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This article aims to analyze the relationship between user characteristics on social networks and influenza.
Methods:
Three specific research questions are investigated: (1) we classify Weibo updates to recognize influenza-related information based on machine learning algorithms and propose a quantitative model for influenza susceptibility in social networks; (2) we adopt in-degree indicator from complex networks theory as social media status to verify its coefficient correlation with influenza susceptibility; (3) we also apply the LDA topic model to explore users’ physical condition from Weibo to further calculate its coefficient correlation with influenza susceptibility. From the perspective of social networking status, we analyze and extract influenza-related information from social media, with many advantages including efficiency, low cost, and real time.
Results:
We find a moderate negative correlation between the susceptibility of users to influenza and social network status, while there is a significant positive correlation between physical condition and susceptibility to influenza.
Conclusions:
Our findings reveal the laws behind the phenomenon of online disease transmission, and providing important evidence for analyzing, predicting, and preventing disease transmission. Also, this study provides theoretical and methodological underpinnings for further exploration and measurement of more factors associated with infection control and public health from social networks.
Traditional active flutter suppression controllers are designed based on model. However, as the aircraft becomes more and more powerful, the modeling of aeroelastic system becomes difficult and the model-free requirement of controller design becomes more and more urgent. The complexity of industrial processes has brought about massive operational data generated online. Aviation industry development has entered the era of big data. Breaking through the traditional theoretical framework, mining the correlation, evolution and dynamic characteristics of the system from the data is the inevitable choice to meet this demand. In this paper, a data-driven model-free controller is designed, which relies on ridge regression of the input and output variation at each operating point of the closed-loop controlled system to recursively derive the iterative format of the control signals and ensure the numerical stability of the signals. The controller can only use the real-time measurement of the system’s online input and output data for continuous correction, to achieve the purpose of flutter suppression. Then flutter suppression of a three-degree-of-freedom binary wing with a control surface is studied, and the superiority of model-free controller is demonstrated by comparing it with the optimal controller.
This keyword essay discusses the importance of centering Indigenous perspectives as Victorianists engage in the work of “decolonizing” their research and teaching. It underscores the necessity of citing Native and First Nations scholars and activists and of building reciprocal relations with living Indigenous communities in both local and global contexts.
Micas are the most common hosts of lithium in granitoid igneous rocks. Unfortunately, their Li contents cannot be determined by electron-probe microanalysis (EPMA) which is the most common method of mineral analysis. In an effort to avoid the use of other, technically more complex and expensive methods, several empirical schemes for the estimation of Li-contents from EPMA data have been developed. The methods proposed by Tischendorf (Mineralogical Magazine, 1997) have found the widest application. After 25 years of common usage, we have evaluated these methods by direct Li determination using laser ablation-inductively coupled plasma-mass spectrometry (LA–ICP–MS). Approximately 3000 spot analyses of Li in micas from eight areas worldwide obtained by LA–ICP–MS were compared with the values yielded by the methods of Tischendorf. We conclude that none of the lithium estimation methods can compensate fully for a real local analysis by LA–ICP–MS or secondary-ion mass spectrometry (SIMS). Generally, SiO2-based estimation for trioctahedral micas provides a better match to the analysed values than F-based estimation for dioctahedral micas. The Rb-based estimation for dioctahedral micas does not provide acceptable results. The usage of averaged Si- and F-based estimations can be accepted in common petrological studies for a general characterisation of mica species. Large errors of individual spot estimations preclude their usage in detailed mineralogical studies.
Mass transport in suspensions of swimming microorganisms is one of the most important factors for the colonisation and growth of microorganisms. Hydrodynamic interactions among swimming microorganisms play an important role in mass transport, especially in highly concentrated suspensions. To elucidate the influence of highly concentrated cells on mass transport, we numerically simulated mass transport in lattices of squirmers that were fixed in space and oriented in the same direction. The effects of different volume fractions, Péclet numbers ($Pe$) and lattice configurations on mass transport were quantified by tracking Lagrangian material points that move with background flow with Brownian diffusivity. Although the flow field became periodic in space and each streamline basically extended in one direction, the motion of tracer particles became diffusive over long durations due to Brownian motion and cross-flows. Flow-induced diffusion was anisotropic and significantly enhanced over Brownian diffusion in the longitudinal direction. We also investigated mass transport in random configurations of squirmers to reproduce more general conditions. Similar enhanced diffusion was also observed in the random configurations, indicating that the flow-induced diffusion appears regardless of the configurations. The present flow-induced diffusion did not follow $Pe$ dependency of the conventional Taylor dispersion due to the cross-flows. The time and velocity scales were proposed, which enabled us to predict the flow-induced diffusivity from the data of the flow field and Brownian diffusivity without solving the mass conservation equation. The findings reported here improve our understanding of the transport phenomena in packed suspensions of swimming microorganisms.
