知识点映射配置修改

comparison.py

@@ -46,6 +46,9 @@ keyword2id_dict["quantity2id"] = quantity2id
 #             init_id2max_id[init_id].append(sign_index)
 # keyword2id_dict["knowledge2id"] = knowledge2id
 # keyword2id_dict["init_id2max_id"] = init_id2max_id
+# # 映射转换
+# with open("model_data/fxb_keyword_mapping.json", 'w', encoding="utf8") as f:
+#     json.dump(keyword2id_dict, f, ensure_ascii=False, indent=2)
 
 # 考试院-知识点
 excel_path = r"data/初中物理知识对应关系.xlsx"
@@ -86,7 +89,6 @@ for i in range(len(df)):
 
 keyword2id_dict["knowledge2id"] = knowledge2id
 keyword2id_dict["init_id2max_id"] = init_id2max_id
-
 # 映射转换
-with open("model_data/keyword_mapping.json", 'w', encoding="utf8") as f:
+with open("model_data/ksy_keyword_mapping.json", 'w', encoding="utf8") as f:
     json.dump(keyword2id_dict, f, ensure_ascii=False, indent=2)

comprehensive_score.py

@@ -1,10 +1,11 @@
 import json
 from fuzzywuzzy import fuzz
+from config import keyword_mapping_path
 
 
 class Comprehensive_Score():
     def __init__(self, dev_mode):
-        with open("model_data/keyword_mapping.json", 'r', encoding="utf8") as f:
+        with open(keyword_mapping_path, 'r', encoding="utf8", errors="ignore") as f:
             keyword_mapping = json.load(f)
         # 根据ksy和fxb判断值的次方
         self.power = 2 if dev_mode == "ksy" else 1

config.py

@@ -49,6 +49,8 @@ data_root_path = os.path.join(root_path, "model_data")
 sbert_path = os.path.join(data_root_path, "all-MiniLM-L6-v2")
 # # bert-whitening参数地址
 # whitening_path = os.path.join(data_root_path, "whitening_param.pkl")
+# 知识点关键词映射
+keyword_mapping_path = os.path.join(data_root_path, dict(fxb="fxb_keyword_mapping.json", ksy="ksy_keyword_mapping.json")[dev_mode])
 # 停用词地址
 stop_words_path = os.path.join(data_root_path, "stop_words.txt")
 # sqlite数据库地址

