//更新当天网页的平均停留时间（隔一定时间分析一次）
public static void AnalysisONB_StaySecond()
{
long lStaySecond = default(long);
foreach (KeyValuePair <string, long> item in dic_Url_StaySecond)
{
lStaySecond = +item.Value;
}
lStaySecond = (long)lStaySecond / dic_Url_StaySecond.Count;
if (lStaySecond <= 10) //≤10秒
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StaySecond(RadioSelectionCategory.RadioSelected_A);
}
else if ((lStaySecond > 10) && (lStaySecond <= 30)) //10秒—30秒
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StaySecond(RadioSelectionCategory.RadioSelected_B);
}
else if ((lStaySecond > 30) && (lStaySecond <= 60)) //30秒—1分钟
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StaySecond(RadioSelectionCategory.RadioSelected_C);
}
else if ((lStaySecond > 60) && (lStaySecond <= 120)) //1—2分钟
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StaySecond(RadioSelectionCategory.RadioSelected_D);
}
else if ((lStaySecond > 120) && (lStaySecond <= 300)) //2—5分钟
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StaySecond(RadioSelectionCategory.RadioSelected_E);
}
else if (lStaySecond > 300) //>5分钟
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StaySecond(RadioSelectionCategory.RadioSelected_F);
}
}
//浏览器关闭的时候进行统计分析
//当天的网络浏览时间(第一条记录和最后一条记录的时间差)
public static void AnalysisOnlineTime()
{
//计算今天的网络浏览时间
string strMinDateTime = dic_Url_FirstTime.First().Value; //网络浏览的开启时间
DateTime BeginningDate = DateTime.Parse(strMinDateTime); //转化为DateTime类型
TimeSpan ts = DateTime.Now.Subtract(BeginningDate); //计算时间间隔
int iHourSpan = ts.Hours + 1;
Int16 iWeek = Convert.ToInt16(DateTime.Now.DayOfWeek); //计算礼拜
if ((iWeek == 0) || (iWeek == 6)) //周六 周日
{
if (iHourSpan <= 3)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_Weekend(RadioSelectionCategory.RadioSelected_A);
}
else if ((iHourSpan > 3) && (iHourSpan <= 4)) //3 < iHourSpan <= 4
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_Weekend(RadioSelectionCategory.RadioSelected_B);
}
else if ((iHourSpan > 4) && (iHourSpan <= 6)) //4 < iHourSpan <= 6
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_Weekend(RadioSelectionCategory.RadioSelected_C);
}
else if ((iHourSpan > 6) && (iHourSpan <= 9)) //6 < iHourSpan <= 9
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_Weekend(RadioSelectionCategory.RadioSelected_D);
}
else if ((iHourSpan > 9) && (iHourSpan <= 12)) //9 < iHourSpan <= 12
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_Weekend(RadioSelectionCategory.RadioSelected_E);
}
else if (iHourSpan > 12)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_Weekend(RadioSelectionCategory.RadioSelected_F);
}
}
else //周一 到 周五
{
if (iHourSpan <= 2)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_WorkDay(RadioSelectionCategory.RadioSelected_A);
}
else if ((iHourSpan > 2) && (iHourSpan <= 6)) // 2 < iHourSpan <= 6
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_WorkDay(RadioSelectionCategory.RadioSelected_B);
}
else if ((iHourSpan > 6) && (iHourSpan <= 10)) //6 < iHourSpan <= 10
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_WorkDay(RadioSelectionCategory.RadioSelected_C);
}
else if ((iHourSpan > 10) && (iHourSpan <= 12)) //10 < iHourSpan <= 12
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_WorkDay(RadioSelectionCategory.RadioSelected_D);
}
else if (iHourSpan > 12)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_WorkDay(RadioSelectionCategory.RadioSelected_E);
}
}
}
private static void EmotionCategoryFrequencyRating(double dFrequency, EmotionClassify emotion)
{
double dNeverVisited = 0.05; //从未访问过
double dFewerVisited = 0.10; //很少访问
double dSometimesVisited = 0.20; //有时候访问
double dAlwaysVisited = 0.30; //经常访问
if (dFrequency <= dNeverVisited)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PAN_EmotionClassify(emotion, RadioSelectionCategory.RadioSelected_A);
}
else if ((dFrequency > dNeverVisited) && (dFrequency <= dFewerVisited))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PAN_EmotionClassify(emotion, RadioSelectionCategory.RadioSelected_B);
}
else if ((dFrequency > dFewerVisited) && (dFrequency <= dSometimesVisited))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PAN_EmotionClassify(emotion, RadioSelectionCategory.RadioSelected_C);
}
else if ((dFrequency > dSometimesVisited) && (dFrequency <= dAlwaysVisited))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PAN_EmotionClassify(emotion, RadioSelectionCategory.RadioSelected_D);
}
else if (dFrequency > dAlwaysVisited)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PAN_EmotionClassify(emotion, RadioSelectionCategory.RadioSelected_E);
}
}
private static void InitalBehaviorFeatures()
{
string strFileName = "BehaviorFeatures.xml"; //用户的行为问卷结果?
