/// <summary> /// 获得乙方 /// </summary> /// <returns></returns> string GetYiFang() { var Extractor = new ExtractPropertyByText(); //这些关键字后面 Extractor.LeadingColonKeyWordList = new string[] { "乙方:" }; //"供应商名称:","中标单位:","中标人:","中标单位:","中标人:","乙方(供方):","承包人:","承包方:","中标方:","供应商名称:","中标人名称:" Extractor.ExtractFromTextFile(TextFileName); foreach (var item in Extractor.CandidateWord) { var YiFang = item.Value.Trim(); if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("乙方候补词(关键字):[" + YiFang + "]"); } return(YiFang); } //乙方:"有限公司" //如果有子公司的话,优先使用子公司 foreach (var c in companynamelist) { if (c.isSubCompany) { return(c.secFullName); } } var ExtractorHTML = new ExtractPropertyByHTML(); //这些关键字后面 ExtractorHTML.TrailingWordList = new string[] { "有限公司董事会" }; ExtractorHTML.Extract(root); ExtractorHTML.CandidateWord.Reverse(); foreach (var item in ExtractorHTML.CandidateWord) { if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("乙方候补词(关键字):[" + item.Value.Trim() + "有限公司]"); } return(item.Value.Trim() + "有限公司"); } return(AnnouceCompanyName); }
/// <summary> /// 获得甲方 /// </summary> /// <returns></returns> public string GetJiaFang() { //最高置信度的抽取 EntityProperty e = new EntityProperty(); e.ExcludeContainsWordList = new string[] { "招标代理" }; e.LeadingColonKeyWordList = new string[] { "甲方:", "合同买方:", "发包人:", "发包单位:", "发包方:", "发包机构:", "发包人名称:", "招标人:", "招标单位:", "招标方:", "招标机构:", "招标人名称:", "业主:", "业主单位:", "业主方:", "业主机构:", "业主名称:", "采购单位:", "采购单位名称:", "采购人:", "采购人名称:", "采购方:", "采购方名称:" }; e.CandidatePreprocess = (x => { x = Normalizer.ClearTrailing(x); return(CompanyNameLogic.AfterProcessFullName(x).secFullName); }); e.MaxLength = ContractTraning.JiaFangES.MaxLength; e.MaxLengthCheckPreprocess = Utility.TrimEnglish; e.MinLength = 3; e.Extract(this); //这里不直接做Distinct,出现频次越高,则可信度越高 //多个甲方的时候,可能意味着没有甲方! if (e.LeadingColonKeyWordCandidate.Distinct().Count() > 1) { foreach (var candidate in e.LeadingColonKeyWordCandidate) { Program.Logger.WriteLine("发现多个甲方:" + candidate); } } if (e.LeadingColonKeyWordCandidate.Count > 0) { return(e.LeadingColonKeyWordCandidate[0]); } //招标 var Extractor = new ExtractPropertyByHTML(); var CandidateWord = new List <String>(); var StartArray = new string[] { "招标单位", "业主", "收到", "接到" }; var EndArray = new string[] { "发来", "发出", "的中标" }; Extractor.StartEndFeature = Utility.GetStartEndStringArray(StartArray, EndArray); Extractor.Extract(root); foreach (var item in Extractor.CandidateWord) { var JiaFang = CompanyNameLogic.AfterProcessFullName(item.Value.Trim()); if (JiaFang.secFullName.Contains("招标代理")) { continue; //特殊业务规则 } JiaFang.secFullName = JiaFang.secFullName.Replace("业主", String.Empty).Trim(); JiaFang.secFullName = JiaFang.secFullName.Replace("招标单位", String.Empty).Trim(); if (Utility.TrimEnglish(JiaFang.secFullName).Length > ContractTraning.JiaFangES.MaxLength) { continue; } if (JiaFang.secFullName.Length < 3) { continue; //使用实际长度排除全英文的情况 } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("甲方候补词(招标):[" + JiaFang.secFullName + "]"); } CandidateWord.Add(JiaFang.secFullName); } //合同 Extractor = new ExtractPropertyByHTML(); StartArray = new string[] { "与", "与业主" }; EndArray = new string[] { "签署", "签订" }; Extractor.StartEndFeature = Utility.GetStartEndStringArray(StartArray, EndArray); Extractor.Extract(root); foreach (var item in Extractor.CandidateWord) { var JiaFang = CompanyNameLogic.AfterProcessFullName(item.Value.Trim()); JiaFang.secFullName = JiaFang.secFullName.Replace("业主", String.Empty).Trim(); if (JiaFang.secFullName.Contains("招标代理")) { continue; //特殊业务规则 } if (Utility.TrimEnglish(JiaFang.secFullName).Length > ContractTraning.JiaFangES.MaxLength) { continue; } if (JiaFang.secFullName.Length < 3) { continue; //使用实际长度排除全英文的情况 } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("甲方候补词(合同):[" + JiaFang.secFullName + "]"); } CandidateWord.Add(JiaFang.secFullName); } return(CompanyNameLogic.MostLikeCompanyName(CandidateWord)); }
