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["附表1：          信息管理与信息系统专业课程设置与学分分布表"]
["教育层次","课程类别","课程性质","课程编码","课程名称","学分","学时数",{"$nulls":3},"修课\n学期","备注","学分\n要求"]
[{"$nulls":6},"总学时","理论","实验/实践","上机"]
["通识教育","必修","理论（含课内实践）","1BH07001","思想道德修养与法律基础",3,48,36,12,null,1,null,36]
[{"$nulls":3},"1BH07002","马克思主义基本原理概论",3,48,36,12,null,3]
[{"$nulls":3},"1BH16002","中国近现代史纲要",3,48,36,12,null,4]
[{"$nulls":3},"1BH16003","毛泽东思想和中国特色社会主义理论体系概论",3,48,36,12,null,5]
[{"$nulls":3},"1BL10006-9","大学体育(1)-(4)",4,128,128,null,null,"1--4"]
[{"$nulls":3},"1BL08001-4","大学英语(1)-(4)",16,256,224,32,null,"1--4"]
[{"$nulls":3},"1BH11004","C语言程序设计A",4,64,48,null,16,1]
[null,null,"实践环节","0BS06111","C程序设计实践",1,"1周",{"$nulls":3},1,null,3]
[{"$nulls":3},"1BS07002","思想政治理论课综合实践",2,"2周",{"$nulls":3},5]
[null,"选修","理论（含课内实践）","第一模块","自然科学与信息技术",{"$nulls":5},"1--7","不允许选修计算机类课程。建议选修创新创业、跨文化沟通与交流、卓越工程师素质教育、人文社科、艺术与体育模块的课程","至\n少\n选\n修\n8\n学\n分"]
[{"$nulls":3},"第二模块","经济管理"]
[{"$nulls":3},"第三模块","人文社科"]
[{"$nulls":3},"第四模块","创新创业"]
[{"$nulls":3},"第五模块","艺术与体育"]
[{"$nulls":3},"第六模块","跨文化沟通与交流"]
[{"$nulls":3},"第七模块","卓越工程师素质教育"]
["学科基础教育","必修","理论(含课内实践）","1BL09001-2","高等数学A(1)(2)",11,176,176,null,null,"1--2",null,52.5]
[{"$nulls":3},"1BL09007","线性代数A",3,48,48,null,null,2]
[{"$nulls":3},"1BL09009","概率论与数理统计A",3,48,48,null,null,3]
[{"$nulls":3},"0BH06104","专业导论及信息系统基础",3,48,40,8,null,1]
[{"$nulls":3},"0BL09004","离散数学",3,48,48,null,null,2]
[{"$nulls":3},"0BL06908","管理学原理",3,48,48,null,null,2]
[{"$nulls":3},"0BH06307","面向对象程序设计",4,64,48,null,16,2]
[{"$nulls":3},"0BL06912","微观经济学",2.5,40,40,null,null,3]
[{"$nulls":3},"0BH06912","数据结构",4,64,56,null,8,3]
[{"$nulls":3},"0BL06918","操作系统",3,48,40,null,8,3]
[{"$nulls":3},"0BH06911","数据库系统基础",3.5,56,48,8,null,4]
[{"$nulls":3},"0BH06110","管理统计学",2.5,40,32,null,8,4]
[{"$nulls":3},"0BL06903","会计学",3,48,48,null,null,5]
[{"$nulls":3},"0BL06108","运筹学I",4,64,64,null,null,6]
[null,null,"实践环节","0BS06103","面向对象程序设计实践",1,"1周",{"$nulls":3},2,null,6]
[{"$nulls":3},"0BS06128","数据结构实践",1,"1周",{"$nulls":3},3]
[{"$nulls":3},"0BS06115","操作系统(Linux)应用与实践",2,"2周",{"$nulls":3},3]
[{"$nulls":3},"0BS06915","数据库设计",1,"1周",{"$nulls":3},4]
[{"$nulls":3},"0BS06120","管理统计学实践",1,"1周",{"$nulls":3},4]
["附表1：         信息管理与信息系统专业课程设置与学分分布表（续1）"]
["教育层次","课程类别","课程性质","课程编码","课程名称","学分","学时数",{"$nulls":3},"修课\n学期","备注","学分\n要求"]
[{"$nulls":6},"总学时","理论","实验/实践","上机"]
["专业教育","必修","理论(含课内实践）","0BL06112","WEB原理及应用",2.5,40,40,null,null,4,null,24]
[{"$nulls":3},"0BH06907","计算机网络",3,48,40,8,null,4]
[{"$nulls":3},"0BH06113","Python程序设计",2.5,40,24,null,16,4]
[{"$nulls":3},"0BL06105","信息系统分析与设计",3.5,56,48,8,null,5]
