An Overview and Perspectives On Bidirectional Intelligence: Lmser Duality, Double IA Harmony,and Causal Computation

Advances on bidirectional intelligence are overviewed along three threads,with extensions and new perspectives.The first thread is about bidirectional learning architecture,exploring five dualities that enable Lmser six cognitive functions and provide new perspectives on which a lot of extensions and particularlly flexible Lmser are proposed.Interestingly,either or two of these dualities actually takes an important role in recent models such as U-net,ResNet,and Dense Net.The second thread is about bidirectional learning principles unified by best yIng-yAng(IA)harmony in BYY system.After getting insights on deep bidirectional learning from a bird-viewing on existing typical learning principles from one or both of the inward and outward directions,maximum likelihood,variational principle,and several other learning principles are summarised as exemplars of the BYY learning,with new perspectives on advanced topics.The third thread further proceeds to deep bidirectional intelligence,driven by long term dynamics(LTD)for parameter learning and short term dynamics(STD)for image thinking and rational thinking in harmony.Image thinking deals with information flow of continuously valued arrays and especially image sequence,as if thinking was displayed in the real world,exemplified by the flow from inward encoding/cognition to outward reconstruction/transformation performed in Lmser learning and BYY learning.In contrast,rational thinking handles symbolic strings or discretely valued vectors,performing uncertainty reasoning and problem solving.In particular,a general thesis is proposed for bidirectional intelligence,featured by BYY intelligence potential theory(BYY-IPT)and nine essential dualities in architecture,fundamentals,and implementation,respectively.Then,problems of combinatorial solving and uncertainty reasoning are investigated from this BYY IPT perspective.First,variants and extensions are suggested for AlphaGoZero like searching tasks,such as traveling salesman problem(TSP)and attributed graph matching(AGM)that are turned into Go like problems with help of a feature enrichment technique.Second,reasoning activities are summarized under guidance of BYY IPT from the aspects of constraint satisfaction,uncertainty propagation,and path or tree searching.Particularly,causal potential theory is proposed for discovering causal direction,with two roads developed for its implementation.

概念车欣赏——NISSAN SPORT CONCEPT

日产Sport概念车是一台3门4座小车，它拥有运动车的外表以及舒适的车厢内装，具有良好支撑的前桶形座椅采用灰色的皮革绷制，集成4点式安全带，充分表现加速以及精神充沛的感觉。而动感的车顶线条，大尺寸的尾翼，大有方进气口以及裙边包围，还有大尺寸的轮毂都在塑造了一种绝对不妥协的运动姿态，如同游戏世界里的改装跑车，车厢能舒服的容纳4个成年人，不过前排座椅才是主角，更能体现运动的特点。

草根·职业·梦想:中国sportsmanship之时代特征探析——以“矣进宏CBA首秀”为例

平凡草根书写逐梦华章,是中国体育精神(sportsmanship)的独特浪漫。通过自然语言处理模型BERTopic,以及媒介框架与“诠释包裹”理论,挖掘“矣进宏CBA首秀”的媒介框架设置以及舆情主题特征,进而以小见大剖析中国sportsmanship的时代特征。认为:“矣进宏CBA首秀”拥有“感恩与回馈”“拼搏与追梦”“助力与团结”“错愕与反思”“小梦与大梦”五个框架,舆情网络围绕草根与职业的身份对立展开,进而呈现出以“草根精神—敢梦敢当”的希望传递、“团结互惠—爱之道德”的国家赓续、“人格尊重—超越规则”的公平竞争为主要时代特征的sportsmanship。

