Modeling the Scaling Properties of Human Mobility in Virtual Space

计算机科学 缩放比例 空格(标点符号) 人体动力学 机动性模型 虚拟空间 互联网 人机交互 数据科学 万维网 人工智能 分布式计算 数学 几何学 操作系统
作者
Mingyan Wang,An Zeng,Chunli Huang
出处
期刊:Research Square - Research Square
标识
DOI:10.21203/rs.3.rs-2744296/v1
摘要

Abstract People are increasingly involved in online activities. Online activities can be regarded as movements in virtual space, such as jumping from webpage to webpage while surfing online, switching channels while watching TV, and browsing commodities while shopping online, which can affect information propagation, innovation spread, social activities, etc. Most previous efforts have been devoted to modeling the scaling properties of human mobility in physical space. Few studies aim to establish a unified and integral model to understand the fundamental dynamics underlying human virtual mobility. In this paper, we study human mobility in virtual space empirically and theoretically based on two datasets involving TV watching and online shopping and attempt to answer three unsolved issues. First, human virtual mobility shares common features, supported by the fact that striking agreements appear in the scaling properties of both datasets. Second, there exists a universal rule governing an individual's choice in virtual mobility, which is distinct from that in the real world due to travel restrictions. Third, there exists a unified model incorporating the behavior rule unique to virtual space under the framework of Exploration and Preferential Return, which can be used to reproduce the scaling properties of virtual mobility. We reveal the mechanism behind human virtual mobility through consistent scaling properties and develop a corresponding dynamic model based on empirical data.
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
大幅提高文件上传限制,最高150M (2024-4-1)

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
chen123完成签到,获得积分10
刚刚
冬狩完成签到,获得积分10
1秒前
追光少年发布了新的文献求助10
3秒前
孙新月完成签到 ,获得积分20
3秒前
zxdlala完成签到,获得积分20
4秒前
4秒前
FashionBoy应助Cyber_relic采纳,获得10
4秒前
ColdSpring完成签到,获得积分10
4秒前
六瓶完成签到,获得积分10
6秒前
6秒前
权志龙发布了新的文献求助10
6秒前
zhangling发布了新的文献求助10
7秒前
青思发布了新的文献求助10
9秒前
10秒前
科研通AI2S应助唐山恶少采纳,获得10
10秒前
10秒前
六瓶发布了新的文献求助10
11秒前
11秒前
mei完成签到,获得积分10
12秒前
晚秋发布了新的文献求助10
16秒前
云氲给云氲的求助进行了留言
16秒前
彭于彦祖应助芒芒采纳,获得30
16秒前
19秒前
20秒前
自信的海蓝完成签到 ,获得积分10
22秒前
香蕉觅云应助坚定的白薇采纳,获得10
22秒前
酷波er应助xuxingjie采纳,获得10
23秒前
CipherSage应助科研通管家采纳,获得10
23秒前
23秒前
完美世界应助科研通管家采纳,获得10
23秒前
无花果应助科研通管家采纳,获得10
23秒前
云中应助科研通管家采纳,获得30
23秒前
科研通AI2S应助科研通管家采纳,获得10
23秒前
Hello应助科研通管家采纳,获得10
23秒前
不配.应助科研通管家采纳,获得50
23秒前
24秒前
科研通AI2S应助科研通管家采纳,获得10
24秒前
24秒前
丘比特应助科研通管家采纳,获得10
24秒前
小二郎应助beibeimao采纳,获得10
24秒前
高分求助中
Evolution 10000
ISSN 2159-8274 EISSN 2159-8290 1000
Becoming: An Introduction to Jung's Concept of Individuation 600
Ore genesis in the Zambian Copperbelt with particular reference to the northern sector of the Chambishi basin 500
A new species of Coccus (Homoptera: Coccoidea) from Malawi 500
A new species of Velataspis (Hemiptera Coccoidea Diaspididae) from tea in Assam 500
PraxisRatgeber: Mantiden: Faszinierende Lauerjäger 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 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 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3160802
求助须知:如何正确求助?哪些是违规求助? 2811883
关于积分的说明 7893940
捐赠科研通 2470842
什么是DOI,文献DOI怎么找? 1315775
科研通“疑难数据库(出版商)”最低求助积分说明 631003
版权声明 602053