Application of statistical analysis of text mining at updating and standardization of determination of logistics of hotel restaurant business
Journal Title: Економічний аналіз - Year 2018, Vol 28, Issue 3
Abstract
Introduction. The disagreements in terminology and definition of key concepts of logistics and logistics of the hotel and restaurant business have become a significant barrier to a clear understanding of these economic categories. This fact complicates the interaction of individual subjects of economic relations in the field of logistics. The problem of specification, systematization and standardization of the conceptual apparatus of logistics is now recognized as an actual one by the majority of theorists and practitioners who work in this field. Purpose. The article aims to explore the main approaches to defining the concepts of "logistics" and "logistics of hotel and restaurant business". to perform frequency analysis of keywords on the basis of statistical analysis of textual information Text Mining. to specify significant predicates of definitions of logistics and logistics of hotel and restaurant business. Methods. Investigation of frequency of predictors of logistics determination has been carried out on a random sample with the help of statistical analysis of textual information Text Mining. The logic and analytical research method and system and structural research method have been used in the process of processing and systematization of the data. Results. Text Mining has made it possible to detect the following high-frequency predictors of logistics definition: "flow", "management", "material", "information", "science", "product" and "consumer". The special focus of the flow processes, in particular the flow of customers, is the specifics of hotel and restaurant business logistics. It means that the consumer moves towards the manufacturer, and not vice versa. The authors consider it expedient to add the following predicators to the definition of the hotel and restaurant business logistics: "the direction of the flow processes", "services", "production", "flow of customers", "section / direction". Conclusions. The article has systematized the main structural elements of the definition of logistics. Significant predicators of the definitions of "logistics" and "hotel and restaurant business logistics" have been revealed. It is established that the formation of definitions of these concepts using the statistical processing of the frequency of keywords caused the results that reflect the essence of these concepts in a proper way. These results can perfectly correlate with the methodology of the formation of scientific concepts.
Authors and Affiliations
Tetiana Chaika, Larysa Stryhul, Viktoriia Aleksandrova
Keywords
Related Articles
- EP ID EP534472
- DOI -
- Views 51
- Downloads 0
State programs of social and economic development of Ukraine (1991-2014). Absence of mechanism of management, methods of analysis and evaluation
The reasons for non- fulfilment of state social and economic programs are considered in the article. They have being estimated by the executive power as large-scale reforming modernization projects during 25 years of ind...
Essence and necessity of ecological modernization of production in Ukraine
Introduction. The article reveals the essence of the concept of "environmental modernization of production" and describes its internal structure. The current state of the cement industry of Ukraine is considered. The eco...
Transparency providing for international trade regulation within GATT / WTO
The article deals with the main principles of the WTO agreements as for the trade in goods and services that provide for transparency. The importance of the factor of transparency for the development of international tra...
Analysis of development of educational and scientific activity of higher education establishments
Introduction. The national doctrine of education development in Ukraine states that education should become a strategic resource for improving people's well-being, ensure national interests, strengthen the authority and...
Role of the financial sector in financing the enterprises of the real sector of the economy
Introduction. Financial sector plays an important role in the financing of business entities in the real economy sector. A possibility of rising funds through the stock or banking sector enables substantially to expand t...