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受众在线转化率的 SWOT 分析:景区项目的应用研究。

SWOT Approach for Audience Online Conversion Rate: An Applied Research on Scenic Spot Projects.

机构信息

Chengdu Jincheng College, Chengdu 611731, China.

Jiangxi University of Technology, Nanchang 330098, China.

出版信息

J Environ Public Health. 2022 Jul 18;2022:7795524. doi: 10.1155/2022/7795524. eCollection 2022.

Abstract

With the rapid development of social economy and people's increasing requirements for spiritual life, tourism projects are booming. At the same time, in order to improve their competitiveness, tourism regions also pay great attention to the attraction of performing arts projects to the audience, especially the online conversion rate. The original online conversion rate survey method cannot effectively judge the online conversion, and the comprehensive judgment ability is weak. At present, there is a lack of necessary analysis methods in the research of audience online conversion rate, so the research results cannot meet the actual requirements. Moreover, there are some deficiencies in the research depth of conversion rate at home and abroad. In order to shorten the abovementioned gap, comprehensive analysis methods should be applied to focus on online transformation. Based on the abovementioned reasons, this paper proposes a method based on SWOT to build a prediction model of audience online conversion rate. First, SWOT is used to cluster the data of strengths, weaknesses, potential dangers, and competitors and sort the data to judge the importance of different data, so as to improve the accuracy of the online conversion rate judgment results of viewers. Then, SWOT classifies the data to form analysis particles in different aspects and analyzes the co-evolution and optimal results of analysis particles in different aspects. After a simulation test, the SWOT model constructed in this paper is superior to the online conversion rate survey method in terms of calculation accuracy and calculation time and the overall effect is higher. At the same time, the integration of threshold, weight, and other adjustment functions further enhances the analysis effect of SWOT model. Therefore, a SWOT model can accurately and quickly predict the online conversion rate of audience.

摘要

随着社会经济的快速发展和人们对精神生活需求的不断增加,旅游项目蓬勃发展。与此同时,为了提高竞争力,旅游区也非常注重演艺项目对观众的吸引力,尤其是线上转化率。原始的线上转化率调查方法无法有效判断线上转化率,综合判断能力较弱。目前,观众线上转化率的研究缺乏必要的分析方法,因此研究结果无法满足实际需求。此外,国内外转化率的研究深度也存在一些不足。为了缩小上述差距,应采用综合分析方法来重点关注线上转型。基于上述原因,本文提出了一种基于 SWOT 的方法,用于构建观众线上转化率预测模型。首先,利用 SWOT 对优势、劣势、潜在威胁和竞争对手的数据进行聚类和排序,以判断不同数据的重要性,从而提高观众线上转化率判断结果的准确性。然后,SWOT 对数据进行分类,形成不同方面的分析颗粒,并分析不同方面的分析颗粒的协同演化和最优结果。经过模拟测试,本文构建的 SWOT 模型在计算准确性、计算时间和整体效果方面均优于线上转化率调查方法。同时,阈值、权重等调整功能的集成进一步增强了 SWOT 模型的分析效果。因此,SWOT 模型可以准确、快速地预测观众的线上转化率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ada/9313966/c3baf4b070df/JEPH2022-7795524.001.jpg

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