model_data/fxb_keyword_mapping.json

@@ -0,0 +1,807 @@
+{
+  "quantity2id": {
+    "长度": 101,
+    "距离": 102,
+    "高度": 103,
+    "时间": 104,
+    "质量": 105,
+    "密度": 106,
+    "速度": 107,
+    "重力": 108,
+    "弹力": 109,
+    "拉力": 110,
+    "摩擦力": 111,
+    "压强": 112,
+    "液体压强": 113,
+    "大气压强": 114,
+    "浮力": 115,
+    "功": 116,
+    "功率": 117,
+    "动能": 118,
+    "重力势能": 119,
+    "弹性势能": 120,
+    "机械能": 121,
+    "海拔高度": 122,
+    "横截面积": 123,
+    "阻力臂": 124,
+    "动力臂": 125,
+    "电荷": 201,
+    "电流": 202,
+    "电压": 203,
+    "电阻": 204,
+    "电功": 205,
+    "电功率": 206,
+    "温度": 301,
+    "内能": 302,
+    "热量": 303,
+    "比热容": 304,
+    "音调": 401,
+    "响度": 402,
+    "音色": 403,
+    "入射角": 501,
+    "反射角": 502,
+    "光速": 503,
+    "像距": 504,
+    "物距": 505
+  },
+  "knowledge2id": {
+    "测量单位": 10111,
+    "长度的测量": 10112,
+    "实验：用刻度尺测量长度": 10113,
+    "时间的测量": 10114,
+    "误差": 10115,
+    "机械运动": 10121,
+    "参照物": 10122,
+    "速度": 10131,
+    "匀速直线运动": 10132,
+    "实验：测量平均速度": 10141,
+    "质量": 10211,
+    "质量的测量、天平的使用": 10212,
+    "实验：用天平测量物体的质量": 10213,
+    "密度及其特性": 10221,
+    "密度的计算与公式的应用": 10222,
+    "实验：探究同种物质的质量与体积的关系": 10223,
+    "量筒、量杯的使用": 10231,
+    "固体密度的测量": 10232,
+    "实验：测量固体的密度": 10233,
+    "液体密度的测量": 10234,
+    "实验：测量液体的密度": 10235,
+    "密度与温度": 10241,
+    "密度与物质鉴别": 10242,
+    "力与力的作用效果": 10311,
+    "力的三要素和力的示意图": 10312,
+    "力的作用是相互的": 10313,
+    "弹力": 10321,
+    "实验：练习使用弹簧测力计": 10322,
+    "弹簧测力计及其使用": 10323,
+    "重力": 10331,
+    "重心": 10332,
+    "实验：探究重力的大小与质量的关系": 10333,
+    "力与运动的关系": 10411,
+    "实验：探究阻力对物体运动影响的实验": 10412,
+    "牛顿第一定律": 10413,
+    "惯性": 10414,
+    "平衡力和相互作用力": 10421,
+    "二力平衡及其应用": 10422,
+    "实验：探究二力平衡的条件": 10423,
+    "摩擦力": 10431,
+    "实验：测量滑动摩擦力实验": 10432,
+    "实验：研究影响滑动摩擦力大小的因素": 10433,
+    "摩擦的利用与防止": 10434,
+    "压力": 10511,
+    "压强": 10512,
+    "压强的增大与减小": 10513,
+    "实验：探究压力作用效果与哪些因素有关": 10514,
+    "液体压强的特点": 10521,
+    "液体压强的大小": 10522,
+    "连通器": 10523,
+    "实验：研究液体内部的压强": 10524,
+    "大气压的存在": 10531,
+    "大气压的测量": 10532,
+    "大气压的影响因素": 10533,
+    "大气压的应用": 10534,
+    "实验：测量大气压实验": 10535,
+    "流体压强与流速的关系": 10541,
+    "升力的产生": 10542,
+    "浮力及其产生原因": 10611,
+    "上下压力差法与称重法": 10612,
+    "实验：探究浮力的大小与哪些因素有关": 10613,
+    "阿基米德原理": 10621,
+    "实验：探究浮力的大小跟排开液体所受重力的关系": 10622,
+    "物体的浮沉条件": 10631,
+    "浮力在生活中的应用": 10632,
+    "浮力的综合计算": 10633,
+    "利用浮力测密度": 10634,
+    "做功的条件": 10711,
+    "功的计算": 10712,
+    "功率": 10721,
+    "动能": 10731,
+    "势能": 10732,
+    "实验：探究物体动能跟哪些因素有关": 10733,
+    "实验：势能的大小跟哪些因素有关": 10734,
+    "机械能": 10741,
+    "动能和势能的转化": 10742,
+    "机械能和其他形式能的转化": 10743,
+    "杠杆": 10811,
+    "杠杆的平衡条件": 10812,
+    "杠杆的作图": 10813,
+    "实验：探究杠杆的平衡条件": 10814,
+    "定滑轮和动滑轮": 10821,
+    "滑轮组": 10822,
+    "轮轴和斜面": 10823,
+    "滑轮的作图": 10824,
+    "有用功和额外功": 10831,
+    "滑轮的机械效率": 10832,
+    "斜面的机械效率": 10833,
+    "杠杆的机械效率": 10834,
+    "实验：测量斜面的机械效率": 10835,
+    "实验：测量杠杆的机械效率": 10836,
+    "实验：测量滑轮组的机械效率": 10837,
+    "压强的切割和叠加": 10911,
+    "液体的抽出和加入": 10912,
+    "压强与浮力的综合": 10921,
+    "含杠杆的综合问题": 10931,
+    "含滑轮组的综合问题": 10932,
+    "力学大综合": 10933,
+    "声音的产生": 11011,
+    "声音的传播": 11012,
+    "声速": 11013,
