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@@ -3,6 +3,7 @@ using System.Text.Json;
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using static HTEX.Test.Controllers.LessonRecordController;
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using TEAMModelOS.SDK.Extension;
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using TEAMModelOS.SDK.Models;
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+using System;
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namespace HTEX.Test.Controllers
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{
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@@ -10,6 +11,12 @@ namespace HTEX.Test.Controllers
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[Route("mock-data")]
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public class MockDataController : ControllerBase
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{
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+ private readonly ILogger<MockDataController> _logger;
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+ public MockDataController(ILogger<MockDataController> logger)
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+ {
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+ _logger = logger;
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+ }
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+
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[HttpPost("student-lesson")]
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public async Task<IActionResult> StudentLesson(JsonElement json)
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{
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@@ -23,11 +30,11 @@ namespace HTEX.Test.Controllers
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//互动次数
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int icount = Random.Shared.Next(3, 20);
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//任务次数
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- int tcount = Random.Shared.Next(1, 3);
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+ int tcount = Random.Shared.Next(1, 4);
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//评价次数
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- int pcount = Random.Shared.Next(1, 3);
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+ int pcount = Random.Shared.Next(2, 4);
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//协作次数
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- int xcount = Random.Shared.Next(1, 3);
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+ int xcount = Random.Shared.Next(3, 4);
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List<StudentLessonData> students = new List<StudentLessonData>();
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//个人计分,小组计分
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List<WeightedItem> gpitems = new List<WeightedItem>
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@@ -97,16 +104,16 @@ namespace HTEX.Test.Controllers
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//rateCount.Add(counts);
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- var t = Random.Shared.Next(0, 3);
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+ var t = Random.Shared.Next(0, 1);
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switch (true)
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{
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- case bool when t==0:
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+ case bool when i==0:
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types.Add("Voting");
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break;
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- case bool when t==1:
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- types.Add("GrandRating");
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+ case bool when i==1:
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+ types.Add("GrandRating");
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break;
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- case bool when t==2:
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+ case bool when i==2:
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types.Add("PeerAssessment");
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break;
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}
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@@ -284,7 +291,7 @@ namespace HTEX.Test.Controllers
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double allocation = 0;
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for (var q = 0; q<qcount; q++)
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{
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- var criterion = Random.Shared.Next(2, 10);
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+ var criterion = Random.Shared.Next(5, 10);
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allocation+=criterion;
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var item = new ItemRecord { criterion =criterion };
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var w = Random.Shared.Next(0, 4);
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@@ -385,7 +392,7 @@ namespace HTEX.Test.Controllers
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- private static void ProcessStudentData(List<StudentLessonData> studentLessonDatas, LessonDataAnalysis lessonDataAnalysis, int scount, int ecount, int qcount, int icount, int tcount, int pcount, int xcount)
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+ private void ProcessStudentData(List<StudentLessonData> studentLessonDatas, LessonDataAnalysis lessonDataAnalysis, int scount, int ecount, int qcount, int icount, int tcount, int pcount, int xcount)
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{
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//历史记录的个人计分集合,通过“2倍标准差规则”移除异常值后得到的集合
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var max_q = lessonDataAnalysis.pscore.Max();
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@@ -394,43 +401,189 @@ namespace HTEX.Test.Controllers
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//历史记录的小组计分集合,通过“2倍标准差规则”移除异常值后得到的集合
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var max_h = lessonDataAnalysis.gscore.Max();
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var j = InteractWeight.T1;
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+ double t = InteractWeight.TT;
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+ List<StudentLessonItem> lessonItems= new List<StudentLessonItem>();
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foreach (var studentLessonData in studentLessonDatas)
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{
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- //互动成效指数
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- var a = 0.0;
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- //互动参与指数
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- var b = 0.0;
