基于大数据的运动损伤程度评估模型Sports injury degree evaluation model based on big data
李少聪,马德,李少琼
摘要(Abstract)：
对运动损伤程度进行评估,在提高运动质量方面具有重要意义。运动损伤程度评估过程中,传统方法应用经验损伤测评方法进行评估,由于使用经验数据因此存在评估结果误差大,效率低的问题,提出基于大数据的运动损伤程度评估模型。通过大数据分析对运动损伤程度进行趋势评估,引入模糊集概念考量损伤数据,重新确立模糊关系矩阵指标权重,完成评估模型建立。通过实验表明,采用改进评估模型相比传统评估模型其有效性较高、误差小,具有一定的优势。
关键词(KeyWords)： 大数据;运动质量;经验损伤测评;指标权重;评估模型;模糊关系矩阵
基金项目(Foundation): 国家自然科学基金项目(81172774)~~
作者(Author): 李少聪,马德,李少琼
DOI: 10.16652/j.issn.1004-373x.2018.06.045
参考文献(References)：
- [1]邱芬,秦子来,崔德刚.大学生的体育活动风险认知与运动损伤和锻炼行为的关系[J].武汉体育学院学报,2015,49(6):75-81.QIU Fen,QIN Zilai,CUI Degang.Relationship among perception of risk in physical activity,sport injury and exercise behavior for undergraduates[J].Journal of Wuhan Institute of Physical Education,2015,49(6):75-81.
- [2]冯庆善.基于大数据条件下的管道风险评估方法思考[J].油气储运,2014,33(5):457-461.FENG Qingshan.A thought over the pipeline risk assessment methods based on big data[J].Oil&gas storage and transportation,2014,33(5):457-461.
- [3]陶鸿飞,孙艺新,吴国威,等.基于大数据和层次分析法的电力信息系统成熟度评估[J].中国电力,2016,49(10):114-118.TAO Hongfei,SUN Yixin,WU Guowei,et al.Maturity assessment of power information system based on big data and analytic hierarchy process[J].Electric power,2016,49(10):114-118.
- [4]郭崇.基于大数据分析的网购客户忠诚度建模仿真[J].计算机仿真,2015,32(10):239-242.GUO Chong.Modeling and simulation of online customer loyalty based on analysis of big data[J].Computer simulation,2015,32(10):239-242.
- [5]王军,黄杰飞,程勇.基于大数据处理的农业气象灾害分类模型[J].计算机仿真,2017,34(5):353-356.WANG Jun,HUANG Jiefei,CHENG Yong.Classification model of agro-meteorological disaster based on the big data processing[J].Computer simulation,2017,34(5):353-356.
- [6]王伟,蒋菱,王峥,等.基于向量评估遗传算法的智能电网大数据交易模型研究[J].电网与清洁能源,2016,32(10):1-8.WANG Wei,JIANG Ling,WANG Zheng,et al.Trade model of smart grid big data based on vector evaluated genetic algorithm[J].Advances of power system&hydroelectric engineering,2016,32(10):1-8.
- [7]胡萍.大数据环境下基于信息融合的网络风险评估模型[J].科技通报,2015(9):220-223.HU Ping.Network risk assessment model based on big data environment information fusion[J].Bulletin of science and technology,2015(9):220-223.
- [8]刘逸,保继刚,朱毅玲.基于大数据的旅游目的地情感评价方法探究[J].地理研究,2017,36(6):1091-1105.LIU Yi,BAO Jigang,ZHU Yiling.Exploring emotion methods of tourism destination evaluation:a big-data approach[J].Geographical research,2017,36(6):1091-1105.
- [9]赵丹.基于大数据分析的运动损伤估计模型设计[J].现代电子技术,2017,40(17):101-104.ZHAO Dan.Design of sports injury estimation model based on big data analysis[J].Modern electronics technique,2017,40(17):101-104.
- [10]李凤,陈婷婷.对极限运动中损伤救助物流资源配比的数学建模[J].科技通报,2015,31(12):74-76.LI Feng,CHEN Tingting.Mathematical modeling of extreme sports injury relief logistics resources matching[J].Bulletin of science and technology,2015,31(12):74-76.