Spatial Movement Research Articles

Spatiotemporal feature mining algorithm based on multiple minimum supports of pattern growth in Internet of Things

The temporal and spatial characteristics of users are involved in most Internet of Things (IoT) applications. The spatial and temporal movement patterns of users are the most direct manifestation of the temporal and spatial characteristics. The user’s interests, activities, experience and other characteristics are reflected by mobile mode. In view of the low clustering efficiency of moving objects in convergent pattern mining in the IoT, a spatiotemporal feature mining algorithm based on multiple minimum supports of pattern growth is proposed. Based on the temporal characteristics of user trajectories, frequent and asynchronous periodic spatiotemporal movement patterns are mined. Firstly, the location sequence is modeled, and the time information is added to the model. Then, a mining algorithm of asynchronous periodic sequential pattern is adopted. The algorithm is based on multiple minimum supports of pattern growth. According to multiple minimum supports, the sequential pattern of asynchronous period is mined deeply and recursively. Finally, the proposed method is validated and evaluated by Gowalla dataset, in which the user characteristics are truly reflected. It is shown by the experimental results that the average pointwise mutual information (PWI) of the proposed algorithm reaches 0.93. And the algorithm is proved to be effective and accurate.

Neural coding of action in three dimensions: Task- and time-invariant reference frames for visuospatial and motor-related activity in parietal area V6A.

Goal-directed movements involve a series of neural computations that compare the sensory representations of goal location and effector position, and transform these into motor commands. Neurons in posterior parietal cortex (PPC) control several effectors (e.g., eye, hand, foot) and encode goal location in a variety of spatial coordinate systems, including those anchored to gaze direction, and to the positions of the head, shoulder, or hand. However, there is little evidence on whether reference frames depend also on the effector and/or type of motor response. We addressed this issue in macaque PPC area V6A, where previous reports using a fixate-to-reach in depth task, from different starting arm positions, indicated that most units use mixed body/hand-centered coordinates. Here, we applied singular value decomposition and gradient analyses to characterize the reference frames in V6A while the animals, instead of arm reaching, performed a nonspatial motor response (hand lift). We found that most neurons used mixed body/hand coordinates, instead of "pure" body-, or hand-centered coordinates. During the task progress the effect of hand position on activity became stronger compared to target location. Activity consistent with body-centered coding was present only in a subset of neurons active early in the task. Applying the same analyses to a population of V6A neurons recorded during the fixate-to-reach task yielded similar results. These findings suggest that V6A neurons use consistent reference frames between spatial and nonspatial motor responses, a functional property that may allow the integration of spatial awareness and movement control.

Principles of structural construction of spatially adaptive electromechanical systems with variable structure and geometry of the active surface

The salient trends of the development of modern technology, which is associated with the creation of complex spatial systems with the ability to adapt the spatial geometry of the working unit in accordance with changes in external factors are analyzed. The principles of genetic structure formation of spatially distributed modular electromechanical systems with adaptive active surface geometry are determined. The macrogenetic programs of genetically permissible basic Species of electromechanical structures with variable geometry and orientation of the active surface are determined. The dominant role of replication, mutation, and structural isomerism operators in the synthesis of spatially adaptive systems of a modular type are shown. The mechanisms of intergeneric mutations were first investigated, which determine the principles of structure formation of the objects of "elastic electromechanics", the functioning of which is accompanied by a change of the geometry of the active surface. The presence of a stable deterministic relationship between the electromagnetic chromosomes of the genetic program and isomeric chromosome compositions, with the layout of the active inductor modules and the type of spatial movement of the technological product were identified. The reliability of genetic programs and synthesis results is confirmed by the example of project synthesis of a competitive modular electromechanical system with an adaptive spatial structure, consisting of a robotic technological complex designed to operate steel pipes and sheet metal. The research results provide a systematic basis for the formulation of problems of innovative synthesis of new structural varieties of electromechanical systems with spatially adaptive modular structure of the active surface.

