information in the enterprise. .

Identification and Validation of Social Media Socio-Technical Information Security Factors with Respect to Usable-Security Principles

The goal of this manuscript is to present a research finding, based on a study conducted to identify, examine, and validate Social Media (SM) socio-technical information security factors, in line with usable-security principles. The study followed literature search techniques, as well as theoretical and empirical methods of factor validation. The strategy used in literature search includes Boolean keywords search, and citation guides, using mainly web of science databases. As guided by study objectives, 9 SM socio-technical factors were identified, verified and validated. Both theoretical and empirical validation processes were followed. Thus, a theoretical validity test was conducted on 45 Likert scale items, involving 10 subject experts. From the score ratings of the experts, Content Validity Index (CVI) was calculated to determine the degree to which the identified factors exhibit appropriate items for the construct being measured, and 7 factors attained an adequate level of validity index. However, for reliability test, 32 respondents and 45 Likert scale items were used. Whereby, Cronbach’s alpha coefficient (α-values) were generated using SPSS. Subsequently, 8 factors attained an adequate level of reliability. Overall, the validated factors include;1) usability—visibility, learnability, and satisfaction;2) education and training—help and documentation;3) SM technology development—error handling, and revocability;4) information security —security, privacy, and expressiveness. In this case, the confirmed factors would add knowledge by providing a theoretical basis for rationalizing information security requirements on SM usage.

Factors Obstructing Rural Informationization Development of Pingshan County of Hebei Province

The purpose of rural informationization is to provide effective information for farmers,increase production efficiency and income level of farmers in agricultural production.In recent years,under the guidance of No.1 document of central government,China's rural informationization has obtained considerable development.However,due to influence of terrain,mountain areas are still backward in informationization development.Combining actual conditions of Pingshan County of Hebei Province,the authors visited local farmers and made detailed survey on basic conditions of farmers,and analyzed factors obstructing agricultural informationization development in mountain areas,to provide theoretical reference for promoting informationization development in mountain areas and increasing income of local farmers.

Contribution Rate of Agricultural Informationization to Growth of Agricultural Economy in Hubei Province and Its Influencing Factors

Agricultural informationization is the objective demand for transforming the traditional agriculture and promoting the development of agricultural modernization. Using the statistical data of the gross agricultural output value of Hubei Province in 2005-2014,based on the C-D production function,it calculated the average contribution rate(2. 48%) of agricultural informationization to the growth of agricultural economy in Hubei Province,indicating that agricultural informationization can promote growth of agricultural economy. This is basically consistent with previous findings. In addition,investment in agricultural informationization and broadband access rate also influenced the growth of agricultural economy in Hubei Province. Therefore,government should further improve the infrastructure of agricultural informationization,strengthen training of farmers’ information skills,establish auxiliary mechanism for achievement feedback of information-based agricultural production,increase the contribution rate of informationization to agricultural operation and management,promote the contribution of informationization to the growth of agricultural economy,so as to increase agricultural income of farmers.

SIRT1 inhibits apoptosis of human lens epithelial cells through suppressing endoplasmic reticulum stress in vitro and in vivo

AIM:To explore the effect of silent information regulator factor 2-related enzyme 1(SIRT1)on modulating apoptosis of human lens epithelial cells(HLECs)and alleviating lens opacification of rats through suppressing endoplasmic reticulum(ER)stress.METHODS:HLECs(SRA01/04)were treated with varying concentrations of tunicamycin(TM)for 24h,and the expression of SIRT1 and C/EBP homologous protein(CHOP)was assessed using real-time quantitative polymerase chain reaction(RT-PCR),Western blotting,and immunofluorescence.Cell morphology and proliferation was evaluated using an inverted microscope and cell counting kit-8(CCK-8)assay,respectively.In the SRA01/04 cell apoptosis model,which underwent siRNA transfection for SIRT1 knockdown and SRT1720 treatment for its activation,the expression levels of SIRT1,CHOP,glucose regulated protein 78(GRP78),and activating transcription factor 4(ATF4)were examined.The potential reversal of SIRT1 knockdown effects by 4-phenyl butyric acid(4-PBA;an ER stress inhibitor)was investigated.In vivo,age-related cataract(ARC)rat models were induced by sodium selenite injection,and the protective role of SIRT1,activated by SRT1720 intraperitoneal injections,was evaluated through morphology observation,hematoxylin and eosin(H&E)staining,Western blotting,and RT-PCR.RESULTS:SIRT1 expression was downregulated in TMinduced SRA01/04 cells.Besides,in SRA01/04 cells,both cell apoptosis and CHOP expression increased with the rising doses of TM.ER stress was stimulated by TM,as evidenced by the increased GRP78 and ATF4 in the SRA01/04 cell apoptosis model.Inhibition of SIRT1 by siRNA knockdown increased ER stress activation,whereas SRT1720 treatment had opposite results.4-PBA partly reverse the adverse effect of SIRT1 knockdown on apoptosis.In vivo,SRT1720 attenuated the lens opacification and weakened the ER stress activation in ARC rat models.CONCLUSION:SIRT1 plays a protective role against TM-induced apoptosis in HLECs and slows the progression of cataract in rats by inhibiting ER stress.These findings suggest a novel strategy for cataract treatment focused on targeting ER stress,highlighting the therapeutic potential of SIRT1 modulation in ARC development.