BehaviorFeatureAnalysis.LoadBehaviorFeatureFromXML(strFileName);
string strEmotionHistory = "EmotionPredictionsHistory";
Recommendation.LoadEmotionPredictionsHistory(strEmotionHistory);//加载心理分析结果
string fileName2 = "BehaviorFeaturesHistory.xml";
BehaviorFeatureHistoryAnalysis.LoadBehaviorFeatureHistoryAnalysis(fileName2);
}
/// <summary>
/// 更新心理预测记录
/// </summary>
public static void UpdateEmotionPredictionsHistory()//这个函数是用来更新EmotionTracking里pointlist，从来来更新图标的内容。现在我把phi值换成了bar图(原来是曲线图)。
{
long lPredictionTime = DateTime.Now.ToBinary();
double xAxis = (double)new XDate(DateTime.FromBinary(lPredictionTime));
double dANX = BehaviorFeatureAnalysis.Calc_ANX_Prediction_Value();
dic_ANX_Predictions.Add(lPredictionTime, dANX);
EmotionTracking.ANXValueList.Add(xAxis, dANX);
double dDEP = BehaviorFeatureAnalysis.Calc_DEP_Prediction_Value();
dic_DEP_Predictions.Add(lPredictionTime, dDEP);
EmotionTracking.DEPValueList.Add(xAxis, dDEP);
double dHMA = BehaviorFeatureAnalysis.Calc_HMA_Prediction_Value();
dic_HMA_Predictions.Add(lPredictionTime, dHMA);
EmotionTracking.HMAValueList.Add(xAxis, dHMA);
double dHYP = BehaviorFeatureAnalysis.Calc_HYP_Prediction_Value();
dic_HYP_Predictions.Add(lPredictionTime, dHYP);
EmotionTracking.HYPValueList.Add(xAxis, dHYP);
double dPSD = BehaviorFeatureAnalysis.Calc_PSD_Prediction_Value();
dic_PSD_Predictions.Add(lPredictionTime, dPSD);
EmotionTracking.PSDValueList.Add(xAxis, dPSD);
double dSOM = BehaviorFeatureAnalysis.Calc_SOM_Prediction_Value();
dic_SOM_Predictions.Add(lPredictionTime, dSOM);
EmotionTracking.SOMValueList.Add(xAxis, dSOM);
double dUNR = BehaviorFeatureAnalysis.Calc_UNR_Prediction_Value();
dic_UNR_Predictions.Add(lPredictionTime, dUNR);
EmotionTracking.UNRValueList.Add(xAxis, dUNR);
}
/// <summary>
/// 更新心理预测记录
/// </summary>
public static void UpdateBehaviorFeatureHistory()//更新EmotionTracking里面的行为特征值(也就是曲线数据),其实就是要从BehaviorFeaturesHistory.xml里取出最新的record，然后加载到EmotionTracking里的pointlist里
{
long lPredictionTime = DateTime.Now.ToBinary();
double xAxis = (double)new XDate(DateTime.FromBinary(lPredictionTime));
double dANX = BehaviorFeatureAnalysis.Calc_ANX_Prediction_Value();
dic_ANX_Predictions.Add(lPredictionTime, dANX);
EmotionTracking.ANXValueList.Add(xAxis, dANX);
double dDEP = BehaviorFeatureAnalysis.Calc_DEP_Prediction_Value();
dic_DEP_Predictions.Add(lPredictionTime, dDEP);
EmotionTracking.DEPValueList.Add(xAxis, dDEP);
double dHMA = BehaviorFeatureAnalysis.Calc_HMA_Prediction_Value();
dic_HMA_Predictions.Add(lPredictionTime, dHMA);
EmotionTracking.HMAValueList.Add(xAxis, dHMA);
double dHYP = BehaviorFeatureAnalysis.Calc_HYP_Prediction_Value();
dic_HYP_Predictions.Add(lPredictionTime, dHYP);
EmotionTracking.HYPValueList.Add(xAxis, dHYP);
