基于数据挖掘的体育成绩管理与体能分析研究

随着信息技术的发展,计算机技术在社会各行业中得到了普及性的应用,网络的普及进一步推进了信息化建设的进程。在素质教育深入开展的背景下,体育教学的重要性逐渐凸显,全民健身意识的培养不仅成为了当前体育教育的一大重任,同时也成为全社会所关注的焦点。因此,进一步推进体育教育信息化建设势在必行。本文基于数据挖掘技术在体育成绩管理与体能分析中的应用展开了研究,以实现对体育成绩的高效管理与分析,并实现对学生体能相关数据的深入分析,最终达到提升学校体育教学质量的目的。

基于ID3算法的大学生成绩数据挖掘与体能分析系统设计

提出将ID3决策树算法应用于体育成绩数据挖掘,以便对学生体能进行有效分析,从而提高体育教学管理的水平和质量。对现有成绩分析的不足进行分析,介绍了系统总体架构和数据挖掘实施流程,对ID3决策树算法的原理和其软件实现流程进行设计。采用Microsoft SQL Server 2012工具多维模式中的Analysis Services开发环境,实现决策树算法软件模块。系统运行结果显示,提出的系统能够为基于数据挖掘的学生成绩管理与分析提供有价值的科学依据。

职业体能融入大学体育教学体系的实用性分析

学生在发展终身体育时应注意与专业学习和未来职业的需要相结合,从应掌握的体育知识、主要的运动项目和技能、技巧、运动能力和身体素质入手。本文主要探讨职业体能融入大学体育教学体系的实用性。

对高校大学生身体成分的测试分析

身体成分与PWC170 在体质研究中日益受到重视。然而 ,对当今女大学生的身体成分的体能测试分析报道甚少。本文对 6 5名女生进行测试分析 ,以求了解她们的身体成分和体能状况 ,为配合“全民健身计划纲要”的实施和增强其体质提供参考依据。

我国空军优秀飞行员体能特征分析与评价

目的分析我国空军优秀飞行员体能特征,建立体能特征模型与发展水平的评价标准。方法在身体形态、身体功能和运动素质3个方面确立了35个初选指标,运用德尔菲法复选出25个指标,以此对我国空军优秀飞行员进行体能测试,并对数据进行统计分析。结果空军优秀飞行员的体能特征具体表现为体型粗壮,身材相对较高,力量素质突出,速度素质强,灵敏与耐力素质好,身体功能优良;建立了空军优秀飞行员体能特征模型与发展水平的评价标准。结论身体围度因子、身体长度因子和最大力量因子是空军优秀飞行员体能特征的主导核心因素,体能特征模型与发展水平的评价标准可为科学评估飞行人员体能状态提供有益参考。

功能性训练干预下篮球动作质量表现及FMS分值研究

篮球是一项对运动员体能要求非常高的有氧运动,运动员在比赛中要发挥多种效应的综合竞技能力。诸多综合竞技能力之中,体能耐力训练是运动员技术、战术训练的根本基础,同时也是训练的重中之重,要对运动员体能进行有针对性的训练首要了解篮球项目的特点以及运动特征后加以分析。本文对哈尔滨师范大学校篮球队队员进行功能动作筛查,通过筛查可以发现运动员的身体异常动作模式;然后通过发现的异常动作模式,采取针对性的训练,教练员通过改善运动员的某些弱侧动作质量预防伤病和身体部位损伤;最后提高运动员的综合竞技能力,最终增强球队实力,取得胜利。

Function and Chromosomal Localization of Differentially Expressed Genes Induced by Marssonina brunnea f.sp.multigermtubi in Populus deltoides

A total of 1,160 differentially expressed genes induced by Marssonina brunnea f. sp. muhigermtubi were identified in Populus deltoides cv. ＇Lux＇ （1-69/55） with two-colour cDNA microarray including 2,952 cDNAs from two cDNA libraries constructed with 72 h inoculated poplar leaves. Functional analysis showed that 1,160 genes were classified into 11 functional categories that are involved in metabolism （15.9%）, signal transduction （9.5%）, transcription and replication （8.7%）, and cell rescue and defense （7.8%）. Among them, 926 genes were sporadically localized on 19 linkage groups. Chromosome 2 contained 102 （11%） differentially expressed genes, followed by chromosome 1 which contains 93 genes （10%）, and chromosome 17 had the least number of differentially expressed genes. Clustering of expressed sequence tags （ESTs） in poplar genome was observed at the terminal regions of several chromosomes. The relationship between cluster of genes and plant defense response would be further studied.

