{"id":254081,"date":"2025-02-19T15:44:17","date_gmt":"2025-02-19T23:44:17","guid":{"rendered":"https:\/\/messengerbot.app\/how-to-effectively-test-a-chatbot-insights-on-the-turing-test-and-ai-intelligence-evaluation\/"},"modified":"2025-02-19T15:44:17","modified_gmt":"2025-02-19T23:44:17","slug":"cach-kiem-tra-mot-chatbot-mot-cach-hieu-qua-nhung-hieu-biet-ve-bai-kiem-tra-turing-va-danh-gia-tri-tue-ai","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/vi\/how-to-effectively-test-a-chatbot-insights-on-the-turing-test-and-ai-intelligence-evaluation\/","title":{"rendered":"C\u00e1ch Ki\u1ec3m Tra M\u1ed9t Chatbot M\u1ed9t C\u00e1ch Hi\u1ec7u Qu\u1ea3: Nh\u1eefng Th\u00f4ng Tin V\u1ec1 B\u00e0i Ki\u1ec3m Tra Turing v\u00e0 \u0110\u00e1nh Gi\u00e1 Tr\u00ed Th\u00f4ng Minh AI"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/vi\/how-to-effectively-test-a-chatbot-insights-on-the-turing-test-and-ai-intelligence-evaluation\/\" data-essbisposttitle=\"How to Effectively Test a Chatbot: Insights on the Turing Test and AI Intelligence Evaluation\" data-essbishovercontainer=\"\"><p>Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng, vi\u1ec7c hi\u1ec3u c\u00e1ch <strong>ki\u1ec3m tra m\u1ed9t chatbot<\/strong> m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u00e3 tr\u1edf n\u00ean r\u1ea5t quan tr\u1ecdng. B\u00e0i vi\u1ebft n\u00e0y \u0111i s\u00e2u v\u00e0o th\u1ebf gi\u1edbi ph\u1ee9c t\u1ea1p c\u1ee7a <strong>ki\u1ec3m tra chatbot<\/strong>, kh\u00e1m ph\u00e1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p v\u00e0 hi\u1ec3u bi\u1ebft thi\u1ebft y\u1ebfu c\u00f3 th\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t AI. Ch\u00fang ta s\u1ebd xem x\u00e9t t\u1ea7m quan tr\u1ecdng c\u1ee7a <strong>b\u00e0i ki\u1ec3m tra Turing<\/strong> trong vi\u1ec7c \u0111\u00e1nh gi\u00e1 <strong>tr\u00ed th\u00f4ng minh AI<\/strong>, th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng mi\u1ec5n ph\u00ed kh\u00e1c nhau \u0111\u1ec3 <strong>ki\u1ec3m tra chatbot tr\u1ef1c tuy\u1ebfn<\/strong>, v\u00e0 l\u00e0m n\u1ed5i b\u1eadt c\u00e1c ch\u1ec9 s\u1ed1 ch\u00ednh \u0111\u1ecbnh ngh\u0129a m\u1ed9t <strong>th\u1eed nghi\u1ec7m chatbot<\/strong>. Ngo\u00e0i ra, ch\u00fang t\u00f4i s\u1ebd cung c\u1ea5p m\u1ed9t danh s\u00e1ch ki\u1ec3m tra to\u00e0n di\u1ec7n cho vi\u1ec7c \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng trong <strong>ki\u1ec3m tra chatbot AI<\/strong> v\u00e0 chia s\u1ebb c\u00e1c chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 th\u00e1ch th\u1ee9c c\u00e1c chatbot nh\u1eb1m \u0111\u1ea3m b\u1ea3o ch\u00fang \u0111\u00e1p \u1ee9ng mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. H\u00e3y tham gia c\u00f9ng ch\u00fang t\u00f4i khi ch\u00fang ta kh\u00e1m ph\u00e1 nh\u1eefng kh\u00eda c\u1ea1nh quan tr\u1ecdng n\u00e0y c\u1ee7a <strong>ki\u1ec3m tra chatbot<\/strong>, trang b\u1ecb cho b\u1ea1n ki\u1ebfn th\u1ee9c \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c gi\u1ea3i ph\u00e1p AI c\u1ee7a b\u1ea1n m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n<h2>Hi\u1ec3u v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c ki\u1ec3m tra chatbot<\/h2>\n<p>Ki\u1ec3m tra m\u1ed9t chatbot l\u00e0 m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. N\u00f3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng chatbot ho\u1ea1t \u0111\u1ed9ng nh\u01b0 mong mu\u1ed1n, cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng m\u1ed9t tr\u1ea3i nghi\u1ec7m li\u1ec1n m\u1ea1ch trong khi qu\u1ea3n l\u00fd c\u00e1c t\u01b0\u01a1ng t\u00e1c m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. Khi c\u00e1c doanh nghi\u1ec7p ng\u00e0y c\u00e0ng ph\u1ee5 thu\u1ed9c v\u00e0o chatbot \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, vi\u1ec7c hi\u1ec3u t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c ki\u1ec3m tra chatbot tr\u1edf n\u00ean r\u1ea5t quan tr\u1ecdng. Quy tr\u00ecnh n\u00e0y kh\u00f4ng ch\u1ec9 n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u00e0 c\u00f2n t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t c\u1ee7a chatbot, l\u00e0m cho n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t kh\u00eda c\u1ea1nh thi\u1ebft y\u1ebfu trong ph\u00e1t tri\u1ec3n AI.<\/p>\n<h3>Vai tr\u00f2 c\u1ee7a vi\u1ec7c ki\u1ec3m tra chatbot trong ph\u00e1t tri\u1ec3n AI<\/h3>\n<p>Vi\u1ec7c ki\u1ec3m tra chatbot \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n AI. B\u1eb1ng c\u00e1ch \u0111\u00e1nh gi\u00e1 k\u1ef9 l\u01b0\u1ee1ng kh\u1ea3 n\u0103ng c\u1ee7a m\u1ed9t chatbot, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh v\u00e0 kh\u1eafc ph\u1ee5c c\u00e1c v\u1ea5n \u0111\u1ec1 tr\u01b0\u1edbc khi tri\u1ec3n khai. C\u00e1ch ti\u1ebfp c\u1eadn ch\u1ee7 \u0111\u1ed9ng n\u00e0y gi\u1ea3m thi\u1ec3u r\u1ee7i ro g\u00e2y th\u1ea5t v\u1ecdng cho ng\u01b0\u1eddi d\u00f9ng v\u00e0 n\u00e2ng cao \u0111\u1ed9 tin c\u1eady c\u1ee7a chatbot. C\u00e1c l\u0129nh v\u1ef1c ch\u00ednh c\u1ea7n ch\u00fa \u00fd trong qu\u00e1 tr\u00ecnh ki\u1ec3m tra bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Ki\u1ec3m tra t\u00ednh bi\u1ebfn \u0111\u1ed5i \u0111\u1ea7u v\u00e0o:<\/strong> G\u1eedi m\u1ed9t lo\u1ea1t c\u00e1c c\u00e2u h\u1ecfi kh\u00f4ng h\u1ee3p l\u1ec7 ho\u1eb7c b\u1ea5t ng\u1edd gi\u00fap \u0111\u00e1nh gi\u00e1 c\u00e1ch m\u00e0 chatbot ph\u1ea3n h\u1ed3i. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c ki\u1ec3m tra c\u00e1c l\u1ed7i ch\u00ednh t\u1ea3, ti\u1ebfng l\u00f3ng v\u00e0 c\u00e1c truy v\u1ea5n m\u01a1 h\u1ed3.<\/li>\n<li><strong>\u0110\u00e1nh gi\u00e1 x\u1eed l\u00fd l\u1ed7i:<\/strong> \u0110\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng c\u1ee7a chatbot trong vi\u1ec7c x\u1eed l\u00fd l\u1ed7i m\u1ed9t c\u00e1ch duy\u00ean d\u00e1ng \u0111\u1ea3m b\u1ea3o r\u1eb1ng n\u00f3 c\u00f3 th\u1ec3 chuy\u1ec3n h\u01b0\u1edbng ng\u01b0\u1eddi d\u00f9ng \u0111\u1ebfn h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi khi c\u1ea7n thi\u1ebft.