+    "人耳听声": 11014,
+    "音调": 11021,
+    "响度": 11022,
+    "音色": 11023,
+    "声波图": 11024,
+    "实验：探究声音三要素的实验": 11025,
+    "超声波和次声波": 11026,
+    "回声与回声测距": 11031,
+    "声可以传递信息": 11032,
+    "声可以传递能量": 11033,
+    "噪声": 11041,
+    "噪声强弱的等级和危害": 11042,
+    "噪声的控制": 11043,
+    "温度": 11111,
+    "温度计及其使用": 11112,
+    "体温计": 11113,
+    "熔化": 11121,
+    "凝固": 11122,
+    "晶体与非晶体": 11123,
+    "熔化和凝固图象": 11124,
+    "实验：探究固体熔化时温度的变化规律": 11125,
+    "沸腾": 11131,
+    "沸点及沸点与气压的关系": 11132,
+    "蒸发": 11133,
+    "液化": 11134,
+    "实验：探究水沸腾时温度变化的特点": 11135,
+    "升华": 11141,
+    "凝华": 11142,
+    "物质的构成": 11211,
+    "分子热运动": 11212,
+    "分子间的作用力": 11213,
+    "内能": 11221,
+    "改变内能的两种方式": 11222,
+    "温度、热量、内能的关系": 11223,
+    "比热容": 11231,
+    "比热容的计算": 11232,
+    "实验：比较不同物质吸热的情况": 11233,
+    "内燃机": 11241,
+    "热机的计算": 11242,
+    "燃料的热值及热量的计算": 11251,
+    "热机的效率": 11252,
+    "能量的转化": 11261,
+    "能量守恒定律": 11262,
+    "光源": 11311,
+    "光的直线传播": 11312,
+    "光的传播速度": 11313,
+    "光的反射、反射定律": 11321,
+    "镜面反射和漫反射": 11322,
+    "光的反射光路图作图": 11323,
+    "光路的可逆性": 11324,
+    "实验：探究光反射时的规律": 11325,
+    "实验：探究平面镜成像的特点": 11331,
+    "平面镜成像的作图": 11332,
+    "平面镜成像的特点": 11333,
+    "平面镜的应用": 11334,
+    "凸面镜和凹面镜": 11335,
+    "光的折射、折射定律": 11341,
+    "生活中的折射现象": 11342,
+    "光的折射光路图作图": 11343,
+    "实验：探究光折射时的特点": 11344,
+    "色散": 11351,
+    "色光混合及物体颜色": 11352,
+    "红外线和紫外线": 11353,
+    "凸透镜": 11411,
+    "凹透镜": 11412,
+    "透镜的光路图作图": 11413,
+    "生活中的透镜": 11421,
+    "实像与虚像": 11422,
+    "凸透镜成像的规律及其应用": 11431,
+    "实验：探究凸透镜成像的规律": 11432,
+    "近视眼及其矫正": 11441,
+    "远视眼及其矫正": 11442,
+    "显微镜": 11451,
+    "望远镜": 11452,
+    "静电现象": 11511,
+    "摩擦起电": 11512,
+    "两种电荷": 11513,
+    "电荷间的相互作用": 11514,
+    "验电器": 11515,
+    "原子及其结构": 11516,
+    "导体和绝缘体": 11517,
+    "电路的组成": 11521,
+    "电路图": 11522,
+    "电路图与实物图的作图": 11523,
+    "三种状态（通路、短路、断路）": 11524,
+    "串并联电路的辨别": 11531,
+    "串并联电路的设计": 11532,
+    "电流": 11541,
+    "电流的测量": 11542,
+    "电流表的使用": 11543,
+    "串联电路的电流规律": 11551,
+    "并联电路的电流规律": 11552,
+    "实验：探究串联电路中各处电流的关系": 11553,
+    "实验：探究并联电路中干路电流与各支路电流的关系": 11554,
+    "电压": 11611,
+    "电压的测量": 11612,
+    "电压表的使用": 11613,
+    "串联电路的电压规律": 11621,
+    "并联电路的电压规律": 11622,
+    "实验：探究串联电路中用电器两端的电压与电源两端电压的关系": 11623,
+    "实验：探究并联电路各支路用电器两端的电压与电源两端电压的关系": 11624,
+    "电阻": 11631,
+    "影响电阻大小的因素": 11632,
+    "实验：探究影响导体电阻大小的因素": 11633,
+    "半导体和超导现象": 11634,
+    "滑动变阻器": 11641,
+    "电阻箱、电位器": 11642,
+    "变阻器的应用": 11643,
+    "电流与电压、电阻的关系": 11711,
+    "实验：探究电流与电压的关系": 11712,
+    "实验：探究电流与电阻的关系": 11713,
+    "欧姆定律": 11721,
+    "实验：测电阻实验": 11731,
+    "测电阻": 11732,
+    "欧姆定律在串联电路中的应用": 11741,
+    "欧姆定律在并联电路中的应用": 11742,
+    "实验：测量小灯泡正常发光时的电阻": 11743,
+    "电能": 11811,
+    "电能的计量-电能表": 11812,
+    "电功": 11813,
+    "电功率": 11821,
+    "额定功率、实际功率": 11822,
+    "实验：测量小灯泡的电功率": 11831,
+    "电流的热效应": 11841,
+    "非纯电阻电路": 11842,
+    "焦耳定律": 11843,
+    "电热的利用和防止": 11844,
+    "实验：探究电流通过导体产生热量的多少跟什么因素有关": 11845,
+    "欧姆定律、焦耳定律的综合": 11851,
+    "电热器换挡问题": 11852,
+    "家庭电路的组成": 11911,
+    "家庭电路的作图": 11912,
+    "试电笔的使用": 11913,
+    "插座、开关、灯泡的连接": 11914,
+    "三线插头和漏电保护器": 11915,
+    "家用电器的总功率过大对家庭电路的影响": 11921,