Intelligent Biometric Information Management

We advance here a novel methodology for robust intelligent biometric information management with inferences and predictions made using randomness and complexity concepts. Intelligence refers to learning, adap- tation, and functionality, and robustness refers to the ability to handle incomplete and/or corrupt adversarial information, on one side, and image and or device variability, on the other side. The proposed methodology is model-free and non-parametric. It draws support from discriminative methods using likelihood ratios to link at the conceptual level biometrics and forensics. It further links, at the modeling and implementation level, the Bayesian framework, statistical learning theory (SLT) using transduction and semi-supervised lea- rning, and Information Theory (IY) using mutual information. The key concepts supporting the proposed methodology are a) local estimation to facilitate learning and prediction using both labeled and unlabeled data;b) similarity metrics using regularity of patterns, randomness deficiency, and Kolmogorov complexity (similar to MDL) using strangeness/typicality and ranking p-values;and c) the Cover – Hart theorem on the asymptotical performance of k-nearest neighbors approaching the optimal Bayes error. Several topics on biometric inference and prediction related to 1) multi-level and multi-layer data fusion including quality and multi-modal biometrics;2) score normalization and revision theory;3) face selection and tracking;and 4) identity management, are described here using an integrated approach that includes transduction and boosting for ranking and sequential fusion/aggregation, respectively, on one side, and active learning and change/ outlier/intrusion detection realized using information gain and martingale, respectively, on the other side. The methodology proposed can be mapped to additional types of information beyond biometrics.

Orchard Sports Injury and Illness Classification System (OSIICS) Version 15

Background:Sports medicine(injury and illnesses)requires distinct coding systems because the International Classification of Diseases is insuf-ficient for sports medicine coding.The Orchard Sports Injury and Illness Classification System(OSIICS)is one of two sports medicine coding systems recommended by the International Olympic Committee.Regular updates of coding systems are required.Methods:For Version 15,updates for mental health conditions in athletes,sports cardiology,concussion sub-types,infectious diseases,and skin and eye conditions were considered particularly important.Results:Recommended codes were added from a recent International Olympic Committee consensus statement on mental health conditions in athletes.Two landmark sports cardiology papers were used to update a more comprehensive list of sports cardiology codes.Rugby union protocols on head injury assessment were used to create additional concussion codes.Conclusion:It is planned that OSIICS Version 15 will be translated into multiple new languages in a timely fashion to facilitate international accessibility.The large number of recently published sport-specific and discipline-specific consensus statements on athlete surveillance warrant regular updating of OSIICS.

Orientation and Decision-Making for Soccer Based on Sports Analytics and AI:A Systematic Review

Due to ever-growing soccer data collection approaches and progressing artificial intelligence(AI) methods, soccer analysis, evaluation, and decision-making have received increasing interest from not only the professional sports analytics realm but also the academic AI research community. AI brings gamechanging approaches for soccer analytics where soccer has been a typical benchmark for AI research. The combination has been an emerging topic. In this paper, soccer match analytics are taken as a complete observation-orientation-decision-action(OODA) loop.In addition, as in AI frameworks such as that for reinforcement learning, interacting with a virtual environment enables an evolving model. Therefore, both soccer analytics in the real world and virtual domains are discussed. With the intersection of the OODA loop and the real-virtual domains, available soccer data, including event and tracking data, and diverse orientation and decisionmaking models for both real-world and virtual soccer matches are comprehensively reviewed. Finally, some promising directions in this interdisciplinary area are pointed out. It is claimed that paradigms for both professional sports analytics and AI research could be combined. Moreover, it is quite promising to bridge the gap between the real and virtual domains for soccer match analysis and decision-making.

Eight of ten patients return to daily activities, work, and sports after total knee arthroplasty

BACKGROUND Besides return to work(RTW)and return to sports(RTS),patients also prefer to return to daily activities(RTA)such as walking,sleeping,grocery shopping,and domestic work following total knee arthroplasty(TKA).However,evidence on the timelines and probability of patients’RTA is sparse.AIM To assess the percentage of patients able to RTA,RTW,and RTS after TKA,as well as the timeframe and influencing factors of this return.METHODS A retrospective cohort study with prospectively collected data was conducted at a medium-sized Dutch orthopedic hospital.Assessments of RTA,RTW,and RTS were performed at 3 mo and/or 6 mo following TKA.Investigated factors en-compassed patient characteristics,surgical characteristics,and preoperative patient-reported outcomes.RESULTS TKA patients[n=2063;66 years old(interquartile range[IQR]:7 years);47%male;28 kg/m2(IQR:4 kg/m2)]showed RTA ranging from 28%for kneeling to 94%for grocery shopping,with 20 d(IQR:27 d)spent for putting on shoes to 74 d(IQR:57 d)for kneeling.RTW rates varied from 62%for medium-impact work to 87%for low-impact work,taking 33 d(IQR:29 d)to 78 d(IQR:55 d).RTS ranged from 48%for medium-impact sports to 90%for low-impact sports,occurring within 43 d(IQR:24 d)to 90 d(IQR:60 d).One or more of the investigated factors influenced the return to each of the 14 activities examined,with R²values ranging from 0.013 to 0.127.CONCLUSION Approximately 80%of patients can RTA,RTW,and RTS within 6 mo after TKA.Return is not consistently in-fluenced by predictive factors.Results help set realistic pre-and postoperative expectations.

