public static string GetFeatureVector(ContentCrawlResult contentInfo, UserInfo userInfo)
{
StringBuilder sb = new StringBuilder();
sb.Append("1:").Append(contentInfo.Sentiment).Append(" "); //sentiment
sb.Append("2:").Append(contentInfo.HasImg ? "1" : "0").Append(" "); //HasImg ? "1" : "0"
sb.Append("3:").Append(contentInfo.HasUrl ? "1" : "0").Append(" "); //HasUrl ? "1" : "0"
sb.Append("4:").Append(userInfo.FanNum).Append(" "); //fans
sb.Append("5:").Append(userInfo.WeiboNum).Append(" "); //weibo
sb.Append("6:").Append(userInfo.Credit).Append(" "); //credit
sb.Append("7:").Append(GetProvinceId(userInfo.Location)).Append(" "); //userLoc
sb.Append("8:").Append(userInfo.Level).Append(" "); //level
sb.Append("9:").Append(userInfo.IsVerified ? "1" : "0").Append(" "); //verified
sb.Append("10:").Append(contentInfo.CommentEval).Append(" "); //comval
return sb.ToString();
}
public static void GetServiceInfo(string url, out ContentCrawlResult contentInfo, out UserInfo userInfo)
{
string[] temp = url.Split('/');
ContentCrawlServiceClient contentClient = new ContentCrawlServiceClient();
UserInfoServiceClient infoClient = new UserInfoServiceClient();
var contentTask = Task.Factory.StartNew<ContentCrawlResult>(() => {
return contentClient.GetContentCrawlResult(temp[3] + '|' + temp[4]);
});
var userTask = Task.Factory.StartNew<UserInfo>(() => {
return infoClient.GetUserInfo(temp[3]);
});
contentInfo = contentTask.Result;//contentClient.GetContentCrawlResult(temp[3] + '|' + temp[4]);
userInfo = userTask.Result; //infoClient.GetUserInfo(temp[3]);
}
public void ProcessRequest(HttpContext context)
{
var url = context.Request["url"];
context.Response.ContentType = "text/plain";
UserInfo uinfo = new UserInfo();
ContentCrawlResult cinfo = new ContentCrawlResult();
ServiceHelper.GetServiceInfo(url, out cinfo, out uinfo);
var vec = ServiceHelper.GetFeatureVector(cinfo, uinfo);
SVM.InputData(vec);
var result = SVM.Predict();
//var result = 1;
var data = String.Format("{0}|{1}|{2}|{3}|{4}|{5}|{6}|{7}|{8}|{9}|{10}|{11}|{12}|{13}|{14}|{15}|{16}|{17}",
uinfo.Uid,
uinfo.Uid,
uinfo.Sex,
uinfo.Level,
uinfo.IsVerified,
uinfo.Credit,
uinfo.FollowNum,
uinfo.FanNum,
uinfo.WeiboNum,
uinfo.NickName,
uinfo.Location,
uinfo.Intro,
cinfo.Content,
cinfo.CommentEval,
cinfo.HasImg,
cinfo.Sentiment,
cinfo.HasUrl,
result == 1 ? "Rumor!" : "Truth!");
context.Response.Write(data);
}
bool getUserInfo(ref UserInfo userInfo)
{
var doc = browser.Document;
if (doc.Body == null)
return false;
if (doc.Body.InnerHtml == null || doc.Body.InnerHtml.Contains("你访问的页面地址有误，或者该页面不存在") || doc.Body.InnerHtml.Contains("您当前访问的帐号异常"))
{
return false;
}
if (doc.Body.InnerHtml.Contains("http://img.t.sinajs.cn/t4/appstyle/e_media/images/index/busiBtn.png"))
{
var levelNode = (from HtmlElement el in doc.GetElementsByTagName("span") where el.GetAttribute("className").Contains("W_level_ico") select el);
var userNickNameTest = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "username" select el);
if (levelNode.Count() == 0 || userNickNameTest.Count() == 0)
{
return false;
}
int level = Convert.ToInt32(
levelNode.First().Children[0].GetAttribute("title").Substring("当前等级：".Length)
);
string userNickName = userNickNameTest.First().Children[0].Children[0].InnerText;
int credit = 0;
var followNode = (from HtmlElement el in doc.GetElementsByTagName("strong") where el.NextSibling.InnerText == "关注" select el).First();
int follow = Convert.ToInt32(
followNode.InnerText
);
var fansNode = (from HtmlElement el in doc.GetElementsByTagName("strong") where el.NextSibling.InnerText == "粉丝" select el).First();
int fans = Convert.ToInt32(
fansNode.InnerText
);
var weiboNode = (from HtmlElement el in doc.GetElementsByTagName("strong") where el.NextSibling.InnerText == "微博" select el).First();
int weibo = Convert.ToInt32(
weiboNode.InnerText
);
bool verified = true;
bool userSex = true;
string userIntro = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "moreinfo" select el).First().Children[0].Children[0].InnerText;
string userLoc = "北京";
var uidNode = (from HtmlElement el in doc.GetElementsByTagName("a") where el.GetAttribute("suda-data") == "key=tblog_grade_float&value=grade_icon_click" select el).First();
string uid = uidNode.GetAttribute("href").Substring("http://level.account.weibo.com/u/?id=".Length, 10);
userInfo.Uid = uid;
userInfo.Level = level;
userInfo.Intro = userIntro;
userInfo.IsVerified = verified;
