{"id":14742,"date":"2023-03-29T01:51:00","date_gmt":"2023-03-29T01:51:00","guid":{"rendered":"https:\/\/megagon.ai\/sudowoodo-data-integration-apps\/"},"modified":"2025-10-02T19:42:50","modified_gmt":"2025-10-02T19:42:50","slug":"sudowoodo-data-integration-apps","status":"publish","type":"post","link":"https:\/\/megagon.ai\/jp\/sudowoodo-data-integration-apps\/","title":{"rendered":"Sudowoodo: \u30c7\u30fc\u30bf\u7d71\u5408\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u5bfe\u6bd4\u7684\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2"},"content":{"rendered":"

\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30de\u30c3\u30c1\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u30c6\u30fc\u30d6\u30eb\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u7d71\u5408\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u8fd1\u3067\u306f\u3001\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LM\uff09\u306e\u7814\u7a76\u9032\u5c55\u304c\u30c7\u30fc\u30bf\u7d71\u5408\u30bf\u30b9\u30af\u306b\u5e83\u304f\u63a1\u7528\u3055\u308c\u3001\u6700\u5148\u7aef\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u9054\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u65e2\u5b58\u306e\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u4f9d\u7136\u3068\u3057\u30662\u3064\u306e\u5927\u304d\u306a\u8ab2\u984c\u304c\u3042\u308a\u3001\u5b9f\u969b\u306e\u904b\u7528\u3067\u306e\u9b45\u529b\u304c\u4f4e\u4e0b\u3057\u3066\u3044\u307e\u3059\u3002
\n\u4e00\u65b9\u3067\u3001\u3053\u306e\u3088\u3046\u306a\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u6210\u529f\u306f\u3001\u5927\u898f\u6a21\u3067\u9ad8\u54c1\u8cea\u306a\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4f5c\u6210\u3068\u3044\u3046\u30b3\u30b9\u30c8\u3092\u4f34\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u5e38\u306b\u7c21\u5358\u306b\u5165\u624b\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4ed6\u65b9\u3067\u3001\u5b9f\u52d9\u8005\u306f\u5404\u30bf\u30b9\u30af\u3054\u3068\u306b\u5c02\u7528\u306e\u6a5f\u68b0\u5b66\u7fd2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u30e2\u30c7\u30eb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u8ffd\u52a0\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u3053\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u306e\u518d\u5229\u7528\u6027\u306f\u9650\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n

\u5bfe\u6bd4\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/h2>\n

\"\"<\/p>\n

\u56f31: \u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u5bfe\u6bd4\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/em><\/p>\n

\u672c\u7814\u7a76\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30afSudowoodo<\/a>\u3092\u63d0\u6848\u3057\u3001\u4e0a\u8a18\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002Sudowoodo<\/a>\u306f\u3001\u5bfe\u6bd4\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3066\u3001\u5927\u91cf\u306e\u30e9\u30d9\u30eb\u306a\u3057\u30c7\u30fc\u30bf\u9805\u76ee\u304b\u3089\u30c7\u30fc\u30bf\u8868\u73fe\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001\u30e9\u30d9\u30eb\u306e\u8981\u4ef6\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u985e\u4f3c\u3057\u305f\u30c7\u30fc\u30bf\u9805\u76ee\u306e\u30da\u30a2\u3068\u3001\u305d\u308c\u3068\u306f\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u30da\u30a2\u3092\u533a\u5225\u3059\u308b\u65b9\u6cd5\u3092\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5bfe\u6bd4\u76ee\u7684\u95a2\u6570\u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002\u5bfe\u6bd4\u5b66\u7fd2\u306e\u4e8b\u524d\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306f\u8efd\u91cf\u3067\u5b8c\u5168\u306b\u6559\u5e2b\u306a\u3057\u3067\u884c\u308f\u308c\u307e\u3059\u3002
\n\u3055\u3089\u306b\u3001\u5b66\u7fd2\u3055\u308c\u305f\u30c7\u30fc\u30bf\u9805\u76ee\u306e\u8868\u73fe\u306f\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5185\u306e\u3055\u307e\u3056\u307e\u306a\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u3001\u6559\u5e2b\u306a\u3057\u306e\u65b9\u6cd5\u3067\u76f4\u63a5\u3001\u307e\u305f\u306f\u30e9\u30d9\u30eb\u3092\u4f7f\u7528\u3057\u305f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u3063\u3066\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u306b\u3088\u308a\u3001Sudowoodo<\/a>\u306f\u30c7\u30fc\u30bf\u30e9\u30d9\u30ea\u30f3\u30b0\u3068\u30e2\u30c7\u30eb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4e21\u65b9\u306e\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002
\nSudowoodo<\/a>\u306e\u6027\u80fd\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u5b66\u7fd2\u3055\u308c\u305f\u8868\u73fe\u304b\u3089\u9ad8\u4fe1\u983c\u5ea6\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4fe1\u53f7\u3092\u62bd\u51fa\u3057\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6027\u80fd\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u308b\u64ec\u4f3c\u30e9\u30d9\u30ea\u30f3\u30b0\u30b9\u30c6\u30c3\u30d7\u3092\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066\u63d0\u6848\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u4e8b\u524d\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306e\u305f\u3081\u306b\u3001 \u30c7\u30fc\u30bf\u62e1\u5f35\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30d9\u30fc\u30b9\u306e\u30cd\u30ac\u30c6\u30a3\u30d6\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001\u304a\u3088\u3073\u5197\u9577\u6027\u6b63\u5247\u5316\u3068\u3044\u30463\u3064\u306e\u6700\u9069\u5316\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u5b9f\u9a13\u7d50\u679c<\/h2>\n

