Demand forecasting is important for management and decision making in the tourism sector. However, research on deep learning forecasting, which combines multiple data sources, still development phase. This study proposes a bidirectional long short-term memory (BiLSTM) method incorporating an attention mechanism (ATT-BiLSTM) that can better extract features from set of predictor variables consisting (generated historical tourist volume, search engine data, weather day off data). The...

Abstract The knowledge of “clinical molecular biology testing technology” is complex, conceptual expressions are abstract and difficult to understand, the student's interest in learning low. This study aimed evaluate effectiveness a cyclic teaching method based on case analysis combined with an exploratory using mind mapping as assignment. Students from 2019 cohort medical laboratory technology at Hunan University Chinese Medicine served control group received conventional lecture‐based...

Few studies have investigated tourism demand forecasting from a mobility perspective. We explore whether population data improve the ability to forecast tourist volumes in scenic spots. selected Jiuzhaigou and Mount Siguniang China as study cases ensured robustness of results using single- multistep rolling evaluation techniques. The findings reveal significant correlation, long-term cointegration, two-way Granger causality between intercity flow flow. comparison model with variable...

Abstract: The Cornell Critical Thinking Test (CCTT) is one of the many multiple‐choice tests with validated questions that have been reported to measure general critical thinking (CT) ability. One IFT Education Standards for undergraduate degrees in Food Science emphasis on development thinking. While this skill easy list as a student‐learning objective, measuring gains CT relatively difficult. If majority class time spent discussing and solving ill‐defined problems, then will students...

Abstract Background As the COVID-19 outbreak influenced teaching in China, Chinese medical colleges and universities carried out massive online education with participants of more than one million students on for-profit or non-profit big–data platforms, based existing resources other ways such as MOOC, Micro-course, Live-course interactive discussion. Methods A questionnaire survey was conducted via two rounds 56-in-total questions overall situations, methods, training, teachers students’...

Purpose There is a dearth of literature aimed at understanding the Chinese entrepreneur. are even fewer studies that compare and American entrepreneurs. As interdependence economic superpowers continues to grow, it becomes increasingly important understand similarities differences between two groups. Furthermore, researching groups can result in greater The purpose this paper look how economics, culture policy influence formation established successful Design/methodology/approach In study...

Abstract: Introduction: Higher pharmaceutical education in China has made a great development recent years. A few problems, such as unevenness of school-running level, lack students innovation and deficiency teaching effect, are also exposed its rapid development. The reasons for these challenges revealed that old mode increasing enrollment scale China's university may be the primary causes. Methods: To face some measures should taken. Total quality management (TQM), novel concept, is...

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Shopping festivals such as Black Friday are an important period for online retail businesses. behaviors during these periods tend to be rushed and time-bounded due many short-lived promotions, which makes it challenging businesses expect traffic provision their service. In this paper, we examine the click action logs of five million shoppers from a large market mega sale event in China present model shopper behavior. Our takes into account wide range features including product category, time...

Service quality is widely taken as a driver of firms' marketing and financial performance. Evaluating service satisfaction multi-criterion decision problem which includes both qualitative quantitative factors, it needs more critical analysis. The aim this paper to identify discuss some the important criteria for measurement based on SERVQUAL method combing with fuzzy analytic hierarchy process (FAHP) methodology. implementation system demonstrated by having three stages contains different...

The aim of this work was to find out an alternative drying process for semi-dry fermented sausages. Fermented sausages were subjected hot air (HA) and microwave vacuum (MWV), respectively. HA carried at 70 °C 60 min. For MWV, three temperatures i.e. 30 °C, 40 50 applied with pressure controlled 80 kPa intensity 6 kW 2 After drying, the dehydration rates determined immediately. products stored room temperature until end experiment. pH value, 2-thiobarbituric acid (TBA) total volatile basic...

The rapid development of e-commerce is a great opportunity for Xinjiang tourism. Based on an objective analysis the status quo Tourism e-commerce, I find that rich in its resources, but conditions developing are not satisfactory. general environment satisfactory and compound talent badly needed. Consequently, countermeasures proposed this article.

Seismic data denoising is an important part of seismic processing, which directly relate to the follow-up processing data. In terms this issue, many authors proposed methods based on rank reduction, sparse transformation, domain and deep learning. However, when noisy, complex uneven, these often lead over-denoising or under-denoising. To solve problems, we a novel method called noise level estimation similarity segmentation for graded denoising. Specifically, first assessed average entire...

Understanding the spatiotemporal dynamics of tourist volume is crucial for effective tourism management and planning. However, existing data analysis methods often fail to capture complex, continuous fluctuations temporal variations in behavior. To address this challenge, we apply functional (FDA) industry provide a more nuanced understanding dynamics. Specifically, perform FDA on real-time from 56 major attractions Beijing, China, revealing intrinsic fluctuation patterns, key factors...

A fuzzy approach to assess service satisfaction values of retailers is discussed in this paper, which has been developed from assessment methods and applied questionnaire analysis retailers' satisfaction. Subjective judgments are often vague it not easy for express the quality using an exact numerical value, suggest necessity a approach. Applying approach, identified organized into five basic types client manager, ordering service, delivering consulting complaint business environment....

Globally, the pandemic of non-communicable chronic diseases (NCDs) has become a critical public health problem. Although NCD prevention been shifting from individual behavioral interventions to broad environmental interventions, it is still necessary promote research on environment and NCDs as whole. Therefore, this conceptual paper aimed develop general novel framework advance line research. The uses socio-ecological approaches that emphasize source rather than end treatment. Specifically,...

The influence of organizational culture (OC) is investigated with external indicators and Fuzzy AHP analysis method in the study. OC a vague conception described lingual expressions while its corresponding also difficult to be assessed. External are defined firstly ascertaining weights each them set Delphi method. Based on indicators, questionnaire designed Likert scales, survey influences performed Guiyang Tobacco Company. results show our proposed an effective way for corporations other...