This paper adopts Hadoop to build and test the storage and retrieval platform for painting resources. This paper adopts Hadoop as the platform and MapReduce as the computing framework and uses Hadoop Distributed Filesystem distributed file system to store massive log data, which solves the storage problem of massive data. According to the business requirements of the system, this paper designs the system according to the process of web text mining, mainly divided into log data preprocessing module, log data storage (...) module, log data analysis module, and log data visualization module. The core part of the system is the log data analysis module. The analysis of search keywords ranking, Uniform Resource Locator, and user click relationship, URL ranking, and other dimensions are realized through data statistical analysis, and Canopy coarse clustering is performed first according to search keywords, and then K-means clustering is used for the results after Canopy clustering, and the calculation of cosine similarity is adopted to realize the grouping of users and build user portrait. The Hadoop development environment is installed and deployed, and functional and performance tests are conducted on the contents implemented in this system. The constructed private cloud platform for remote sensing image data can realize online retrieval of remote sensing image metadata and fast download of remote sensing image data and solve the problems in storage, data sharing, and management of remote sensing image data to a certain extent. (shrink)

تتميز هذه الدراسة عن صوفية الغزالي. رحمة الله. بأنها حققت النظرة المعرفية التي يتبناها، ومناهج البحث التي تسندها وتبعاً لهذا فإنها وفقت في ملاحقة واستنباط معالجة العديد من القضايا التي حفل بها فكره، وهي متشعبة ونجحت في وضعها في مكانها المناسب من البنية المنطقية والمنهجية في فكره. فأثبتت، من غير شك.بأن خطاب الغزالي متماسك الرؤى متلاحم الأجزاء، على عكس ما أشيع عنه الأمر الذي خفف حدة الإشكالية التي اصطبغ بها وساعد، وبالتالي، على تخليصه مما ألحق به من أوهام أو الصق (...) به من مثالب. وفضلا على هذا فقد لفتت الدراسة الانتظار إلى أهمية ( سياسة العلم) التي أخذ بها الغزالي وصمم على أساس منه خطابه، وبينت دورها الخطير في تشكله. كما أنها حللت مفهوم (النور) عنده وهو مفهوم مركزي في خطابه. حيث بينت أنه لا يخرج عن العقلانية بحال. وكذلك تحققت من ركون الغزالي إلى الظاهر البرهاني والتزامه به. قبل أن يتجاوزه في محاولة الارتياد وتأسيس عقلانية أرحب وأرقى كان الغزالي رحمه الله يتطلع إليها وبهذا فقد جاءت هذه الدراسة جديدة حقاً على مستوى الدراسات التي عالجت فكر عالجت فكر الغزالي. واستطاعت أن تغير مفاهيم عدة أشاعتها تلك الدراسات. وبينت تهافت بعض الآراء التي تضمنتها، الأمر الذي يوضح ما قام به الباحث. وإذا نضع بين يديك عزيزنا القارئ هذه الدراسة، فإننا نسأل الله عز وجل أن يوفق الباحث في إعداد دراسات أخرى تنحو ذات المنحى، فتستخرج البنى المعرفية والمنهجية لمفكرين آخرين متميزين في تراثنا العظيم، لتعميق وعينا به، وتدبر آفاقه والله نسأل التوفيق والسداد. (shrink)

A predictive model applicable in both neurophysiological and decision-making studies is proposed, bridging the gap between psychological/behavioral and neurophysiological studies. Supposing the electromagnetic waves are carriers of decision-making, and electromagnetic waves with the same frequency, individual amplitude and constant phase triggered by conditions interfere with each other and the resultant intensity determines the probability of the decision. Accordingly, brainwave-interference decision-making model is built mathematically and empirically test with neurophysiological and behavioral data. Event-related potential data confirmed the stability of the phase (...) differences in a given decision context. Behavioral data analysis shows that phase stability exists across categorization-decision, two-stage gambling, and prisoner’s dilemma decisions. Irrational decisions occurring in those experiments are actually rational as their phases could be quantitatively derived from the phases of the riskiest and safest choices. Model fitting result reveals that the root-mean-square deviations between the fitted and actual phases of irrational decisions are less than 10°, and the mean absolute percentage errors of the fitted probabilities are less than 0.06. The proposed model is similar in mathematical form compared with the quantum modeling approach, but endowed with physiological/psychological connection and predictive ability, and promising in the integration of neurophysiological and behavioral research to explore the origin of the decision. (shrink)