[{"$nulls":3},"0BL06111","商务智能方法与应用",2.5,40,32,8,null,5]
[{"$nulls":3},"0BH06112","分布式系统及云计算原理",3,48,40,8,null,5]
[{"$nulls":3},"0BH06111","大数据技术基础",2.5,40,32,8,null,6]
[{"$nulls":3},"0BL06106","信息系统安全基础",2,32,32,null,null,6]
[{"$nulls":3},"0BH06114","企业架构",2.5,40,32,8,null,6]
[null,null,"实践环节","0BS06121","计算机网络实践",1,"1周",{"$nulls":3},4,null,22.5]
[{"$nulls":3},"0BS06122","WEB原理及应用实践",2,"2周",{"$nulls":3},4]
[{"$nulls":3},"0BS06116","商务智能实践",1,"1周",{"$nulls":3},5]
[{"$nulls":3},"0BS06106","信息系统分析与设计课程设计",1,"1周",{"$nulls":3},5]
[{"$nulls":3},"0BS06123","Java企业级开发与实践",4,"4周",{"$nulls":3},5]
[{"$nulls":3},"0BS06124","移动应用开发与实践",4,"4周",{"$nulls":3},6]
[{"$nulls":3},"0BS06108","信息系统安全实习",1,"1周",{"$nulls":3},6]
[{"$nulls":3},"0BS06125","毕业设计",8.5,"17周",{"$nulls":3},8]
[null,"选修","理论（含课内实践）","为了方便学生选修并形成自己的专业方向，以下两个模块建议完整选修一个模块，也可不受此约束任意选修",{"$nulls":8},"至\n少\n选\n修\n12\n学\n分"]
[{"$nulls":3},"    大数据技术及应用模块（模块1）"]
[{"$nulls":3},"0RH06107","流数据分析技术",3,48,32,16,null,6,"选修模块课1-1"]
[{"$nulls":3},"0RH06108","数据可视化技术",2,32,24,8,null,6,"选修模块课1-2"]
[{"$nulls":3},"0RH06109","大数据开发技术",3,48,32,16,null,7,"选修模块课1-3"]
[{"$nulls":3},"    IT产品设计与运营模块（模块2）"]
[{"$nulls":3},"0RH06110","人机交互设计",2.5,40,32,8,null,6,"选修模块课2-1"]
[{"$nulls":3},"0RH06106","信息系统项目管理",2.5,40,32,8,null,6,"选修模块课2-2"]
[{"$nulls":3},"0RL06109","商务沟通与市场营销",3,48,48,null,null,7,"选修模块课2-3"]
[]
[{"$nulls":3},"0RH06112","电子商务概论",2,32,32,null,null,5]
[{"$nulls":3},"0RH06102","Oracle/MySQL数据库系统",2.5,40,24,null,16,5]
[{"$nulls":3},"0RH06101","信息系统测试技术",2,32,24,null,8,6]
[{"$nulls":3},"0RL06903","财务管理",2,32,32,null,null,6]
[{"$nulls":3},"0RH06113","企业资源计划（ERP）及实践",2.5,40,24,null,16,7]
[{"$nulls":3},"0RL06108","信息安全管理与风险评估",2,32,32,null,null,7]
[{"$nulls":3},"0RL06105","运筹学II",2.5,40,40,null,null,7]
["附表1：         信息管理与信息系统专业课程设置与学分分布表（续2）"]
["教育层次","课程类别","课程性质","课程编码","课程名称","学分","学时数",{"$nulls":3},"修课\n学期","备注","学分\n要求"]
[{"$nulls":6},"总学时","理论","实验/实践","上机"]
["专业教育","选修","实践","0RS06111","Java开源框架",2,"2周",{"$nulls":3},6,null,"至\n少\n选\n修\n6\n学\n分"]
[{"$nulls":3},"0RS06115","企业经营管理模拟系统及实践",2,"2周",{"$nulls":3},6]
[{"$nulls":3},"0RS06207","自主创新创业实践",2,"2周",{"$nulls":4},"课程要求见对培养方案的必要说明"]
[{"$nulls":3},"以下实践课与理论选修模块相对应，建议对应选修"]
[{"$nulls":3},"0RS06116","大数据技术及应用综合实践",4,"8周",{"$nulls":3},7]
[{"$nulls":3},"0RS06117","IT产品设计与运营综合实践",4,"8周",{"$nulls":3},7]
["毕业总学分",{"$nulls":11},170]
["第二课堂","必修","教育环节",null,null,"素质教育学分",null,"学时数",null,null,"修课年级"]
[null,null,"军事理论",null,null,2,null,32,null,null,"1年级"]
[null,null,"军训",null,null,2,null,"2周",null,null,"1年级"]
[null,null,"大学生心理健康",null,null,2,null,32,null,null,"1年级"]
