diff --git a/apps/audits/handler.py b/apps/audits/handler.py
index 7d9e331cb..3f0e444f1 100644
--- a/apps/audits/handler.py
+++ b/apps/audits/handler.py
@@ -12,7 +12,10 @@ from common.utils.timezone import as_current_tz
 from jumpserver.utils import current_request
 from orgs.models import Organization
 from orgs.utils import get_current_org_id
+from settings.models import Setting
 from settings.serializers import SettingsSerializer
+from users.models import Preference
+from users.serializers import PreferenceSerializer
 from .backends import get_operate_log_storage
 
 logger = get_logger(__name__)
@@ -87,19 +90,15 @@ class OperatorLogHandler(metaclass=Singleton):
         return log_id, before, after
 
     @staticmethod
-    def get_resource_display_from_setting(resource):
-        resource_display = None
-        setting_serializer = SettingsSerializer()
-        label = setting_serializer.get_field_label(resource)
-        if label is not None:
-            resource_display = label
-        return resource_display
-
-    def get_resource_display(self, resource):
-        resource_display = str(resource)
-        return_value = self.get_resource_display_from_setting(resource_display)
-        if return_value is not None:
-            resource_display = return_value
+    def get_resource_display(resource):
+        if isinstance(resource, Setting):
+            serializer = SettingsSerializer()
+            resource_display = serializer.get_field_label(resource.name)
+        elif isinstance(resource, Preference):
+            serializer = PreferenceSerializer()
+            resource_display = serializer.get_field_label(resource.name)
+        else:
+            resource_display = str(resource)
         return resource_display
 
     @staticmethod
diff --git a/apps/settings/serializers/settings.py b/apps/settings/serializers/settings.py
index 743f7cc60..7349e3195 100644
--- a/apps/settings/serializers/settings.py
+++ b/apps/settings/serializers/settings.py
@@ -1,7 +1,7 @@
-# coding: utf-8
 from django.core.cache import cache
 from django.utils import translation
 from django.utils.translation import gettext_noop, gettext_lazy as _
+from rest_framework import serializers
 
 from common.utils import i18n_fmt
 from .auth import (
@@ -20,11 +20,53 @@ from .security import SecuritySettingSerializer
 from .terminal import TerminalSettingSerializer
 
 __all__ = [
+    'BaseSerializerWithFieldLabel',
     'SettingsSerializer',
 ]
 
 
+class BaseSerializerWithFieldLabel:
+    CACHE_KEY: str
+    ignore_iter_fields = True
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self.fields_label_mapping = None
+
+    def extract_fields(self, serializer):
+        fields = {}
+        for field_name, field in serializer.get_fields().items():
+            if isinstance(field, serializers.Serializer):
+                fields.update(self.extract_fields(field))
+            else:
+                fields.update({field_name: field})
+        return fields
+
+    def get_field_label(self, field_name):
+        self.fields_label_mapping = cache.get(self.CACHE_KEY, None)
+        if self.fields_label_mapping is None:
+            self.fields_label_mapping = {}
+            with translation.override('en'):
+                cls = self.__class__
+                base_name = getattr(cls, 'PREFIX_TITLE', cls.__name__)
+
+                for subclass in cls.__bases__:
+                    ignore_iter_fields = getattr(subclass, 'ignore_iter_fields', False)
+                    if ignore_iter_fields:
+                        continue
+
+                    prefix = getattr(subclass, 'PREFIX_TITLE', base_name)
+                    fields = self.extract_fields(subclass())
+                    for name, item in fields.items():
+                        label = getattr(item, 'label', '')
+                        detail = i18n_fmt(gettext_noop('[%s] %s'), prefix, label)
+                        self.fields_label_mapping[name] = detail
+            cache.set(self.CACHE_KEY, self.fields_label_mapping, 3600 * 24)
+        return self.fields_label_mapping.get(field_name, field_name)
+
+
 class SettingsSerializer(
+    BaseSerializerWithFieldLabel,
     BasicSettingSerializer,
     LDAPSettingSerializer,
     AuthSettingSerializer,
@@ -49,25 +91,5 @@ class SettingsSerializer(
     CustomSMSSettingSerializer,
     PasskeySettingSerializer
 ):
+    PREFIX_TITLE = _('Setting')
     CACHE_KEY = 'SETTING_FIELDS_MAPPING'
-
-    # encrypt_fields 现在使用 write_only 来判断了
-    def __init__(self, **kwargs):
-        super().__init__(**kwargs)
-        self.fields_label_mapping = None
-
-    # 单次计算量不大，搞个缓存，以防操作日志大量写入时，这里影响性能
-    def get_field_label(self, field_name):
-        self.fields_label_mapping = cache.get(self.CACHE_KEY, None)
-        if self.fields_label_mapping is None:
-            self.fields_label_mapping = {}
-            with translation.override('en'):
-                for subclass in SettingsSerializer.__bases__:
-                    prefix = getattr(subclass, 'PREFIX_TITLE', _('Setting'))
-                    fields = subclass().get_fields()
-                    for name, item in fields.items():
-                        label = getattr(item, 'label', '')
-                        detail = i18n_fmt(gettext_noop('[%s] %s'), prefix, label)
-                        self.fields_label_mapping[name] = detail
-            cache.set(self.CACHE_KEY, self.fields_label_mapping, 3600 * 24)
-        return self.fields_label_mapping.get(field_name)
diff --git a/apps/users/serializers/preference/__init__.py b/apps/users/serializers/preference/__init__.py
index 2ea5a6e9a..74f194dda 100644
--- a/apps/users/serializers/preference/__init__.py
+++ b/apps/users/serializers/preference/__init__.py
@@ -1,3 +1,4 @@
 from .koko import *
 from .lina import *
 from .luna import *
+from .preference import *
diff --git a/apps/users/serializers/preference/preference.py b/apps/users/serializers/preference/preference.py
new file mode 100644
index 000000000..1c68e2906
--- /dev/null
+++ b/apps/users/serializers/preference/preference.py
@@ -0,0 +1,20 @@
+from django.utils.translation import gettext_lazy as _
+
+from settings.serializers import BaseSerializerWithFieldLabel
+from .koko import KokoSerializer
+from .lina import LinaSerializer
+from .luna import LunaSerializer
+
+__all__ = [
+    'PreferenceSerializer',
+]
+
+
+class PreferenceSerializer(
+    BaseSerializerWithFieldLabel,
+    LinaSerializer,
+    LunaSerializer,
+    KokoSerializer
+):
+    PREFIX_TITLE = _('Preference')
+    CACHE_KEY = 'PREFERENCE_FIELDS_MAPPING'