文本地址智能识别组件(三)

待我称王封你为后i 2022-11-25 04:16 158阅读 0赞

## 前言 ##

姓名+电话+地址识别,前面的文本[**地址智能识别组件(一)**][Link 1]和[**文本地址智能识别组件(二)**][Link 2]可以满足地址识别的基本需求,但是经过不断的测试和真实场景的使用, 发现还是存在一些细节问题, 本着不到黄河心不死呕心沥血的实现了终极版本**文本地址智能识别组件(三)** . 通过参考快递公司的识别功能, 自己重新写了一下,功夫不负有心人, 终于达到了作者想要的效果.

## 方案 ##

首先我们仓考之前的思路,通过处理字符串来达到匹配的结果. 电话肯定是可以获取到的, 地址的话, 我们单独去数据库获取  
1.匹配需要识别文本中的电话号码  
2.假设地址的省市区输入完全正确,我们直接匹配库里面的数据,然后对比省市区的名称,省市区名称前面的就是姓名, 如果姓名在详细地址后面,那就无法识别了  
3.地址输入只有两级或者一级, 这种情况就需要多处理几次了, 首先查询省名称, 省名称为空责查询市名称,查询到市名称就根据市名称查询出对应的省名称, 在查询市名称下面的区名称, 然后和文本中的地址比较.  
话不多说, 直接放大招

/**
    	这是service的实现方法
    	text传入参数为需要识别的文本信息
    	姓名为匹配到的地址前面一截
    */
    
    @Override
    	public Map<String, Object> getTextRecognitionInfo(String text) {
        
    		//去除所有标点符号和特殊符号
    		String details = text.replaceAll("\\pP|\\pS|\\s+", "").trim();
    		Map<String, Object> data = new HashMap<String, Object> ();
    
    		//匹配文本中的电话号码
    		String phone = "";
    		Pattern phoneReg = Pattern.compile("\\d{7,17}");
    		Matcher phoneMatcher = phoneReg.matcher(details);
    		while (phoneMatcher.find()) {
        
    			phone = phoneMatcher.group();
    		}
    		phoneReg = Pattern.compile("1[345678]\\d{9}");
    		phoneMatcher = phoneReg.matcher(details);
    		while(phoneMatcher.find()) {
        
    			phone = phoneMatcher.group();
    			details = details.replaceFirst(phone, "");
    		}
    		data.put("phone", phone);
    		details = details.replaceFirst(phone, "");
    
    		//直接完整匹配省市区
    		RegionDTO region = regionMapper.getMatchingRecognition(details);
    		//解析省
    		int provinceLength = 0;
    		String provinceTemp = "";
    		//可以完整匹配出来地址
    		if (region != null) {
        
    			data.put("region", region);
    			String name = details.substring(0, details.indexOf(region.getProvince()));
    			data.put("name", name);
    			details = details.replaceFirst(name, "");
    			data.put("details", details.replaceFirst(region.getProvince()+region.getCity()+region.getCounty(), ""));
    			return data;
    		} else {
        
    			region = new RegionDTO();
    			//查询所有的省
    			List<KdRegion> provinceList = regionMapper.getRegionListByType(1);
    			for (KdRegion province : provinceList) {
        
    				String tem;
    				if (province.getRegionName().contains("省")) {
        
    					tem = province.getRegionName().replace("省","");
    				} else if (province.getRegionName().contains("市")) {
        
    					tem = province.getRegionName().replace("市","");
    				} else if (province.getRegionName().contains("自治区")) {
        
    					tem = province.getRegionName().replace("自治区","");
    				} else {
        
    					tem = province.getRegionName();
    				}
    				if (details.contains(tem)) {
        
    					if (tem.length() > provinceLength) {
        
    						provinceLength = tem.length();
    						provinceTemp = tem;
    						region.setProvince(province.getRegionName());
    						region.setProvinceCode(province.getRegionId());
    					}
    				}
    			}
    		}
    		
    		String name = details.substring(0, details.indexOf(provinceTemp));
    		data.put("name", name);
    		details = details.replaceFirst(name, "");
    		details = details.replaceFirst(region.getProvince()==null ? "" : region.getProvince(), "").replaceFirst(provinceTemp, "");
    
    		String cityCode = "";
    		int cityLength = 0;
    		String cityTemp = "";
    		//解析市
    		if (region.getProvince() != null) {
        
    			List<KdRegion> cityList = regionMapper.queryregionParentId(region.getProvinceCode());
    			for (KdRegion city : cityList) {
        
    				String tem;
    				if (city.getRegionName().contains("市")) {
        
    					tem = city.getRegionName().replace("市","");
    				} else if (city.getRegionName().contains("自治县")) {
        
    					tem = city.getRegionName().replace("自治县","");
    				} else if (city.getRegionName().contains("县")) {
        
    					tem = city.getRegionName().replace("县","");
    				} else if (city.getRegionName().contains("自治洲")) {
        
    					tem = city.getRegionName().replace("自治洲","");
    				} else if (city.getRegionName().contains("地区")) {
        
    					tem = city.getRegionName().replace("地区","");
    				} else if (city.getRegionName().contains("盟")) {
        
    					tem = city.getRegionName().replace("盟","");
    				} else {
        
    					tem = city.getRegionName();
    				}
    
    				if (details.contains(tem)) {
        
    					if (tem.length() > cityLength) {
        
    						cityLength = tem.length();
    						cityTemp = tem;
    						cityCode = city.getRegionId();
    						region.setCity(city.getRegionName());
    					}
    				}
    