[null,null,"大学生职业规划",null,null,1,null,24,null,null,"1年级"]
[null,null,"大学生安全知识教育",null,null,1,null,20,null,null,"1年级"]
[null,null,"形势与政策课",null,null,2,null,32,null,null,"2年级"]
[null,null,"体质健康达标测试",null,null,1,null,28,null,null,"1-4年级"]
[null,null,"就业创业指导",null,null,1,null,20,null,null,"4年级"]

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["附表2：         信息管理与信息系统专业分学期教学计划进程表"]
["课程编码","课程名称","学分","总学时","学时分配",null,null,"课程类别","课程性质","开课单位","备注"]
[{"$nulls":4},"理论","实验/实践","上机"]
["第一学期"]
["1BH07001","思想道德修养与法律基础",3,48,36,12,null,"必修","通识理论","马院"]
["1BL10006","大学体育(1)",1,32,32,null,null,"必修","通识理论","体育部"]
["1BL08001","大学英语(1)",4,64,56,8,null,"必修","通识理论","外国语学院"]
["1BL09001","高等数学A(1)",6,96,96,null,null,"必修","学科理论","理学院"]
["0BH069104","专业导论及信息系统基础",3,48,40,8,null,"必修","学科理论","信管学院"]
["1BH11004","C语言程序设计A",4,64,48,null,16,"必修","通识理论","信管学院"]
["0BS06111","C程序设计实践",1,"1周",{"$nulls":3},"必修","通识实践","信管学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修22学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第二学期"]
["1BL10007","大学体育(2)",1,32,32,null,null,"必修","通识理论","体育部"]
["1BL08002","大学英语(2)",4,64,56,8,null,"必修","通识理论","外国语学院"]
["1BL09007","线性代数A",3,48,48,null,null,"必修","学科理论","理学院"]
["1BL09002","高等数学A(2)",5,80,80,null,null,"必修","学科理论","理学院"]
["0BL09004","离散数学",3,48,48,null,null,"必修","学科理论","理学院"]
["0BL06908","管理学原理",3,48,48,null,null,"必修","学科理论","信管学院"]
["0BH06307","面向对象程序设计",4,64,48,null,16,"必修","学科理论","信管学院"]
["0BS06103","面向对象程序设计实践",1,"1周",{"$nulls":3},"必修","学科实践","信管学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修24学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第三学期"]
["1BH07002","马克思主义基本原理概论",3,48,36,12,null,"必修","通识理论","马院"]
["1BL10008","大学体育(3)",1,32,32,null,null,"必修","通识理论","体育部"]
["1BL08003","大学英语(3)",4,64,56,8,null,"必修","通识理论","外国语学院"]
["1BL09009","概率论与数理统计A",3,48,48,null,null,"必修","学科理论","理学院"]
["0BH06912","数据结构",4,64,56,null,8,"必修","学科理论","信管学院"]
["0BL06918","操作系统",3,48,40,null,8,"必修","学科理论","信管学院"]
["0BL06912","微观经济学",2.5,40,40,null,null,"必修","学科理论","信管学院"]
["0BS06128","数据结构实践",1,"1周",{"$nulls":3},"必修","学科实践","信管学院"]
["0BS06115","操作系统(Linux)应用与实践",2,"2周",{"$nulls":3},"必修","学科实践","信管学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修23.5学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["附表2：         信息管理与信息系统专业分学期教学计划进程表（续1）"]
["课程编码","课程名称","学分","总学时","学时分配",null,null,"课程类别","课程性质","开课单位","备注"]
[{"$nulls":4},"理论","实验/实践","上机"]
["第四学期"]
["1BH16002","中国近现代史纲要",3,48,36,12,null,"必修","通识理论","马院"]
["1BL10009","大学体育(4)",1,32,32,null,null,"必修","通识理论","体育部"]
["1BL08004","大学英语(4)",4,64,56,8,null,"必修","通识理论","外语学院"]
