Limits of predictability in human mobility
NettetHere we explore the limits of predictability in human dynamics by studying the mobility patterns of anonymized mobile phone users. By measuring the entropy of each … NettetHere we explore the limits of predictability in human dynamics by studying the mobility patterns of anonymized mobile phone users. By measuring the entropy of each …
Limits of predictability in human mobility
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Nettet4. jan. 2024 · Spatio-temporal constraints coupled with social constructs have the potential to create fluid predictability to human mobility patterns. Accordingly, predictability in … Nettetto get a single number for the predictability of human mobility, rather than a function of spatiotemporal res-olution. Our new approach shows that the upper limit on the predictability of this type of mobility is around arXiv:1608.06419v4 [physics.soc-ph] 4 …
Nettet11. okt. 2013 · The findings indicate that human mobility is highly dependent on historical behaviors, and that the maximum predictability is not only a fundamental theoretical …
NettetLimits of predictability in human mobility. Science 327, 5968 (2010), 1018 – 1021. Google Scholar [49] Song L., Kotz D., Jain R., and He X.. 2004. Evaluating location predictors with extensive Wi-Fi mobility data. In Proceedings of INFOCOM’04, Vol. 2. IEEE, 1414 – 1424. Google Scholar [50] Teh Yee Whye. 2006. Nettet19. feb. 2010 · Here we explore the limits of predictability in human dynamics by studying the mobility patterns of anonymized mobile phone users. By measuring the entropy of each individual’s trajectory, we find a 93% potential predictability in user mobility across …
Nettet18. jul. 2024 · Limits of Predictability in Human Mobility依据熵值分析得出了理论上人类空间访问行为有93%可以精确预测的(指预测下一次访问的地点，精确到手机基站覆盖 …
Nettet5. jun. 2008 · Figure 1: Basic human mobility patterns. a, Week-long trajectory of 40 mobile phone users indicates that most individuals travel only over short distances, but a few regularly move over hundreds ... gifting peopleNettet16. feb. 2013 · Here we explore the limits of predictability in human dynamics by studying the mobility patterns of anonymized mobile phone users. By measuring the entropy of each individual’s trajectory,... fsa eligible otc items 2022Nettet21. mar. 2024 · By measuring the uncertainties of movements using entropy, considering both the frequencies and temporal correlations of individual trajectories, we find that the … fsa eligible items at walmartNettet11. okt. 2013 · Our findings indicate that human mobility is highly dependent on historical behaviors, and that the maximum predictability is not only a fundamental theoretical limit for potential predictive power, but also an approachable target for actual prediction accuracy. Publication types Research Support, N.I.H., Extramural Research Support, … gifting perm doughNettetIn this paper, we propose new theoretical limits of predictability, namely Context-Transition Predictability, which not only captures the sequential patterns of human … gifting personal allowance to spouseNettetIn recent decades, the frequency and intensity of natural disasters has increased significantly, and this trend is expected to continue. Therefore, understanding and predicting human behavior and mobility during a disaster will play a vital role in planning effective humanitarian relief, disaster management, and long-term societal reconstruction. gifting people on fortniteNettet19. jul. 2024 · Here we explore the limits of predictability in human dynamics by studying the mobility patterns of anonymized mobile phone users. By measuring the entropy of each individual's trajectory, we find a 93% potential predictability in user mobility across the whole user base. fsa eligible mobility scooter