userInfo.Location = userLoc;
userInfo.NickName = userNickName;
userInfo.Sex = userSex;
userInfo.WeiboNum = weibo;
userInfo.FanNum = fans;
userInfo.FollowNum = follow;
userInfo.Credit = credit;
string log = userInfo.ToString();
tbLog.Invoke((Action)(() =>
{
tbLog.Text += log + "\n";
}));
return true;
}
else
{
var levelNode = (from HtmlElement el in doc.GetElementsByTagName("span") where el.GetAttribute("className").Contains("W_level_ico") select el);
var userNickNameTest = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "label S_txt2" && el.InnerText == "昵称" select el);
if (levelNode.Count() == 0 || userNickNameTest.Count() == 0)
{
return false;
}
int level = Convert.ToInt32(
levelNode.First().Children[0].GetAttribute("title").Substring("当前等级：".Length)
);
var uidNode = (from HtmlElement el in doc.GetElementsByTagName("a") where el.GetAttribute("suda-data") == "key=tblog_grade_float&value=grade_icon_click" select el).First();
string uid = uidNode.GetAttribute("href").Substring("http://level.account.weibo.com/u/?id=".Length, 10);
int credit = 0;
try
{
var creditList = (from HtmlElement node in doc.GetElementsByTagName("table") where node.GetAttribute("node-type") == "credit" select node).Single().GetElementsByTagName("tr");
foreach (HtmlElement rec in creditList)
{
DateTime time = Convert.ToDateTime(rec.Children[0].InnerText);
string reason = rec.Children[1].InnerText;
int cur_credit = Convert.ToInt32(
rec.Children[2].InnerText.Substring(
0, rec.Children[2].InnerText.Length - 1
)
);
if (cur_credit < 0)
credit += cur_credit;
}
}
catch (Exception ex)
{
}
var followNode = (from HtmlElement el in doc.GetElementsByTagName("strong") where el.GetAttribute("node-type") == "follow" select el).First();
int follow = Convert.ToInt32(
followNode.InnerText
);
var fansNode = (from HtmlElement el in doc.GetElementsByTagName("strong") where el.GetAttribute("node-type") == "fans" select el).First();
int fans = Convert.ToInt32(
fansNode.InnerText
);
var weiboNode = (from HtmlElement el in doc.GetElementsByTagName("strong") where el.GetAttribute("node-type") == "weibo" select el).First();
int weibo = Convert.ToInt32(
weiboNode.InnerText
);
bool verified = (from HtmlElement el in doc.GetElementsByTagName("div")
where el.GetAttribute("className") == "icon_bed"
&& el.Children[0].GetAttribute("href") == "http://verified.weibo.com/verify"
select el
).Count() == 1;
string headPicUrl = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "pf_head_pic" select el).
First().
Children[0].GetAttribute("src");
string userNickName = null, userLoc = null, userIntro = null;
bool userSex = true;
try
{
userNickName = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "label S_txt2" && el.InnerText == "昵称" select el).First().NextSibling.InnerText;
}
catch (Exception ex)
{
}
try
{
userLoc = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "label S_txt2" && el.InnerText == "所在地" select el).First().NextSibling.InnerText;
}
catch (Exception ex)
{
}
try
{
userSex = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "label S_txt2" && el.InnerText == "性别" select el).First().NextSibling.InnerText == "男";
}
catch (Exception ex)
{
}
try
{
userIntro = (from HtmlElement el in doc.GetElementsByTagName("div") where el.GetAttribute("className") == "label S_txt2" && el.InnerText == "简介" select el).First().NextSibling.InnerText;
}
catch (Exception ex)
{
}
//string data = String.Format("{0}|{1}|{2}|{3}|{4}|{5}", fans, weibo, credit, userLoc, level, verified ? 1 : 0);
userInfo.Uid = uid;
userInfo.Level = level;
userInfo.Intro = userIntro;
userInfo.IsVerified = verified;
userInfo.Location = userLoc;
userInfo.NickName = userNickName;
userInfo.Sex = userSex;
userInfo.WeiboNum = weibo;
userInfo.FanNum = fans;
userInfo.FollowNum = follow;
userInfo.Credit = credit;
string log = userInfo.ToString();
tbLog.Invoke((Action)(() =>
{
tbLog.Text += log + "\n";
}));
return true;
}
}
public UserInfo GetUserInfo(string name)
{
browser.Navigate("http://weibo.com/" + name + "/info");
int failCount = 0;
Thread.Sleep(6000);
UserInfo userInfo = new UserInfo();
while (!(bool)
browser.Invoke((Func<bool>)(() =>
{
return getUserInfo(ref userInfo);
}))
)
{
tbLog.Invoke((Action)(() =>
{
tbLog.Text += "Try again" + "\r\n";
}));
failCount++;
if (failCount == 6)
{
browser.Invoke((Action)(() => { browser.Navigate("http://weibo.com/" + name + "/info"); }));
failCount = 0;
}
Thread.Sleep(2000);
}
cleanMemory();
return userInfo;
}