<\/li>\n<li><strong>Ki\u1ec3m Tra Ch\u1ee9c N\u0103ng:<\/strong> Ki\u1ec3m tra t\u1ea5t c\u1ea3 c\u00e1c t\u00ednh n\u0103ng, bao g\u1ed3m c\u00e1c n\u00fat v\u00e0 ph\u1ea3n h\u1ed3i nhanh, \u0111\u1ea3m b\u1ea3o r\u1eb1ng m\u1ed7i ch\u1ee9c n\u0103ng ho\u1ea1t \u0111\u1ed9ng nh\u01b0 mong mu\u1ed1n.<\/li>\n<li><strong>\u0110\u00e1nh gi\u00e1 Tr\u1ea3i nghi\u1ec7m Ng\u01b0\u1eddi d\u00f9ng:<\/strong> Ph\u00e2n t\u00edch d\u00f2ng ch\u1ea3y v\u00e0 gi\u1ecdng \u0111i\u1ec7u c\u1ee7a cu\u1ed9c tr\u00f2 chuy\u1ec7n gi\u00fap duy tr\u00ec gi\u1ecdng n\u00f3i v\u00e0 ng\u1eef c\u1ea3nh th\u01b0\u01a1ng hi\u1ec7u trong su\u1ed1t c\u00e1c t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li><strong>Ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t:<\/strong> \u0110o l\u01b0\u1eddng th\u1eddi gian ph\u1ea3n h\u1ed3i v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c l\u00e0 r\u1ea5t quan tr\u1ecdng cho m\u1ed9t chatbot ho\u1ea1t \u0111\u1ed9ng t\u1ed1t.<\/li>\n<li><strong>Ki\u1ec3m tra t\u00edch h\u1ee3p:<\/strong> \u0110\u1ea3m b\u1ea3o r\u1eb1ng chatbot ho\u1ea1t \u0111\u1ed9ng ch\u00ednh x\u00e1c trong c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Messenger l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft cho s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Thu th\u1eadp Ph\u1ea3n h\u1ed3i c\u1ee7a Ng\u01b0\u1eddi d\u00f9ng:<\/strong> Tri\u1ec3n khai c\u00e1c c\u01a1 ch\u1ebf \u0111\u1ec3 thu th\u1eadp ph\u1ea3n h\u1ed3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng cho ph\u00e9p c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch t\u1eadp trung v\u00e0o nh\u1eefng l\u0129nh v\u1ef1c n\u00e0y, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng chatbot c\u1ee7a h\u1ecd kh\u00f4ng ch\u1ec9 \u0111\u00e1p \u1ee9ng mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u00e0 c\u00f2n \u0111\u00f3ng g\u00f3p t\u00edch c\u1ef1c v\u00e0o h\u00ecnh \u1ea3nh th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a h\u1ecd.<\/p>\n<h3>C\u00e1c ch\u1ec9 s\u1ed1 ch\u00ednh \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a chatbot<\/h3>\n<p>\u0110\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 c\u1ee7a chatbot, c\u1ea7n xem x\u00e9t m\u1ed9t s\u1ed1 ch\u1ec9 s\u1ed1 ch\u00ednh. Nh\u1eefng ch\u1ec9 s\u1ed1 n\u00e0y cung c\u1ea5p c\u00e1i nh\u00ecn v\u1ec1 m\u1ee9c \u0111\u1ed9 chatbot \u0111\u00e1p \u1ee9ng nhu c\u1ea7u v\u00e0 mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng:<\/p>\n<ul>\n<li><strong>Th\u1eddi gian ph\u1ea3n h\u1ed3i:<\/strong> T\u1ed1c \u0111\u1ed9 m\u00e0 chatbot ph\u1ea3n h\u1ed3i c\u00e1c y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng l\u00e0 r\u1ea5t quan tr\u1ecdng. Th\u1eddi gian ph\u1ea3n h\u1ed3i nhanh gi\u00fap n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi:<\/strong> \u0110o