通过挖掘关联规则探索代码修改和错误修复之间的关系

本文通过分析各种不同的软件项目中产生的源代码修改记录,探索代码修改和错误修复之间的关系来更好地理解代码修改之间的关联并挖掘它们之间的关联规则,从而得到代码修改和错误修复之间的因果关系,找出修复错误的方法以更好地降低代码修改所引起的错误。     

Social media opinion summarization using emotion cognition and convolutional neural networks

Quickly and accurately summarizing representative opinions is a key step for assessing microblog sentiments. The Ortony-Clore-Collins (OCC) model of emotion can offer a rule-based emotion export mechanism. In this paper, we propose an OCC model and a Convolutional Neural Network (CNN) based opinion summarization method for Chinese microblogging systems. We test the proposed method using real world microblog data. We then compare the accuracy of manual sentiment annotation to the accuracy using our OCC-based sentiment classification rule library. Experimental results from analyzing three real-world microblog datasets demonstrate the efficacy of our proposed method. Our study highlights the potential of combining emotion cognition with deep learning in sentiment analysis of social media data.     

A blockchain-based framework of cross-border e-commerce supply chain

Blockchain technology provides us a new tool to solve the product traceability problem in supply chain management. This research focuses on the cross-border e-commerce context, to propose a blockchain-based framework, and develop a set of corresponding techniques and methods for achieving traceable products and transactions in supply chain management. A general blockchain-based product traceability framework is introduced. This framework is based on a cross-border e-commerce supply chain context, incorporating a series of blockchain-based models, including multi-chain structure model, data management model and block structure model. Several core methods and algorithms are also developed, such as information anchoring method, key distribution method, information encryption algorithm and anti-counterfeiting method. The framework, models and methods form a complete and comprehensive solution, which are evaluated by applying to several typical problems and attack cases. The case analysis results show that the framework, models and methods can successfully deal with key recover problem, and protect against clone attack, counterfeit tag attack and counterfeit product attack. The effectiveness, extendibility, security, implementation and governance issues of applying these solutions are also discussed. This research contributes to the theoretical and practical literatures on blockchain technology, cross-border e-commerce and supply chain management research fields.     

Business models shifts: Impact of Covid-19

No amount of crystal ball gazing may help us fathom the full impact of the Covid-19 (C-19) crisis on business organizations in a distinct manner. Given the lack of precedence, any such analyses seem to demand routine revisions as we progress further up the “number of infected” curve. Most countries of the world have imposed restrictions on social congregations or even people working in close proximity to each other. Industries that produce and deliver information products and services therefore, have continued to function while those that manufacture physical products especially labor-intensive firms were forced to minimize operations or temporarily shut down. However, in most countries, physical products which were essential in nature were reluctantly permitted to be manufactured given the need for them in people’s everyday life. In this viewpoint, I draw upon three dimensions – information intensity of product/service, information intensity of process/value chain; along with a third dimension – essential nature of the product/service to help understand the immediate implications of C-19. I also present some anecdotal evidences of attempts to alter business models in these circumstances in order to address the challenges that certain product characteristics impose but at the same capitalize on the business opportunities presented by the essentiality of the products.     

语码转换与跨文化交际

语码转换是两种或多种语言变体的转换,是语言文化接触和跨文化交际的一种普遍现象,受到人们的广泛青睐。语码转换句法简单,社会功能丰富,具有较强的实用性。随着国际交流的增多,人们外语水平的普遍提高,语码转换已经成为交际过程中的一种时尚。     

永安抗战进步文化活动中共产党员群体研究

永安抗战进步文化活动是中国共产党领导抗日救亡运动的重要组成部分，一批共产党人在其中发挥了先锋模范作用。研究共产党员群体在永安进步文化活动中所起的作用，对揭示抗日战争胜利的原因有着重要意义。本文拟以国立福建音乐专科学校为例，对此课题进行探讨。     

Working towards Inclusive Education: Social Contexts

ABSTRACT

Special education in England has developed over a large number of years, during which changes in philosophy and practice have been charted in Acts of Parliament. Current thinking was given focus by the recommendations of the 1978 Warnock Report, many of which have been implemented. The most recent legislation relates to the establishment of Statements of Special Educational Needs (SEN), the introduction of a Code of Practice, recognition of the role of parents and of the need for multi‐professional cooperation, the integration of children with SEN into mainstream classrooms and the right of access of all children to a broad and balanced curriculum, as articulated in the National Curriculum.     

ALA、LA、JLA图书馆职业资格制度之比较分析与启示

在介绍和比较分析ALA、LA、JLA及我国台湾地区图书馆职业资格制度的基础上,针对目前我国图书馆界存在的人才短缺、人才外流情况,结合我国部分省市出台的图书馆法规、条例中关于图书馆人员任用的规定,提出建立我国图书馆职业资 格制度的建议。     

编辑地学论文应注意规范化

在编辑地学类科技论文时经常遇到年代地层单位、岩石地层单位的不准确用法,以及与地质年代单位混用;用已废除的地层单位;地层代号、岩浆岩代号及古生物化石拉丁文的不正规书写;同位素及各种组分质量分数的不规范表示;一字线、半字线的不统一用法.讨论这些内容的规范表达问题.     

图书条码号宜兼作财产号

论文在分析财产号和条码号各自功能的基础上,立足于图书馆编目和管理工作的实际,指出图书条码号兼作财产号的必要与可行。