Energy Embodied in Goods in International Trade of China: Calculation and Policy Implications

In recent years, China's energy demand and Greenhouse gas (GHG) emissions have grown very fast, quite an amount of which was exported as energy embodied in goods in international trade rather than consumed domestically. Starting from the concept of embodied energy, based on input-output energy analysis approach, in this paper the energy embodied in goods in international trade of China during the period from 2001 to 2006 is calculated. The results show that although China has become a net importer of petroleum since 1993, China is a net exporter of embodied energy due to international trade in goods. In 2002, the total amount of energy embodied in exported goods was about 410 million tce (ton of coal equivalent, hereinafter referred to as "tce"). Eliminating the amount of energy embodied in imported goods of about 170 million tce, the net export of embodied energy was about 240 million tce, accounting for 16% of the aggregate primary energy consumption of that very year in China, and the net export of embodied emissions was about 150 million tons of carbon. With the rapid growth of China's international trade, assuming no structural input-output changes of among sectors, in 2006 the net export of embodied energy went up to about 630 million tce, an increase of 162 % over 2002. In addition, this paper also analyzes the possible sources of error in calculation, and also discusses the policy implications according to the result of the calculation.

Performance Analysis for Multimedia Communication Systems with a Multilayer Queuing Network Model

Software performance evaluation in multimedia communication systems is typically formulated into a multi-layered client-server queuing network(MLCSQN) problem. However, the existing analytical methods to MLCSQN model cannot provide satisfactory solution in terms of accuracy, convergence and consideration of interlocking effects. To this end, this paper proposes a heuristic solving method for MLCSQN model to boost the performance prediction of distributed multimedia software systems. The core concept of this method is referred to as the basic model, which can be further decomposed into two sub-models: client sub-model and server sub-model. The client sub-model calculates think time for server sub-model, and the server sub-model calculates waiting time for client sub-model. Using a breadthfirst traversal from leaf nodes to the root node and vice versa, the basic model is then adapted to MLCSQN, with net sub-models iteratively resolved. Similarly, the interlocking problem is effectively addressed with the help of the basic model. This analytical solver enjoys advantages of fast convergence, independence on specific average value analysis(MVA) methods and eliminating interlocking effects.Numerical experimental results on accuracy and computation efficiency verify its superiority over anchors.

Energy analysis of face stability of deep rock tunnels using nonlinear Hoek-Brown failure criterion

The nonlinear Hoek-Brown failure criterion was introduced to limit analysis by applying the tangent method. Based on the failure mechanism of double-logarithmic spiral curves on the face of deep rock tunnels, the analytical solutions of collapse pressure were derived through utilizing the virtual power principle in the case of pore water, and the optimal solutions of collapse pressure were obtained by using the optimization programs of mathematical model with regard of a maximum problem. In comparison with existing research with the same parameters, the consistency of change rule shows the validity of the proposed method. Moreover, parametric study indicates that nonlinear Hoek-Brown failure criterion and pore water pressure have great influence on collapse pressure and failure shape of tunnel faces in deep rock masses, particularly when the surrounding rock is too weak or under the condition of great disturbance and abundant ground water, and in this case, supporting measures should be intensified so as to prevent the occurrence of collapse.

Analysis of photonic crystal fiber sensor character

The special character of a PCF which is used as a gas or liquid sensor is discussed. The field distribution is analyzed when the solid core PCF is injected with different medium that has different relative dielectric constant （or refractive index）. And the experiential formulas of the relation between refractive index of some kinds of liquid and their concentration are given, in order to measure the concentration of the relative liquid. At the same time, the effect of propagation constant on PCF sensor character is also discussed. Furthermore, the photonic medium relative dielectric constant, when it is injected with . band-gap （PBG） of PCF （PBG-PCF） is calculated at different different medium. That is the principle basis for this kind of PCF sensors.

Associations among children's situational motivation,physical activity participation,and enjoyment in an active dance video game

Purpose:The purpose of this study was to examine the relationships between children's situational motivation and physical activity(PA)levels in a Dance Dance Revolution(DDR)program,and perceived PA enjoyment.Methods:A sample of 215 elementary children participated in a weekly 30-min DDR program.Children's situational motivation toward DDR(intrinsic motivation,identified regulation,external regulation,and amotivation)was measured,followed by the measurement of their accel-erometer-determined moderate to vigorous PA(MVPA)in DDR.Children then reported their PA enjoyment.Results:Only intrinsic motivation was positively related with children's MVPA in DDR and PA enjoyment.However,other motivational beliefs were not significantly related to MVPA and PA enjoyment.Regression analyses further suggested intrinsic motivation was the significant predictor for MVPA and PA enjoyment.Conclusion:Children who experienced fun and learned new things when playing DDR reached high PA levels in DDR,as well as developed generalized feeling states of enjoyment.