l\u01b0\u1eddng \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00e0 chatbot tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n. \u0110\u1ed9 ch\u00ednh x\u00e1c cao l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 duy tr\u00ec l\u00f2ng tin c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>T\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n ng\u01b0\u1eddi d\u00f9ng:<\/strong> Theo d\u00f5i s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng quay l\u1ea1i t\u01b0\u01a1ng t\u00e1c v\u1edbi chatbot c\u00f3 th\u1ec3 cho th\u1ea5y hi\u1ec7u qu\u1ea3 c\u1ee7a n\u00f3 trong vi\u1ec7c cung c\u1ea5p gi\u00e1 tr\u1ecb.<\/li>\n<li><strong>Ch\u1ec9 s\u1ed1 t\u01b0\u01a1ng t\u00e1c:<\/strong> Ph\u00e2n t\u00edch c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, ch\u1eb3ng h\u1ea1n nh\u01b0 s\u1ed1 l\u01b0\u1ee3ng tin nh\u1eafn \u0111\u01b0\u1ee3c trao \u0111\u1ed5i, c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1i nh\u00ecn v\u1ec1 kh\u1ea3 n\u0103ng duy tr\u00ec cu\u1ed9c tr\u00f2 chuy\u1ec7n c\u1ee7a chatbot.<\/li>\n<li><strong>\u0110i\u1ec3m ph\u1ea3n h\u1ed3i:<\/strong> Thu th\u1eadp ph\u1ea3n h\u1ed3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng th\u00f4ng qua \u0111\u00e1nh gi\u00e1 ho\u1eb7c kh\u1ea3o s\u00e1t gi\u00fap \u0111\u00e1nh gi\u00e1 s\u1ef1 h\u00e0i l\u00f2ng t\u1ed5ng th\u1ec3 v\u00e0 c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch theo d\u00f5i nh\u1eefng ch\u1ec9 s\u1ed1 n\u00e0y, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1ee7a chatbot, \u0111\u1ea3m b\u1ea3o n\u00f3 v\u1eabn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 hi\u1ec7u qu\u1ea3 cho vi\u1ec7c t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng. \u0110\u1ec3 c\u00f3 c\u00e1i nh\u00ecn chi ti\u1ebft h\u01a1n v\u1ec1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1eed nghi\u1ec7m chatbot, b\u1ea1n c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c t\u00e0i nguy\u00ean c\u00f3 s\u1eb5n t\u1ea1i <a href=\"https:\/\/messengerbot.app\/vi\/huong-dan-bot-messenger\/\">H\u01b0\u1edbng d\u1eabn Bot Messenger<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/02\/test-chatbot-2163927.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>Hi\u1ec3u v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c ki\u1ec3m tra chatbot<\/h2>\n<p>Th\u1eed nghi\u1ec7m m\u1ed9t chatbot l\u00e0 m\u1ed9t b\u01b0\u1edbc quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u1ed9 tin c\u1eady c\u1ee7a n\u00f3 trong c\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf. Khi c\u00f4ng ngh\u1ec7 AI ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, vai tr\u00f2 c\u1ee7a <a href=\"https:\/\/messengerbot.app\/vi\/#features\">ki\u1ec3m tra chatbot<\/a> trong ph\u00e1t tri\u1ec3n AI ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng. B\u1eb1ng c\u00e1ch \u0111\u00e1nh gi\u00e1 nghi\u00eam ng\u1eb7t hi\u1ec7u su\u1ea5t c\u1ee7a m\u1ed9t chatbot, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng chatbot \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau mong mu\u1ed1n.