Parametric message passing-based relative navigation in joint tactical information distribution system

Relative navigation is a key feature in the joint tactical information distribution system（JTIDS）.A parametric message passing algorithm based on factor graph is proposed to perform relative navigation in JTIDS.First of all,the joint posterior distribution of all the terminals＇ positions is represented by factor graph.Because of the nonlinearity between the positions and time-of-arrival（TOA） measurement,messages cannot be obtained in closed forms by directly using the sum-product algorithm on factor graph.To this end,the Euclidean norm is approximated by Taylor expansion.Then,all the messages on the factor graph can be derived in Gaussian forms,which enables the terminals to transmit means and covariances.Finally,the impact of major error sources on the navigation performance are evaluated by Monte Carlo simulations,e.g.,range measurement noise,priors of position uncertainty and velocity noise.Results show that the proposed algorithm outperforms the extended Kalman filter and cooperative extended Kalman filter in both static and mobile scenarios of the JTIDS.

Ethnobotany of food,medicinal,construction and household utilities producing plants in Cikaniki,Gunung Halimun Salak National Park,Indonesia

The community living around the Cikaniki Area of Gunung Halimun Salak National Park(CAGHSNP)uses various plants to fulfill their needs.Their habits are related to indigenous knowledge of using plants as food,medicine,construction,and household utilities,which dynamic societal changes have not displaced.This study aimed to inventory and update potential plants used as food,medicine,construction,and household utilities by local communities in the Cikaniki area,and measure and analyze their cultural and ethnobotanical value.This study objected to five hamlets in the Cikaniki at Malasari Village,Nanggung District,Bogor Regency,West Java,Indonesia.The quantitative analysis was calculated based on the Informant Consensus Factor,Fidelity Level,and Use Value.We analyzed the qualitative data based on the data collection through observation,interviews,and documentation from informants and respondents in five hamlets.The study recorded 199 plant species from 75 families used by the community of CA-GHSNP.The most utilized species in Cikaniki were Staurogyne elongata,Caryota mitis,Blumea balsamifera,Castanopsis argentea,Pilea melastomoides,and Piper betle.There are 72 species of plants used as food,122species for medicinal purposes,and 50 species of plants used for construction and household utilities.The potential plant species in the CA-GHSNP,their utilization categories,and recommendation for conservation strategy are discussed.

BIM技术在风景名胜区规划中的应用探索——以长江三峡风景名胜区为例

基于建筑行业中BIM的应用情况,结合规划本身的需求和特点,将BIM应用于风景名胜区规划业务内容之中,以风景区规划范围的科学决策为实践的切入点和重点,探讨其应用方法和发展前景。通过初步构建风景名胜区规划数据库,以信息化技术手段对地形地貌、地表覆被、人文因子等各方面的因子进行分析、综合、叠加,进而提出风景名胜区规划建议,为风景名胜区的范围划定和用地适宜性分区划定提供依据,从科学技术角度支撑风景名胜区规划,提高风景名胜区规划编制与规划管理的科学水平。

物流信息化因素识别与选取的探讨

物流信息化因素识别与选取是对物流信息化相关问题进行分析和研究的基础。通过阐述物流信息化概念,分析物流信息化系统及其组成结构,依据物流信息化系统组成框架,针对物流信息化因素识别问题设计物流信息化因素调查量表,采用因素分析法并运用统计分析软件对量表数据进行处理分析,提取6个因素作为物流信息化主因素,从而实现对物流信息化因素的识别与选取。

全国及各省市信息化水平测度

信息化发展水平已经成为衡量国家或区域竞争力的重要标志。本文根据国家信息化指标体系以及信息化的6要素制定了信息化评价指标,并对全国各省市信息化建设进行测度,分析其发展水平。