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+ StudentLessonItem lessonItem = new StudentLessonItem() { studentId= studentLessonData.id! };
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+ double u = 0.0;
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+ if (studentLessonData.attend==1)
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+ {
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+ u=100.0;
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+ }
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//c个人计分指数,d互动计分指数,e小组计分指数
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double c = 0, d = 0, e = 0;
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- //课例互动次数
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- double n = studentLessonData.interactRecord.interactRecords.Count()*1.0;
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- //是IES大陆正式站历史课例数据,自2024-03-01至2024-10-08日,互动指数或学法指数黄灯或绿灯,不包含醍摩豆学校及测试学校,课例时长超过5分钟的有效课例(10,680笔数据) 的IRS互动+抢权+挑人的次数集合,
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- //通过“2倍标准差规则” 移除异常值后得到的集合,再通过K-Means聚类算法得到高低位阶互动频次两个集合,并根据当前课例互动次数位阶的集合的质心值,该值定为m值
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- var m = n<=lessonDataAnalysis.clustersInteract.First().Value.Max() ? lessonDataAnalysis.clustersInteract.First().Key*1.0 : lessonDataAnalysis.clustersInteract.Last().Key *1.0;
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- //学生作答次数
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- var w = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>=InteractWeight.T1).Count()*1.0;
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- //作答正确数(包括部分正确)
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- var r = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>InteractWeight.T1).Count()*1.0;
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- //有参与的权重集合60≤k(x)≤100
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- var kw = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>=InteractWeight.T1).Sum(x => x.resultWeight*1.0);
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- //有得分的权重集合60<e(x)≤100
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- var er = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>InteractWeight.T1).Sum(x => x.resultWeight*1.0);
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- //本节课的所有互动计分
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- var i = studentLessonData.interactRecord.interactRecords.Sum(x => x.itemScore*1.0);
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- //本节课教师手动给学生的个人计分
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- var s = studentLessonData.pscore;
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- //个人计分指数
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- c = s*1.0/max_q;
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- //互动计分指数
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- d = i*1.0/max_t;
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- //互动成效指数
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- a = (d+w*kw/(j*m)+r*er/(j*m))*1.0/n;
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- //互动参与指数
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- b = ((w*w)/m+(r*r)/m)*1.0/n;
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- //c+a= 个人计分指数+ 个人互动成效指数
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- var f = Math.Round(190*1.0/(1+Math.Exp(-(c+a)))-95, 4);
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- studentLessonData.achieve=f;
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- Console.WriteLine($"{studentLessonData.id}=>成效:{f}\t互动次数:{n}\t参与次数:{w}\t正确次数:{r}\t个人计分:{s}\t{Math.Round(c,2)}\t互动计分:{i}\t{Math.Round(d,2)},\t学习成效:{Math.Round(a,2)}");// kw:{Math.Round(kw,2)}\t er:{Math.Round(er,2)}
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+
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+ ////互动
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+ //double hd_cx = 0;//互动成效指数
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+ //double hd_cy = 0;//互动参与指数
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+ //double hd_fqc = 0;//互动发起次数
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+ //double hd_cyc = 0;//互动参与次数
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+ //double hd_zqc = 0;//互动正确次数
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+ //double gr_jf = 0;//个人计分
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+ ////评测
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+ //double pc_df = 0;//评测得分率
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+ //double pc_zd = 0;//评测作答率
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+ ////任务
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+ //double rw_fqc = 0;//任务发起次数
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+ //double rw_cyc = 0;//任务参与次数
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+ //double rw_cx = 0;//任务成效指数
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+ //double rw_cy = 0;//任务参与指数
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+ ////评价
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+ //double pj_nl = 0;//评价能力
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+ //double pj_cs = 0;//评价发起次数
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+ //double pj_vc = 0;//评价-投票发起次数
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+ //double pj_vg = 0;//投票得票数
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+ //double pj_vo = 0;//投票次数
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+ //double pj_gc = 0;//评价-星光发起次数
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+ //double pj_gg = 0;//星光得分数
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+ //double pj_go = 0;//星光评分次数
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+ //double pj_pc = 0;//评价-互评发起次数
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+ //double pj_pg = 0;//互评的分数
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+ //double pj_po = 0;//互评评分次数
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+ ////协作
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+ //double xz_fqc = 0;//协作发起次数
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+ //double xz_cyc = 0;//协作参与次数
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+ //double xz_cgf = 0;//协作成果分数
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+ //double xz_cx = 0;//协作能力指数
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+ //double xz_cy = 0;//协作参与指数
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+
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+ {
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+ //互动相关的计分
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+ //课例互动次数
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+ double n = studentLessonData.interactRecord.interactRecords.Count()*1.0;
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+ //是IES大陆正式站历史课例数据,自2024-03-01至2024-10-08日,互动指数或学法指数黄灯或绿灯,不包含醍摩豆学校及测试学校,课例时长超过5分钟的有效课例(10,680笔数据) 的IRS互动+抢权+挑人的次数集合,
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+ //通过“2倍标准差规则” 移除异常值后得到的集合,再通过K-Means聚类算法得到高低位阶互动频次两个集合,并根据当前课例互动次数位阶的集合的质心值,该值定为m值
