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Social media serves as a unified platform for users to express their thoughts on subjects ranging from their daily lives to their opinion on consumer brands and products. These users wield an enormous influence in shaping the opinions of other consumers and influence brand perception, brand loyalty and brand advocacy. In this paper, we analyze the opinion of 19M Twitter users towards 62 popular industries,...
In order to balance the number of outbound and inbound tasks of each aisle and improve the working efficiency of the multi-tier shuttle system, three principles of storage location assignment were put forward: the principle of minimum correlation degree, the principle of equalization of product items and the principle of equalization of tasks, which were expected to be followed when storing products...
This paper makes an empirical test on the correlation between financial restatement and audit report lag (ARL) using data of non-financial listed companies in China during the period 2009–2012. The empirical results show that there is a significant positive correlation between financial restatement and ARL. The longer the ARL is, the more likely it is for the company to perform a financial restatement...
Nowadays, most people rely on traditional data mining techniques to address business affairs. But data mining is proposed for the large amount of data, lack of effective methods to process the data that is little or incomplete, or is overall complex but has a strong regularity at a certain time or space. Grey system theory is the new method to research less data, poor information and uncertainty problem...
In this paper, the author attempted to study on the land use of Changping District (2005 and 2008) with spatial data mining through geo-statistics method, and explored new method for land use spatial data mining. The land use data (2005 and 2008) were divided into 1km×1km, 2km×2km, 4km×4km grid cells respectively. And use spatial autocorrelation to analysis the land use structure and its changes in...
User requirements obtained through text data mining are very important to improve the competitiveness of enterprises. In this paper an algorithm of acquiring user requirements in machinery products by using text association rule is proposed. In the algorithm, the user requirement documents are represented by vector space model. The feature words matrix is obtained by transposing the documents matrix...
The authors have developed the research scale through reading the literature, interviewing in companies and reading the working reports on Chinese Science Parks. According to the data mining that has been proceeded after the questionnaire inquiry, they have been determined 3 aspects of the factor of the enterprises' motivation moving into Science Parks: motivation of technology gain, motivation of...
This paper, based on the relevant data of the National Bureau of Statistics, is going to explore whether there is a corresponding relationship between the logistics and economic growth by using correlation analysis and data mining approach to analyze the data of Inner Mongolia and that of the 31 provinces and cities nationwide. It proves that the development of China's logistics industry has a tremendous...
With economic growth and gross domestic product increasing year by year, the electric power industry as a fundamental industry supports the development of the three industries. So to speak, no electric power industry, the rapid and stable development of the economy in our country is not continuous, stable and high-speed growth. Research in the degree of association between three major industries and...
According to the foreign research, small and medium-sized high-tech enterprises growth influence factors are get. Based on the large questionnaire investigation and using comparison analysis method, main factors that influence the growth of Dalian small and medium-sized high-tech enterprises is discussed. Through research, high-speed growth small and medium-sized high-tech enterprises and low-speed...
The objective of this paper is to determine the knowledge sharing behavioral intentions among employees. We developed nine hypotheses on the behavioral intentions of employees with respect to sharing knowledge, which are grounded on theory. In addition, we used 141 valid survey responses from an electronics manufacturing firm in Malaysia and analyzed the data using correlation and regression statistical...
As a new commerce business activity, e-commerce is the key to the future economic growth. Customer trust is the survival and development issue for enterprises of electronic commerce, so evaluating customer trust rationally will be the key research. But the customer trust evaluation focus mainly on theoretical study, but less on the empirical analysis and quantitative research. This article finds out...
Building on previous service design theories, the authors propose an integrative framework for service design. Through an extensive literature review and qualitative fieldwork in eight Asian service organizations, the authors specify nine constructs with 62 measurement items. These are validated and refined using data from 28 survey respondents. The authors further explore the relationship among the...
On the basis of the deep search and analysis of the relative literature of virtual R&D team, the article summaries a total of 11 key factors which influence the virtual R&D team performance. And the article uses "input - process - output" model (IPO: input-process-output)to build a performance influencing factors model of virtual R&D team, and brings up theoretical assumptions...
Multiple regression method is used in this article to research the relationship between indicators of economic transformation and three industries' output value, in order to analyze the relationship between economic transformation and three industries and extent that the economic transformation affects the industrial development. In this article the data of Beijing from 1996 to 2006 is used for analyzing,...
This paper present development rule of high-tech industry on the view of relationship of innovation feature factors and profit with statistics data from National Bureau of Statistics by Dual-density Dependent model and Density Dependence Model. It was found that the R&D investment did not generate direct promotion for profit growth, new products development investment (NPDI) also showed a weak...
Based on Logit model, the paper studies on the Choice of R&D Cooperation Patterns on electronic information small and middle size enterprises in Beijing. It analyzes the characteristics of the patters on R&D cooperation and the patterns that what kind of enterprise would properly choose. It discusses the type and influencing factors for R&D cooperation patterns, and puts forward advice...
Marketing science has matured to the point where it seems desirable to take stock of where we are, what we have learned, and develop a research agenda for extending the knowledge base that has developed. For some old topics, the need today is not for additional empirical data but for some means of making sense of the vast amounts of data that have been accumulated. Meta-analysis method can make quantitative...
Focus on the question that how to take advantage of accounting information more effective in corporate decisions, we propose a new concept of "cash profit" which combines the information both from cash flow and accrual earnings. The connotation and superiority of cash profit is analyzed. Based on empirical hypothesis, we exam the impacts of cash profits measure and accounting earnings measure...
The paper started from analyzing the background of the development of headquarter economy in Xi'an Hi-Tech Industries Development Zone (ldquoXi'an High-tech Zonerdquo for short) and the literature review of financing efficiency , and took the effect that financial services system had on corporate financial efficiency as the research object. The research took high-tech enterprises, financial institutions'...
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