In Studies in the History of the Renaissance (1873), Walter Pater asks if “modern art” can “represent men and women in these bewildering toils so as to give the spirit at least an equivalent for the sense of freedom?” I discuss how the notions of both subjective and aesthetic autonomy that Pater refers to here have gotten a bad rap for the past century or so for helping facilitate the liberal, capitalist, and imperialist projects of the nineteenth century. I then argue, however, that the version of autonomy described in the writings of Pater and other Victorian aesthetes and decadents is actually quite different from the bourgeois, Enlightenment notion of sovereign subjectivity that has been rightfully critiqued by postmodernists and poststructuralists. I end by suggesting that aestheticist and decadent versions of autonomy, which affirm humanity's capacity to unmake and remake ourselves and our society via the aesthetic, might serve as a resource for countering the racist Western myth Sylvia Wynter refers to as “biocentricity”: the notion that humankind,and thus the hierarchies that justify the uneven distributions of power, is wholly and intractably in thrall to natural laws beyond our control.
Sugar is in the bloodstream of our modern world. We crave it as a treat and fear it as an increasingly urgent health risk. Although sugar had been used for centuries in small quantities as a spice, a medicine, and a foodstuff, it was only in the nineteenth century that it became the omnipresent, mass-produced, habit-forming, and health-impacting commodity we recognize today. This article charts the staggering increase in sugar production in the Victorian period—from 572,000 tons in 1830 to 6.1 million tons by 1890—to suggest that sugar, and acts of consuming it, acquired figurative and culturally contingent meanings that Victorian writers could use to represent and respond to some of the most pressing cultural questions of their day. For scholars of the nineteenth century, sugar affords us a lens for viewing Victorian cultural change and for interrogating the stories that Britain continues to tell itself today about the physical, economic, and moral health of the nation.
This essay surveys the variant meanings and uses of the term “girl” caused by gender, age, class, race, and etymological differences. It argues that the extremes of idealization and contempt expressed toward girls and through the figure of the girl accentuate the girl's use as a fulcrum for assigning value in Victorian literature and culture.
How much time has passed since the publication of VLC’s Keywords issue five years ago? This is not a trick question. Students of nineteenth-century British literature and culture are primed to see five years as a long time (“with the length of five long summers”), and events at both national and global scales have encouraged a widespread sense that 2018 is located less in the recent past than on the far side of a divide—in the Before Times. On the other hand, the long view encouraged by a scholarly focus on a period that ended over a century ago may see little or no meaningful time as having passed between 2018 and 2023. Moreover, on a more quotidian level, the very pace of scholarship—the amount of time it typically takes to conceive, research, write, and publish work, even for those without a Casaubonian bone in their bodies—can make five years seem like no time at all (“five summers that flew by,” as Wordsworth might have put it had he been on an academic calendar).
Paper represents a potent but underexplored keyword for Victorian studies today. Not only is it the unacknowledged techno-material a priori of Victorian studies itself, but its histories also offer material connections that link literary texts, bureaucracy, and consumer culture to global ecologies and resource extraction.
The classical model of evaporation of liquids hinges on Maxwell's assumption that the air near the liquid's surface is saturated. It allows one to find the evaporative flux without considering the interface separating liquid and air. Maxwell's hypothesis is based on an implicit assumption that the vapour-emission capacity of the interface exceeds the throughput of air (i.e. its ability to pass the vapour on to infinity). If this is indeed so, then the air adjacent to the liquid would get quickly saturated, justifying Maxwell's hypothesis. In the present paper, the so-called diffuse-interface model is used to account for the interfacial physics and thus derive a generalised version of Maxwell's boundary condition for the near-interface vapour density. It is then applied to a spherical drop floating in air. It turns out that the vapour-emission capacity of the interface exceeds the throughput of air only if the drop's radius is $r_{d}\gtrsim 10\ \mathrm {\mu } \mathrm {m}$, but for $r_{d}\approx 2\ \mathrm {\mu } {\rm m}$, the two are comparable. For $r_{d} \lesssim 1\ \mathrm {\mu } {\rm m}$, evaporation is interface-driven, and the resulting evaporation rate is noticeably smaller than that predicted by the classical model.
Most older adults prefer to age in place, which for many will require home and community care (HCC) support. Unfortunately, HCC capacity is insufficient to meet demand due in part to low wages, particularly for personal support workers (PSWs) who provide the majority of paid care. Using Ontario as a case study, this paper estimates the cost and capacity impacts of implementing wage parity between PSWs employed in HCC and institutional long-term care (ILTC). Specifically, we consider the cost of increased HCC PSW wages versus expected savings from avoiding unnecessary ILTC placement for those accommodated by HCC capacity growth. The expected increase in HCC PSW retention would create HCC capacity for approximately 160,000 people, reduce annual health system costs by approximately $7 billion, and provide an 88 per cent return on investment. Updating wage structures to reduce turnover and enable HCC capacity growth is a cost-efficient option for expanding health system capacity.
