With the fast development of Internet and WWW, “information overload” has become an overwhelming problem, and collective attention of users will play a more important role nowadays. As a result, knowing how collective attention distributes and flows among different websites is the first step to understand the underlying dynamics of attention on WWW. In this paper, we propose a method to embed a large number of web sites into a high dimensional Euclidean space according to the novel concept of flow distance, which both considers connection topology between sites and collective click behaviors of users. With this geometric representation, we visualize the attention flow in the data set of Indiana university clickstream over one day. It turns out that all the websites can be embedded into a 20 dimensional ball, in which, close sites are always visited by users sequentially. The distributions of websites, attention flows, and dissipations can be divided into three spherical crowns (core, interim, and periphery). 20% popular sites (Google.com, Myspace.com, Facebook.com, etc.) attracting 75% attention flows with only 55% dissipations (log off users) locate in the central layer with the radius 4.1. While 60% sites attracting only about 22% traffics with almost 38% dissipations locate in the middle area with radius between 4.1 and 6.3. Other 20% sites are far from the central area. All the cumulative distributions of variables can be well fitted by “S”-shaped curves. And the patterns are stable across different periods. Thus, the overall distribution and the dynamics of collective attention on websites can be well exhibited by this geometric representation. 相似文献
利用数目可变串联重复序列(Variable Number of Tandem Repeats,VNTRs)微卫星标记方法,对重庆厚皮菜甜菜材料SWTY-1群体中100个单株的细胞质线粒体DNA片段中TR2位点VNTRs片段多态性进行分析。结果显示97个单株线粒体TR2位点微卫星串联重复序列均为3拷贝,与普通糖甜菜一致;3个单株线粒体TR2位点微卫星串联重复序列为6拷贝,发现甜菜属厚皮菜细胞质TR2位点VNTRs存在多态性,在该群体中发现了不同于甜菜栽培种新的细胞质单株。对该群体材料100个单株的抽薹及结籽进行观测,结果显示微卫星串联重复序列为6拷贝的变异植株中2个单株花期未抽苔开花,1株抽苔晚未形成正常种子;细胞质TR2位点VNTRs片段拷贝数为3的植株中2个单株未能正常抽薹,其他植株均正常抽薹结籽。 相似文献
Recombinant chimeric α-amylase (AmyP-Cr) was constructed by a catalytic core of α-amylase (AmyP) from a marine metagenomic library and a starch-binding domain (SBDCr) of α-amylase from Cryptococcus sp. S-2. The molecular fusion did not alter optimum pH, optimum temperature, hydrolysis products, and an ability of preferential and rapid degradation towards raw rice starch, but catalytic efficiency and thermostability were remarkably improved compared with those of the wild-type AmyP. AmyP-Cr achieved the final hydrolysis degree of 61.7 ± 1.2% for 10% raw rice starch and 47.3 ± 0.8% for 15% raw rice starch after 4 h at 40 °C with 1.0 U per mg of raw starch. The catalytic efficiency was very high, with 3.6–4.0 times higher than that of AmyP. The enhanced catalytic efficiency was attributed to the better thermostability and the higher adsorption and disruption to raw rice starch caused by SBDCr. The properties of AmyP-Cr open a new way in terms of a new design of raw rice starch processing.
All‐solid‐state batteries (SSBs) are considered as attractive options for next‐generation energy storage owing to the favorable properties (unit transference number and thermal stabilities) of solid electrolytes. However, there are also serious concerns about mechanical deformation of solid electrolytes leading to the degradation of the battery performance. Therefore, understanding the mechanism underlying the electromechanical properties in SSBs is essentially important. Here, 3D and time‐resolved measurements of an all‐solid‐state cell using synchrotron radiation X‐ray tomographic microscopy are shown. The gradient of the electrochemical reaction and the morphological evolution in the composite layer can be clearly observed. Volume expansion/compression of the active material (Sn) is strongly oriented along the thickness of the electrode. While this results in significant deformation (cracking) in the solid electrolyte region, organized cracking patterns depending on the particle size and their arrangements is also found. This study based on operando visualization therefore opens the door toward rational design of particles and electrode morphology for all‐solid‐state batteries. 相似文献