/// <summary> /// 获得工程名 /// </summary> /// <returns></returns> string GetProjectName() { var ExtractorText = new ExtractPropertyByText(); //这些关键字后面(最优先) ExtractorText.LeadingColonKeyWordList = new string[] { "项目名称:", "工程名称:", "中标项目:", "合同标的:", "工程内容:" }; ExtractorText.ExtractFromTextFile(TextFileName); foreach (var item in ExtractorText.CandidateWord) { var ProjectName = item.Value.Trim(); if (EntityWordAnlayzeTool.TrimEnglish(ProjectName).Length > ContractTraning.MaxContractNameLength) { continue; } if (TrimJianCheng(ProjectName) == String.Empty) { continue; } ProjectName = TrimJianCheng(ProjectName); if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("项目名称候补词(关键字):[" + ProjectName + "]"); } return(ProjectName); } var Extractor = new ExtractPropertyByHTML(); Extractor.LeadingColonKeyWordList = ExtractorText.LeadingColonKeyWordList; foreach (var item in Extractor.CandidateWord) { var ProjectName = item.Value.Trim(); if (EntityWordAnlayzeTool.TrimEnglish(ProjectName).Length > ContractTraning.MaxContractNameLength) { continue; } if (TrimJianCheng(ProjectName) == String.Empty) { continue; } ProjectName = TrimJianCheng(ProjectName); if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("项目名称候补词(关键字):[" + ProjectName + "]"); } return(ProjectName); } foreach (var bracket in quotationList) { if (bracket.Value.EndsWith("工程") || bracket.Value.EndsWith("标段")) { return(bracket.Value); } } var MarkFeature = new ExtractPropertyByHTML.struMarkFeature(); MarkFeature.MarkStartWith = "“"; MarkFeature.MarkEndWith = "”"; MarkFeature.InnerEndWith = "标段"; var MarkFeatureConfirm = new ExtractPropertyByHTML.struMarkFeature(); MarkFeatureConfirm.MarkStartWith = "“"; MarkFeatureConfirm.MarkEndWith = "”"; MarkFeatureConfirm.InnerEndWith = "标"; Extractor.MarkFeature = new ExtractPropertyByHTML.struMarkFeature[] { MarkFeature, MarkFeatureConfirm }; Extractor.Extract(root); foreach (var item in Extractor.CandidateWord) { var ProjectName = item.Value.Trim(); if (EntityWordAnlayzeTool.TrimEnglish(ProjectName).Length > ContractTraning.MaxContractNameLength) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("工程名称候补词(《XXX》):[" + item + "]"); } return(ProjectName); } var ExtractDP = new ExtractPropertyByDP(); var KeyList = new List <ExtractPropertyByDP.DPKeyWord>(); KeyList.Add(new ExtractPropertyByDP.DPKeyWord() { StartWord = new string[] { "确定为", "确定", "中标", "参与", "发布", "为" }, StartDPValue = new string[] { LTPTrainingDP.核心关系, LTPTrainingDP.定中关系, LTPTrainingDP.并列关系 }, EndWord = new string[] { "采购", "项目", "工程", "标段" }, EndDPValue = new string[] { } }); ExtractDP.StartWithKey(KeyList, Dplist); foreach (var item in ExtractDP.CandidateWord) { var ProjectName = item.Value.Trim(); if (EntityWordAnlayzeTool.TrimEnglish(ProjectName).Length > ContractTraning.MaxProjectNameLength) { continue; } if (ProjectName.Length <= 4) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("工程候补词:[" + ProjectName + "]"); } return(ProjectName); } return(String.Empty); }
