{"id":1699,"date":"2017-05-24T03:48:58","date_gmt":"2017-05-23T18:48:58","guid":{"rendered":"http:\/\/kazu.tv\/blog\/?p=1699"},"modified":"2017-06-09T15:08:19","modified_gmt":"2017-06-09T06:08:19","slug":"ml-nlp-services-for-japanese-lang","status":"publish","type":"post","link":"https:\/\/kazu.tv\/blog\/2017\/05\/24\/ml-nlp-services-for-japanese-lang\/","title":{"rendered":"\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7cfb\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u306e\u65e5\u672c\u8a9e\u5bfe\u5fdc\u72b6\u6cc1"},"content":{"rendered":"<h1>\u3084\u308a\u305f\u3044\u3053\u3068<\/h1>\n<p>\u3084\u308a\u305f\u3044\u3053\u3068\u304c\u3042\u307e\u308a\u5177\u4f53\u7684\u306b\u306a\u3063\u3066\u306a\u3044\u3051\u3069\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u3063\u305f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u3084\u308a\u305f\u3044\u3002\u5927\u96d1\u628a\u306b\u306f\u3001\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5165\u529b\u3057\u3066\u3001\u305d\u308c\u3092\u5206\u985e\u3057\u305f\u308a\u3001\u66f8\u304d\u624b\u306e\u611f\u60c5\u3084\u6027\u683c\u3068\u304b\u3092\u5224\u5225\u3057\u305f\u308a\u3001\u305d\u3093\u306a\u306e\u3002<\/p>\n<p>\u6700\u7d42\u7684\u306b\u306f\u5168\u90e8\u81ea\u5206\u3067\u5b9f\u88c5\u3057\u305f\u3044\u3051\u3069\u3001\u5f53\u9762\u306f\u3001\u65e2\u5b58\u306e\u3082\u306e\u3067\u4f7f\u3048\u305d\u3046\u306a\u306e\u304c\u3042\u308c\u3070\u305d\u308c\u3092\u4f7f\u304a\u3046\u3068\u601d\u3046\u3002<\/p>\n<h1>\u8abf\u3079\u305f\u3082\u306e<\/h1>\n<p>\u4ee5\u4e0b\u306e\u3082\u306e\u3092\u8abf\u3079\u305f\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.ibm.com\/watson\/\" target=\"_blank\" rel=\"noopener noreferrer\">IBM Watson<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/machine-learning\/\" target=\"_blank\" rel=\"noopener noreferrer\">Azure Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/cognitive-services\/\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Cognitive Services<\/a><\/li>\n<li><a href=\"https:\/\/cloud.google.com\/natural-language\/docs\/languages\" target=\"_blank\" rel=\"noopener noreferrer\">Google Cloud Natural Language API<\/a><\/li>\n<li><a href=\"https:\/\/aws.amazon.com\/jp\/machine-learning\/\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/aws.amazon.com\/amazon-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon AI<\/a><\/li>\n<li>\u305d\u306e\u4ed6<\/li>\n<\/ul>\n<h2>\u6ce8\u610f\u4e8b\u9805<\/h2>\n<p>\u305f\u3060\u3001\u3059\u3079\u3066\u306e\u3082\u306e\u3092\u8abf\u3079\u305f\u8a33\u3067\u306f\u306a\u3044\u3002<\/p>\n<ul>\n<li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u95a2\u9023\u306e\u3082\u306e\u306e\u307f<\/li>\n<li>\u500b\u4eba\u7684\u306b\u8208\u5473\u304c\u306a\u3044\u3082\u306e\u306f\u8abf\u3079\u3066\u3044\u306a\u3044<\/li>\n<li>\u7d42\u4e86\u4e88\u5b9a\u306e\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3082\u8abf\u3079\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n<p>\u3042\u3068\u3001API \u3068\u3057\u3066\u6700\u521d\u304b\u3089\u3059\u3050\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u3068\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044\u3082\u306e\u306a\u3069\u304c\u6df7\u3058\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>\u8aa4\u308a\u7b49\u304c\u3042\u3063\u305f\u5834\u5408\u306f\u3001\u3054\u6307\u6458\u7b49\u9802\u3051\u308c\u3070\u3001\u8a02\u6b63\u7b49\u3092\u884c\u3046\u4e88\u5b9a\u3002<\/p>\n<p><!