In eastern North America, Indigenous peoples domesticated several crops that are now extinct. We present experimental data that alters our understanding of the domestication of one of these—goosefoot (Chenopodium berlandieri). Ancient domesticated goosefoot has been recognized on the basis of seed morphology, especially a decrease in the thickness of the seed coat (testa). Nondomesticated goosefoot also sometimes produces seeds that look similar or even identical to domesticated ones, but researchers believed that such seeds were rare (1%–3%). We conducted a common garden experiment and a series of carbonization experiments to better understand the determinants of seed polymorphism in archaeobotanical assemblages. We found that goosefoot produces much higher percentages of thin-testa seeds (mean 50% in our experiment, 15%–34% in free-living parent populations) than previously reported. We also found that cultivated plants produce more thin-testa seeds than their free-living parents, demonstrating that this trait is plastic in response to a garden environment. The carbonization experiments suggest that thin-testa seeds preserve under a larger window of conditions than thick-testa seeds, contrary to our expectations. These results suggest that (1) carbonized, phenotypically mixed assemblages should be interpreted cautiously, and (2) developmental plasticity and genetic assimilation played a role in the domestication of goosefoot.
Raymond Williams influentially claimed that the history of the English novel could be organized through the problem of the “knowable community.” This keyword entry rehearses, clarifies, and extends the idea of the “knowable” in Williams's theory of the novel. I argue that the dialectical (neither entirely subjective nor entirely objective) dimension of the concept has been overlooked, with attendant consequences for the important transition between George Eliot and Thomas Hardy in Williams's account.
Two new species of Microlaimidae: Microlaimus paraaffinis sp. nov. and Pseudomicrolaimus major sp. nov. are described from Yangma Island, the Yellow Sea. M. paraaffinis sp. nov. is characterized by body length 662–785 μm, six inner and six outer labial sensilla papilliform, four short cephalic setae 3–4 μm in length, amphidial fovea cryptocircular at level of buccal cavity, spicules L-shaped with equal thickness, gubernaculum boat shaped, tail conico-cylindrical with short cylindrical portion. P. major sp. nov. is characterized by large body size, six inner labial sensilla papilliform, six outer labial sensilla and four cephalic sensilla setiform, eight subcephalic setae present, amphidial fovea cryptospiral, anterior pharynx region at the buccal cavity widened, posterior pharynx region with oval-shaped bulb, spicules curved with proximal portion enlarged, gubernaculum boat shaped, tail short and conical. Pictorial key to genus Pseudomicrolaimus is given.
We prove a contact non-squeezing phenomenon on homotopy spheres that are fillable by Liouville domains with large symplectic homology: there exists a smoothly embedded ball in such a sphere that cannot be made arbitrarily small by a contact isotopy. These homotopy spheres include examples that are diffeomorphic to standard spheres and whose contact structures are homotopic to standard contact structures. As the main tool, we construct a new version of symplectic homology, called selective symplectic homology, that is associated to a Liouville domain and an open subset of its boundary. The selective symplectic homology is obtained as the direct limit of Floer homology groups for Hamiltonians whose slopes tend to $+\infty$ on the open subset but remain close to $0$ and positive on the rest of the boundary.
This keyword essay on "women" responds to heated debates surrounding the term “pregnant person” in the aftermath of the Supreme Court's 2022 Dobbs decision and argues for the continued usefulness of “women” to Victorian studies. While “pregnant person” allows institutions and thinkers to signal their recognition that the population requiring reproductive services includes trans men and nonbinary people, the curtailment of reproductive rights is often fueled by misogyny, which cannot be conceptualized without “women” as a category. Here, we are witnessing the reemergence of a field of discursive tension: between the coalitional power of the term “women” as used by feminists, on one hand, and the feminist goal to normalize inclusive language to honor and make visible marginalized experiences, on the other. We want to highlight that, first, such categories need not be mutually exclusive and that, second, the category “women” remains relevant to Victorian studies. We advocate not for the ascendancy of the term “women,” nor its dominance over other, crucial terms such as “trans” and “queer,” but simply for keeping “women” in play. Doing so makes space for strategic forms of coalition, historically precise scholarship, the recognition of trans women's identities, and intersectional analyses.
Talk of meaning and meaningfulness, ubiquitous today, only emerges in the nineteenth century. This emergence remains to be explained and calls into question accounts of modernity that treat “meaning” as a stable, timeless concept.
Investment managers connected to plans sponsors are more likely to be hired than not-connected managers. The magnitude of the selection effect is comparable to that of prior performance. Ex post, connections do not result in higher post-hiring returns. Relationships are thus conducive to asset gathering by investment managers but do not generate commensurate pecuniary benefits for plan sponsors.
We investigate what it means for a (Hausdorff, second-countable) topological group to be computable. We compare several potential definitions based on classical notions in the literature. We relate these notions with the well-established definitions of effective presentability for discrete and profinite groups, and compare our results with similar results in computable topology.