This article empirically investigates how Chinese executives and managers perceive and interpret corporate social responsibility (CSR), to what extent firms' productive characteristics influence managers' attitudes towards their CSR rating, and whether their values in favour of CSR are positively correlated to firms' economic performance. Although a large proportion of respondents express a favourable view of CSR and a willingness to participate in socially responsible activities, we find that the true nature of their assertion is linked to entrepreneurs' instincts of gaining (...) economic benefits. It is the poorly performing firms, or rather, firms with vulnerable indicators -smaller in size, State-owned, producing traditional goods and located in poorer regions that are more likely to have managers who opt for a higher CSR rating. Managers' personal characteristics per se are not significant in determining their CSR choice. Moreover, controlling for other observed variables, we find that managers' CSR orientation is positively correlated with their firms' performance. The better-off a firm is, the more likely its manager is to get involve in CSR activities. Firms with better economic performance before their restructuring would sustain higher postrestructuring performance. (shrink)

The sentiment of responsibility and serving religion -- Striving in God's cause, invitation and guidance -- Representation: the tongue of conduct -- Ukhuwah: brotherhood -- Altrusim and munificence -- Consultation (istisharah) -- Love, passion, and renewing one's self -- Perseverance and determination.

Philosophy Modern -- History- Philosophy European -- History.

In this paper, by using the adaptive dynamics approach, we investigate how the adaptive evolution of defense ability promotes the diversity of prey species in an initial one-prey–two-predator community. We assume that the prey species can evolve to a safer strategy such that it can reduce the predation risk, but a prey with a high defense ability for one predator may have a low defense ability for the other and vice versa. First, by using the method of critical function analysis, (...) we find that if the trade-off is convex in the vicinity of the evolutionarily singular strategy, then this singular strategy is a continuously stable strategy. However, if the trade-off is weakly concave near the singular strategy and the competition between the two predators is relatively weak, then the singular strategy may be an evolutionary branching point. Second, we find that after the branching has occurred in the prey strategy, if the trade-off curve is globally concave, then the prey species might eventually evolve into two specialists, each caught by only one predator species. However, if the trade-off curve is convex–concave–convex, the prey species might eventually branch into two partial specialists, each being caught by both of the two predators and they can stably coexist on the much longer evolutionary timescale. (shrink)

Picasso's Crucifixion of 1932 is one of his few works that contains Christian imagery. The painting combines traditional elements with aspects - typical of Picasso's oeuvre - that seem intentionally obscure. Iconographic tools of art history and theology are inadequate to explicate the work. Why did Picasso choose to measure himself against this subject? The answers are seen in his Catholic upbringing, his love for old master paintings, his desire to stay a step ahead of his public's expectations, the vicissitudes (...) of his private life, and the obsessive fears and desires that drove his creativity. Picasso's Crucifixion represents a step in the artist's complex and contradictory spiritual search, revealing an inquiry into the nature of Christianity and a psychological yearning for redemption. (shrink)

Lentinus edodes sticks are susceptible to mold infection during the culture process, and manual identification of infected sticks is heavy, untimely, and inaccurate. Aiming to solve this problem, this paper proposes a method for identifying infected Lentinus edodes sticks based on improved ResNeXt-50 deep transfer learning. First, a dataset of Lentinus edodes stick diseases was constructed. Second, based on the ResNeXt-50 model and the pretraining weight of the ImageNet dataset, the influence of pretraining weight parameters on recognition accuracy was studied. (...) Finally, six fine-tuning strategies of the fully connected layer were designed to modify the fully connected layer of ResNeXt-50. The experimental results show that the recognition accuracy of the method proposed in this paper can reach 94.27%, which is higher than the Vgg16, GoogLeNet, ResNet50, and MobileNet v2 models by 8.47%, 6.49%, 4.68%, and 9.38%, respectively, and the F1-score can reach 0.9422. The improved method proposed in this paper can reduce the calculation pressure and overfitting problem of the model, improve the accuracy of the model in the identification of Lentinus edodes stick mold diseases, and provide an effective solution for the selection of diseased sticks. (shrink)