--more--><\/p>\n<h1>\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u8abf\u67fb\u7d50\u679c<\/h1>\n<p>\u4ee5\u4e0b\u3001\u5168\u30662017\/5\/24\u73fe\u5728\u306e\u60c5\u5831\u3002<\/p>\n<h2>IBM Watson<\/h2>\n<p>\u30b5\u30fc\u30d3\u30b9\u4e00\u89a7\u306f<a href=\"https:\/\/www.ibm.com\/watson\/developercloud\/services-catalog.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3061\u3089<\/a>\u3002<\/p>\n<p>\u65e5\u672c\u8a9e\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u306f\u4ee5\u4e0b\u306e\u3082\u306e\u304f\u3089\u3044\uff1f<\/p>\n<ul>\n<li><a href=\"https:\/\/console.bluemix.net\/docs\/services\/natural-language-classifier\/natural-language-classifier-overview.html#about\" target=\"_blank\" rel=\"noopener noreferrer\">Natural Language Classifier<\/a><\/li>\n<li><a href=\"https:\/\/www.ibm.com\/watson\/developercloud\/doc\/personality-insights\/user-overview.html#overviewLanguage\" target=\"_blank\" rel=\"noopener noreferrer\">Personality Insights<\/a><\/li>\n<\/ul>\n<p>\u65e5\u672c\u8a9e\u304c\u4e00\u90e8\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u4ee5\u4e0b\u306e\u3082\u306e\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.ibm.com\/watson\/developercloud\/doc\/natural-language-understanding\/#supported-languages\" target=\"_blank\" rel=\"noopener noreferrer\">Natural Language Understanding<\/a><\/li>\n<\/ul>\n<p>\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.ibm.com\/watson\/developercloud\/doc\/conversation\/index.html#supported-languages\" target=\"_blank\" rel=\"noopener noreferrer\">Conversation<\/a><\/li>\n<li><a href=\"https:\/\/www.ibm.com\/watson\/developercloud\/doc\/language-translator\/index.html#supported-languages\" target=\"_blank\" rel=\"noopener noreferrer\">Language Translator<\/a><\/li>\n<li><a href=\"https:\/\/www.ibm.com\/watson\/developercloud\/doc\/tone-analyzer\/index.html#language-support\" target=\"_blank\" rel=\"noopener noreferrer\">Tone Analyzer<\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ibm.com\/watson\/developercloud\/doc\/retrieve-rank\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">Retrieve and Rank<\/a> \u306f\u3001\u8a00\u8a9e\u975e\u4f9d\u5b58\uff1f\u3053\u3061\u3089\u306e<a href=\"https:\/\/developer.ibm.com\/answers\/questions\/234325\/supported-languages-retrieve-and-rank-only-english.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u3084\u308a\u53d6\u308a<\/a>\u3082\u53c2\u8003\u306b\u3002<\/p>\n<h2>Azure Machine Learning<\/h2>\n<p>Azure Machine Learning \u3067\u4f55\u304c\u51fa\u6765\u308b\u304b\u306f\u3001\u3053\u3061\u3089\u306e<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/machine-learning\/machine-learning-studio-overview-diagram\" target=\"_blank\" rel=\"noopener noreferrer\">\u6982\u8981\u56f3<\/a>\u304c\u5206\u304b\u308a\u3084\u3059\u3044\u304b\u3082\u3002<\/p>\n<p>\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u3082\u306e<\/p>\n<ul>\n<li><a href=\"https:\/\/msdn.microsoft.com\/en-us\/library\/azure\/dn906018.aspx#Anchor_0\" target=\"_blank\" rel=\"noopener noreferrer\">Feature Hashing<\/a><\/li>\n<li><a