double dPSD = BehaviorFeatureAnalysis.Calc_PSD_Prediction_Value();
dic_PSD_Predictions.Add(lPredictionTime, dPSD);
EmotionTracking.PSDValueList.Add(xAxis, dPSD);
double dSOM = BehaviorFeatureAnalysis.Calc_SOM_Prediction_Value();
dic_SOM_Predictions.Add(lPredictionTime, dSOM);
EmotionTracking.SOMValueList.Add(xAxis, dSOM);
double dUNR = BehaviorFeatureAnalysis.Calc_UNR_Prediction_Value();
dic_UNR_Predictions.Add(lPredictionTime, dUNR);
EmotionTracking.UNRValueList.Add(xAxis, dUNR);
}
private static void ContentCategoryFrequencyRating(double dFrequency, ContentClassify content)
{
double dFewerVisited = 0.10; //很少访问
double dSometimesVisited = 0.20; //有时候访问
double dAlwaysVisited = 0.30; //经常访问
if (dFrequency <= dFewerVisited)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PTN_ContentClassify(content, RadioSelectionCategory.RadioSelected_A);
}
else if ((dFrequency > dFewerVisited) && (dFrequency <= dSometimesVisited))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PTN_ContentClassify(content, RadioSelectionCategory.RadioSelected_B);
}
else if ((dFrequency > dSometimesVisited) && (dFrequency <= dAlwaysVisited))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PTN_ContentClassify(content, RadioSelectionCategory.RadioSelected_C);
}
else if (dFrequency > dAlwaysVisited)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_PTN_ContentClassify(content, RadioSelectionCategory.RadioSelected_D);
}
}
//分析每天的上网时段：每天的起始上网时间在哪个时段 (一天分析一次即可)
public static void AnalysisONB_StartTime()
{
//计算当天的开始浏览网络的时段
string strMinDateTime = dic_Url_FirstTime.First().Value; //网络浏览的开启时间
DateTime BeginningDate = DateTime.Parse(strMinDateTime); //转化为DateTime类型
int iHour = BeginningDate.Hour;
if (iHour < 9)
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StartTime(RadioSelectionCategory.RadioSelected_A);
}
else if ((iHour >= 9) && (iHour < 12))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StartTime(RadioSelectionCategory.RadioSelected_B);
}
else if ((iHour >= 12) && (iHour < 14))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StartTime(RadioSelectionCategory.RadioSelected_C);
}
else if ((iHour >= 14) && (iHour < 18))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StartTime(RadioSelectionCategory.RadioSelected_D);
}
else if ((iHour >= 18) && (iHour < 19))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StartTime(RadioSelectionCategory.RadioSelected_E);
}
else if ((iHour >= 19) && (iHour < 23))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StartTime(RadioSelectionCategory.RadioSelected_F);
}
else if ((iHour >= 23) && (iHour < 24))
{
BehaviorFeatureAnalysis.UpdateBehaviorFeature_ONB_StartTime(RadioSelectionCategory.RadioSelected_G);
}
}
