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Predicting stock market movements is a well-known problem of interest. Now-a-days social media is perfectly representing the public sentiment and opinion about current events. Especially, Twitter has attracted a lot of attention from researchers for studying the public sentiments. Stock market prediction on the basis of public sentiments expressed on Twitter has been an intriguing field of research...
An important goal of the renewable energy law is to promote new energy enterprises to better take the social responsibility, so, the research on the impacts of the law to the correlation between CSR and Financial Performance is meaningful. Using the panel data regression model, we make a comparison about the relevance of renewable energy corporate social responsibility and financial performance before...
Innovation is widely recognized as one main contributor to a firm's competitiveness. To conduct innovation, an organization must utilize its tangible and intangibles resources. The current study is aimed at examining the effect of intangible resources, namely human, organizational and relational resources on innovation in the context of service firms (i.e., tutoring agencies) in Indonesia. In addition,...
This paper intends to determine the impact of pursuing a strategy for innovation on capital structure decisions and performance. It builds on the R&D management research which is country-focused and utilizes an international sample. This is significant when considering the sample of the study. While past studies have focused on single country samples, this study utilizes the most innovative firms...
The man-hour costing is the largest cost in the chemical plant design companies because the design processes are undertaken by the staff. The accurate man-hour forecasting can facilitate the design process control and the human resources scheduling optimization so as to cut the costs. This paper presents a framework, combining the Back Propagation (BP) Artificial Neural Network (ANN) and Genetic Algorithm...
The explosion of mobile phone communications in the last years occurs at a moment where data processing power increases exponentially. Thanks to those two changes in a global scale, the road has been opened to use mobile phone communications to generate inferences and characterizations of mobile phone users. In this work, we use the communications network, enriched by a set of users' attributes, to...
The objective of work is to present a Choquet integral-based intuitionistic fuzzy bonferroni mean operator for fuse the different information. Since Choquet integral not only consider the individual criteria but the correlation between the criteria is also taken into account. Based on it, a decision making method has been presented and has been explained through an illustrative example.
Organizational career management has gradually become an important part of human resource management, which directly affects the job involvement of employees and the loyalty to the organization. This paper use the big data analysis technological constructs the organizational career management of knowledge type staff involved in the theoretical model of mechanism. The conclusion is that fair promotion,...
Linguistic summarization techniques make it easy to gain insight into large amounts of data by describing the main properties of the data linguistically. In this paper we focus on a specific type of data, namely process data, i.e., event logs that contain information about when some activities were performed for a particular customer case. An event log may contain many different sequences, because...
Self-organizing map (SOM) is an unsupervised neural net work method which has properties of both vector quantization and vector projection algorithms, it is an effective tool to detect some outlier of dataset. Since a fraudulent financial information of company is different from other normal data, and it can be regarded as an outlier. Thus, SOM can be applied in identifying the fraudulent financial...
Dividends distribution of Chinese listed companies is different from other countries, where exits a particular phenomenon called highly send and transfer stocks especially in growth enterprise (hereinafter referred to with GEM). This paper empirically investigates the influencing factors of highly send and transfer stocks, and tests hypothesizes of highly send and transfer stocks. Different from current...
The State Council proposed to develop the strategic emerging industries and give them some support in terms of policy in 2010. Under the policy context, this paper selected the new energy industry as the research object. Based on the panel data of the new energy industry from 2010 to 2014, we found that government subsidies had a weak positive correlation with the capital structure but a significantly...
Samsung smart phones as the global leading brand has been gaining amazing achievements in global market. However, Samsung has encountered serious frustration in Chinese market which behaved as the continual dropping of market share since 2014. This study used an empirical way to examine the factors impacting Chinese customers purchase intention on Samsung smart phones including country-of-origin image,...
With globalization, commercial banks are facing increasingly strong competition, and their success now depends less on their hard power, but more on such soft powers as product ideas and moral orientation. Consequently, how to win customer with higher service quality, and to maintain and enlarge customer groups, becomes a central issue for them. By way of a customer questionnaire, this paper investigates...
Since the separation of ownership and management in companies, senior managers as the company's core decision-making, their pay is directly linked to company performance. In this paper takes the construction industry as its object of study, selecting total assets net profit margin, return on equity, earnings per share, total assets, asset-liability ratio indicators which can measure the company performance...
This paper tries to do the research of analyzing the relation of the customer trust, the customer satisfaction and purchase intention under the electronic commerce shopping environment. Drawing on the theory of customer trust, customer satisfaction and purchase intention, based on a survey of 102 respondents from the University in China, the United Kingdom, and the United States, the results showed...
Technology innovation is an important driven force for the economic development, the risk of which deserves attentions, and to evaluate risk accurately and effectively can be helpful to improve the success rate of technology innovation. As the risk of technology innovation is of strong uncertainty and fuzziness, the existing risk evaluation methods have certain limitations, while matter-element model...
At present, to improve their businesses and obtain more profits by enhancing enterprise competitiveness, more and more listed companies have been committed to the selection of executives and the study of motivation. Among the many forms of incentives, stock-based compensation play a vitally important role. Many scholars abroad did survey on the relationship between equity incentive and corporate performance,...
The State-owned Assets Supervision and Administration Commission of the State Council has adopted EVA(Economic Value Added) to assess the performance of state-owned enterprises, which suggests that the significance and advantage of using EVA as a performance evaluation indicator is increasingly prominent. Besides, capital structure is an important factor influencing enterprise value, optimizing capital...
In this paper, by researching logistics service negative comments about innovative products and functional products, such as the length quantity and content of the comment, we study on the correlation between online sales and logistics service. We make a survey on the negative comments about logistics data based in Taobao from Jun to Oct in 2015. Then through the correlation analysis, we draw a conclusion...
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