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+ var m = n<=lessonDataAnalysis.clustersInteract.First().Value.Max() ? lessonDataAnalysis.clustersInteract.First().Key*1.0 : lessonDataAnalysis.clustersInteract.Last().Key *1.0;
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+ //学生作答次数
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+ var w = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>=InteractWeight.T1).Count()*1.0;
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+ //作答正确数(包括部分正确)
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+ var r = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>InteractWeight.T1).Count()*1.0;
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+ //有参与的权重集合60≤k(x)≤100
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+ var kw = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>=InteractWeight.T1).Sum(x => x.resultWeight*1.0);
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+ //有得分的权重集合60<e(x)≤100
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+ var er = studentLessonData.interactRecord.interactRecords.Where(x => x.resultWeight>InteractWeight.T1).Sum(x => x.resultWeight*1.0);
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+ //本节课的所有互动计分
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+ var i = studentLessonData.interactRecord.interactRecords.Sum(x => x.itemScore*1.0);
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+ //本节课教师手动给学生的个人计分
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+ var s = studentLessonData.pscore;
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+ //个人计分指数
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+ c = s*1.0/max_q;
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+ //互动计分指数
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+ d = i*1.0/max_t;
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+ //互动成效指数
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+ var a = (d+w*kw/(j*m)+r*er/(j*m))*1.0/n;
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+ //互动参与指数
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+ var b = ((w*w)/m+(r*r)/m)*1.0/n;
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+ //c+a= 个人计分指数+ 个人互动成效指数
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+ //学习成效
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+ var f1 = Math.Round(190*1.0/(1+Math.Exp(-(c+a)))-95, 4);
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+ lessonItem.hd_cx=f1;
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+ var f2 = Math.Round(200*1.0/(1+Math.Exp(-(b+u/100)))-100, 4);
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+ lessonItem.hd_cy=f2;
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+ lessonItem.hd_cyc=w;
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+ lessonItem.hd_fqc=n;
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+ lessonItem.hd_zqc=r;
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+ lessonItem.gr_jf=s;
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+ //studentLessonData.achieve=f1;
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+ //studentLessonData.attitude=f2;
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+ // _logger.LogInformation($"{studentLessonData.id}=>学习成效:{f1}\t学习态度:{f2}\t互动次数:{n}\t参与次数:{w}\t正确次数:{r}\t个人计分:{s}\t{Math.Round(c, 2)}\t互动计分:{i}\t{Math.Round(d, 2)}");
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+ }
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+ {
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+ //评测相关指数
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+ double n = studentLessonData.examRecords.Count()*1.0;
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+ //题目数量
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+ double nq = studentLessonData.examRecords.Sum(x => x.qcount)*1.0;
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+ double max_e = lessonDataAnalysis.exam.Max();
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+ //得分率
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+ double sum_s = studentLessonData.examRecords.Sum(x => x.scoreRate);
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+ //作答率
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+ double sum_a = studentLessonData.examRecords.Sum(x => x.answerRate);
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+ double f8 = Math.Round(sum_s/n*100,4);
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+ double f9 = Math.Round(sum_a/n*100, 4);
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+ lessonItem.pc_df=f8;
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+ lessonItem.pc_zd=f9;
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+ // _logger.LogInformation($"{studentLessonData.id}=>评测指数:{f8}\t得分率:{Math.Round(sum_s/n,4)}\t参与指数:{f9}\t作答率:{Math.Round(sum_a/n,4)}");
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+ }
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+ {
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+ //小组相关指数
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+ }
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+ {
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+ //任务相关指数
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+ double n = studentLessonData.taskRecord.itemRecords.Count()*1.0;
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+ double max_m = lessonDataAnalysis.task.Max();
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+ double w= studentLessonData.taskRecord.itemRecords.Where(x => x.resultWeight>0).Count()*1.0;
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+ double y = (10 *w/n+(j/t) *w)/max_m;
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+ double l = max_m*(w*w/n+(j/t) * w )/n;
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+ double f4 = Math.Round(190*1.0/(1+Math.Exp(-(y)))-95, 4);
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+ double f5 = Math.Round(200*1.0/(1+Math.Exp(-(l)))-100, 4);
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+ lessonItem.rw_fqc =n;
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+ lessonItem.rw_cyc =w;
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+ lessonItem.rw_cx =f4;
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+ lessonItem.rw_cy =f5;
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+ // _logger.LogInformation($"{studentLessonData.id}=>任务指数:{f4}\t参与指数:{f5}\t任务次数:{n}\t参与次数:{w}\t");
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+
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+ }
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+ {
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+ //评价相关指数
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+
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+ double n = studentLessonData.rateingRecord.itemRecords.Count()*1.0;
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+ var v = studentLessonData.rateingRecord.itemRecords.Where(x => x.itemType.Equals("Voting"));
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+ double vc= v.Count()*1.0;