public void Extract(AnnouceDocument doc) { //纯关键字类型 if (KeyWordMap.Count != 0) { var candidate = ExtractByKeyWordMap(doc.root); if (candidate.Count == 1) { WordMapResult = candidate.First(); } if (candidate.Count > 1) { if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("找到纯关键字类型两个关键字"); } } return; } if (LeadingColonKeyWordList != null) { //按照规则,由固定先导词的,例如 [项目名:] //这里的词语不受任何其他因素制约,例如最大最小长度,有专用的预处理器 var ExtractorText = new ExtractPropertyByText(); //这些关键字后面:注意:TEXT版本可能存在空格,所以HTML版本也检查一遍 ExtractorText.LeadingColonKeyWordList = LeadingColonKeyWordList; ExtractorText.ExtractFromTextFile(doc.TextFileName); foreach (var item in ExtractorText.CandidateWord) { var PropertyValue = item.Value; if (LeadingColonKeyWordCandidatePreprocess != null) { PropertyValue = LeadingColonKeyWordCandidatePreprocess(PropertyValue); } if (String.IsNullOrEmpty(PropertyValue)) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine(this.PropertyName + ":[" + PropertyValue + "]"); } LeadingColonKeyWordCandidate.Add(PropertyValue); } var Extractor = new ExtractPropertyByHTML(); Extractor.LeadingColonKeyWordList = ExtractorText.LeadingColonKeyWordList; Extractor.Extract(doc.root); foreach (var item in ExtractorText.CandidateWord) { var PropertyValue = item.Value; if (LeadingColonKeyWordCandidatePreprocess != null) { PropertyValue = LeadingColonKeyWordCandidatePreprocess(PropertyValue); } if (String.IsNullOrEmpty(PropertyValue)) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine(this.PropertyName + ":[" + PropertyValue + "]"); } //TEXT里面有的,这里不重复添加了 if (!LeadingColonKeyWordCandidate.Contains(PropertyValue)) { LeadingColonKeyWordCandidate.Add(PropertyValue); } } } //书名号和引号 if (QuotationTrailingWordList != null) { //接下来《》,“” 优先 foreach (var bracket in doc.quotationList) { foreach (var word in QuotationTrailingWordList) { if (bracket.Value.EndsWith(word)) { var PropertyValue = CheckCandidate(bracket.Value); if (String.IsNullOrEmpty(PropertyValue)) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine(this.PropertyName + ":[" + PropertyValue + "]"); } QuotationTrailingCandidate.Add(PropertyValue); } } } } //句法依存 if (DpKeyWordList != null) { var ExtractDP = new ExtractPropertyByDP(); ExtractDP.StartWithKey(DpKeyWordList, doc.Dplist); foreach (var item in ExtractDP.CandidateWord) { var PropertyValue = CheckCandidate(item.Value); if (String.IsNullOrEmpty(PropertyValue)) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine(this.PropertyName + ":[" + PropertyValue + "]"); } DpKeyWordCandidate.Add(PropertyValue); } } if (ExternalStartEndStringFeature != null) { var ExtractorTEXT = new ExtractPropertyByText(); ExtractorTEXT.StartEndFeature = ExternalStartEndStringFeature; ExtractorTEXT.ExtractFromTextFile(doc.TextFileName); foreach (var item in ExtractorTEXT.CandidateWord) { var PropertyValue = item.Value; if (ExternalStartEndStringFeatureCandidatePreprocess != null) { PropertyValue = ExternalStartEndStringFeatureCandidatePreprocess(PropertyValue); } PropertyValue = CheckCandidate(PropertyValue); if (String.IsNullOrEmpty(PropertyValue)) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine(this.PropertyName + ":[" + PropertyValue + "]"); } ExternalStartEndStringFeatureCandidate.Add(PropertyValue); } //一部分无法提取TEXT的情况 var ExtractorHTML = new ExtractPropertyByHTML(); ExtractorHTML.StartEndFeature = ExternalStartEndStringFeature; ExtractorHTML.Extract(doc.root); foreach (var item in ExtractorHTML.CandidateWord) { var PropertyValue = item.Value; if (ExternalStartEndStringFeatureCandidatePreprocess != null) { PropertyValue = ExternalStartEndStringFeatureCandidatePreprocess(PropertyValue); } PropertyValue = CheckCandidate(PropertyValue); if (String.IsNullOrEmpty(PropertyValue)) { continue; } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine(this.PropertyName + ":[" + PropertyValue + "]"); } if (!ExternalStartEndStringFeatureCandidate.Contains(PropertyValue)) { ExternalStartEndStringFeatureCandidate.Add(PropertyValue); } } } }