href=\"https:\/\/msdn.microsoft.com\/en-us\/library\/azure\/dn905955.aspx#Anchor_4\" target=\"_blank\" rel=\"noopener noreferrer\">Named Entity Recognition<\/a><\/li>\n<li><a href=\"https:\/\/msdn.microsoft.com\/en-us\/library\/azure\/mt786708.aspx#Anchor_3\" target=\"_blank\" rel=\"noopener noreferrer\">Extract Key Phrases from Text<\/a><\/li>\n<\/ul>\n<p>\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3082\u306e\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/msdn.microsoft.com\/en-us\/library\/mt762913.aspx\" target=\"_blank\" rel=\"noopener noreferrer\">Detect Languages<\/a><\/li>\n<\/ul>\n<p>\u8a00\u8a9e\u975e\u4f9d\u5b58\uff1f<\/p>\n<ul>\n<li><a href=\"https:\/\/msdn.microsoft.com\/en-us\/library\/azure\/mt762916.aspx\" target=\"_blank\" rel=\"noopener noreferrer\">Extract N-Gram Features from Text<\/a><\/li>\n<li><a href=\"https:\/\/msdn.microsoft.com\/en-us\/library\/azure\/mt762913.aspx\" target=\"_blank\" rel=\"noopener noreferrer\">Latent Dirichlet Allocation<\/a><\/li>\n<\/ul>\n<h2>Microsoft Cognitive Services<\/h2>\n<ul>\n<li><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cognitive-services\/text-analytics\/overview#supported-languages\" target=\"_blank\" rel=\"noopener noreferrer\">Text Analytics API<\/a> : key phrases \u62bd\u51fa\u306e\u307f\u65e5\u672c\u8a9e\u5bfe\u5fdc<\/li>\n<li><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cognitive-services\/web-language-model\/home\" target=\"_blank\" rel=\"noopener noreferrer\">Web Language Model API<\/a> : &#8220;the power of big data through language models trained on web-scale corpora collected by Bing in the EN-US market.&#8221; \u3068\u3042\u308b\u306e\u3067\u3001\u82f1\u8a9e\u306e\u307f\u3068\u601d\u308f\u308c\u308b<\/li>\n<li><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/cognitive-services\/linguisticanalysisapi\/home\" target=\"_blank\" rel=\"noopener noreferrer\">Linguistic Analysis API<\/a> : \u4f7f\u3048\u308b analyzer \u4e00\u89a7\u304c API \u3067\u53d6\u5f97\u3067\u304d\u308b\u3068\u306e\u3053\u3068<\/li>\n<\/ul>\n<h2>Google Cloud Natural Language API<\/h2>\n<p>\u65e5\u672c\u8a9e\u306b\u6b63\u5f0f\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002\u305f\u3060\u3057\u3001&#8221;The analyzeEntitySentiment, currently in Beta, only supports the English language.&#8221; \u3068\u306e\u3053\u3068\u3002<\/p>\n<p><a href=\"https:\/\/cloud.google.com\/natural-language\/docs\/languages\" target=\"_blank\" rel=\"noopener noreferrer\">Language Support \u00a0|\u00a0 Google Cloud Natural Language API \u00a0|\u00a0 Google Cloud Platform<\/a><\/p>\n<h2>Amazon Machine Learning<\/h2>\n<p>\u5f62\u614b\u7d20\u89e3\u6790\u3057\u305f\u308a\u7279\u5fb4\u91cf\u62bd\u51fa\u3057\u305f\u308a\u3068\u3044\u3046\u524d\u51e6\u7406\u3092\u3057\u3066\u304b\u3089\u3001Amazon Machine Learning \u306b\u6e21\u3059\u5f62\u3063\u307d\u3044\u306e\u3067\u3001\u8a00\u8a9e\u975e\u4f9d\u5b58\u3001\u3068\u8a00\u3048\u308b\u3002<\/p>\n<h2>Amazon AI<\/h2>\n<p><a href=\"https:\/\/aws.amazon.com\/lex\/faqs\/\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon Lex<\/a> \u306f &#8220;Currently, Amazon Lex supports US English.