{"id":17564,"date":"2026-10-28T10:00:00","date_gmt":"2026-10-28T01:00:00","guid":{"rendered":"https:\/\/aiesg.co.jp\/?post_type=news&#038;p=17564"},"modified":"2026-10-28T10:00:59","modified_gmt":"2026-10-28T01:00:59","slug":"261022-disaggregating-social-disclosure-volume-sentiment-and-topic-specific-tone-in-relation-to-market-capitalization","status":"publish","type":"news","link":"https:\/\/aiesg.co.jp\/en\/topics\/news\/261022-disaggregating-social-disclosure-volume-sentiment-and-topic-specific-tone-in-relation-to-market-capitalization\/","title":{"rendered":"aiESG \u30c1\u30fc\u30d5\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8 \u674e\u3089\u306b\u3088\u308b\u3001\u65e5\u672c\u4f01\u696d\u306eESG\u958b\u793a\u306b\u304a\u3051\u308b\u793e\u4f1a\u7684\u5074\u9762\u306b\u95a2\u3059\u308b\u60c5\u5831\u958b\u793a\u304c\u6642\u4fa1\u7dcf\u984d\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u5206\u6790\u3057\u305f\u7814\u7a76\u8ad6\u6587\u304c\u51fa\u7248\u3055\u308c\u307e\u3057\u305f"},"content":{"rendered":"<p class=\"wp-block-paragraph\">aiESG \u30c1\u30fc\u30d5\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8 \u674e\u3089\u306b\u3088\u308b\u3001\u65e5\u672c\u4f01\u696d\u306eESG\u958b\u793a\u306b\u304a\u3051\u308b\u793e\u4f1a\u7684\u5074\u9762\u306b\u95a2\u3059\u308b\u60c5\u5831\u958b\u793a\u304c\u6642\u4fa1\u7dcf\u984d\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u5206\u6790\u3057\u305f\u7814\u7a76\u8ad6\u6587\u300cDisaggregating Social Disclosure: Volume, Sentiment, and Topic-Specific Tone in Relation to Market Capitalization\u300d\u304c\u51fa\u7248\u3055\u308c\u307e\u3057\u305f\u3002<br><br>ESG\u6295\u8cc7\u3084\u6301\u7d9a\u53ef\u80fd\u306a\u7d4c\u55b6\u3078\u306e\u95a2\u5fc3\u304c\u9ad8\u307e\u308b\u4e2d\u3001\u300cS\uff08\u793e\u4f1a\uff09\u300d\u9818\u57df\u306e\u958b\u793a\u304c\u682a\u5f0f\u5e02\u5834\u306b\u304a\u3044\u3066\u3069\u306e\u3088\u3046\u306b\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u306f\u3001\u5f93\u6765\u306e\u5305\u62ec\u7684\u306aESG\u30b9\u30b3\u30a2\u306e\u307f\u3067\u306f\u6349\u3048\u304d\u308c\u306a\u3044\u70b9\u304c\u591a\u304f\u6b8b\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<br>\u672c\u7814\u7a76\u3067\u306f\u30012017\u5e74\u304b\u30892025\u5e74\u306b\u304b\u3051\u3066\u306e\u65e5\u672c\u306e\u4e0a\u5834\u4f01\u696d3,455\u793e\uff0827,974\u793e\u5e74\u89b3\u5bdf\u5024\uff09\u3092\u5bfe\u8c61\u306b\u3001\u793e\u4f1a\u958b\u793a\u306e\u300c\u91cf\uff08\u958b\u793a\u5272\u5408\uff09\u300d\u300c\u5168\u4f53\u306e\u611f\u60c5\uff08\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\uff09\u300d\u300c\u30c8\u30d4\u30c3\u30af\u5225\u306e\u65b9\u5411\u6027\u30c8\u30fc\u30f3\uff08\u30dd\u30b8\u30c6\u30a3\u30d6\uff0f\u30cd\u30ac\u30c6\u30a3\u30d6\uff09\u300d\u306e3\u8ef8\u306b\u5206\u89e3\u3057\u3066\u6642\u4fa1\u7dcf\u984d\u3068\u306e\u95a2\u4fc2\u6027\u3092\u5206\u6790\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u25a0\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<br>\u672c\u7814\u7a76\u3067\u306f\u3001\u793e\u4f1a\u958b\u793a\u3092\u300c\u5f93\u696d\u54e1\u306e\u5065\u5eb7\u300d\u300c\u9867\u5ba2\u4fa1\u5024\u300d\u300c\u4eba\u6a29\u300d\u300c\u4eba\u7684\u8cc7\u672c\u300d\u300cDE&amp;I\uff08\u591a\u69d8\u6027\u30fb\u516c\u5e73\u6027\u30fb\u5305\u6442\u6027\uff09\u300d\u300c\u5730\u57df\u5171\u751f\u300d\u306e6\u3064\u306e\u4e3b\u8981\u30c8\u30d4\u30c3\u30af\u306b\u7d30\u5206\u5316\u3057\u3066\u691c\u8a3c\u3092\u884c\u3044\u307e\u3057\u305f\u3002<br><br><strong>\u30fb\u958b\u793a\u306e\u91cf\uff08Topic-Related