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+ var g = studentLessonData.rateingRecord.itemRecords.Where(x => x.itemType.Equals("GrandRating"));
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+ double gc = g.Count()*1.0;
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+ var p = studentLessonData.rateingRecord.itemRecords.Where(x => x.itemType.Equals("PeerAssessment"));
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+ double pc = p.Count()*1.0;
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+
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+ var vg = v.Sum(x => x.itemScore);
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+ var vo = v.Sum(x => x.optCount);
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+ double vs = vc/n* (vg+ vo);
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+
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+ var gg = g.Sum(x => x.itemScore);
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+ var go = g.Sum(x => x.optCount);
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+ double gs = gc/n* (gg+ go);
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+
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+ var pg = p.Sum(x => x.itemScore);
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+ var po = p.Sum(x => x.optCount);
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+ double ps = pc/n* (pg+ po);
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+ double h = vs+ps+gs;
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+ double f3= Math.Round(190*1.0/(1+Math.Exp(-(h)))-95, 4);
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+ studentLessonData.appraise=f3;
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+ _logger.LogInformation($"{studentLessonData.id}=>评价能力:{f3}\t评价次数:{n}\t投票次数:{vc}-{vg}-{vo}\t星光次数:{gc}-{gg}-{go}\t互评次数:{pc}-{pg}-{po}");
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+
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+ lessonItem.pj_nl =f3;
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+ lessonItem.pj_cs =n;
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+ lessonItem.pj_vc =vc;
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+ lessonItem.pj_vg =vg;
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+ lessonItem.pj_vo =vo;
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+ lessonItem.pj_gc =gc;
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+ lessonItem.pj_gg =gg;
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+ lessonItem.pj_go =go;
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+ lessonItem.pj_pc =pc;
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+ lessonItem.pj_pg =pg;
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+ lessonItem.pj_po =po;
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+ }
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+ {
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+ //协作相关指数
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+ var n= studentLessonData.coworkRecord.itemRecords.Count()*1.0;
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+ double max_m = lessonDataAnalysis.cowork.Max();
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+ double max_s = 35;
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+ var w = studentLessonData.coworkRecord.itemRecords.Where(x => x.resultWeight>0);
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+ double ss = w.Sum(x => x.itemScore)*1.0;
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+ double sw =w.Sum(x=>x.resultWeight)*1.0;
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+ double wc = w.Count()*1.0;
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+
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+ double k = ((wc*wc/n+(j/t) * wc))/n+ ss/(10 *n);
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+ double f6 = Math.Round(190*1.0/(1+Math.Exp(-(k)))-95, 4);
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+ double f7 = Math.Round(200*1.0/(1+Math.Exp(-(k)))-100, 4);
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+ lessonItem.xz_fqc =n;
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+ lessonItem.xz_cyc =wc;
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+ lessonItem.xz_cgf =ss;
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+ lessonItem.xz_cx =f6;
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+ lessonItem.xz_cy =f7;
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+ //_logger.LogInformation($"{studentLessonData.id}=>协作指数:{f6}\t参与指数:{f7}\t协作次数:{n}\t参与次数:{wc}\t协作成果分数:{ss}\t{k}");
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+ }
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+ lessonItems.Add(lessonItem);
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}
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}
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@@ -465,4 +618,123 @@ namespace HTEX.Test.Controllers
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public int Value { get; set; }
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public double Weight { get; set; }
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}
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+ class StudentLessonItem
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+ {
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+ /// <summary>
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+ /// 学生id
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+ /// </summary>
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+ public string studentId { get; set; }
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+ /// <summary>
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+ /// 互动成效指数
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+ /// </summary>
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+ public double hd_cx { get; set; } = 0;
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+ /// <summary>
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+ /// 互动参与指数
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+ /// </summary>
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+ public double hd_cy { get; set; } = 0;
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+ /// <summary>
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+ /// 互动发起次数
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+ /// </summary>
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+ public double hd_fqc { get; set; } = 0;
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+ /// <summary>
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+ /// 互动参与次数
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+ /// </summary>
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+ public double hd_cyc { get; set; } = 0;
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+ /// <summary>
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+ /// 互动正确次数
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+ /// </summary>
