A session-based recommendation system is designed to predict the user’s next click behavior based on an ongoing session. Existing session-based recommendation systems usually model a session into a sequence and extract sequence features through recurrent neural network. Although the performance is greatly improved, these procedures ignore the relationships between items that contain rich information. In order to obtain rich items embeddings, we propose a novel Recommendation Model based on Multi-channel Convolutional Neural Network for session-based recommendation, RMMCNN for brevity. Specifically, we (...) capture items' internal features from three dimensions through multi-channel convolutional neural network firstly. Next, we merge the internal features with external features obtained by a GRU unit. Then, both internal features and external features are merged by an attention mechanism together as the input of the transformation function. Finally, the probability distribution is taken as the output after the softmax function. Experiments on various datasets show that our method's precision and recommendation performance are better than those of other state-of-the-art approaches. (shrink)

Ben shu jie shao le gong zi zhen, wei yuan, yan fu, kang you wei, tan si tong, liang qi chao, chen tian hua, zhang bing lin deng wan qing si xiang jia de zhe xue si xiang.

For almost 700 years shoguns ruled Japan. These "gentleman warriors" developed a dedicated system of honor and strict guidlelines of behavior that Taira Shigesuke first brought together in his 16th century book—Bushido Shoshinshu. Present to a modern audience in clear, easy-to-read English, this new translation captures the majesty of the higher principles as well as the usefulness of the daily advice. From principles such as "a samurai should keep foremost in his mind the fact that he must die" to rules (...) regarding duty, personal obligation and even money management, this book sets out the guidelines that defined Japan's "way of the warrior." Honor and obligation are emphasised above all to the reader, who is taught that a samurai is expected to be indifferenet to pain, unquestioningly loyal, and an expert in his training. (shrink)

Discussing how to use philosophy as a tool of communist ideological propaganda in China.

The formation of the character of Sun Wukong has remained one of the most controversial issues in the field of Xiyou ji studies. While acknowledging that different strands might have fed into the image of Sun Wukong in the sixteenth- century novel Xiyou ji, this paper calls attention to complex and sometimes contradictory representations of Sun Wukong’s sexuality and explores the mechanism of displacement that subtly operates in the novel and reveals itself through such representations. It further demonstrates the dual (...) function performed by the displacement of Sun Wukong’s sexuality: on the one hand, it connects Sun Wukong to the image of the lustful ape in the white ape tradition; on the other hand, such displacement allows him to utilize and transcend his desire by experiencing the process of awakening to kong 空 by means of se 色 on his path to enlightenment. Therefore, a reexamination of Sun Wukong through the lens of sexuality helps draw together these two seemingly separate aspects and reveals a narrative in which Sun Wukong’s sexual desire not only encodes his hidden past associated with the white ape tradition but also generates significant meaning in light of the Buddhist context, that is, the notion that erotic encounters and fulfillment of sexual desire can be integrated into the Buddhist journey to enlightenment. (shrink)

Bennabi, Malek; Islamic civilization; Islamic renewal; philosophy.

Study on the philosophy of Vedas and Upanishads.

shang ji. Xunzi tong lun -- xia ji. Zhu zi zhuan jian zheng.

Eighth-century Chinese Buddhism produced a localization of the first offshoot of Zen - Rural Yang case, pioneer Zen Weishan Ling Yu Huai Hai Baizhang its division that whether he went to visit the furnace flames and enlightenment, he had replied: "No fire ", but refused to Baizhang, deep furnace ashes, took out some of the many remnants of charcoal did not eliminate, to show him:" What is this? "In doing so, Ling Yu becomes aware that this is caused by koan (...) study after reflection. Spiritual perception of that hidden in the depths of the usual waiting time is ripe was only was only excavated. Everyone has the perception by nature, and cause the season to see. Zen appeals to one's direct experienee, it is the light of enlightment, it is the way to the true nature, it is the language of your pure mind. All sentient beings have two ways to enter the Zen: one is reason, another one is conduct. Sometime Our ​​pure nature is overwrapped by the superfluous objects, if we abandon the desire, crave nothing but wisdom, give up selfness, jealous, hatred, we may keep close to the reality-the spirit of pure One. There is neither self nor other, The Buddha and Our mind are one essence. The sentient being is the same with the Buddha, Where is the Buddha nature? It is your pure mind. (shrink)