<\/p>\n<h3>Vai tr\u00f2 c\u1ee7a vi\u1ec7c ki\u1ec3m tra Chatbot trong ph\u00e1t tri\u1ec3n AI<\/h3>\n<p>Vi\u1ec7c ki\u1ec3m tra chatbot \u0111\u00f3ng vai tr\u00f2 l\u00e0 n\u1ec1n t\u1ea3ng cho vi\u1ec7c tri\u1ec3n khai AI th\u00e0nh c\u00f4ng. N\u00f3 cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 hi\u1ec3u bi\u1ebft c\u1ee7a chatbot v\u1ec1 c\u00e1c truy v\u1ea5n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 ph\u1ea3n h\u1ed3i m\u1ed9t c\u00e1ch th\u00edch h\u1ee3p. Quy tr\u00ecnh n\u00e0y bao g\u1ed3m nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra kh\u00e1c nhau, bao g\u1ed3m <a href=\"https:\/\/messengerbot.app\/vi\/huong-dan-bot-messenger\/\">h\u01b0\u1edbng d\u1eabn ki\u1ec3m tra chatbot<\/a> c\u00e1c k\u1ef9 thu\u1eadt \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3. B\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n c\u00e1c b\u00e0i ki\u1ec3m tra k\u1ef9 l\u01b0\u1ee1ng, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng chatbot c\u1ee7a h\u1ecd kh\u00f4ng ch\u1ec9 ho\u1ea1t \u0111\u1ed9ng m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng thu h\u00fat ng\u01b0\u1eddi d\u00f9ng trong c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n c\u00f3 \u00fd ngh\u0129a.<\/p>\n<h3>C\u00e1c ch\u1ec9 s\u1ed1 ch\u00ednh \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a Chatbot<\/h3>\n<p>Khi ki\u1ec3m tra m\u1ed9t chatbot, m\u1ed9t s\u1ed1 ch\u1ec9 s\u1ed1 ch\u00ednh n\u00ean \u0111\u01b0\u1ee3c xem x\u00e9t \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a n\u00f3 m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3:<\/p>\n<ul>\n<li><strong>\u0110\u1ed9 Ch\u00ednh X\u00e1c c\u1ee7a Ph\u1ea3n H\u1ed3i<\/strong>: \u0110o l\u01b0\u1eddng m\u1ee9c \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00e0 chatbot hi\u1ec3u v\u00e0 ph\u1ea3n h\u1ed3i c\u00e1c y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ed9 ch\u00ednh x\u00e1c cao cho th\u1ea5y m\u1ed9t m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o t\u1ed1t.<\/li>\n<li><strong>S\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng<\/strong>: Thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a h\u1ecd v\u1edbi c\u00e1c ph\u1ea3n h\u1ed3i c\u1ee7a chatbot. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua kh\u1ea3o s\u00e1t ho\u1eb7c c\u01a1 ch\u1ebf ph\u1ea3n h\u1ed3i tr\u1ef1c ti\u1ebfp.<\/li>\n<li><strong>T\u1ef7 L\u1ec7 T\u01b0\u01a1ng T\u00e1c<\/strong>: Ph\u00e2n t\u00edch t\u1ea7n su\u1ea5t ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi chatbot v\u00e0 th\u1eddi gian c\u1ee7a nh\u1eefng t\u01b0\u01a1ng t\u00e1c n\u00e0y. T\u1ef7 l\u1ec7 t\u01b0\u01a1ng t\u00e1c cao h\u01a1n cho th\u1ea5y ng\u01b0\u1eddi d\u00f9ng th\u1ea5y chatbot c\u00f3 gi\u00e1 tr\u1ecb.