An analysis of review content and reviewer variables that contribute to review helpfulness

Review helpfulness is attracting increasing attention of practitioners and academics. It helps in reducing risks and uncertainty faced by users in online shopping. This study examines uninvestigated variables by looking at not only the review characteristics but also important indicators of reviewers. Several significant review content and two reviewer variables are proposed and an effective review helpfulness prediction model is built using stochastic gradient boosting learning method. This study derived a mechanism to extract novel review content variables from review text. Six popular machine learning models and three real-life Amazon review data sets are used for analysis. Our results are robust to several product categories and along three Amazon review data sets. The results show that review content variables deliver the best performance as compared to the reviewer and state-of-the-art baseline as a standalone model. This study finds that reviewer helpfulness per day and syllables in review text strongly relates to review helpfulness. Moreover, the number of space, aux verb, drives words in review text and productivity score of a reviewer are also effective predictors of review helpfulness. The findings will help customers to write better reviews, help retailers to manage their websites intelligently and aid customers in their product purchasing decisions.     

实施系统的心理训练提高速射运动员心理稳定性的个案研究

采用个案研究,考察了系统的心理训练对提高速射运动员心理稳定性的影响。结果表明:系统的心理训练能有效地提高速射运动员的心理稳定;心理训练必须与运动员的专项训练相结合,并且要长期有序的进行下去才可能取得良好的效果;利用目标设置和认知训练的有关理论能有效地帮助运动员的端正比赛时的心态从而促进运动员的比赛发挥。     

运动拍摄与解析技术的快速反馈研究进展

快速反馈是运动拍摄与解析技术的核心，从萌芽发展到电影拍摄、录像拍摄以至红外拍摄技术，均是围绕着快速反馈而不断创新、发展的。既有清晰图像又不须人工判读图像特征点的自动跟踪技术是运动拍摄与解析技术进一步的研究方向。     

玉溪经济跨越式发展的战略思考

玉溪“十五”规划和 2 0 15年远景规划为玉溪发展绘制了一幅美好的蓝图 ,要实现宏伟目标 ,就需要跨越式发展     

Genetics Home Reference: A Review

Genetics Home Reference is a free, online resource created and maintained by the National Library of Medicine. It is designed to provide genetic information to a wide variety of audiences, particularly the general public. The site consists of original information and links to other curated resources.     

Reactivity without legitimacy? Online consumer reviews in the restaurant industry

In recent years, web sites where individual consumers can rate and review goods and services have mushroomed all over the Internet. Restaurants are particularly affected by online reviewing. If the impact of online consumer reviews (OCRs) on the demand side of markets is now well understood and measured, few studies examine the reception of this new evaluation method by those who are assessed. Based on interviews with French restaurant managers, our research shows that OCRs systems reconfigure relations of accountability in the restaurant industry. We use the notion of reactivity to describe the mechanisms through which the new evaluation system transforms the activity of restaurants. We also examine the affects surrounding the reception of ratings and reviews by restaurant managers and the moral criteria that accompany their discourses on online reviews. Many restaurants consider online reviews as a brutal and hypocritical mode of judgment. The judgment produced by online ratings and reviews is not easily borne by restaurant managers, because it challenges the conventions of quality they had previously internalized as legitimate, that is, those produced by professional experts. We interpret this ambivalent reception as the unfinished movement of transforming a performative reputation device into a legitimate evaluation institution.     

Exploring mechanisms of rapid automatized naming to arithmetic skills in Chinese primary schoolers

Rapid automatized naming (RAN) is associated with children's arithmetic performance, which is multifactorial by nature and consists of arithmetic fluency, arithmetic procedure, and word problems. Yet, it is unclear whether RAN can predict all key aspects of arithmetic skills independently and what cognitive mechanisms may explain this relation. Using a sample of Chinese primary school students (N = 170), results showed that while RAN was associated with all key aspects of arithmetic skills, the relations of RAN–arithmetic procedure and RAN–word problems may be dependent on that of RAN–arithmetic fluency. Supporting the processing speed hypothesis, results further suggested that processing speed may underlie the relation between RAN and arithmetic performance. Findings made unique contribution to understanding the effect of RAN on arithmetic performance and cognitive mechanisms that may underpin this association in the context of Chinese culture.     

社会转型加速期加强城市社区建设的意义

目前我国正处于社会转型加速期，在这一时期社会生活的各个方面，包括人们的劳动方式，生活方式，价值观念等都发生了深刻变化，带来了一系列问题，这在我国的城市社会尤为明显，加强城市社区建设将有助于解决社会转型过程中出现的某些问题，本文对此作以探讨。     

非洲菊组织培养研究进展

综述近几年来非洲菊组织培养中包括外植体选择、组织培养培养基筛选、移栽管理等方面的研究进展．     

Space- and time-efficient approach for virtual machine provisioning

As a new promising paradigm, cloud computing can make good use of economics of scale and elastically deliver almost any IT related services on demand. Nevertheless, one of the key problems remaining in cloud computing is related to virtual machine images, which require a great amount of space/time to reposit/provision, especially with diverse requests from thousands of users simultaneously. In this paper, by using the splitting and eliminating redundant data techniques, a space and time efficient approach for virtual machines is proposed. The experiments demonstrate that, compared with existing solutions, our approach can conserve more disk space and speed up the provisioning of virtual machines.