diff --git a/src/views/LinkPrediction/components/communityNode.vue b/src/views/LinkPrediction/components/communityNode.vue
index df4e1da..ec26d97 100644
--- a/src/views/LinkPrediction/components/communityNode.vue
+++ b/src/views/LinkPrediction/components/communityNode.vue
@@ -28,7 +28,6 @@ const initChart = () => {
   chart = echarts.init(document.getElementById("container"))
 
   //处理社团节点
-
   const nodes = Object.values(inject("communityNodeList") ?? []).map((item) => ({
     id: item.id,
     name: item.id,
@@ -43,8 +42,10 @@ const initChart = () => {
 
   //处理连边
   const links = []
+  const newSet = new Set()
   nodes.forEach((communityNode) => {
     communityNode.neighbors.forEach((communityNei) => {
+      if (newSet.has(communityNei.id)) return
       links.push({
         source: communityNode.id,
         target: communityNei.id,
@@ -52,14 +53,15 @@ const initChart = () => {
         lineStyle: {
           width: communityNei.isHidden ? 4 : 1, // 无互动=细线，有互动=加粗
           color: communityNei.isHidden ? props.interactionStore.predictionLineColor : "#37ACD7", // 无互动=灰色，有互动=黄色
+          opacity: communityNei.isHidden ? 1 : 0.8, // 可选：调整透明度增强模糊感
           type: communityNei.isHidden ? "dashed" : "solid" // 无互动=实线，有互动=虚线
         }
       })
     })
+    newSet.add(communityNode.id) // 添加当前社团节点id到集合中，避免重复添加
   })
 
   const data = { nodes, links }
-  console.log(data)
 
   const categories = [
     { name: "普通社团", category: 0, icon: "circle" },
@@ -198,7 +200,9 @@ const initChart = () => {
                   ]),
 
             opacity: 1,
-            borderColor: node.selfIncludeImplicitRelationship ? "#f8bf38" : "#46C6AD",
+            borderColor: node.selfIncludeImplicitRelationship
+              ? props.interactionStore.predictionLineColor
+              : "#46C6AD",
             borderWidth: node.selfIncludeImplicitRelationship ? 3 : 1,
             shadowBlur: 4,
             borderType: "dashed",
@@ -235,6 +239,8 @@ const initChart = () => {
 
 const handleClickNode = () => {
   chart.on("click", function (params) {
+    console.log(params)
+
     if (params.dataType === "node") {
       emit("click:node", params.data)
     } else if (params.dataType == "edge") {
diff --git a/src/views/LinkPrediction/components/detailNode.vue b/src/views/LinkPrediction/components/detailNode.vue
index a9ed530..be2015b 100644
--- a/src/views/LinkPrediction/components/detailNode.vue
+++ b/src/views/LinkPrediction/components/detailNode.vue
@@ -294,8 +294,9 @@ const initChart = async () => {
           edge: child.isHidden ? 1 : 0,
           interactionTimes: child.interactionTime,
           lineStyle: {
-            width: child.isHidden ? 4 : edgeWidth(child.interactionTime),
+            width: child.isHidden ? 7 : edgeWidth(child.interactionTime),
             color: child.isHidden ? props.interactionStore.predictionLineColor : "#37ACD7", // 无互动=灰色，有互动=黄色
+            opacity: child.isHidden ? 1 : 0.5, // 可选：调整透明度增强模糊感
             type: child.isHidden ? "dashed" : "solid" // 无互动=实线，有互动=虚线
           }
         })
@@ -424,7 +425,7 @@ const initChart = async () => {
         zoom: 0.1,
         categories: categories,
         force: {
-          edgeLength: 2500,
+          edgeLength: 4000,
           repulsion: 4000,
           gravity: 0.1,
           friction: 0.02,