Flickr data for analysing tourists’ spatial behaviour and movement patterns

论用Flickr数据来分析游客空间行为和动线模式—聚类分析对比分析摘要 研究目的本论文旨在分析图片分享平台Flickr对截取游客空间动线信息和景点（POI）游览行为的适用性, 并且对比最知名的几种聚类分析手段, 以确定不同情况下的POI。研究设计/方法/途径本论文首先从Flickr上摘录下图片大数据, 比如上传时间、地点、用户等。其次, 本论文使用DBSCAN和k-means聚类分析参数来将上传图片分配给POI隐性变量。最后, 本论文采用关联规则挖掘分析（FP-growth参数）和序列样式勘探分析（GSP参数）以确认游客行为模式。研究结果本论文以慕尼黑城市为样本, 截取2015年13,545张图片。POIs由DBSCAN和k-means聚类分析将其分配到有名的POIs。由此, 本论文证明了两种技术对不同用法的各自优势。关联规则挖掘分析显示了显著联系（support：1%−4.6%；lift：1.4%−32.1%）, 序列样式勘探分析确立了相关频率游览次序（support：0.6%−1.7%。研究理论限制/意义本论文的理论贡献在于, 根据图片数据, 通过对比分析不同聚类分析技术对确立POIs, 并且证明关联规则挖掘分析和序列样式勘探分析各有千秋又互相补充的分析技术以确立游客空间行为。研究现实意义本论文的现实意义在于, 强调了大数据的来源, 比如Flickr,证明了其对于有效代替传统数据的潜力, 以分析在游客在一个旅游目的地的空间行为和动线模式。特别是这种方法实现了实时自动可操作性等优势。研究原创性/价值本论文展示了一种方法, 这种方法通过聚类分析社交媒体上的上传图片以确立POIs, 以及通过关联规则挖掘分析和序列样式勘探分析来分析游客空间行为。本论文对于不同聚类分析以确立不同适用情况下的POIs的确立提出了独到见解。

An Urban Mobility Model with Buildings Involved

Urban Mobility Models (UMMs) are fundamental tools for estimating the population in urban sites and their spatial movements over time. Most existing UMMs were developed primarily in 2D. However, we argue that people’s movements and living patterns involve 3D space, i.e., buildings, which can heavily affect the accuracy of UMMs. In this article, we for the first time conduct a comprehensive study on the impacts of buildings on human movements and the effect on UMMs. We innovatively capture the impacts by developing a Semi-absorbing Urban Mobility model (SUM) and theoretically prove its properties on its difference from that of previous UMMs. We also show that calibrating our original SUM may need a large number of parameters. As such, we develop two SUM extensions with a substantially reduced number of parameters, making calibration practical. Our evaluation also demonstrates that, as a basis for supporting mobile applications in an intracity and hourly scale, the SUM is far superior to previous UMMs. In a case study, we also show that the performance of the resource allocation scheme in a cellular network substantially improves by using SUM, with a reduction in the packet loss probability of 3.19 times.

Active acoustic telemetry tracking and tri-axial accelerometers reveal fine-scale movement strategies of a non-obligate ram ventilator

BackgroundCalifornia horn sharks (Heterodontus francisci) are nocturnally active, non-obligate ram ventilating sharks in rocky reef habitats that play an important ecological role in regulating invertebrate communities. We predicted horn sharks would use an area restricted search (ARS) movement strategy to locate dense resource patches while minimizing energetic costs of travel and nighttime activity. As ectotherms, we predicted environmental temperature would play a significant role in driving movement and activity patterns.MethodsContinuous active acoustic tracking methods and acceleration data loggers were used to quantify the diel fine-scale spatial movements and activity patterns of horn sharks. First passage time was used to identify the scale and locations of patches indicative of ARS. Activity was assessed using overall dynamic body acceleration (ODBA) as a proxy for energy expenditure. Behavior within a patch was characterized into three activity patterns: resting, episodic burst activity, and moderate, consistent activity.ResultsAfter resting in daytime shelters, individuals travelled to multiple reefs throughout the night, traversing through depths of 2–112 m and temperatures of 10.0–23.8 °C. All sharks exhibited area restricted search patch use and arrived at their first patch approximately 3.4 ± 2.2 h (mean ± SD) after sunset. Sharks exhibited moderate, consistent activity in 54% of the patches used, episodic burst activity in 33%, and few (13%) were identified as resting at night. ODBA peaked while sharks were swimming through relatively deeper (~ 30 m), colder channels when traversing from one patch to the next. There was no consistent pattern between ODBA and temperature.ConclusionsWe provide one of the largest fine-scale, high-resolution paired data sets for an elasmobranch movement ecology study. Horn sharks exhibited ARS movement patterns for various activity patterns. Individuals likely travel to reefs known to have profitable and predictable patches, potentially tolerating less suitable environmental temperatures. We demonstrate how gathering high-resolution information on the movement decisions of a community resident enhances knowledge of community structure and overall ecosystem function.

