DeepWalk Based Influence Maximization (DWIM): Influence Maximization Using Deep Learning

Big Data and artificial intelligence are used to transform businesses.Social networking sites have given a new dimension to online data.Social media platforms help gather massive amounts of data to reach a wide variety of customers using influence maximization technique for innovative ideas,products and services.This paper aims to develop a deep learning method that can identify the influential users in a network.This method combines the various aspects of a user into a single graph.In a social network,the most influential user is the most trusted user.These significant users are used for viral marketing as the seeds to influence other users in the network.The proposed method combines both topical and topological aspects of a user in the network using collaborativefiltering.The proposed method is DeepWalk based Influence Maximization(DWIM).The proposed method was able tofind k influential nodes with computable time using the algorithm.The experiments are performed to assess the proposed algorithm,and centrality measures are used to compare the results.The results reveal its performance that the proposed method canfind k influential nodes in computable time.DWIM can identify influential users,which helps viral marketing,outlier detection,and recommendations for different products and services.After applying the proposed methodology,the set of seed nodes gives maximum influence measured with respect to different centrality measures in an increased computable time.

Investigation on the key aspects of l-arginine para nitrobenzoate monohydrate single crystal:A non-linear optical material

In the contemporary days, non-linear optical materials(NLO) are getting higher attention as per the increasing demand in optical communication and data storage technology. Consequently, they explore various physical properties of the NLO material for their industrial applications. In current report, l-arginine p-nitrobenzoate monohydrate(LANB) single crystals were obtained by adopting slow cooling technique. The structural confirmation of grown single crystal was carried out using single crystal X-Ray diffractometer. Presence of strain within single crystal was deduced using Hall–Williamson relation. Various defects associated within single crystal were assessed using high resolution XRD. Additionally, its crystalline quality was again confirmed by time resolved photoluminescence spectroscopy(TRPL). Using transmission spectra, the cut off wavelength and band gap of the host material was determined to be nearly 420 nm and 2.9 e V respectively. The dielectric property has been recorded by varying the frequency ranging from 50 Hz to 100 k Hz. The curve suggests that dielectric loss value is less at high frequency ensures the suitability of crystal in photonics and NLO based devices.The laser damage threshold values were also measured for single and multiple shots. Thermal parameters of the titled compound were calculated using PPE. In photoconductivity measurement, negative photoconductivity has been observed in titled compound. Microhardness studies were also performed on single crystal to explore its mechanical properties.

浅谈国标舞中剧目与竞技——“剧目舞蹈编创”与“竞技舞蹈编创”

30年来,中国国际标准舞总会以锐意进取的理念和视角,展现了中国国标舞的艺术追求和理念。作为中国国标舞传播的先驱与行业发展者,中国国际标准舞总会在注重竞技场的同时,也为舞者提供更多的平台。从首届全国艺术表演舞锦标赛,到艺术表演舞展演研讨会,到艺术表演舞精品展演,再到青少年艺术表演舞'希望之星'的不断推进,中国国际标准舞总会一直在进行具有时代意义的有益尝试。艺术表演舞是为国标舞者打开的另外一扇窗,它的出现为国标舞者提供了更多的机遇与可能。

瑞士轮胎回收利用情况以及循环产业中的可持续绿色发展

我想先跟大家谈一下欧洲在轮胎回收方面的情况以及我们这里的轮胎回收商的情况。大家可能都知道现在在欧洲已经有很多的轮胎被收集起来,主要是通过材料回收和能源回收的方式进行处理。我们认为,现在仍然还有太多的轮胎还在送往水泥厂作为能源回收,而我们希望通过回收来生产更多的再生材料。

国标舞艺术在中国 不是“归人” 更不是“过客”——寻找国标舞艺术表演舞的由来

国标舞艺术这个远渡重洋由'他乡'传入到中国的舶来品,在中国的发展已经30年。尽管不是根植于中国的文化土壤发展起来的艺术,但是国标舞的魅力却依然让中国着迷。在东方这片热土上,国标舞生根、发芽,并取得了辉煌的成就。国标舞对于中国来说,虽不是'归人',但它在中国的繁荣发展表明,国标舞艺术在中国,也绝不是'过客'。

互联网，让营销快乐起来

记得还在学校读书的时候，一位老师讲的“快乐营销”让我听得很入迷，而其实道理很简单——人们在心情愉悦的时候更容易接受广告所传达的信息。于是明白为什么那么多优秀的广告片采用了幽默的手法，为什么娱乐综艺类节目的贴片和植入广告卖得那么贵——因为接受度高。

编创也可以从字母游戏开始 为以《UN SAID》例

《UN SAID》作品简介《UN SAID》《/不语》是一部长约30分钟的现代风格小型国标舞舞剧,于2016年12月9日在香港演艺学院戏剧院首演。舞剧包括独舞、双人舞、三人舞以及集体舞四部分。这部作品关注于非形式化的纯动作研究。一方面用现代舞观念进行动作动机方面的探索,特别是在动作质感、时间和节奏方面;另一方面是关于剧场空间的探索,在研究国标舞舞者身体可能性的同时,探索其局限性,探索现代舞观念对国标舞编创的影响,尝试找寻现代舞与国标舞两个舞种的平衡点。

MUSTO国标作品中音乐选择的可能性 音乐创作(以舞蹈为主导的原创音乐创作)

今天继续上一次的话题——国标舞作品中音乐选择的另类可能性。上一次讨论了无声音乐(心理节奏),那么这一次我们来探讨以舞蹈为主导的原创音乐创作。这里提到的音乐是指真正和舞蹈密切相连,相辅相成的特定存在,而非一般的只是能与舞蹈动作合拍的教条存在。舞蹈创作中,如果说动作是具象三维空间的呈现,那么加上音乐,两者叠加,就会产生抽象的四维空间,任由观众思想游走或停留。音乐也是情绪的催化剂,可以在关键的时刻打动人心,让事物的意义变得更加深刻。

国标舞编创浅谈 寻找动作原素

H2O是水的元素化学分子式,水是由氢、氧两种元素组成的无机物。CO2是二氧化碳元素的分子式,二氧化碳分子由两个氧原子与一个碳原子构成。大千世界的万物都能找到其相应的元素分子式,都会找到一个最小单位来解释自己的存在。在舞蹈世界里,其实也有它的最小单位,那便是动作原素,舞蹈编创的本质就是编舞家对不同动作原素的主观组合。