Magnesium composites with hybrid nano-reinforcements:3D simulation of dynamic tensile response at elevated temperatures

3D numerical simulations of dynamical tensile response of hybrid carbon nanotube(CNT)and SiC nanoparticle reinforced AZ91D magnesium(Mg)based composites considering interface cohesion over a temperature range from 25 to 300℃ were carried out using a 3D representative volume element(RVE)approach.The simulation predictions were compared with the experimental results.It is clearly shown that the overall dynamic tensile properties of the nanocomposites at different temperatures are improved when the total volume fraction and volume fraction ratio of hybrid CNTs to SiC nanoparticles increase.The overall maximum hybrid effect is achieved when the hybrid volume fraction ratio of CNTs to SiC nanoparticles is in the range from 7:3 to 8:2 under the condition of total volume fraction of 1.0%.The composites present positive strain rate hardening and temperature softening effects under dynamic loading at high temperatures.The simulation results are in good agreement with the experimental data.

A new method for reservoir fluid identification

The wavelet transform （WT） method has been employed to decompose an original geophysical signal into a series of components containing different information about reservoir features such as pore fluids, lithology, and pore structure. We have developed a new method based on WT energy spectra analysis, by which the signal component reflecting the reservoir fluid property is extracted. We have successfully processed real log data from an oil field in central China using this method. The results of the reservoir fluid identification agree with the results of well tests.

A quantification of the treadmill 6-min walk test using the My Wellness Key^(TM) accelerometer

Background： Accelerometers have been suggested to provide additional information during the 6-min walk test which may be useful in evaluating changes in functional exercise capacity. The aim of the study was to identify whether the additional information measured by the My Wellness Key^TM（MWK） accelerometer during a treadmill 6-min walk test（t-6MWT） was related to currently used outcome measures.Methods： Fifteen participants（9 males, 6 females） performed a self-paced t-6MWT. Respiratory gas analysis and walking distance were measured whilst wearing the MWK.Results： A significant correlation was established between activity counts and 6-min walk distance（6MWD）（r=-0.847, p 〈 0.001） yet not 6-min walk work（6MWW）（r=-0.337, p=0.220）. Energy expenditure estimated by the MWK was strongly correlated to 6MWW（r=0.938, p 〈 0.001）but not 6MWD（r=0.477, p=0.072）. The MWK significantly underestimated energy expenditure（36.73, CI=33.9-39.7 kcal） compared to gas analysis（54.35, CI=46.2-61.4 kcal） demonstrating poor agreement between the two analyses（Bias=-17.61 kcal, Limits of agreement=-37.4,t2.2 kcal）. Measurement of time spent undertaking light, moderate, and vigorous physical activity was not significantly different（ p 〉 0.05）between the MWK and gas analysis.Conclusion： Estimated energy expenditure provided by the MWK was strongly correlated to 6MWW; however, MWK underestimated energy expenditure as measured by gas analysis. The MWK may provide outcome data that supplement those currently provided by the 6MWD for functional capacity assessment during the t-6MWT.

Feasibility and safety of autologous bone marrow mononuclear cell transplantation in patients with advanced chronic liver disease