It's in the news: Characterising Indonesia's wild bird trade network from media-reported seizure incidents

Devising strategic conservation plans to curb Indonesia's wild bird trade is pivotal to protect species. However, limited understanding of nation-wide trade network patterns could hinder this urgently necessary action. Currently, available information either have restricted geographical scope or is focused on trans-national analysis, limiting understanding of domestic-level nation-wide spatial movement and patterns of traded birds. In this paper, we use media-reported local seizures to understand patterns in a domestic-level wild bird trade network. Indonesia's bird trade network involved 18 countries (including Indonesia), all 34 provinces, and 132,945 confiscated birds from 157 species. Songbirds (Passeriformes) (83.8% of all birds) dominated the trade, with the highest number of birds in demand for songbird competitions and listed as of conservation concern in the IUCN Red List. The most important region and the main transit point was Jakarta, the most important source of birds was Lampung and the most important destination for birds was West Java. Malaysia was the most important international source of songbirds (mostly smuggled into Indonesia), while the Philippines was the main international destination for the smuggling of Parrots and Cockatoos. Seizures mostly occur near transit and destination regions, and fewer near source regions. Despite the identified patterns, it is likely a small portion of the actual size of Indonesia's bird trade. This paper provided a low-cost approach for a rapid wildlife trade network analysis and could be easily used to identify trade patterns of other taxa in other countries.

Spatial and temporal tourism considerations in liminal landscapes

Anthropogenic geographic studies in tourism should consider the liminality of the experience. Tourism by definition means a temporal and/or spatial movement takes place. How the tourist interacts and behaves during this transitory experience is a logical progression into human leisure behaviour. Several recent international gatherings of geographers provide the foundation to explore liminality in tourism and we build on those papers in this special issue. The papers are varied in geographies, yet have a central theoretical basis in all things liminal. Invited papers in this special issue are founded on the research presented at two international geography conferences in sessions devoted to tourism. The American Association of Geographers meeting in Boston, Massachusetts in 2017 and the Royal Geographic Society with the Institute of British Geographers in Cardiff, Wales in 2018 gathered geographers from around the world to study this theme. The following papers give the most comprehensive geographic review in tourism to date and we encourage additional dialogue.

Lateral Motion of Towed Underwater Vehicle within the Problem of Continental Shelf Monitoring

Lateral motion dynamics was studied of a robotic towed underwater system designed to monitor the continental shelf and consisting of a towed vehicle and a tow wireline. In regard to underwater vehicles of the type in question, it is quite correct to represent spatial motion in the form of a super-position consisting of two flat motions, i.e., longitudinal motion in the vertical plane and lateral motion in the horizontal plane. Dynamics of the towed system longitudinal motion within the monitoring problem was considered in a previously published work by the authors. The present work is its natural continuation and development traditionally accepted in the problems of the underwater vehicles spatial motion mechanics. Diagram of the towed vehicle operation and its hydrodynamic characteristics are presented; besides, mathematical model of a wireline and also a model of the wireline-towed vehicle system lateral motion were constructed. Probable steady system motions were analyzed, issues of balancing, as well as those of the towed vehicle dynamic stability when moving at a constant depth were considered. Results of numerical calculations were provided. The results obtained were considered in conjunction with the results of the authors' above mentioned work related to the towed vehicle longitudinal motion and make it possible to select such system parameters that provide the specified character of spatial movements in the process of monitoring the continental shelf taking into consideration the need to perform turns in the horizontal plane at changing directions and to ensure vertical maneuvers when avoiding underwater obstacles.