["0BH06110","管理统计学",2.5,40,32,null,8,"必修","学科理论","信管学院"]
["0BH06911","数据库系统基础",3.5,56,48,8,null,"必修","学科理论","信管学院"]
["0BL06112","WEB原理及应用",2.5,40,40,null,null,"必修","专业理论","信管学院"]
["0BH06907","计算机网络",3,48,40,8,null,"必修","专业理论","信管学院"]
["0BH06113","Python程序设计",2.5,40,24,null,16,"必修","专业理论","信管学院"]
["0BS06120","管理统计学实践",1,"1周",{"$nulls":3},"必修","学科实践","信管学院"]
["0BS06915","数据库设计",1,"1周",{"$nulls":3},"必修","学科实践","信管学院"]
["0BS06122","WEB原理及应用实践",2,"2周",{"$nulls":3},"必修","专业实践","信管学院"]
["0BS06121","计算机网络实践",1,"1周",{"$nulls":3},"必修","专业实践","信管学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修27学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第五学期"]
["1BH16003","毛泽东思想和中国特色社会主义理论体系概论",3,48,36,12,null,"必修","通识理论","马院"]
["1BS07002","思想政治理论课综合实践",2,"2周",{"$nulls":3},"必修","通识实践","马院"]
["0BL06903","会计学",3,48,48,null,null,"必修","学科理论","信管学院"]
["0BL06105","信息系统分析与设计",3.5,56,48,8,null,"必修","专业理论","信管学院"]
["0BL06111","商务智能方法与应用",2.5,40,32,8,null,"必修","专业理论","信管学院"]
["0BH06112","分布式系统及云计算原理",3,48,40,8,null,"必修","专业理论","信管学院"]
["0BS06123","Java企业级开发与实践",4,"4周",{"$nulls":3},"必修","专业实践","信管学院"]
["0BS06106","信息系统分析与设计课程设计",1,"1周",{"$nulls":3},"必修","专业实践","信管学院"]
["0BS06116","商务智能实践",1,"1周",{"$nulls":3},"必修","专业实践","信管学院"]
["0RH06102","Oracle/MySQL数据库系统",2.5,40,24,null,16,"选修","专业理论","信管学院"]
["0RH06112","电子商务概论",2,32,32,null,null,"选修","专业理论","信管学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修23学分，建议选修2-2.5学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第六学期"]
["0BL06108","运筹学I",4,64,64,null,null,"必修","学科理论","信管学院"]
["0BL06106","信息系统安全基础",2,32,32,null,null,"必修","专业理论","信管学院"]
["0BH06111","大数据技术基础",2.5,40,32,8,null,"必修","专业理论","信管学院"]
["0BH06114","企业架构",2.5,40,32,8,null,"必修","专业理论","信管学院"]
["0BS06124","移动应用开发与实践",4,"4周",{"$nulls":3},"必修","专业实践","信管学院"]
["0BS06108","信息系统安全实习",1,"1周",{"$nulls":3},"必修","专业实践","信管学院"]
["0RH06107","流数据分析技术",3,48,32,16,null,"选修","专业理论","信管学院","模块1-1"]
["附表2：         信息管理与信息系统专业分学期教学计划进程表（续2）"]
["课程编码","课程名称","学分","总学时","学时分配",null,null,"课程类别","课程性质","开课单位","备注"]
[{"$nulls":4},"理论","实验/实践","上机"]
["0RH06108","数据可视化技术",2,32,24,8,null,"选修","专业理论","信管学院","模块1-2"]
["0RH06110","人机交互设计",2.5,40,32,8,null,"选修","专业理论","信管学院","模块2-1"]
["0RH06106","信息系统项目管理",2.5,40,32,8,null,"选修","专业理论","信管学院","模块2-2"]
["0RH06101","信息系统测试技术",2,32,24,null,8,"选修","专业理论","信管学院"]
["0RL06903","财务管理",2,32,32,null,null,"选修","专业理论","信管学院"]
["0RS06111","Java开源框架",2,"2周",{"$nulls":3},"选修","专业实践","信管学院"]
["0RS06115","企业经营管理模拟系统及实践",2,"2周",{"$nulls":3},"选修","专业实践","信管学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修16学分，建议选修9-9.5学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第七学期"]