Fragment Share\uff09<\/strong><br>\u300c\u5f93\u696d\u54e1\u306e\u5065\u5eb7\u300d\u300cDE&amp;I\u300d\u300c\u5730\u57df\u5171\u751f\u300d\u306b\u95a2\u3059\u308b\u958b\u793a\u5272\u5408\u306e\u5897\u52a0\u306f\u3001\u6642\u4fa1\u7dcf\u984d\u306b\u5bfe\u3057\u3066\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u30d7\u30e9\u30b9\u306e\u5f71\u97ff\u3092\u793a\u3059\u4e00\u65b9\u3001\u300c\u9867\u5ba2\u4fa1\u5024\u300d\u306b\u3064\u3044\u3066\u306e\u958b\u793a\u5272\u5408\u306f\u30de\u30a4\u30ca\u30b9\u306e\u5f71\u97ff\u304c\u898b\u3089\u308c\u307e\u3057\u305f\uff08\u300c\u4eba\u6a29\u300d\u300c\u4eba\u7684\u8cc7\u672c\u300d\u3067\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5f71\u97ff\u306f\u898b\u3089\u308c\u307e\u305b\u3093\u3067\u3057\u305f\uff09\u3002<br><br><strong>\u30fb\u5168\u4f53\u306e\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\uff08Overall Sentiment\uff09<\/strong><br>\u5168\u30c8\u30d4\u30c3\u30af\u306b\u304a\u3044\u3066\u3001\u958b\u793a\u30c6\u30ad\u30b9\u30c8\u5168\u4f53\u306e\u80af\u5b9a\u7684\u306a\u611f\u60c5\uff08\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\uff09\u306f\u6642\u4fa1\u7dcf\u984d\u3068\u4e00\u8cab\u3057\u3066\u6b63\u306e\u95a2\u9023\u6027\u3092\u793a\u3057\u307e\u3057\u305f\u3002<br><br><strong>\u30fb\u30c8\u30d4\u30c3\u30af\u5225\u30c8\u30fc\u30f3\uff08Topic-Specific Tone\uff09<\/strong><br>\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u8a00\u8449\u9063\u3044\u3084\u30c8\u30fc\u30f3\u306e\u5f37\u8abf\u304c\u3001\u5e38\u306b\u5e02\u5834\u3067\u8a55\u4fa1\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u300c\u5f93\u696d\u54e1\u306e\u5065\u5eb7\u300d\u300cDE&amp;I\u300d\u3067\u306f\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u30c8\u30fc\u30f3\u304c\u6642\u4fa1\u7dcf\u984d\u306b\u30d7\u30e9\u30b9\u8a55\u4fa1\u3068\u306a\u308b\u4e00\u65b9\u3001\u300c\u9867\u5ba2\u4fa1\u5024\u300d\u300c\u4eba\u6a29\u300d\u300c\u4eba\u7684\u8cc7\u672c\u300d\u306b\u304a\u3044\u3066\u306f\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u30c8\u30fc\u30f3\u304c\u3080\u3057\u308d\u30de\u30a4\u30ca\u30b9\u306e\u8a55\u4fa1\u306b\u7e4b\u304c\u308b\u30b1\u30fc\u30b9\u304c\u78ba\u8a8d\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u958b\u793a\u5bfe\u8c61\u3068\u306a\u308b\u51fa\u6765\u4e8b\u305d\u306e\u3082\u306e\u3084\u8a18\u8ff0\u8868\u73fe\u306e\u6587\u8108\u306b\u3088\u3063\u3066\u306f\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u8868\u73fe\u3092\u5f37\u8abf\u3057\u3059\u304e\u308b\u3053\u3068\u304c\u304b\u3048\u3063\u3066\u5e02\u5834\u306b\u610f\u56f3\u3057\u306a\u3044\u61f8\u5ff5\u3084\u4e0d\u81ea\u7136\u306a\u5370\u8c61\u3092\u4e0e\u3048\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u30c8\u30fc\u30f3\u306e\u958b\u793a\u306b\u95a2\u3057\u3066\u3082\u300c\u9867\u5ba2\u4fa1\u5024\u300d\u300cDE&amp;I\u300d\u3067\u306f\u30de\u30a4\u30ca\u30b9\u8a55\u4fa1\u3068\u306a\u308b\u4e00\u65b9\u3001\u300c\u4eba\u7684\u8cc7\u672c\u300d\u3067\u306f\u30d7\u30e9\u30b9\u306e\u5f71\u97ff\u3092\u793a\u3059\u306a\u3069\u3001\u30c8\u30d4\u30c3\u30af\u3084\u696d\u7a2e\u30bb\u30af\u30bf\u30fc\u3054\u3068\u306b\u5e02\u5834\u306e\u89e3\u91c8\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br><br>\u3053\u308c\u3089\u306e\u7d50\u679c\u306f\u3001\u5358\u306b\u793e\u4f1a\u958b\u793a\u306e\u91cf