Exploring influences and risk of bias of studies on return to sport and work after lateral ankle sprain:A systematic review and metaanalysis

BACKGROUND Lateral ankle sprains are the most common traumatic musculoskeletal injuries of the lower extremity,with an incidence rate of 15%-20%.The high incidence and prevalence highlights the economic impact of this injury.Ankle sprains lead to a high socioeconomic burden due to the combination of the high injury incidence and high medical expenses.Up to 40%of patients who suffer from an ankle sprain develop chronic ankle instability.Chronic instability can lead to prolonged periods of pain,immobility and injury recurrence.Identification of factors that influence return to work(RTW)and return to sports(RTS)after a lateral ankle sprain(LAS)may help seriously reduce healthcare costs.AIM To explore which factors may potentially affect RTW and RTS after sustaining an LAS.METHODS EMBASE and PubMed were systematically searched for relevant studies published until June 2023.Inclusion criteria were as follows:(1)Injury including LAS or chronic ankle instability;(2)Described any form of treatment;(3)Assessment of RTW or RTS;(4)Studies published in English;and(5)Study designs including randomized controlled clinical trials,clinical trials or cohort studies.Exclusion criteria were:(1)Studies involving children(age<16 year);or(2)Patients with concomitant ankle injury besides lateral ankle ligament damage.A quality assessment was performed for each of the included studies using established risk of bias tools.Additionally quality of evidence was assessed using the GRADEpro tool in cases where outcomes were included in the quantitative analysis.A best evidence synthesis was performed in cases of qualitative outcome analysis.For all studied outcomes suitable for quantitative analysis a forest plot was created to calculate the effect on RTW and RTS.RESULTS A total of 8904 patients were included in 21 studies,10 randomized controlled trials,7 retrospective cohort studies and 4 prospective cohort studies.Fifteen studies were eligible for meta-analysis.The overall RTS rate ranged were 80%and 83%in the all treatments pool and surgical treatments pool,respectively.The pooled mean days to RTS ranged from 23-93 d.The overall RTW rate was 89%.The pooled mean time to RTW ranged from 5.8-8.1 d.For patients with chronic ankle instability,higher preoperative motivation was the sole factor significantly and independently(P=0.001)associated with the rate of and time to RTS following ligament repair or reconstruction.Higher body mass index was identified as a significant factor(P=0.04)linked to not resuming sports or returning at a lower level(median 24,range 20-37),compared to those who resumed at the same or higher level(median 23,range 17-38).Patients with a history of psychological illness or brain injury,experienced a delay in their rehabilitation process for sprains with fractures and unspecified sprains.The extent of the delayed rehabilitation was directly proportional to the increased likelihood of experiencing a recurrence of the ankle sprain and the number of ankle-related medical visits.We also observed that 10%of athletes who did return to sport after lateral ankle sprain without fractures described non-ankle-related reasons for not returning.CONCLUSION All treatments yielded comparable results,with each treatment potentially offering unique advantages or benefits.Preoperative motivation may influence rehabilitation after LAS.Grading which factor had a greater impact was not possible due to the lack of comparability among the included patients.

