Visualization and Analysis of Knowledge Graph for the Integration of Traditional Culture and Rural Tourism Industry

中心性 旅游 计算机科学 图形绘制 图形 可视化 知识抽取 突出 知识管理 业务 数据挖掘 地理 理论计算机科学 人工智能 数学 考古 组合数学
作者
Rong Ai,Jianwei Song,Xiaowei Xie
出处
期刊:Applied mathematics and nonlinear sciences [De Gruyter]
卷期号:9 (1)
标识
DOI:10.2478/amns.2023.2.01308
摘要

Abstract In order to promote the integrated development of culture and the tourism industry, this paper explores the integration of traditional culture and the rural tourism industry. Firstly, a bottom-up knowledge graph construction method is designed based on the DGCN relational extraction model, Muhead-CU-FL-BE entity extraction model and Neo4j high-performance graph database. Then, based on the domain and characteristics of traditional culture and rural tourism industry integration, the knowledge graph of rural traditional culture and tourism industry integration is constructed from three aspects: line results, ontology model and description of this paper. Finally, the performance of the knowledge graph constructed in this paper is tested on the relevant dataset, and the visualization analysis of industrial integration is carried out through the constructed knowledge graph. The results show that the overall performance of the relationship extraction algorithm in this paper is around 0.7, the entity extraction algorithm has the best performance, and the overall performance is around 0.8, and the ratio of the public ancestor nodes of 5 times linking in the 5th and 6th layers is greater than 0.65. The centrality of culture and tourism industry, cultural and tourism fusion, high-quality development, culture and tourism, and industry fusion are 0.78, 0.60, 0.58, and 0.80. The centrality of the keywords is 0.78, 0.60, 0.58, and 0.80, respectively, 1.00, and the strength of the salient values of each keyword is concentrated around 1~3.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
WD发布了新的文献求助10
刚刚
1秒前
111发布了新的文献求助30
1秒前
楠楠完成签到,获得积分10
1秒前
爆米花应助fkh采纳,获得10
2秒前
3秒前
冰雪物语发布了新的文献求助10
4秒前
灵巧小鸽子完成签到,获得积分10
5秒前
黑暗之神完成签到,获得积分10
6秒前
7秒前
飞雪完成签到,获得积分10
7秒前
荷月初六发布了新的文献求助10
9秒前
JamesPei应助WD采纳,获得10
10秒前
李健的粉丝团团长应助赢赢采纳,获得100
10秒前
苏远山爱吃西红柿完成签到,获得积分10
11秒前
正义狗狗侠完成签到,获得积分10
12秒前
Zzoe_S完成签到,获得积分10
13秒前
xhm完成签到,获得积分10
16秒前
大个应助123采纳,获得10
17秒前
慕青应助全能发文章采纳,获得10
18秒前
21秒前
22秒前
ussiMi发布了新的文献求助10
24秒前
研友_VZG7GZ应助小龙采纳,获得10
24秒前
小冰完成签到,获得积分10
25秒前
害羞外套发布了新的文献求助10
26秒前
26秒前
徐徐完成签到,获得积分10
26秒前
27秒前
30秒前
1111发布了新的文献求助10
30秒前
31秒前
CAOHOU应助文竹采纳,获得10
33秒前
34秒前
丘比特应助冷酷夏烟采纳,获得10
34秒前
35秒前
大个应助小路采纳,获得10
35秒前
37秒前
38秒前
半凡发布了新的文献求助10
38秒前
高分求助中
Picture Books with Same-sex Parented Families: Unintentional Censorship 1000
A new approach to the extrapolation of accelerated life test data 1000
ACSM’s Guidelines for Exercise Testing and Prescription, 12th edition 500
Nucleophilic substitution in azasydnone-modified dinitroanisoles 500
Indomethacinのヒトにおける経皮吸収 400
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 310
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3979719
求助须知:如何正确求助?哪些是违规求助? 3523760
关于积分的说明 11218505
捐赠科研通 3261224
什么是DOI,文献DOI怎么找? 1800507
邀请新用户注册赠送积分活动 879117
科研通“疑难数据库(出版商)”最低求助积分说明 807182