Enumeration strategy differences revealed by saccade-terminated eye tracking

Brain regions involved in saccadic eye movements partially overlap with a frontoparietal network implicated in encoding numerosities. Eye movement patterns may plausibly reflect strategic scanning behaviours to resolve the open-ended task of efficiently enumerating visual arrays. If so, these patterns may help explain individual differences in enumeration acuity in terms of well-understood visual attention mechanisms. Most enumeration eye-tracking paradigms, however, do not allow for direct manipulation of eye movement behaviours to test these claims. In the current study we terminated trials after a specified number of saccades to systematically probe the time course of enumeration strategies. Fifteen adults (11 naïve, 4 informed) enumerated random dot arrays under three conditions: (1) a novel saccade-terminated design where arrays were visible until one, two or four saccades had occurred; (2) a duration-terminated design where arrays were shown for 250, 500 or 1000 ms; and (3) a response-terminated design where arrays were visible until a response. Participants gave more accurate responses when enumerating saccade-terminated trials despite taking a similar time as in the duration-terminated trials. When participants were informed how trials would terminate, their saccade onset latencies shifted to match task demands. Rotating saccade vectors to align with salient image locations accounted for variability in the orientation of saccade trajectories. These findings (1) show a combination of stimulus-derived visual processing and task-based strategic demands account for enumeration eye movements patterns, (2) validate a novel saccade-contingent trial termination procedure for studying sequences of enumeration eye movements, and (3) highlight the need to include analyses of spatial and temporal eye movement patterns into models of visual enumeration strategies.

Extreme site fidelity of the olm (Proteus anguinus) revealed by a long‐term capture–mark–recapture study

AbstractThe biology of cave‐dwelling species is a fascinating area, yet it is understudied due to logistic constraints, especially in regard to aquatic organisms. The olm (Proteus anguinus) is the largest known troglobiont vertebrate, showing extreme life‐history characteristics such as a possible lifespan of over 100 years and a reproductive cycle of over 12 years. However, most studies carried out on the species to date are based on laboratory studies, resulting in a severe lack of ecological data from natural populations studied in their original habitat. We applied a capture–mark–recapture approach on an Eastern Herzegovinian population for eight years to reveal its spatial strategy and general movement patterns. We found thatP. anguinusis sedentary, can often be found within a few square metres over several years, and their moving distance is uncorrelated with the time elapsed between recaptures. Previous laboratory studies constrained to confined space and artificial environments have already suggested site fidelity and our results from a natural population confirm this. The low reproductive activity of the species together with the reported extreme site fidelity makes this top predator of aquatic cave communities highly vulnerable and a sensitive bio‐indicator of habitat‐changing human activities.

Spatial movement pattern recognition in soccer based on relative player movements.

Knowledge of spatial movement patterns in soccer occurring on a regular basis can give a soccer coach, analyst or reporter insights in the playing style or tactics of a group of players or team. Furthermore, it can support a coach to better prepare for a soccer match by analysing (trained) movement patterns of both his own as well as opponent players. We explore the use of the Qualitative Trajectory Calculus (QTC), a spatiotemporal qualitative calculus describing the relative movement between objects, for spatial movement pattern recognition of players movements in soccer. The proposed method allows for the recognition of spatial movement patterns that occur on different parts of the field and/or at different spatial scales. Furthermore, the Levenshtein distance metric supports the recognition of similar movements that occur at different speeds and enables the comparison of movements that have different temporal lengths. We first present the basics of the calculus, and subsequently illustrate its applicability with a real soccer case. To that end, we present a situation where a user chooses the movements of two players during 20 seconds of a real soccer match of a 2016–2017 professional soccer competition as a reference fragment. Following a pattern matching procedure, we describe all other fragments with QTC and calculate their distance with the QTC representation of the reference fragment. The top-k most similar fragments of the same match are presented and validated by means of a duo-trio test. The analyses show the potential of QTC for spatial movement pattern recognition in soccer.

Determinants of Seasonal Migration of Jharkhand: An Empirical Investigation

In Jharkhand, migration from rural to urban areas accounted for more than half of seasonal migration flows. In terms of spatial movements, rural–urban migration dominates migration for economic reasons. In Jharkhand seasonal migration is high and it is very high among the socio‐economically deprived and marginal groups. This paper examines the association between seasonal migration and its determining factors, particularly socio‐economic status; it observes that there is a significant negative association between economic status and temporary migration. Socio‐economically deprived and marginal groups such as ST, SC, Muslim, household from lower Monthly Per Capita Expenditure quintile and household having lower land holding have a greater propensity to migrate seasonally, which also reflects its distress‐driven nature. The study has found no significant effects of educational attainment on the propensity to migrate. Our results have numerous potential policy implications, including the design of typical social; security schemes for Jharkhand.

