diff --git a/hutool-core/src/main/java/cn/hutool/core/bean/copier/provider/MapValueProvider.java b/hutool-core/src/main/java/cn/hutool/core/bean/copier/provider/MapValueProvider.java
index 16c1f3d74..284858fe2 100644
--- a/hutool-core/src/main/java/cn/hutool/core/bean/copier/provider/MapValueProvider.java
+++ b/hutool-core/src/main/java/cn/hutool/core/bean/copier/provider/MapValueProvider.java
@@ -50,23 +50,49 @@ public class MapValueProvider implements ValueProvider<String> {
 
 	@Override
 	public Object value(String key, Type valueType) {
-		Object value = map.get(key);
-		if (null == value) {
-			//检查下划线模式
-			value = map.get(StrUtil.toUnderlineCase(key));
-		}
-
+		Object value = map.get(getKey(key, valueType));
 		return Convert.convertWithCheck(valueType, value, null, this.ignoreError);
 	}
 
 	@Override
 	public boolean containsKey(String key) {
+		return map.containsKey(getKey(key, null));
+	}
+
+	/**
+	 * 获得map中可能包含的key
+	 *
+	 * @param key       map中可能包含的key
+	 * @param valueType 值类型，用于判断是否为Boolean，可以为null
+	 * @return map中可能包含的key
+	 */
+	private String getKey(String key, Type valueType) {
 		if (map.containsKey(key)) {
-			return true;
-		} else {
-			//检查下划线模式
-			return map.containsKey(StrUtil.toUnderlineCase(key));
+			return key;
 		}
+
+		//检查下划线模式
+		String containKey = StrUtil.toUnderlineCase(key);
+		if (map.containsKey(containKey)) {
+			return containKey;
+		}
+
+		//检查boolean类型
+		if (null == valueType || Boolean.class == valueType || boolean.class == valueType) {
+			//boolean类型字段字段名支持两种方式
+			containKey = StrUtil.upperFirstAndAddPre(key, "is");
+			if (map.containsKey(containKey)) {
+				return containKey;
+			}
+
+			//检查下划线模式
+			containKey = StrUtil.toUnderlineCase(containKey);
+			if (map.containsKey(containKey)) {
+				return containKey;
+			}
+		}
+
+		return key;
 	}
 
 }
diff --git a/hutool-core/src/test/java/cn/hutool/core/bean/BeanUtilTest.java b/hutool-core/src/test/java/cn/hutool/core/bean/BeanUtilTest.java
index 209e4dba5..2c3621871 100644
--- a/hutool-core/src/test/java/cn/hutool/core/bean/BeanUtilTest.java
+++ b/hutool-core/src/test/java/cn/hutool/core/bean/BeanUtilTest.java
@@ -10,6 +10,7 @@ import cn.hutool.core.util.StrUtil;
 import lombok.Data;
 import lombok.Getter;
 import lombok.Setter;
+import lombok.ToString;
 import org.junit.Assert;
 import org.junit.Test;
 
@@ -18,13 +19,7 @@ import java.io.Serializable;
 import java.lang.reflect.Type;
 import java.time.LocalDate;
 import java.time.LocalDateTime;
-import java.util.Arrays;
-import java.util.Date;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.LinkedHashMap;
-import java.util.Map;
-import java.util.UUID;
+import java.util.*;
 
 /**
  * Bean工具单元测试
@@ -201,6 +196,8 @@ public class BeanUtilTest {
 		person.setName("测试A11");
 		person.setSubName("sub名字");
 		person.setSlow(true);
+		person.setBooleana(true);
+		person.setBooleanb(true);
 
 		Map<String, Object> map = BeanUtil.beanToMap(person);
 		Assert.assertEquals("sub名字", map.get("aliasSubName"));
@@ -211,9 +208,13 @@ public class BeanUtilTest {
 		Map<String, Object> map = MapUtil.newHashMap();
 		map.put("aliasSubName", "sub名字");
 		map.put("slow", true);
+		map.put("is_booleana", "1");
+		map.put("is_booleanb", true);
 
 		final SubPersonWithAlias subPersonWithAlias = BeanUtil.toBean(map, SubPersonWithAlias.class);
 		Assert.assertEquals("sub名字", subPersonWithAlias.getSubName());
+		Assert.assertTrue(subPersonWithAlias.isBooleana());
+		Assert.assertEquals(true, subPersonWithAlias.getBooleanb());
 	}
 
 	@Test
@@ -360,11 +361,14 @@ public class BeanUtilTest {
 
 	@Getter
 	@Setter
+	@ToString
 	public static class SubPersonWithAlias extends Person {
 		// boolean参数值非isXXX形式
 		@Alias("aliasSubName")
 		private String subName;
 		private Boolean slow;
+		private boolean booleana;
+		private Boolean booleanb;
 	}
 
 	@Getter