完全匹配层吸收边界条件研究

为了提高人为截断边界的吸收效率,提出了一种完全匹配层边界吸收衰减因子——正、余弦型吸收衰减因子。采用声波波动方程,并应用统一格式的高阶交错网格有限差分法来构建正演递推算子实现声波全波场正演计算(边界处差分阶数依次递减)。以单层均匀介质模型为例,研究不同吸收层厚度与介质速度和声波模拟主频的关系。数值试算结果表明,不同吸收层厚度所消耗的时间按一定的函数关系变化,边界吸收层厚度与速度和最大频率之间无明确的对应关系,边界吸收层厚度所占节点数不小于6个时就可以得到较好的边界吸收效果。以Marmousi模型为例研究了完全匹配层边界吸收衰减因子在复杂地质模型中的边界吸收效果,与解析解的对比可知,该边界吸收衰减因子能在复杂地质模型中取得满意的边界吸收效果。

中国体育学术英文期刊的画像分析:以Journal of Sport and Health Science为例

Journal of Sport and Health Science《运动与健康科学》(英文版),简称JSHS,是我国内地地区第一本英文体育学术期刊,深入分析和全面认识JSHS的期刊画像特征,对我国体育学术英文期刊国际化发展实践和建设世界一流期刊均具有重要现实意义。采集Web of Science数据库中2012-2022年755篇JSHS论文,基于科学计量的方法,系统挖掘了JSHS在时间产出、作者合作、机构分布、刊文热点与趋势等特征,还从影响因子、即年指标、被引半衰期等指标,对标对表British Journal of Sports Medicine(简称BJSM,英国运动医学杂志)进行深入分析。研究发现:JSHS作为新创的体育科学期刊和我国建设世界一流期刊的代表,总体发展势头良好。年载文量稳步增长,期刊影响因子、论文影响力显著提升。论文高产机构来自上海体育学院、北卡罗莱纳大学、卡尔加里大学等,高产作者有Walter Herzog、刘宇、于冰、陈佩杰等,作者队伍越来越壮大,且呈团队合作趋势。JSHS在不断发展中形成6大主题群,包括儿童青少年运动与健康促进、老年人群运动与健康、运动表现分析、运动损伤、运动与疾病风险以及运动与认知功能。对标对表BJSM分析,JSHS在出版周期、年发文量、论文影响力等方面亟需提升。

An integrated spatial planning of the mountainous landscapes for ski sports in a case area at the eastern Türkiye

Mountainous regions have disadvantages in economic development because of harsh physical and climatic conditions.However,winter tourism activities are one of the key components for supporting economic development in the highlands.Establishing a ski resort area supports direct and indirect employment in a region,and it stops immigration from mountainous regions to other places.This research aimed to assess the potential ski areas using a multi criteria evaluation technique in the Van region which is located in the eastern part of Türkiye.In this context,snow cover duration,sun effect,slope,slope length,elevation,population density,distance from main roads and lake visibility were used as input factors in the decision making process.Each factor was standardized using a fuzzy technique based on existing well-known ski centers in Türkiye.The weight of inputs was defined by applying a survey to the professional skiers.The most important factors were detected as transportation opportunities and snow covers whereas,the least important factors were elevation and population density.Additionally,lake visibility was very important to make a difference from other existing facilities in the region.Therefore,it was included as constraints and lake visible areas were extracted at the final stage of the research.Potential ski areas were mapped in three levels as professional,intermediate and beginner skiers.One of the suitable areas was selected as a sample projection and for the 3D simulation of the ski investment area.Potential costs and benefits were discussed.It was found that a ski tourism area investment can be amortized in 3 years in the region.

Enhanced Surveillance for National (Handicapped) Sports Games in Wakayama, Japan 2015

Introduction: We undertook enhanced surveillance of the 2015 Kinokuni Wakayama National Sports Games (70th National Sports Games) and the Kinokuni Wakayama Handicapped Sports Games (15th National Handicapped Sports Games) held in Wakayama prefecture in 2015, for which this paper presented operational details and an evaluation. Methods: Enhanced surveillance conducted involved (Nursery) School Absenteeism Surveillance system ((N)SASSy), Prescription Surveillance, and Ambulance Transfer Surveillance from 30 August through 9 November. We evaluated those surveillances on all days including weekends, integrated the results as a daily report, and published it on the web. Results: We found no cluster or cases requiring more tracing and investigation except for suspected cases of rubella in (N)SASSy. Moreover, no moderate aberration was found for two consecutive days for the same area and symptom. Conclusion: Our experience with this enhanced surveillance presents important lessons for countermeasures by local governments for mass gatherings or politically important events.

