在线用户兴趣多样性的实证研究

在线用户的群体兴趣对于分析在线社会网络以及个性化推荐至关重要。研究的目的是引入信息熵这一指标来准确度量用户兴趣的多样性。分别在电影网站MovieLens和音乐网站Last．FM数据上进行实证分析,即统计度相同的用户所选产品的信息熵值。MovieLens的结果表明,随着用户度的增加,熵值出现先上升后下降的趋势,即度小的用户和度大的用户的兴趣比较专一,而一般用户的兴趣较为多样;而Last．FM的结果表明,度小用户的兴趣非常多样,但随着用户听过的音乐数量越多,兴趣越明确。通过建立随机模型与实证结果进行比较,可以发现绝大多数用户在真实数据集上的兴趣的多样性比随机情况要大,可见用户的兴趣对用户行为模式的影响显著。     

基于用户-标签-项目语义挖掘的个性化音乐推荐

个性化推荐系统面临的难题是推荐的准确性、多样性以及新颖性,同时其数据集存在稀疏、信息缺失(如用户描述、项目属性以及明确的评分)等问题.协同标注中的标签包含丰富的个性化描述信息以及项目内容信息,因此可以用来帮助提供更好的推荐.算法以二部图节点结构相似与重启型随机游走为基础,分析音乐社交网络Last.fm中用户、项目、标签两两之间的联系,首先构建音乐间及标签间的相邻关系,初步得到音乐推荐列表和间接关联音乐集合,然后按所提算法融合结果,重新排序,得到最终推荐列表,从而实现个性化音乐推荐算法.实验表明,在该数据集上,所提方法能够满足用户对音乐的个性化需求.     

Retaining and attracting users in social networking services: An empirical investigation of cyber migration

Users are the most critical strategic resource of any online social networking service (SNS). This paper offers strategic recommendations for SNS providers based on an empirical study exploring why users switch from a primary SNS to others. We first identify important characteristics that combine to distinguish SNSs from conventional information systems, then develop a “cyber migration” research model that includes push, pull and mooring factors which influence user intention to switch from one SNS to another. Findings from a field survey of 180 users reveal four significant factors that promote switching: dissatisfaction with socialization support, dissatisfaction with entertainment value, continuity cost, and peer influence. Strategies grounded in these factors are suggested for SNS providers to better attract and retain users.     

互联网应用发展和用户行为解析

互联网在我国迅猛发展,其应用不断创新发展。本文从搜索引擎、社交网站、电子商务、网络视频、网络游戏、移动互联网6个方面对互联网应用发展现状以及各种用户的行为习惯进行研究．最后分析了各种互联网应用的发展趋势。     

民间传统御寒器具——火桶设计研究

＂火桶＂是南方传统的御寒器物,它具有造型简单,取材方便,功能实用多样的特点,凝聚了民间朴素造物的思想。同时,火桶所具有着深厚的人文特点和文化内涵。文章以黔东南镇远地区民间火桶为例,分析其形态、结构、功能及人机关系等内容,探究民间造物的设计巧思。     

浅析垂直社交产品的特点与设计要点

文章通过对社交网络的当前状况与新时代互联网的发展趋势分析,论证了垂直社交出现的必然性。阐释了其基本的产品特征。通过对社交心理学研究。对需求进行分析与重构。阅释了垂直社交产品设计的要点。通过现象观察与案例分析,阐释了垂直社交产品的发展趋势。     

在线社交网络的UNI64采样方法

在对社交网络采样方法进行研究时,常以拒绝-接受采样法得到的样本作为对照来评价其他采样方法的优劣.由于各种在线社交网络陆续将其用户ID系统由32位升级为64位,导致拒绝-接受采样法的采样命中率近乎为零.本文根据在线社交网络的特点,以新浪微博为例,对其用户ID分布情况进行分析,提出了一种改进的拒绝-接受采样法UNI64.该方法通过分析网络有效ID样本的分布情况,结合聚类的方法将整个样本空间划分为有效区间和无效区间,并使采样算法避开无效区间,仅在有效区间内生成待测样本,从而有效提高了拒绝-接受采样法在有效样本极为稀疏的样本空间内采样的命中率.     

Odors in traps: Does most recent occupant influence capture rates for house mice?

Responses of house mice (Mus domesticus) to odors in live traps were studied in a series of eight 0.1-ha outdoor field enclosures. It was assumed that the most recent mouse capture would provide the predominant odor in a trap for at least one week. Three different populations were tested, one in 1989 and two in 1992, involving over 800 different mice. Similar response patterns were recorded from all three groups. Two types of questions were tested: (1) Were there any biases contingent upon what had been previously caught? (2) Were there consistent responses of mice of particular age, sex, or reproductive classes to trap odors? Traps soiled by juvenile females caught adult females significantly less often than expected, but there were no consistent relationships in terms of the effects of specific residual odors on the subsequent capture at a particular trap. For various age, sex, and reproductive classes, (1) adult males preferred odors from juvenile and estrous females and avoided odors of other males significantly more than expected, (2) juvenile females selected traps with odors of other juvenile females and avoided all other types of female odors significantly more than expected, (3) nonestrous females exhibited a significant preference for adult male odor, and (4) estrous females selected traps containing odors from adult males but avoided those that had previously contained either nonestrous or pregnant/lactating females significantly more than expected. These findings have potential implications with regard to both the methods used for trapping small rodents and the social biology of house mice.     

政府公共服务和社会治理中物联网技术的应用

随着时代的进步和社会经济的发展,我国开始致力于服务型政府的创建工作,通过物联网技术的应用,可以促使政府公共服务能力和社会管理能力得到有效提升.它可以对目前城市管理系统资源进行整合,然后将政务领域应用开展于物联网统一的公共平台上,具有一系列的优势.本文简要分析了政府公共服务和社会治理中物联网技术的应用,希望可以提供一些有价值的参考意见.     

基于安卓平台的旅游社交软件的设计与开发

自从安卓手机操作系统发布以来,它便以开放性、不受束缚、丰富的硬件、方便开发等优势风靡全世界,我们利用安卓手机平台,开发了一款旅游社交平台软件,该软件采用安卓Sdk4.0进行开发,采用了C/S模式,可以节省网络资源,简单,易用,服务器端采用Java Web开发,数据库采用了免费的Mysql。它可以给用户提供你最想要的旅游栏目,让你置身于朋友的海洋之中,从此出行旅游更加方便。