As the Rig Vedas and Buddhist sutras foretell, as well as the Hopi and Mayan calendars, we are in the midst of complete transformation-ecologically, economically, politically, culturally. This graceful introduction offers creative safe passage through the sometimes overwhelming transition, drawing on ancient and contemporary spiritual practices particularly useful for these times. The endings we experience are always the beginning of something else. Hence author Ji Hyang Padma organizes teachings around the four seasons. In living connected to natural rhythms-the stillness of (...) winter, the renewal of spring, the ripening of summer, the harvest of autumn-we touch a wholeness that is the source of healing and happiness. Practical exercises at the end of each chapter promote this state of being and bring the mind home to its innate clarity. Ideally suited to anyone experiencing personal change-through career, relationships, or world events-the book provides a way into Zen for beginners as well as a refresher for the more advanced. (shrink)

East Asian countries such as South Korea have recently made headlines for experimenting with different methods to incentivise people to have (more) children, in a bid to reverse declining birth rates. Many such incentives—child benefits, cash bonuses, dating events, and so on—appear morally innocuous at first glance. I will demonstrate in this analysis, however, that they amount to stopgap measures which reveal fundamental shortcomings with the way various nation states are approaching the so-called ‘problem’ of fertility decline.

Individualistic traditions of autonomy have long been critiqued by feminists for their atomistic and asocial presentation of human agents. Relational approaches to autonomy were developed as an alternative to these views. Relational accounts generally capture a more socially informed picture of human agents, and aim to differentiate between social phenomena that are conducive to our agency versus those that pose a hindrance to our agency. In this article, I explore the various relational conceptualizations of autonomy profferred to date. I critically (...) review some of the ongoing internal disputes within the relational autonomy literature, and conclude the article by taking stock of the value of relational autonomy despite these unresolved debates. (shrink)

什么样的人生才算是幸福完满的人生,按季羡林的说法是和谐人生,那么怎样的人生才算是和谐,我们该如何面对压力,如何消防除人与人之间的可怕的隔膜,如何处理友情与爱情等,大师季羡林将为读者揭开其中的奥秘,告诉 您如何好好的度过一生.

本书内容包括:人生、再谈人生、三论人生、人生的意义与价值,不完满才是人生、世态炎凉、走运与倒霉、缘分与命运、牵就与适应、谦虚与虚伪等。.

ABSTRACTWhat three words come to your mind in response to “happiness”? Using a free-association task [cf. Nelson, D. L., McEvoy, C. L., & Dennis, S.. What is free association and what does i...

Robust techniques critically improve bearing-only target localization when the relevant measurements are being corrupted by impulsive noise. Resistance to isolated gross errors refers to the conventional least absolute residual method, and its estimate can be determined by linear programming when pseudolinear equations are set. The LAR approach, however, cannot reduce the bias attributed to the correlation between system matrices and noise vectors. In the present study, perturbations are introduced into the elements of the system matrix and the data vector simultaneously, (...) and the total optimization problem is formulated based on least absolute deviations. Subsequently, an equivalent form of total least absolute residuals is obtained, and an algorithm is developed to calculate the robust estimate by dual ascent algorithms. Moreover, the performance of the proposed method is verified through the numerical simulations by using two types of localization geometries, i.e., random and linear. As revealed from the results, the TLAR algorithm is capable of exhibiting significantly higher localization accuracy as compared with the LAR method. (shrink)

Comment on “The relationship between the debate on the monetary system during the Eastern Jin and Southern Dynasties and East Zhejiang economic region”.

Science education faces the difficult task of helping students understand and appropriately generalize scientific principles across a variety of superficially dissimilar specific phenomena. Can cognitive technologies be adapted to benefit both learning specific domains and generalizable transfer? This issue is examined by teaching students complex adaptive systems with computer-based simulations. With a particular emphasis on fostering understanding that transfers to dissimilar phenomena, the studies reported here examine the influence of different descriptions and perceptual instantiations of the scientific principle of competitive (...) specialization. Experiment 1 examines the role of intuitive descriptions to concrete ones, finding that intuitive descriptions leads to enhanced domain-specific learning but also deters transfer. Experiment 2 successfully alleviated these difficulties by combining intuitive descriptions with idealized graphical elements. Experiment 3 demonstrates that idealized graphics are more effective than concrete graphics even when unintuitive descriptions are applied to them. When graphics are concrete, learning and transfer largely depend on the particular description. However, when graphics are idealized, a wider variety of descriptions results in levels of learning and transfer similar to the best combination involving concrete graphics. Although computer-based simulations can be effective for learning that transfers, designing effective simulations requires an understanding of concreteness and idealization in both the graphical interface and its description. (shrink)

This article studies the effects of social institutions on organizational corruption at the societal level by focusing on the possible interactions between the institutional pillars that have been identified in past research. Based on these three institutional aspects or pillars, this article tests the interactive effects of social institutions among societies throughout the world. The results suggest that the three institutional pillars have significant interactive effects on organizational corruption at the societal level. A discussion of the implications of the research (...) findings for researchers and practitioners is given. (shrink)