中国公共图书馆与文化旅游的融合:基于游客评论挖掘的图书馆吸引力要素分析

IF 7.4 1区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Tingting Jiang , Yanrun Xu , Yao Li , Yikun Xia
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引用次数: 0

摘要

在中国,公共图书馆与旅游业的融合是一种新兴趋势,旨在促进图书馆的可持续发展。然而,人们对图书馆旅游的吸引力和表现仍缺乏准确的认识。本研究以全国所有一级公共图书馆为对象,从热门的在线旅游平台上收集了图书馆游客提供的共计 70,301 条在线评论。基于主题建模和情感分析,对 41,255 条有效评论进行了文本挖掘,揭示了图书馆旅游吸引力的七个主要组成部分。中国公共图书馆作为旅游景点的总体表现令人满意(a¯= 0.732609),但不同要素之间存在差异:在环境和氛围、建筑和室内设计、位置和交通方面表现优异(a¯i> 0.8),在网络人气、馆藏和文化活动方面表现适当(0.6 <a¯i<0.8),在人员和服务方面表现尚可(a¯i> 0.5)。对从评论中提取的 883 条负面意见进行的专题分析进一步确定了对每个组成部分的绩效产生负面影响的 22 个主要挑战。此外,非对称影响绩效分析认为,建筑和室内设计是基本要素,位置和交通是线性要素,这表明视觉美观、交通便利的公共图书馆具有最大的旅游潜力。本研究建立了一个混合方法分析框架,为中国图书馆旅游的成功提供了实证证据。此外,它还为这一新兴旅游趋势在全球的发展提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integration of public libraries and cultural tourism in China: An analysis of library attractiveness components based on tourist review mining
The integration of public libraries and tourism represents an emerging trend in China, aiming to foster sustainable development of libraries. However, there still lacks an accurate understanding of the attractiveness and performance of library tourism. Targeting all the national first-tier public libraries in China, this study collected a total of 70,301 online reviews provided by library tourists from popular online travel platforms. Text mining on 41,255 valid reviews, based on topic modeling and sentiment analysis, revealed seven primary components of library tourism attractiveness. Chinese public libraries demonstrated a satisfactory overall performance as tourist attractions (a¯= 0.732609), though variations were observed across different components: performance was excellent (a¯i> 0.8) in environment & atmosphere, architectural & interior design, and location & transportation, adequate (0.6 < a¯i<0.8) in online popularity, library collections, and cultural events, and just acceptable (a¯i> 0.5) in personnel & services. A thematic analysis on 883 negative opinions extracted from the reviews further identified 22 major challenges negatively impacting the performance of each component. Additionally, an asymmetric impact-performance analysis recognized architectural & interior design as the basic component and location & transportation as the linear component, suggesting that visually aesthetic and conveniently located public libraries hold the highest potential for tourism. This study establishes a mixed-methods analytical framework and provides empirical evidence about the success of library tourism in China. In addition, it offers valuable insights for the global development of this burgeoning tourism trend.
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来源期刊
Information Processing & Management
Information Processing & Management 工程技术-计算机:信息系统
CiteScore
17.00
自引率
11.60%
发文量
276
审稿时长
39 days
期刊介绍: Information Processing and Management is dedicated to publishing cutting-edge original research at the convergence of computing and information science. Our scope encompasses theory, methods, and applications across various domains, including advertising, business, health, information science, information technology marketing, and social computing. We aim to cater to the interests of both primary researchers and practitioners by offering an effective platform for the timely dissemination of advanced and topical issues in this interdisciplinary field. The journal places particular emphasis on original research articles, research survey articles, research method articles, and articles addressing critical applications of research. Join us in advancing knowledge and innovation at the intersection of computing and information science.
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