+    "短路对家庭电路的影响": 11922,
+    "保险丝": 11923,
+    "常见的触电事故": 11931,
+    "安全用电原则": 11932,
+    "雷电灾害及预防": 11933,
+    "电路的识别和设计": 12011,
+    "电路故障": 12012,
+    "动态电路的定性分析": 12013,
+    "动态电路的计算": 12021,
+    "电学比例": 12022,
+    "电路的安全和最值": 12023,
+    "电学图像和方程": 12024,
+    "电学变化量": 12025,
+    "电学大综合": 12026,
+    "电热综合问题": 12031,
+    "电力综合问题": 12041,
+    "磁体与磁极": 12111,
+    "磁极间的相互作用": 12112,
+    "磁化与消磁": 12113,
+    "磁场与磁感线": 12114,
+    "地磁场": 12115,
+    "电流的磁效应": 12121,
+    "通电螺线管的磁场": 12122,
+    "安培定则": 12123,
+    "实验：探究通电螺线管外部磁场的分布": 12124,
+    "电磁铁": 12131,
+    "电磁继电器及其应用": 12132,
+    "实验：探究影响电磁铁磁性强弱的因素": 12133,
+    "磁场对通电导线的作用": 12141,
+    "电动机及其原理应用": 12142,
+    "实验：探究通电导体在磁场中的受力情况": 12143,
+    "电磁感应与感应电流": 12151,
+    "发电机及其原理应用": 12152,
+    "实验：探究电磁感应现象的实验": 12153,
+    "电话交换机": 12211,
+    "模拟通信与数字通信": 12212,
+    "电磁波的产生与传播": 12221,
+    "无线电广播信号的发射和接受": 12231,
+    "电视的发射和接受": 12232,
+    "移动电话": 12233,
+    "电磁波的应用": 12241,
+    "能源的分类": 12311,
+    "新能源": 12312,
+    "核能": 12321,
+    "裂变和聚变": 12322,
+    "太阳能及其利用": 12331,
+    "能量转移和能量转化的方向性": 12341,
+    "环境保护与能源开发": 12342
+  },
+  "init_id2max_id": {
+    "10110": [
+      10111,
+      10112,
+      10113,
+      10114,
+      10115
+    ],
+    "10120": [
+      10121,
+      10122
+    ],
+    "10130": [
+      10131,
+      10132
+    ],
+    "10140": [
+      10141
+    ],
+    "10210": [
+      10211,
+      10212,
+      10213
+    ],
+    "10220": [
+      10221,
+      10222,
+      10223
+    ],
+    "10230": [
+      10231,
+      10232,
+      10233,
+      10234,
+      10235
+    ],
+    "10240": [
+      10241,
+      10242
+    ],
+    "10310": [
+      10311,
+      10312,
+      10313
+    ],
+    "10320": [
+      10321,
+      10322,
+      10323
+    ],
+    "10330": [
+      10331,
+      10332,
+      10333
+    ],
+    "10410": [
+      10411,
+      10412,
+      10413,
+      10414
+    ],
+    "10420": [
+      10421,
+      10422,
+      10423
+    ],
+    "10430": [
+      10431,
+      10432,
+      10433,
+      10434
+    ],
+    "10510": [
+      10511,
+      10512,
+      10513,
+      10514
+    ],
+    "10520": [
+      10521,
+      10522,
+      10523,
+      10524
+    ],
+    "10530": [
+      10531,
+      10532,
+      10533,
+      10534,
+      10535
+    ],
+    "10540": [
+      10541,
+      10542
+    ],
+    "10610": [
+      10611,
+      10612,
+      10613
+    ],
+    "10620": [
+      10621,
+      10622
+    ],
+    "10630": [
+      10631,
+      10632,
+      10633,
+      10634
+    ],
+    "10710": [
+      10711,
+      10712
+    ],
+    "10720": [
+      10721
+    ],
+    "10730": [
+      10731,
+      10732,
+      10733,
+      10734
+    ],
+    "10740": [
+      10741,
+      10742,
+      10743
+    ],
+    "10810": [
+      10811,
+      10812,
+      10813,
+      10814
+    ],
+    "10820": [
+      10821,
+      10822,
+      10823,
+      10824
+    ],
+    "10830": [
+      10831,
+      10832,
+      10833,
+      10834,
+      10835,
+      10836,
+      10837
+    ],
+    "10910": [
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model_data/ksy_keyword_mapping.json