&#8221; \u3068\u306e\u3053\u3068\u3002<\/p>\n<h2>docomo Developer Support<\/h2>\n<p>docomo \u81ea\u8eab\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b API \u3068\u3001\u30d1\u30fc\u30c8\u30ca\u30fc\u304b\u3089\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b API \u304c\u3042\u308b\u3002\u307e\u305f\u3001\u540c\u3058\u3088\u3046\u306a\u6a5f\u80fd\u304c\u8907\u6570\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u304b\u3089\u5225\u3005\u306e API \u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308b\u3002<\/p>\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u95a2\u9023\u3060\u3068\u3001\u300c<a href=\"https:\/\/dev.smt.docomo.ne.jp\/?p=docs.api.page&amp;api_name=language_analysis&amp;p_name=api_usage_scenario\" target=\"_blank\" rel=\"noopener noreferrer\">\u8a00\u8a9e\u89e3\u6790<\/a>\u300d\u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u3068\u3053\u308d\u3002<\/p>\n<p>\u66f8\u304f\u307e\u3067\u3082\u306a\u3044\u304c\u3001\u5f53\u7136\u65e5\u672c\u8a9e\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002<\/p>\n<h2>Yahoo! Japan \u30c6\u30ad\u30b9\u30c8\u89e3\u6790 API<\/h2>\n<p>OSS \u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u51fa\u6765\u308b\u3053\u3068\u304c\u591a\u3044\u6c17\u304c\u3059\u308b\u3002\u30ad\u30fc\u30d5\u30ec\u30fc\u30ba\u62bd\u51fa\u3068\u304b\u306f\u3042\u307e\u308a\u7121\u3044\u304b\u3082\u3002<\/p>\n<p>\u8a73\u7d30\u306f<a href=\"https:\/\/developer.yahoo.co.jp\/webapi\/jlp\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3061\u3089<\/a>\u3002<\/p>\n<h1>\u96d1\u611f<\/h1>\n<p>Watson \u51c4\u3044\u3002IBM \u306f\u3001\u3044\u3064\u306e\u9593\u306b\u304b AI \u306e\u4f1a\u793e\u306b\u306a\u3063\u3066\u3044\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3084\u308a\u305f\u3044\u3053\u3068 \u3084\u308a\u305f\u3044\u3053\u3068\u304c\u3042\u307e\u308a\u5177\u4f53\u7684\u306b\u306a\u3063\u3066\u306a\u3044\u3051\u3069\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u3063\u305f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u3084\u308a\u305f\u3044\u3002\u5927\u96d1\u628a\u306b\u306f\u3001\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5165\u529b\u3057\u3066\u3001\u305d\u308c\u3092\u5206\u985e\u3057\u305f\u308a\u3001\u66f8\u304d\u624b\u306e\u611f\u60c5\u3084\u6027\u683c\u3068\u304b\u3092\u5224\u5225\u3057\u305f\u308a\u3001\u305d\u3093\u306a\u306e\u3002 \u6700\u7d42\u7684\u306b\u306f\u5168\u90e8\u81ea&hellip;<\/p>\n","protected":false},"author":1,"featured_media":1701,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[8],"tags":[963,959],"class_list":["post-1699","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-8","tag-machine-learning","tag-nlp","has-post-thumbnail-archive"],"_links":{"self":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts\/1699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/comments?post=1699"}],"version-history":[{"count":4,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts\/1699\/revisions"}],"predecessor-version":[{"id":1711,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/posts\/1699\/revisions\/1711"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/media\/1701"}],"wp:attachment":[{"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/media?parent=1699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/categories?post=1699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kazu.tv\/blog\/wp-json\/wp\/v2\/tags?post=1699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}