基于电子地图的遥感影像自动粗定位研究

在GIS的基础上,提出了一种新的遥感图像自动定位方法.将GIS技术和遥感技术相结合,利用GIS软件从电子地图中提取出线状图层一定范围内各点的经纬度坐标,将这些信息作为参考源,同时对遥感图像进行二值化和边沿提取,将提取出来的遥感图像的线状特征作为目标源,然后在分辨率匹配和投影变换的基础上对二者进行匹配,引入Hausdorff距离作为相似性测度,最后获取遥感图像的定位信息.

Research on Sports Public Service Supply in the Chengdu-Chongqing Twin-City Economic Circle under the Background of Regional Economic Development

Using literature,questionnaires,interviews,and mathematical statistics to investigate the current situation of sports public services in the Chengdu-Chongqing Twin-city Economic Circle.The results show that there are some problems in Chengdu-Chongqing sports public services,such as big difference in the development level of supply between urban and rural areas,low supply level,low efficiency,supply mechanism defect,lack of social sports instructors,an outstanding contradiction between the quality of sports public service and residents’demand.To address the problems,government departments should accelerate the transformation of government functions,improve the relevant regulations and systems,increase the investment in sports public services,improve the quality of supply,cultivate the backbone team,integrate resources,and combine the national characteristics with regional characteristics,take into account the personalized needs of the residents,combine the sports public services with intelligence,and build the service system of“Internet+Fitness.”

转型期我国有效体育需求不足问题研究

运用问卷调查及资料分析的方法研究转型期我国有效体育需求发展的水平及社会经济环境。结果表明,转型期虽然我国的有效体育需求水平呈总体上升趋势,但体育消费额占居民收入和消费总支出的比例还很小,整个体育产业对GDP的贡献是很有限的。加快完善社会保障体制的步伐,努力提高低收入者的可支配收入,增强居民的体育消费意识,完善体育市场服务体系,政府运用税收手段调节体育商品供给是提高我国有效体育需求的有效手段。

面向信息内容安全的文本过滤和分类系统研究与实现

本文设计并实现了一个面向信息内容安全应用的文本过滤与自动分类系统。系统采取探测器和分类器两个步骤实现高速网络环境下数据截取、还原、分类的功能。探测器采取简单规则匹配和高速字符串匹配算法来提高数据截取和自身的过滤性能,分类器采取基于简单向量空间模型设计,采取自动学习和人工干预相结合的方法来提高系统的查准率和查全率。本文给出了探测器和分类器在实际应用时的技术性能。

Media Sporting Events as Platforms for‘Soft Power’and Digital Activism

Mediatic sporting events are increasingly used in the geopolitical arena to gain consensus, at the same time emerging as platforms for the discussion of social issues, such as human rights and sustainability. This article presents an investigation into the role of mediatic sporting events and digital platforms in sparking political debate and social engagement to bring about change, including discussions on global and local interests and the performances of activist fans to promote debate on specific issues. The investigation employs a quantitative methodology. The initial inductive analysis uses a matrix of cultural key-frames of the empowerment and protest that accompany media sporting events, verifying their presence and effectiveness in different communication milieus. An analysis of the representation of protests on social media was performed through content analysis. The results of the investigation show that mediatic sporting events are to be understood as a diverse range of generators of multiple political effects: from the exercise of power to mass mobilization and media criticism.