我国农村信息化影响因素的关系结构分析

根据农村信息化理论和相关文献,结合专家调查法,筛选并确定了我国农村信息化的20个主要影响因素。应用解析结构模型(ISM)法分析了这些因素的关系结构,构造了一个6级递阶结构模型,从而确定了"农村信息化政策制定、执行及效果"这个因素是整个农村信息化系统的深层影响因素。

农业信息化服务于生态文明建设的制约因素及对策

农村生态文明建设是我国生态文明建设的重要组成部分,利用农业信息化服务于生态文明建设是促进农村生态文明建设的有效途径之一。分析农业信息化服务于农村生态文明建设的制约因素,从法律法规、教育宣传、加速农业信息化进程及样板村的研究等方面提出相应对策,以利于农业信息化更好地为农村生态文明建设服务。

西部地区企业信息化关键驱动因素的实证研究

在影响企业信息化建设成败的诸多因素中,存在着关键驱动因素,它们随着外界环境和企业自身内在条件的变化而不同。本文对地处西部欠发达地区的广西企业进行实证调研,运用主成分分析方法归纳出影响西部地区企业信息化建设的关键驱动因素主要有:企业对信息化的整体支持、企业的信息化管理水平、企业在信息化方面的技术实力、企业信息化的外部环境和企业间信息化互动。并且,通过与其他区域的信息化关键因素的对比分析,对西部欠发达地区的企业信息化建设提出相关建议。

校长信息化领导力的影响因素及培养路径

校长信息化领导力是影响学校信息化发展的关键因素。借鉴技术接受模型,从技术融入的角度提炼出校长信息化领导力的影响因素,并以365名中小学校长为研究对象,开展实证调研及数据分析。数据分析结果表明:感知易用性、感知有用性、使用态度以及领导行为意向均是校长信息化领导力的影响因素;校长的信息化领导力直接受感知有用性以及领导行为意向的正向影响;使用态度对校长的领导行为意向具有直接的正向作用效应;感知易用性对感知有用性、使用态度以及领导行为意向均有直接的正向影响效应。基于数据分析结果,提出校长信息化领导力的培养路径:以提升感知有用性与塑造领导行为意向为培养核心;以改善技术使用态度为培养关键;以提升感知易用性为培养基础。

江苏省精准农业发展影响因素的实证分析

以经济发达、地域发展差距明显的江苏省为分析案例,针对农户建立精准农业发展影响因素指标体系具有很强的理论与实践应用意义。江苏省精准农业发展应该根据不同地区的实际情况分区域、分阶段进行,因此,必须采取率先"实现农业现代化"、重视"示范带动效应"、试行"大田规模效应"等相应的政策建议。

高校教育信息化评价模型的构建——基于因子分析法

在评价高校教育信息化水平的指导思想和原则基础之上,提出了高校教育信息化因子分析评价模型的构建。

信息化发展水平的宏观动力因素研究:理论和实证

宏观上影响一个国家和地区信息化发展水平的有技术、社会经济发展水平、政府作为等因素。以2000年～2005年世界各国信息化发展水平的面板数据所进行的实证检验表明,这三个指标对信息化发展水平都有显著作用:信息技术直接促进信息化的发生与发展;与社会经济发展阶段相适应的需求促进信息化的产生,经济发展水平决定与其相适应的信息化发展水平;政府在信息化中是否能正确发挥职能,对信息化发展有显著影响。

农村信息化空间作用的影响因素与影响机理

选取中国农村产业结构构成、居民收入状况与受教育程度为解释变量,选取农村信息化水平为被解释变量,利用相关分析与回归分析相结合的方法,测定各种因素对农村信息化空间作用的影响强度。结果表明:信息化在农村地区的影响程度与当地农村居民的受教育程度、农村地区的产业结构、农村居民收入状况等因素关系密切;农村家用电脑拥有量与农村居民受教育程度之间关系最紧密,而固定电话和移动电话的拥有量与农村居民的收入水平关系紧密;要实现信息化对农村地区经济和社会发展的推动,既要根据地区发展水平采用适宜的基础设施,又要注重农村居民自身教育水平的提升。

制造业企业资源计划系统成功实施的条件与风险规避

深入认识企业资源计划系统成功实施的关键因素,对于企业信息化工作的开展具有重要意义。故应从固化管理思想和做事方法的角度研究ERP软件的本质,探讨ERP与企业成功之间的关系和实施ERP的时机等问题。ERP软件所蕴涵的管理思想和做事方法如果正确并与企业领导人基本一致,其实施将会较为顺利。ERP实施前应统一企业内部思想认识,并考虑到ERP可能产生的副作用。