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+    "根据平面镜成像原理作图寻找光源的位置": 122030203,
+    "根据平面镜成像特点作光路图": 122030204,
+    "根据物与像之间的位置关系，画出平面镜": 122030205,
+    "在有遮挡的情况下判断反射光线的传播范围": 122030206,
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+    "从水面看向水中": 122040301,
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+    "作出光在空气和介质中传播的光路图": 122040402,
+    "根据光的折射判断物体的位置": 122040403,
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+    "用平行光测定凸透镜焦距": 123010302,
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+    "凸透镜的特殊光线作图": 123010401,
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+    "根据凸透镜的物像关系求凸透镜的焦距": 123020204,
+    "凸透镜成虚像时的物距与像距": 123020205,
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+    "望远镜的组成部分及作用": 123030501,
+    "望远镜的目镜和物镜的成像原理": 123030502,
+    "天文望远镜的发展史": 123030600,
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+    "计算近视和远视眼镜的度数": 123040203,
+    "光学综合专题": 124000000,
+    "声源和介质": 125010101,
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+    "探究真空不能传声": 125010202,
+    "探究某种介质可以传声": 125010203,
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+    "比较不同介质中的声速大小": 125010302,
+    "辨析温度对声速的影响": 125010303,
+    "有关声速的计算": 125010304,
+    "波长、频率和声速": 125010305,
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