Reducing nest predation of ground-nesting birds through conditioned food aversion

Populations of many ground-nesting bird species have declined substantially due to several factors, and predation can be a leading contributor to these declines. As a method for reducing the nest predation on ground-nesting birds, we tested whether conditioned food aversion (CFA) can reduce red-legged partridge (Alectoris rufa) nest predation by red foxes (Vulpes vulpes). With a before-after control-impact design we deployed 1329 artificial nests in two different habitats in Central Spain using thiram as an aversive. Artificial nests were monitored by camera traps to identify the red fox individuals during the predation events. 26 foxes were GPS-tagged to monitor their spatial movements and feeding behavior. Partridge density and productivity were monitored to assess the thiram treatment effect on partridge population. Thiram treatment decreased artificial nest predation by foxes in both study sites by 26.8–50.1%, but this was compensated by an increased predation by other predators, possibly enhanced by the availability of our artificial nests. 78% of identified foxes that ingested thiram-treated eggs, stopped nest predation after treatment. Foxes maintained stable territories during the whole study period. Partridge productivity was 132–677% higher in thiram-treatment areas than in control areas, and partridge density after treatment increased more in thiram-treated areas (193–292%) than in control areas (1.8–99%). Our study shows that CFA reduced ground nest predation by foxes, and had a positive effect on the partridge population despite the compensatory predation. This method could be used as a non-lethal tool for conservation of endangered ground-nesting bird species.

Home range, site fidelity and synchronous migrations of three co-occurring, morphologically distinct estuarine fish species

Determining the movement behaviours of animals is essential for understanding population dynamics. This is fundamental for developing effective spatial management strategies and in assessing the response of species to anthropogenic disturbance. This study uses a Bayesian state-space model applied to acoustic transmitter data to describe the temporal and spatial movement patterns of three estuarine fish species commonly targeted by recreational anglers in southeast Australia: Black Bream (Acanthopagrus butcheri), Sand Flathead (Platycephalus bassensis), and Brown Trout (Salmo trutta). Despite morphological differences between the three species, several common traits were observed in their movement and behaviour. Of the 50 individuals across all three species that were tracked, the vast majority remained within the estuary where they were tagged for the duration of the study. While the home ranges of the three species differed in size, all individuals remained resident around the mid-estuary where the majority of fish were tagged were released. Each of the species also displayed seasonal migrations, presumably linked to spawning. The timing of the beginning of these migrations was well synchronised both within and among species, starting in late spring/early summer. This suggests that environmental factors such as water temperature and day length may play an important role in cueing spawning behaviour for each of the species. These migratory behaviours suggest adverse changes to estuarine conditions such as reduced river flows may have potential consequences for spawning success for some species and hence implications for fisheries management.

Spatial dynamics of a nonlocal model with periodic delay and competition

Each species is subject to various biotic and abiotic factors during growth. This paper formulates a deterministic model with the consideration of various factors regulating population growth such as age-dependent birth and death rates, spatial movements, seasonal variations, intra-specific competition and time-varying maturation simultaneously. The model takes the form of two coupled reaction–diffusion equations with time-dependent delays, which bring novel challenges to the theoretical analysis. Then, the model is analysed when competition among immatures is neglected, in which situation one equation for the adult population density is decoupled. The basic reproduction number$\mathcal{R}_0$is defined and shown to determine the global attractivity of either the zero equilibrium (when$\mathcal{R}_0\leq 1$) or a positive periodic solution ($\mathcal{R}_0\gt1$) by using the dynamical system approach on an appropriate phase space. When the immature intra-specific competition is included and the immature diffusion rate is neglected, the model is neither cooperative nor reducible to a single equation. In this case, the threshold dynamics about the population extinction and uniform persistence are established by using the newly defined basic reproduction number$\widetilde{\mathcal{R}}_0$as a threshold index. Furthermore, numerical simulations are implemented on the population growth of two different species for two different cases to validate the analytic results.