/// <summary> /// 获得甲方 /// </summary> /// <returns></returns> string GetJiaFang(String YiFang) { //最高置信度的抽取 EntityProperty e = new EntityProperty(); e.ExcludeContainsWordList = new string[] { "招标代理" }; e.LeadingColonKeyWordList = new string[] { "甲方:", "合同买方:", "发包人:", "发包单位:", "发包方:", "发包机构:", "发包人名称:", "招标人:", "招标单位:", "招标方:", "招标机构:", "招标人名称:", "项目招标人:", "业主:", "业主单位:", "业主方:", "业主机构:", "业主名称:", "采购单位:", "采购单位名称:", "采购人:", "采购人名称:", "采购方:", "采购方名称:" }; e.CandidatePreprocess = (x => { x = Normalizer.ClearTrailing(x); return(CompanyNameLogic.AfterProcessFullName(x).secFullName); }); e.MaxLength = 32; e.MaxLengthCheckPreprocess = Utility.TrimEnglish; e.MinLength = 3; e.Extract(this); //这里不直接做Distinct,出现频次越高,则可信度越高 //多个甲方的时候,可能意味着没有甲方! if (e.LeadingColonKeyWordCandidate.Distinct().Count() > 1) { foreach (var candidate in e.LeadingColonKeyWordCandidate) { Program.Logger.WriteLine("发现多个甲方:" + candidate); } } if (e.LeadingColonKeyWordCandidate.Count > 0) { return(e.LeadingColonKeyWordCandidate[0]); } var ner = SearchJiaFang(); var NerJia = String.Empty; if (!String.IsNullOrEmpty(ner)) { foreach (var cn in companynamelist) { if (cn.secShortName == ner) { ner = cn.secFullName; } } if (String.IsNullOrEmpty(YiFang)) { NerJia = ner; } if (!YiFang.Equals(ner)) { NerJia = ner; } } //招标 var Extractor = new ExtractPropertyByHTML(); var CandidateWord = new List <String>(); var StartArray = new string[] { "招标单位", "业主", "收到", "接到" }; var EndArray = new string[] { "发来", "发出", "的中标" }; Extractor.StartEndFeature = Utility.GetStartEndStringArray(StartArray, EndArray); Extractor.Extract(root); foreach (var item in Extractor.CandidateWord) { var JiaFang = CompanyNameLogic.AfterProcessFullName(item.Value.Trim()); if (JiaFang.secFullName.Contains("招标代理")) { continue; //特殊业务规则 } JiaFang.secFullName = JiaFang.secFullName.Replace("业主", String.Empty).Trim(); JiaFang.secFullName = JiaFang.secFullName.Replace("招标单位", String.Empty).Trim(); if (Utility.TrimEnglish(JiaFang.secFullName).Length > 32) { continue; } if (JiaFang.secFullName.Length < 3) { continue; //使用实际长度排除全英文的情况 } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("甲方候补词(招标):[" + JiaFang.secFullName + "]"); } CandidateWord.Add(JiaFang.secFullName); } //合同 Extractor = new ExtractPropertyByHTML(); StartArray = new string[] { "与", "与业主" }; EndArray = new string[] { "签署", "签订" }; Extractor.StartEndFeature = Utility.GetStartEndStringArray(StartArray, EndArray); Extractor.Extract(root); foreach (var item in Extractor.CandidateWord) { var JiaFang = CompanyNameLogic.AfterProcessFullName(item.Value.Trim()); JiaFang.secFullName = JiaFang.secFullName.Replace("业主", String.Empty).Trim(); if (JiaFang.secFullName.Contains("招标代理")) { continue; //特殊业务规则 } if (Utility.TrimEnglish(JiaFang.secFullName).Length > 32) { continue; } if (JiaFang.secFullName.Length < 3) { continue; //使用实际长度排除全英文的情况 } if (!Program.IsMultiThreadMode) { Program.Logger.WriteLine("甲方候补词(合同):[" + JiaFang.secFullName + "]"); } CandidateWord.Add(JiaFang.secFullName); } if (!String.IsNullOrEmpty(NerJia)) { //原则上,有NER中提取的甲方,则使用甲方 foreach (var c in CandidateWord) { //但是,这里有可能是正确的解答,例如 //NER:(集团)有限公司 实际上应该是 XXXX(集团)有限公司 if (c.EndsWith(NerJia)) { return(c); } } return(NerJia); } else { return(CompanyNameLogic.MostLikeCompanyName(CandidateWord)); } }