    			}
    		} else {
        
    
    			List<KdRegion> cityList = regionMapper.getRegionListByType(2);
    
    			for (KdRegion city : cityList) {
        
    				String tem;
    				if (city.getRegionName().contains("市")) {
        
    					tem = city.getRegionName().replace("市","");
    				} else if (city.getRegionName().contains("自治县")) {
        
    					tem = city.getRegionName().replace("自治县","");
    				} else if (city.getRegionName().contains("自治洲")) {
        
    					tem = city.getRegionName().replace("自治洲","");
    				} else if (city.getRegionName().contains("县")) {
        
    					tem = city.getRegionName().replace("县","");
    				} else if (city.getRegionName().contains("盟")) {
        
    					tem = city.getRegionName().replace("盟","");
    				} else if (city.getRegionName().contains("地区")) {
        
    					tem = city.getRegionName().replace("地区","");
    				} else {
        
    					tem = city.getRegionName();
    				}
    
    				if (details.contains(tem)) {
        
    					if (tem.length() > cityLength) {
        
    						cityLength = tem.length();
    						cityTemp = tem;
    						cityCode = city.getRegionId();
    						region.setCity(city.getRegionName());
    						region.setProvinceCode(city.getRegionParentId());
    						region.setProvince(regionMapper.selectByPrimaryKey(city.getRegionParentId()).getRegionName());
    					}
    				}
    
    			}
    
    		}
    
    		name = details.substring(0, details.indexOf(cityTemp));
    		data.put("name", name);
    		details = details.replaceFirst(name, "");
    		details = details.replaceFirst(region.getCity()==null ? "" : region.getCity(), "").replaceFirst(cityTemp, "");
    
    		//解析区
    		int countyLength = 0;
    		String countyTmp = "";
    		if (region.getCity() != null) {
        
    			List<KdRegion> countyList = regionMapper.queryregionParentId(cityCode);
    			for (KdRegion county : countyList) {
        
    				String tem;
    				if (county.getRegionName().contains("市")) {
        
    					tem = county.getRegionName().replace("市","");
    				} else if (county.getRegionName().contains("区")) {
        
    					tem = county.getRegionName().replace("区","");
    				} else if (county.getRegionName().contains("县")) {
        
    					tem = county.getRegionName().replace("县","");
    				} else if (county.getRegionName().contains("镇")) {
        
    					tem = county.getRegionName().replace("镇","");
    				} else if (county.getRegionName().contains("旗")) {
        
    					tem = county.getRegionName().replace("旗","");
    				} else if (county.getRegionName().contains("街道")) {
        
    					tem = county.getRegionName().replace("街道","");
    				} else if (county.getRegionName().contains("乡")) {
        
    					tem = county.getRegionName().replace("乡","");
    				} else if (county.getRegionName().contains("农场")) {
        
    					tem = county.getRegionName().replace("农场","");
    				} else if (county.getRegionName().contains("兵团")) {
        
    					tem = county.getRegionName().replace("兵团","");
    				} else {
        
    					tem = county.getRegionName();
    				}
    
    				if (details.contains(tem)) {
        
    					if (tem.length() > countyLength) {
        
    						countyLength = tem.length();
    						countyTmp = tem;
    						region.setCounty(county.getRegionName());
    					}
    				}
    
    			}
    		} else {
        
    
    			List<KdRegion> cityList = regionMapper.queryregionParentId(region.getProvinceCode());
    
    			for (KdRegion city : cityList) {
        
    				List<KdRegion> countyList = regionMapper.queryregionParentId(city.getRegionId());
    
    				for (KdRegion county : countyList) {
        
    					String tem;
    					if (county.getRegionName().contains("市")) {
        
    						tem = county.getRegionName().replace("市","");
    					} else if (county.getRegionName().contains("区")) {
        
    						tem = county.getRegionName().replace("区","");
    					} else if (county.getRegionName().contains("县")) {
        
    						tem = county.getRegionName().replace("县","");
    					} else if (county.getRegionName().contains("镇")) {
        
    						tem = county.getRegionName().replace("镇","");
    					} else if (county.getRegionName().contains("旗")) {
        
    						tem = county.getRegionName().replace("旗","");
    					} else if (county.getRegionName().contains("街道")) {
        
    						tem = county.getRegionName().replace("街道","");
    					} else if (county.getRegionName().contains("乡")) {
        
    						tem = county.getRegionName().replace("乡","");
    					} else if (county.getRegionName().contains("农场")) {
        
    						tem = county.getRegionName().replace("农场","");
    					} else if (county.getRegionName().contains("兵团")) {
        
    						tem = county.getRegionName().replace("兵团","");
    					} else {
        
    						tem = county.getRegionName();
    					}
    					if (details.contains(tem)) {
        
    						if (tem.length() > countyLength) {
        
    							countyLength = tem.length();
    							countyTmp = tem;
    							region.setCity(city.getRegionName());
    							region.setCounty(county.getRegionName());
    						}
    					}
    				}
    //				if (region.getCity() != null) {
        
    //					break;
    //				}
    
    			}
    
    		}
    		
    		name = details.substring(0, details.indexOf(countyTmp));
    		data.put("name", name);
    		details = details.replaceFirst(name, "");
    		details = details.replaceFirst(region.getCounty()==null ? "" : region.getCounty(), "").replaceFirst(countyTmp, "");
    
    		data.put("region", region);
    		data.put("details", details);
    		return data;
    	}

## 注意事项 ##

由于代码比较长, 然后业务主要针对我工作中的需求研发, 所以相关代码改动过, 查询地址的SQL也是根据现在的表结构处理, 可以参考相关思路进行改动, 本人亲测这个是识别率最高, 也最符合场景的.

码路镜头谁为峰?  
VX18670040141POS机办理,信用卡办理

[Link 1]: https://blog.csdn.net/YaoWu_Zhou/article/details/104747255
[Link 2]: https://blog.csdn.net/YaoWu_Zhou/article/details/104748735