\"\"<\/p>\n

\u56f32: \u534a\u6559\u5e2b\u4ed8\u304d\u30de\u30c3\u30c1\u30f3\u30b0\uff08EM\uff09\u306eF1\u30b9\u30b3\u30a2\u3002Sudowoodo\u306ftrain+valid\u30c7\u30fc\u30bf\u304b\u3089\u4e00\u69d8\u306b\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3057\u305f500\u30da\u30a2\u3092\u4f7f\u7528<\/em><\/p>\n

\u79c1\u305f\u3061\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30de\u30c3\u30c1\u30f3\u30b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u534a\u6559\u5e2b\u4ed8\u304d\u304a\u3088\u3073\u6559\u5e2b\u306a\u3057\u8a2d\u5b9a\u3067\u5b9f\u9a13\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u6b21\u306e5\u3064\u306e\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8a55\u4fa1\u3057\u307e\u3057\u305f\uff1aAmazon-Google\uff08AG\uff09\u3001DBLP-ACM\uff08DA\uff09\u3001DBLP-Scholar\uff08DS\uff09\u3001Walmart-Amazon\uff08WA\uff09\u3001\u304a\u3088\u3073Abt-Buy\uff08AB\uff09\u3002\u534a\u6559\u5e2b\u4ed8\u304d\u8a2d\u5b9a\u3067\u306f\u3001\u65e2\u5b58\u306e\u7814\u7a76\u3067\u3042\u308bDeepMatcher\u3001Ditto<\/a>\u3001\u304a\u3088\u3073Rotom\u3068\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002\u7d50\u679c\u306f\u3001Sudowoodo\u304c\u6700\u5148\u7aef\u306e\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066F1\u30b9\u30b3\u30a2\u3067\u6700\u592716%\u306e\u6027\u80fd\u5411\u4e0a\u3092\u9054\u6210\u3057\u3001\u30e9\u30d9\u30eb\u4ed8\u304d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30923\u5206\u306e1\u306b\u524a\u6e1b\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

\u56f33: \u6559\u5e2b\u306a\u3057\u30de\u30c3\u30c1\u30f3\u30b0\uff08EM\uff09\u306eF1\u30b9\u30b3\u30a2<\/em><\/p>\n

\u6559\u5e2b\u306a\u3057\u8a2d\u5b9a\u3067\u306f\u3001\u6700\u5148\u7aef\u306e\u624b\u6cd5\u3067\u3042\u308bZeroER\u304a\u3088\u3073AutoFuzzyJoin\u3068\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002Sudowoodo\u306f\u3001\u305d\u308c\u305e\u308c\u5e73\u5747\u3057\u3066F1\u30b9\u30b3\u30a2\u30677.7%\u304a\u3088\u30738.9%\u306e\u6027\u80fd\u5411\u4e0a\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u30d6\u30ed\u30c3\u30ad\u30f3\u30b0\u6bb5\u968e\u306b\u304a\u3051\u308b\u9069\u7528\u5b9f\u9a13\u3082\u884c\u3044\u3001\u3053\u306e\u5834\u5408\u3067\u3082Sudowoodo\u304c\u6700\u9ad8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u3055\u3089\u306a\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h2>\n

\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30de\u30c3\u30c1\u30f3\u30b0\u306b\u52a0\u3048\u3066\u3001Sudowoodo<\/a>\u306f\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3084\u30ab\u30e9\u30e0\u30bf\u30a4\u30d7\u691c\u51fa\u3068\u3044\u3063\u305f\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3082\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u3001\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u306e\u30c7\u30fc\u30bf\u8868\u73fe\u3092\u6d3b\u7528\u3057\u3066\u3001\u6f5c\u5728\u7684\u306b\u6c5a\u67d3\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304b\u3089\u76f4\u63a5\u3001\u30a8\u30e9\u30fc\u691c\u51fa\u3068\u4fee\u6b63\u306e\u4e21\u6bb5\u968e\u3092\u5305\u62ec\u7684\u306b\u89e3\u6c7a\u3057\u307e\u3059\u3002
\n\u30ab\u30e9\u30e0\u30bf\u30a4\u30d7\u691c\u51fa\u3067\u306f\u3001\u5b8c\u5168\u306b\u6559\u5e2b\u306a\u3057\u306e\u65b9\u6cd5\u3067\u30c6\u30fc\u30d6\u30eb\u306e\u30ab\u30e9\u30e0\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3092\u4e8b\u524d\u5b66\u7fd2\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5927\u91cf\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u540c\u3058\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bf\u30a4\u30d7\u3092\u6301\u3064\u30ab\u30e9\u30e0\u306e\u30da\u30a2\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002
\n\u3053\u308c\u3089\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8a73\u7d30\u306a\u624b\u9806\u3084\u7d50\u679c\u306b\u3064\u3044\u3066\u306f\u3001\u6280\u8853\u5831\u544a\u66f8<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n

Sudowoodo\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u79c1\u305f\u3061\u306e\u8ad6\u6587\u306e\u30d7\u30ec\u30d7\u30ea\u30f3\u30c8<\/a>\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u3001GitHub\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/a>\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u57f7\u7b46\u8005\uff1aJin Wang<\/a>\u3001Megagon Labs<\/p>\n

[\u539f\u6587\u3078 – 2023\/3\/29<\/a>]<\/p>\n

\uff08\u7ffb\u8a33\uff1aMegagon Labs\u6771\u4eac\u30aa\u30d5\u30a3\u30b9<\/a>\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"

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