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+ public double hd_zqc { get; set; } = 0;
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+ /// <summary>
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+ /// 个人计分
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+ /// </summary>
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+ public double gr_jf { get; set; } = 0;
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+ /// <summary>
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+ /// 评测得分率
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+ /// </summary>
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+ public double pc_df { get; set; } = 0;
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+ /// <summary>
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+ /// 评测作答率
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+ /// </summary>
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+ public double pc_zd { get; set; } = 0;
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+ /// <summary>
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+ /// 任务发起次数
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+ /// </summary>
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+ public double rw_fqc { get; set; } = 0;
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+ /// <summary>
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+ /// 任务参与次数
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+ /// </summary>
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+ public double rw_cyc { get; set; } = 0;
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+ /// <summary>
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+ /// 任务成效指数
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+ /// </summary>
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+ public double rw_cx { get; set; } = 0;
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+ /// <summary>
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+ /// 任务参与指数
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+ /// </summary>
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+ public double rw_cy { get; set; } = 0;
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+ /// <summary>
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+ /// 评价能力
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+ /// </summary>
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+ public double pj_nl { get; set; } = 0;
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+ /// <summary>
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+ /// 评价发起次数
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+ /// </summary>
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+ public double pj_cs { get; set; } = 0;
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+ /// <summary>
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+ /// 投票发起次数
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+ /// </summary>
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+ public double pj_vc { get; set; } = 0;
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+ /// <summary>
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+ /// 投票得票数
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+ /// </summary>
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+ public double pj_vg { get; set; } = 0;
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+ /// <summary>
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+ /// 投票次数
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+ /// </summary>
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+ public double pj_vo { get; set; } = 0;
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+ /// <summary>
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+ /// 星光发起次数
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+ /// </summary>
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+ public double pj_gc { get; set; } = 0;
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+ /// <summary>
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+ /// 星光得分数
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+ /// </summary>
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+ public double pj_gg { get; set; } = 0;
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+ /// <summary>
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+ /// 星光评分次数
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+ /// </summary>
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+ public double pj_go { get; set; } = 0;
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+ /// <summary>
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+ /// 互评发起次数
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+ /// </summary>
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+ public double pj_pc { get; set; } = 0;
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+ /// <summary>
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+ /// 互评得分数
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+ /// </summary>
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+ public double pj_pg { get; set; } = 0;
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+ /// <summary>
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+ /// 互评评分次数
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+ /// </summary>
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+ public double pj_po { get; set; } = 0;
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+ /// <summary>
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+ /// 协作发起次数
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+ /// </summary>
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+ public double xz_fqc { get; set; } = 0;
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+ /// <summary>
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+ /// 协作参与次数
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+ /// </summary>
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+ public double xz_cyc { get; set; } = 0;
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+ /// <summary>
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+ /// 协作成果分数
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+ /// </summary>
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+ public double xz_cgf { get; set; } = 0;
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+ /// <summary>
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+ /// 协作能力指数
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+ /// </summary>
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+ public double xz_cx { get; set; } = 0;
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+ /// <summary>
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+ /// 协作参与指数
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+ /// </summary>
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+ public double xz_cy { get; set; } = 0;
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+ }
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}
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