{"id":41566,"date":"2023-02-13T03:45:32","date_gmt":"2023-02-13T03:45:32","guid":{"rendered":"https:\/\/www.sisinternational.com\/?page_id=41566"},"modified":"2026-01-24T18:52:36","modified_gmt":"2026-01-24T23:52:36","slug":"%e3%83%88%e3%83%ac%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e5%b8%82%e5%a0%b4%e8%aa%bf%e6%9f%bb","status":"publish","type":"page","link":"https:\/\/www.sisinternational.com\/ja\/%e5%b0%82%e9%96%80%e7%9f%a5%e8%ad%98\/%e3%83%88%e3%83%ac%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e5%b8%82%e5%a0%b4%e8%aa%bf%e6%9f%bb\/","title":{"rendered":"\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u5e02\u5834\u8abf\u67fb"},"content":{"rendered":"

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u5e02\u5834\u8abf\u67fb<\/h1>\n\n\n\n
\"SIS<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u3067\u3059\u304b?<\/h2>\n\n\n\n

\u6a5f\u68b0\u5b66\u7fd2 (ML) \u306f\u9a5a\u304f\u3079\u304d\u5049\u696d\u3092\u6210\u3057\u9042\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8 \u30c7\u30fc\u30bf\u304b\u3089\u5f37\u529b\u306a\u6d1e\u5bdf\u3092\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002ML \u306f\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u304b\u3089\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u96fb\u5b50\u30e1\u30fc\u30eb\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u3082\u306e\u306b\u6a5f\u80fd\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30ab\u30b9\u30bf\u30de\u30fc \u30b5\u30dd\u30fc\u30c8 \u30c1\u30b1\u30c3\u30c8\u3084\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u307e\u305a\u3001ML \u30e2\u30c7\u30eb\u3092\u6210\u529f\u306b\u5c0e\u304f\u305f\u3081\u306b\u3001\u6b63\u3057\u3044\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001ML \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3055\u308c\u308b\u521d\u671f\u30c7\u30fc\u30bf\u3067\u3059\u3002\u901a\u5e38\u3001\u3053\u308c\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u3053\u308c\u3092\u4f7f\u7528\u3057\u3066\u3001ML \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u6307\u5c0e\u3057\u307e\u3059\u3002\u5f7c\u3089\u306f\u3001\u7279\u5b9a\u306e\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u6559\u5e2b\u3042\u308a ML \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u307e\u3059\u3002ML \u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u5358\u7d14\u306a\u6982\u5ff5\u3067\u3059\u3002<\/p>\n\n\n\n

AI \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e 2 \u3064\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3067\u306f\u3001\u30e9\u30d9\u30eb\u306e\u306a\u3044\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306f\u3001\u63a8\u8ad6\u3092\u884c\u3063\u3066\u7d50\u8ad6\u306b\u9054\u3059\u308b\u305f\u3081\u306b\u3001\u5fc5\u305a\u30c7\u30fc\u30bf\u5185\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306f\u7570\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u3068\u304d\u306f\u3001\u4eba\u9593\u304c\u30e9\u30d9\u30eb\u4ed8\u3051\u3001\u30bf\u30b0\u4ed8\u3051\u3001\u307e\u305f\u306f\u6ce8\u91c8\u4ed8\u3051\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u4eba\u9593\u306f\u305d\u308c\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u76ee\u7684\u306e\u7d50\u8ad6\u306b\u9054\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u5e02\u5834\u8abf\u67fb\u304c\u91cd\u8981\u306a\u7406\u7531<\/h2>\n\n\n\n