\u3092\u5897\u3084\u3057\u305f\u308a\u524d\u5411\u304d\u306a\u8a00\u8449\u3092\u4e26\u3079\u305f\u308a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u958b\u793a\u6587\u8a00\uff08\u8a00\u8a9e\u8868\u73fe\uff09\u306e\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u3084\u30c8\u30fc\u30f3\u307e\u3067\u7cbe\u67fb\u3057\u305f\u300c\u304d\u3081\u7d30\u3084\u304b\u306a\u958b\u793a\u6226\u7565\u300d\u304c\u4f01\u696d\u4fa1\u5024\uff08\u6642\u4fa1\u7dcf\u984d\uff09\u5411\u4e0a\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u5404\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u5831\u544a\u66f8\u5185\u306e\u8868\u73fe\u3092\u898b\u76f4\u3059\u3053\u3068\u304c\u91cd\u8981\u306a\u6226\u7565\u8ab2\u984c\u3068\u306a\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Paper Title:.<\/strong><br><a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/csr.71104\" target=\"_blank\" rel=\"noreferrer noopener\">Disaggregating Social Disclosure: Volume, Sentiment, and Topic\u2010Specific Tone in Relation to Market Capitalization<\/a><br><strong>Author(s).<\/strong>&nbsp;<br>Chao Li, Alexander Ryota Keeley, Shunsuke Managi<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Inquiry about our services: <a href=\"https:\/\/aiesg.co.jp\/en\/contact\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/aiesg.co.jp\/contact\/<\/a><\/p>","protected":false},"author":34,"featured_media":9571,"template":"","news_category":[5],"news_tag":[],"class_list":["post-17564","news","type-news","status-publish","has-post-thumbnail","hentry","news_category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - 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Social Disclosure: Volume, Sentiment, and Topic-Specific Tone in\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aiesg.co.jp\/en\/topics\/news\/261022-disaggregating-social-disclosure-volume-sentiment-and-topic-specific-tone-in-relation-to-market-capitalization\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"aiESG \u30c1\u30fc\u30d5\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8 \u674e\u3089\u306b\u3088\u308b\u3001\u65e5\u672c\u4f01\u696d\u306eESG\u958b\u793a\u306b\u304a\u3051\u308b\u793e\u4f1a\u7684\u5074\u9762\u306b\u95a2\u3059\u308b\u60c5\u5831\u958b\u793a\u304c\u6642\u4fa1\u7dcf\u984d\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u5206\u6790\u3057\u305f\u7814\u7a76\u8ad6\u6587\u304c\u51fa\u7248\u3055\u308c\u307e\u3057\u305f | \u682a\u5f0f\u4f1a\u793eaiESG\" \/>\n<meta property=\"og:description\" content=\"aiESG \u30c1\u30fc\u30d5\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8 \u674e\u3089\u306b\u3088\u308b\u3001\u65e5\u672c\u4f01\u696d\u306eESG\u958b\u793a\u306b\u304a\u3051\u308b\u793e\u4f1a\u7684\u5074\u9762\u306b\u95a2\u3059\u308b\u60c5\u5831\u958b\u793a\u304c\u6642\u4fa1\u7dcf\u984d\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u5206\u6790\u3057\u305f\u7814\u7a76\u8ad6\u6587\u300cDisaggregating Social Disclosure: Volume, Sentiment, and Topic-Specific Tone in\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aiesg.co.jp\/en\/topics\/news\/261022-disaggregating-social-disclosure-volume-sentiment-and-topic-specific-tone-in-relation-to-market-capitalization\/\" \/>\n<meta property=\"og:site_name\" content=\"\u682a\u5f0f\u4f1a\u793eaiESG\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-28T01:00:59+00:00\" \/>\n<meta property=\"og:image\" 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