Return to sport following toe phalanx fractures:A systematic review

BACKGROUND Evidence-based guidance on return to sport following toe phalanx fractures is limited.AIM To systemically review all studies recording return to sport following toe phalanx fractures(both acute fractures and stress fractures),and to collate information on return rates to sport(RRS)and mean return times(RTS)to the sport.METHODS A systematic search of PubMed,MEDLINE,EMBASE,CINAHL,Cochrane Library,Physiotherapy Evidence Database,and Google Scholar was performed in December 2022 using the keywords‘Toe’,‘Phalanx’,‘Fracture’,‘injury’,‘athletes’,‘sports’,‘non-operative’,‘conservative’,‘operative’,‘return to sport’.All studies which recorded RRS and RTS following toe phalanx fractures were included.RESULTS Thirteen studies were included:one retrospective cohort study and twelve case series.Seven studies reported on acute fractures.Six studies reported on stress fractures.For the acute fractures(n=156),63 were treated with primary conservative management(PCM),6 with primary surgical management(PSM)(all displaced intra-articular(physeal)fractures of the great toe base of the proximal phalanx),1 with secondary surgical management(SSM)and 87 did not specify treatment modality.For the stress fractures(n=26),23 were treated with PCM,3 with PSM,and 6 with SSM.For acute fractures,RRS with PCM ranged from 0 to 100%,and RTS with PCM ranged from 1.2 to 24 wk.For acute fractures,RRS with PSM were all 100%,and RTS with PSM ranged from 12 to 24 wk.One case of an undisplaced intra-articular(physeal)fracture treated conservatively required conversion to SSM on refracture with a return to sport.For stress fractures,RRS with PCM ranged from 0%to 100%,and RTS with PCM ranged from 5 to 10 wk.For stress fractures,RRS with PSM were all 100%,and RTS with surgical management ranged from 10 to 16 wk.Six cases of conservatively-managed stress fractures required conversion to SSM.Two of these cases were associated with a prolonged delay to diagnosis(1 year,2 years)and four cases with an underlying deformity[hallux valgus(n=3),claw toe(n=1)].All six cases returned to the sport after SSM.CONCLUSION The majority of sport-related toe phalanx fractures(acute and stress)are managed conservatively with overall satisfactory RRS and RTS.For acute fractures,surgical management is indicated for displaced,intra-articular(physeal)fractures,which offers satisfactory RRS and RTS.For stress fractures,surgical management is indicated for cases with delayed diagnosis and established nonunion at presentation,or with significant underlying deformity:both can expect satisfactory RRS and RTS.

Scientific evidence is just the starting point: A generalizable process for developing sports injury prevention interventions

Background: The 2 most cited sports injury prevention research frameworks incorporate intervention development, yet little guidance is available in the sports science literature on how to undertake this complex process. This paper presents a generalizable process for developing implementable sports injury prevention interventions, including a case study applying the process to develop a lower limb injury prevention exercise training program(Footy First) for community Australian football.Methods: The intervention development process is underpinned by 2 complementary premises:(1) that evidence-based practice integrates the best available scientific evidence with practitioner expertise and end user values and(2) that research evidence alone is insufficient to develop implementable interventions.Results: The generalizable 6-step intervention development process involves(1) compiling research evidence, clinical experience, and knowledge of the implementation context;(2) consulting with experts;(3) engaging with end users;(4) testing the intervention;(5) using theory; and(6)obtaining feedback from early implementers. Following each step, intervention content and presentation should be revised to ensure that the final intervention includes evidence-informed content that is likely to be adopted, properly implemented, and sustained over time by the targeted intervention deliverers. For Footy First, this process involved establishing a multidisciplinary intervention development group, conducting 2targeted literature reviews, undertaking an online expert consensus process, conducting focus groups with program end users, testing the program multiple times in different contexts, and obtaining feedback from early implementers of the program.Conclusion: This systematic yet pragmatic and iterative intervention development process is potentially applicable to any injury prevention topic across all sports settings and levels. It will guide researchers wishing to undertake intervention development.

基于影像尺度空间表达与鲁棒Hausdorff距离的快速角点特征匹配方法

快速影像匹配是进行影像时间序列分析与飞行器导航的重要方法。本文对待匹配影像进行高斯低通滤波预处理时,运用影像的尺度空间表达思想对不同分辨率的基准影像和实时影像选择了相应的σ值进行卷积滤波处理,使基准影像和实时影像具有相近的分辨率,从而提高两影像所提取角点的重复率,使得影像的正确匹配概率得到提高。然后用基于影像几何结构分析的改进的快速角点探测算法进行了影像的角点提取;最后用本文提出的改进的鲁棒Hausdorff距离进行了基准影像和实时影像的匹配。实验证明,本文方法对影像噪声和灰度变化不敏感,具有抗影像尺度变化的能力。在基准影像和实时影像灰度差变化较大的情况下, 收稿日期:2004 07 16;修回日期:2004 11 15基金项目:航天预研基金资助项目(2003)作者简介:安 如(1963 ),女,江苏淮安人,副教授,博士生,目前主要研究方向为数字影像处理与匹配。依然能取得较高的正确匹配概率。由于采用基于影像信息量评价的搜索策略和快速角点提取算法,匹配速度也较快。