["0RH06109","大数据开发技术",3,48,32,16,null,"选修","专业理论","信管学院","模块1-3"]
["0RL06109","商务沟通与市场营销",3,48,48,null,null,"选修","专业理论","信管学院","模块2-3"]
["0RL06105","运筹学II",2.5,40,40,null,null,"选修","专业理论","信管学院"]
["0RH06113","企业资源计划（ERP）及实践",2.5,40,24,null,16,"选修","专业理论","信管学院"]
["0RL06108","信息安全管理与风险评估",2,32,32,null,null,"选修","专业理论","信管学院"]
["0RS06207","自主创新创业实践",2,"2周",{"$nulls":3},"选修","专业实践","信管学院","课程要求见对培养方案的必要说明"]
["0RS06116","大数据技术及应用综合实践",4,"8周",{"$nulls":3},"选修","专业实践","信管学院","对应模块1"]
["0RS06117","IT产品设计与运营综合实践",4,"8周",{"$nulls":3},"选修","专业实践","信管学院","对应模块2"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修0学分，建议选修7学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第八学期"]
["0BS06125","毕业设计",8.5,"17周",{"$nulls":3},"必修","专业实践","信管学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修8.5学分，建议选修0学分（包括通识理论选修课、专业理论选修课、实践选修）"]

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["附表3：              信息管理与信息系统专业学分分配表"]
["教育层次","理论（含课内实践）",null,"实践",null,"合计"]
[null,"必修","选修","必修","选修"]
["通识教育",36,"至少选修8学分",3,"-",46]
["学科基础教育",52.5,"-",6,"-",59.5]
["专业教育",24,"至少选修12学分",22.5,"至少选修6学分",64.5]
["第二课堂\n（素质教育专项）","第二课堂学分不计入学分绩点"]
["小计",112.5,"至少选修20学分",31.5,"至少选修6学分",170]
["总计",132.5,null,37.5,null,170]

{"sheet":"附件3.4","index":3,"n_rows":57,"n_cols":16,"rows_kept":57,"merged":[[0,0,0,15],[1,0,2,0],[1,1,2,1],[1,2,2,2],[1,3,2,3],[1,4,1,15],[3,0,10,0],[11,0,25,0],[26,0,39,0],[40,0,40,15],[41,0,42,0],[41,1,42,1],[41,2,42,2],[41,3,42,3],[41,4,41,15],[43,0,56,0]]}
["附表4：         信息管理与信息系统专业毕业要求实现矩阵"]
["教育层次","课程名称","学分","课程类别","修读课程可实现毕业要求情况"]
[{"$nulls":4},"毕业要求1","毕业要求2","毕业要求3","毕业要求4","毕业要求5","毕业要求6","毕业要求7","毕业要求8","毕业要求9","毕业要求10","毕业要求11","毕业要求12"]
["通识教育","思想道德修养与法律基础",3,"必修",{"$nulls":5},"√",null,"√"]
[null,"马克思主义基本原理概论",3,"必修",{"$nulls":5},"√",null,"√"]
[null,"中国近现代史纲要",3,"必修",{"$nulls":5},"√",null,"√"]
[null,"毛泽东思想和中国特色社会主义理论体系概论",3,"必修",{"$nulls":5},"√",null,"√"]
[null,"大学体育(1)-(4)",4,"必修",{"$nulls":7},"√"]
[null,"大学英语(1)-(4)",16,"必修",{"$nulls":9},"√",null,"√"]
[null,"C语言程序设计A",4,"必修","√","√","√","√","√","√",null,null,"√","√","√","√"]
[null,"思想政治理论课综合实践",2,"必修",{"$nulls":5},"√",null,"√"]
["学科基础教育","高等数学A(1)(2)",11,"必修","√",{"$nulls":10},"√"]
[null,"线性代数A",3,"必修","√",{"$nulls":10},"√"]
[null,"概率论与数理统计A",3,"必修","√",{"$nulls":10},"√"]
[null,"信息系统基础及专业导论",3,"必修","√","√","√",null,"√","√",null,null,"√",null,"√"]
[null,"管理学原理",3,"必修","√",null,null,"√",null,null,"√",null,"√","√"]
[null,"微观经济学",2.5,"必修","√","√"]
[null,"会计学",3,"必修","√"]
[null,"离散数学",3,"必修","√"]
[null,"数据结构",4,"必修","√","√","√","√","√","√",null,null,"√","√","√","√"]
[null,"面向对象程序设计",4,"必修","√","√","√","√","√",null,null,"√","√","√","√","√"]
