public ActionResult TestAlgorithm(TestAlgorithmModel model)
{
var list = _taiLieuVanBanService.GetDocuments().Take(model.Amount).ToList();
list.Add(model.Name);
var docCollection = new DocumentCollection()
{
DocumentList = list
};
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
List <Centroid> resultSet = DocumnetClustering.DocumentCluster(model.Cluster, vSpace, model.Name);
string docNear = DocumnetClustering.FindClosestDocument();
var mode = new TestAlgorithmModel
{
Name = model.Name,
Amount = model.Amount,
Cluster = model.Cluster,
Centroids = resultSet,
DocumentNear = docNear
};
return(View(mode));
}
public ActionResult StorageSuggestion(string document, string type)
{
string local = "Không tìm thấy tài liêu/văn bản có cùng nội dung! Tạo hồ sơ mới.";
var hosos = AutoCompleteTextHoSos(GetHoSos());
var list = _taiLieuVanBanService.GetDocuments();
list.Add(document);
var docCollection = new DocumentCollection()
{
DocumentList = list
};
var cluster = _taiLieuVanBanService.CountDocumentType(type);
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
List <Centroid> resultSet = DocumnetClustering.DocumentCluster(cluster, vSpace, document);
string documentNeedSearch = DocumnetClustering.FindClosestDocument();
if (!string.IsNullOrEmpty(documentNeedSearch))
{
var taiLieuVanBan = _taiLieuVanBanService.Get(p => p.NoiDung == documentNeedSearch);
local = hosos.FirstOrDefault(p => p.Id == taiLieuVanBan.HoSoId).Text;
}
return(Json(new { da = local }, JsonRequestBehavior.AllowGet));
}
public ActionResult Test()
{
var list = _taiLieuVanBanService.GetDocuments();
var docCollection = new DocumentCollection()
{
DocumentList = list
};
var cluster = _taiLieuVanBanService.CountDocumentType("Thông Báo");
List <DocumentVector> vSpace = VectorSpaceModel.ProcessDocumentCollection(docCollection);
List <Centroid> resultSet = DocumnetClustering.DocumentCluster(cluster, vSpace, "thông báo chính phủ mới");
return(View(resultSet));
}