AIM： To evaluate the safety and feasibility of bone marrow cell （BMC） transplantation in patients with chronic liver disease on the waiting list for liver transplantation. METHODS： Ten patients （eight males） with chronic liver disease were enrolled to receive infusion of autologous bone marrow-derived cells. Seven patients were classified as Child-Pugh B and three as Child-Pugh C. Baseline assessment included complete clinical and laboratory evaluation and abdominal MRI. Approximately 50 mL of bone marrow aspirate was prepared by centrifugation in a ficoll-hypaque gradient. At least of 100 millions of mononuclear-enriched BMCs were infused into the hepatic artery using the routine technique for arterial chemoembolization for liver tumors. Patients were followed up for adverse events up to 4 mo. RESULTS： The median age of the patients was 52 years （range 24-70 years）. All patients were discharged 48 h after BMC infusion. Two patients complained ofmild pain at the bone marrow needle puncture site. No other complications or specific side effects related to the procedure were observed. Bilirubin levels were lower at 1 （2.19 ± 0.9） and 4 mo （2.10 ± 1.0） after cell transplantation that baseline levels （238 ± 1.2）. Albumin levels 4 mo after BMC infusion （3.73 ± 0.5） were higher than baseline levels （3.47 ± 0.5）. International normalized ratio （INR） decreased from 1.48 （SD = 0.23） to 1.43 （SD = 0.23） one month after cell transplantation. CONCLUSION： BMC infusion into hepatic artery of patients with advanced chronic liver disease is safe and feasible. In addition, a decrease in mean serum bilirubin and INR levels and an increase in albumin levels are observed. Our data warrant further studies in order to evaluate the effect of BMC transplantation in patients with advanced chronic liver disease.

Performance analysis of a pneumatic to servo converted system for electrode actuation in resistance spot welding using 304L austenitic stainless steel

A high current, AC waveform controller with C-type body frame of spot welder(75 k VA), was examined for the electrode actuating system whose pneumatically driven system has been redesigned and refitted for the servo based system without any vertical spring assistance in the 50 mm movable distance. Moreover, the pressing mechanism was carefully handled during the entire pressing tasks as to ensure that no catastrophic reaction happens for the electrodes' caps, electrodes' holders as well as the other part of mechanical assembly. With the mechanically originated-pneumatic and also the converted-servo systems, the stainless steels are welded for both systems to characterize the improvements. While the welding processes were carried out, the electrical signals have been captured to compute the signals' representation of entire sequences. Later, the welded samples were underwent the tensile shear test, metallurgical observation and hardness test. The analytical results show distinct changes in the force profiles which has led to profound changes in mechanical properties of welded specimens.

A new model of foraging behavior in ant system

Foraging behavior in ant colonies has come to be viewed as a prototypical example to describe how complex group behavior can arise from simple individuals. In order to research the feature of self-organization in swarm intelligence (SI), a mean field model is given and analyzed in foraging process with three sources in this paper. The distance of trails and the richness of each source are considered. Both of the theoretical numerical analysis and Monte Carlo simulation show the power law relationship between the completion time and the flux of foragers. The work presented here guides a better understanding on self-organization and swarm intelligence. It can be used to design more efficient, adaptive, and reliable intelligent systems.

Impact energy analysis of turbulent water sprays for continuous centrifugal concentration

A SLon full-scale continuous centrifugal concentrator was used to reconcentrate hematite from a high gradient magnetic separation concentrate to study the effect of impact angle, concentrate mass and drum rotation speed on the impact energy of turbulent water sprays for continuous centrifugal concentration, under conditions of feed volume flow rate around 9 m3/h, feed solid concentration of 25%-35% and reciprocating velocity of water sprays at 0.05 m/s. The results indicate that a minimal critical impact energy is required in the water sprays for achieving continuous concentration of the concentrator; an unfitted impact angle reduces the impact efficiency, and the highest impact efficiency of 0.6416 is found at the mpact angle of 60°; the increase in concentrate mass leads to an increase in impact energy, and the highest impact efficiency is maintained when the concentrate mass varies in the range of 0.44-0.59 kg/s; when the concentrate mass and the pressure of water sprays are kept at around 0.45 kg/s and in the range of 0.4-0.6 MPa respectively, the impact energy increases proportionally with the increase of drum rotation speed.

Investigation of the environmental impacts of steel deck pavement based on life cycle assessment

To investigate the environmental impacts of steel deck pavement through the whole life cycle,the steel deck pavement was divided into five stages:raw materials production,asphalt mixture mixing,pavement construction,operation management,and pavement removing stage.Based on the process-based life cycle assessment(PLCA)method,the calculation methods of energy consumption and gas emissions of two typical steel deck pavement systems(EA+EA pavement and GA+SMA pavement)were determined.The data lists of two pavements were analyzed,and the calculation model was built.Four characteristic indices including primary energy demand(PED),global warming potential(GWP),acidification potential(AP)and respiratory inorganics(RI)were used to quantify the environmental impacts of two pavements.The results show that the environmental impact of the GA+SMA pavement is more than 1.3 times that of the EA+EA pavement.Moreover,the critical stage of energy-saving and emission-reduction of EA+EA pavement and GA+SMA pavement are the raw material production stage and asphalt mixture mixing stage,respectively.