[null,"操作系统",3,"必修","√","√","√","√","√","√",null,null,"√","√","√","√"]
[null,"数据库系统基础",3.5,"必修","√","√","√","√","√",null,null,"√","√","√",null,"√"]
[null,"运筹学I",4,"必修","√","√",null,"√","√",{"$nulls":6},"√"]
[null,"管理统计学",2.5,"必修","√","√","√","√","√","√",null,"√","√","√","√","√"]
[null,"操作系统(Linux)应用与实践",2,"必修","√","√","√","√","√","√",null,null,"√","√","√","√"]
["专业教育","WEB原理与应用",2.5,"必修","√","√","√","√","√",{"$nulls":4},"√",null,"√"]
[null,"信息系统分析与设计",3.5,"必修","√","√","√","√","√","√","√","√","√","√","√","√"]
[null,"信息系统安全基础",2,"必修","√","√",null,null,"√",null,"√",{"$nulls":4},"√"]
[null,"商务智能方法与应用",2.5,"必修","√","√","√","√","√","√",null,"√","√","√","√","√"]
[null,"大数据技术基础",2.5,"必修","√","√","√",null,"√","√","√",{"$nulls":4},"√"]
[null,"计算机网络",3,"必修","√","√","√","√","√",null,null,"√","√","√",null,"√"]
[null,"分布式系统及云计算原理",3,"必修","√","√","√","√","√",null,null,"√","√","√",null,"√"]
[null,"Python程序设计",2.5,"必修","√","√","√","√","√","√",null,null,"√","√","√","√"]
[null,"企业架构",2,"必修","√","√","√",{"$nulls":5},"√","√","√","√"]
[null,"Java企业级开发与实践",4,"必修","√","√","√","√","√",null,"√",null,null,"√",null,"√"]
[null,"移动应用开发与实践",4,"必修","√","√","√","√","√",null,"√",null,null,"√",null,"√"]
[null,"商务沟通与营销管理",3,"选修",{"$nulls":5},"√","√",null,"√","√"]
[null,"信息系统项目管理",2.5,"选修","√","√","√","√","√","√","√","√","√","√","√","√"]
[null,"人机交互设计",2.5,"选修","√","√","√","√","√",null,null,"√","√","√","√"]
["附表4：         信息管理与信息系统专业毕业要求实现矩阵（续）"]
["教育层次","课程名称","学分","课程类别","修读课程可实现毕业要求情况"]
[{"$nulls":4},"毕业要求1","毕业要求2","毕业要求3","毕业要求4","毕业要求5","毕业要求6","毕业要求7","毕业要求8","毕业要求9","毕业要求10","毕业要求11","毕业要求12"]
["专业教育","流数据分析技术",3,"选修","√","√","√","√","√",{"$nulls":6},"√"]
[null,"数据可视化技术",2,"选修","√","√","√","√","√",null,null,"√","√",null,"√"]
[null,"大数据开发技术",3,"选修","√","√","√","√","√",null,null,"√","√",null,"√"]
[null,"企业经营管理模拟系统及实践",2,"选修","√","√","√","√","√","√","√",null,"√","√"]
[null,"企业资源计划（ERP）及实践",2.5,"选修","√","√","√","√","√"]
[null,"信息安全管理与风险评估",2,"选修","√",{"$nulls":4},"√","√",{"$nulls":3},"√"]
[null,"信息系统测试技术",2.5,"选修","√","√","√","√","√","√",null,"√",null,"√","√","√"]
[null,"Oracle/MySQL数据库系统",2.5,"选修","√","√","√","√","√",null,null,"√",null,"√",null,"√"]
[null,"运筹学II",2.5,"选修","√","√",null,"√","√",{"$nulls":6},"√"]
[null,"Java开源框架",2,"选修","√","√","√","√","√",null,"√",null,null,"√",null,"√"]
[null,"自主创新创业实践",2,"选修","√","√","√","√","√","√","√","√","√","√","√","√"]
[null,"IT产品设计与运营综合实践",4,"选修","√","√","√","√","√","√","√","√","√","√","√","√"]
[null,"大数据技术及应用综合实践",4,"选修","√","√","√","√","√","√","√","√","√","√","√","√"]
[null,"毕业设计",8.5,"必修","√","√","√","√","√","√","√","√","√","√","√","√"]