Evaluating measurement accuracy and repeatability with a new device that records spatial knee movement

A novel portable system has been used to evaluate spatial knee movement, but its accuracy and repeatability is not known. The aim of this study was to investigate the accuracy and repeatability of the measurement. Ten healthy participants were included, and the knee motion trajectory during walking were assessed. Six evaluations were conducted (three days by two raters) for each participant. The motion parameters at the key points and the range of motion were statistically analyzed. Intraclass correlation coefficients (ICC), standard error of the measurement (SEM), and the Bland-Altman method were used. For intra-rater repeatability, 1) the ICC values range from 0.75 to 0.9 for rotations; and 0.64 to 0.96 for translations. Among the ICC values, 100% of rotations and 90% of translations were not less than 0.70; 2) among the SEM values, 100% of rotations were not more than 5°, while 73.3% of translations were less than 3 mm. For inter-rater repeatability, 1) the ICC values range from 0.68 to 0.99 for rotations; and 0.57 to 0.93 for translations. Among the ICC values, 95.6% of rotations and 82.2% of translations were not less than 0.70; 2) among the SEM values, 100% of rotations were not more than 5°, and 48.9% of translations were less than 3 mm. The Bland-Altman plots showed good agreement for intra- and inter- repeatability. The results indicated that the accuracy and repeatability of the measurement were acceptable, except for the inter-rater repeatability for translation. This may help researchers and physicians better interpret the measurement data.

New Research in the Military History of the Late Rome and early Byzantium. A review of : Mekhamadiev, E. A. (2019). A Military Organization of the Later Roman Empire in 253–353 AD: From Emperor Gallienus’ Reforms to the Age of the Tetrarchy (253–305). St. Petersburg: Peterburgskoe Vostokovedenie Publishers. 406 p.

This paper states that the monograph published E. A. Mekhamadiev, a researcher from St. Petersburg, is a fundamental study of the Later Roman military organization, with especial attention to the epigraphic and papyrological accounts. The use of these sources allows the author to reconstruct the history of specific military units, their spatial movements, participation in various military campaigns and wars, and changes in their ranks. Important is that Mekhamadiev examined the internal (organizational) structure of all regional armies of the Roman empire from 253 to 305 and not restricted himself to specific and narrow aspects of history of a particular province or country. The author of the book under present review has analysed the data related to both the eastern and the western imperial provinces, discovered close interrelations of the western and eastern provinces, and indicated permanent movements of the military units from the west to east and in the opposite direction depending on the geopolitical and home political situation.

Changes in the home range sizes of terrestrial vertebrates in response to urban disturbance: a meta-analysis

Abstract The unprecedented growth rate in human population and the increasing movement of people to urban areas is causing a rapid increase in urbanisation globally. Urban environments may restrict or affect the behaviour of many animal species. Importantly, urban populations may change their spatial movement, particularly decreasing their home ranges in response to habitat fragmentation, the presence of landscape barriers and the availability and density of resources. Several species-specific studies suggest that urban animals decrease their home ranges compared with their non-urban counterparts; however, it remained unclear whether this pattern is widespread across taxa or is instead restricted to specific taxonomic groups. Consequently, we conducted a meta-analysis, collecting 41 sets of data comparing home ranges in both natural and urban environments in 32 species of reptiles, birds and mammals. We calculated effect sizes as the difference in animal home range sizes between natural and urban environments. We found that the home ranges were smaller in urban environments compared with natural environments (mean effect size = −0.844), and we observed a similar result when considering birds and mammals separately. We also found that home range sizes were not significantly affected when disturbance in urban areas was minimal, which suggests that many species may be able to tolerate low levels of disturbance without changing their movement patterns. Our study thus indicates that increasing levels of urbanisation restrict the spatial movement of species across taxa; this information is relevant for ecological studies of further urban species as well as for the development of management strategies for urban populations.

Coming Out, Going Home

Despite the historical centrality of Western cities as sites of queer cultural settlement, larger global economic and political forces have vociferously shaped, dispersed, and altered dreams of mobility for gay Taiwanese millennials in the age of globalization. While Taiwanese gay millennials follow a seemingly universal “rural-to-urban,” “East-to-West” movement trajectory, this study also explicates local nuanced ramifications running against the common trend. Drawn upon five-year ethnographic studies in Taiwan, this study examines how parents could to some extent conform to societal pressures by co-creating a life narrative to the society. Parents/family appear to contribute to how participants' decision on spatial movement but gay male millennials with supportive parents are eventually “going home.” However, the concept of home is configured by multiple economic and social forces involving (1) the optimal distance with the biological family and (2) the proper performances of consumption policed and imposed by the gay community in the neoliberal Taiwanese society.