AI \u3068 ML \u306f\u3001\u958b\u767a\u8005\u304c\u3088\u308a\u52b9\u7387\u7684\u3067\u4eba\u751f\u3092\u5909\u3048\u308b\u3088\u3046\u306a\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002AI \u3068 ML \u306b\u3088\u308a\u3001\u30de\u30b7\u30f3\u306f\u4eba\u9593\u306e\u52a9\u3051\u3092\u501f\u308a\u305a\u306b\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u307b\u3069\u8ce2\u304f\u306a\u308a\u307e\u3059\u3002\u540c\u69d8\u306b\u91cd\u8981\u306a\u306e\u306f\u3001AI \u3068 ML \u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u306b\u306f\u6b63\u78ba\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u7279\u5b9a\u306e\u8cea\u554f\u306b\u4f34\u3046\u30d1\u30bf\u30fc\u30f3\u3084\u4e00\u9023\u306e\u7d50\u679c\u3092\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u6559\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3092\u3055\u307e\u3056\u307e\u306a\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u985e\u3059\u308b\u306e\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3053\u3068\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5c06\u6765\u7684\u306b\u985e\u4f3c\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u898b\u3064\u3051\u3066\u5206\u985e\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u304c\u9593\u9055\u3063\u3066\u3044\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u306b\u60aa\u5f71\u97ff\u3092\u4e0e\u3048\u3001AI \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u5931\u6557\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3078\u306e\u5165\u529b\u3068\u3057\u3066\u4f7f\u7528\u3067\u304d\u308b\u552f\u4e00\u306e\u30bd\u30fc\u30b9\u3067\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001AI \u30e2\u30c7\u30eb\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001AI \u30e2\u30c7\u30eb\u306f\u305d\u306e\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u3001\u4eba\u9593\u3068\u540c\u3058\u3088\u3046\u306b\u91cd\u8981\u306a\u6c7a\u5b9a\u3092\u4e0b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u8077\u4f4d<\/h2>\n\n\n\n
\"SIS<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u719f\u7df4\u3057\u305f\u5c02\u9580\u5bb6\u306b\u3068\u3063\u3066\u3001\u5f15\u304d\u7d9a\u304d\u6709\u671b\u3067\u9700\u8981\u306e\u9ad8\u3044\u8077\u696d\u3067\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001\u591a\u304f\u306e\u8077\u7a2e\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8077\u7a2e\u306b\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30b7\u30b9\u30c6\u30e0 \u30a2\u30ca\u30ea\u30b9\u30c8\u3001\u7d71\u8a08\u5b66\u8005\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u8005\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5206\u91ce\u306e\u4ed6\u306e\u8077\u7a2e\u306b\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30a2\u30ca\u30ea\u30b9\u30c8\u3001\u30c7\u30fc\u30bf \u30a2\u30ca\u30ea\u30b9\u30c8\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf \u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3082\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u6c42\u4eba\u306f\u591a\u6570\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9700\u8981\u3082\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

There\u2019s also the \u201chuman in the loop.\u201d This term refers to the people involved in gathering and preparing Training Data. They collect raw data<\/a> from many sources. These sources include social media platforms, IoT devices, customer feedback, and websites. They then prepare the data by cleaning it and accounting for missing values. After that, they remove outliers and tag data points. The last step is to load it into suitable places for training ML algorithms.<\/p>\n\n\n\n

\u4f01\u696d\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u306a\u7406\u7531<\/h2>\n\n\n\n

The use of AI and ML is only possible with ample amounts of high-quality Training Data. It plays a vital role in the model learning anything relevant. It is the backbone of any ML system. With enough Training Data, a machine can discover patterns and solve problems. Deficient or low-quality Training Data could lead<\/a> to the failure of your ML system.<\/p>\n\n\n\n

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u5e02\u5834\u8abf\u67fb\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n
\"SIS<\/figure>\n\n\n\n

<\/p>\n\n\n\n

\u5b9a\u91cf\u7684 Market Research can reveal complex data<\/a> about the state of your business. Qualitative Market Research aims to explain the factors that led to that state. It focuses on the reasons and motives behind consumers\u2019 actions and desires. It also looks at their opinions and expectations. Companies can use it to gain insights that they can act on to improve their products and strategies<\/a>.<\/p>\n\n\n\n

\u4e21\u65b9\u306e\u30c7\u30fc\u30bf \u30bf\u30a4\u30d7\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306b\u53d6\u308a\u8fbc\u3080\u3053\u3068\u3067\u3001\u671b\u307e\u3057\u3044\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u7d9a\u3051\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306f\u3088\u308a\u8ce2\u304f\u306a\u308b\u305f\u3081\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u5c11\u306a\u3059\u304e\u308b\u3088\u308a\u3082\u591a\u3059\u304e\u308b\u65b9\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>","protected":false},"excerpt":{"rendered":"

\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001ML \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u521d\u671f\u30c7\u30fc\u30bf\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u79d1\u5b66\u8005\u304c ML \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u4e88\u6e2c\u30e2\u30c7\u30eb\u306b\u4f7f\u7528\u3059\u308b\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":64375,"parent":14514,"menu_order":184,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-41566","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/pages\/41566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/comments?post=41566"}],"version-history":[{"count":5,"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/pages\/41566\/revisions"}],"predecessor-version":[{"id":81403,"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/pages\/41566\/revisions\/81403"}],"up":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/pages\/14514"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/media\/64375"}],"wp:attachment":[{"href":"https:\/\/www.sisinternational.com\/ja\/wp-json\/wp\/v2\/media?parent=41566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}