数据科学与物流工程融合下的《大数据分析》 课程教学改革与实践

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中图分类号：G642 文献标志码：A DOI： 10.13714/j.cnki.1002-3100.2025.09.038

TeachingReformandPracticeoftheCourse"BigDataAnalysis"undertheIntegrationofData ScienceandLogisticsEnginering

LI Kehong， XIE Han，DUAN Huawei （SchoolofManagement，XihuaUniversity，Chengdu6loo39，China）

Abstract：This papertakesthe"BigData Analysis"courseoferedbythelogisticsenginering majorat Xihua Universityasthe researchobjectandexplorestheteachingreformandpracticeundertheintegrationofdatascienceandlogisticsengineering.The articlefirstanalyzsthedemandforbigdataanalysistalentsinthelogisticsindustryandthechalengesfacedbyuniversitiesin theconstructionofbigdataanalysiscourses.Subsequently，thepaper elaboratesonthespecificmeasuresofthe"big dataanalysis"coure，includingteachingojectives，theconstructionofexperimentalcontentsystems，efoofexperimentalteachingmeth ods，constructionofexperimentalteachingplatforms，andreformofcourseevaluationmethods.Throughproject-driventeaching models，thebasicprinciplesofdataanalysisarecombinedwithpracticalapplicationscenariosinlogisicsengineeringtocultivate students‘abilitytosolvepracticalproblems.Finall，byconductingaquestionairesurveyanddataanalysisofthestudentswo tookthecourse，theimplementationeffetoftheteachingreformwasevaluated.Theresultsshowthatthereform hasachieved significanresultsinimprovingstudentsdataanalysiscapabilities，practicalskils，andunderstandingofaplicationsceariosin the logistics industry.

Key words： data science; logistics engineering; big data analysis; teaching reform; practical teaching

0引言

随着信息技术和互联网的快速发展，物流行业积累了大量异构数据，涵盖运输、仓储管理和供应链优化等多个环节。（剩余6699字）