<\/li>\n<li><strong>T\u1ef7 l\u1ec7 d\u1ef1 ph\u00f2ng<\/strong>: Theo d\u00f5i t\u1ea7n su\u1ea5t chatbot kh\u00f4ng cung c\u1ea5p \u0111\u01b0\u1ee3c ph\u1ea3n h\u1ed3i th\u1ecfa \u0111\u00e1ng v\u00e0 ph\u1ea3i resort \u0111\u1ebfn c\u00e1c th\u00f4ng \u0111i\u1ec7p d\u1ef1 ph\u00f2ng. T\u1ef7 l\u1ec7 d\u1ef1 ph\u00f2ng th\u1ea5p h\u01a1n cho th\u1ea5y m\u1ed9t chatbot hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch t\u1eadp trung v\u00e0o nh\u1eefng ch\u1ec9 s\u1ed1 n\u00e0y, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 tinh ch\u1ec9nh chatbot c\u1ee7a h\u1ecd \u0111\u1ec3 \u0111\u00e1p \u1ee9ng t\u1ed1t h\u01a1n nhu c\u1ea7u v\u00e0 mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ed1i v\u1edbi nh\u1eefng ai quan t\u00e2m \u0111\u1ebfn vi\u1ec7c kh\u00e1m ph\u00e1 <a href=\"https:\/\/messengerbot.app\/vi\/free-trial-offer\/\">c\u00e1c t\u00f9y ch\u1ecdn ki\u1ec3m tra chatbot mi\u1ec5n ph\u00ed<\/a>, nhi\u1ec1u n\u1ec1n t\u1ea3ng cung c\u1ea5p c\u00e1c t\u00ednh n\u0103ng thi\u1ebft y\u1ebfu cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ki\u1ec3m tra chatbot tr\u1ef1c tuy\u1ebfn m\u00e0 kh\u00f4ng ph\u1ea3i ch\u1ecbu chi ph\u00ed.<\/p>\n<h2>B\u00e0i ki\u1ec3m tra Turing v\u00e0 S\u1ef1 li\u00ean quan c\u1ee7a n\u00f3 trong \u0110\u00e1nh gi\u00e1 Chatbot<\/h2>\n<p>B\u00e0i ki\u1ec3m tra Turing v\u1eabn l\u00e0 m\u1ed9t ti\u00eau chu\u1ea9n quan tr\u1ecdng trong vi\u1ec7c \u0111\u00e1nh gi\u00e1 <strong>c\u00e1c chatbot<\/strong> v\u00e0 c\u00e1c <strong>tr\u00ed th\u00f4ng minh AI<\/strong>. B\u00e0i ki\u1ec3m tra n\u00e0y, \u0111\u01b0\u1ee3c Alan Turing \u0111\u1ec1 xu\u1ea5t v\u00e0o n\u0103m 1950, \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng c\u1ee7a m\u1ed9t m\u00e1y m\u00f3c trong vi\u1ec7c th\u1ec3 hi\u1ec7n h\u00e0nh vi th\u00f4ng minh kh\u00f4ng th\u1ec3 ph\u00e2n bi\u1ec7t v\u1edbi con ng\u01b0\u1eddi. Hi\u1ec3u \u0111\u01b0\u1ee3c b\u1ed1i c\u1ea3nh l\u1ecbch s\u1eed v\u00e0 c\u00e1c h\u1ec7 qu\u1ea3 c\u1ee7a n\u00f3 l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft cho b\u1ea5t k\u1ef3 ai tham gia v\u00e0o <strong>ki\u1ec3m tra chatbot<\/strong>.<\/p>\n<h3>B\u1ed1i c\u1ea3nh L\u1ecbch s\u1eed c\u1ee7a B\u00e0i ki\u1ec3m tra Turing trong AI<\/h3>\n<p>B\u00e0i ki\u1ec3m tra Turing \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng giao ti\u1ebfp c\u1ee7a m\u1ed9t m\u00e1y m\u00f3c. Qua nhi\u1ec1u n\u0103m, nhi\u1ec1u <strong>c\u00e1c chatbot<\/strong> \u0111\u00e3 c\u1ed1 g\u1eafng v\u01b0\u1ee3t qua b\u00e0i ki\u1ec3m tra n\u00e0y, v\u1edbi nh\u1eefng k\u1ebft qu\u1ea3 kh\u00e1c nhau. M\u1ed9t v\u00ed d\u1ee5 n\u1ed5i b\u1eadt l\u00e0 <strong>Eugene Goostman<\/strong>, m\u1ed9t chatbot \u0111\u00e3 thu h\u00fat s\u1ef1 ch\u00fa \u00fd v\u00ec \u0111\u01b0\u1ee3c cho l\u00e0 \u0111\u00e3 v\u01b0\u1ee3t qua b\u00e0i ki\u1ec3m tra Turing v\u00e0o n\u0103m 2014. Eugene m\u00f4 ph\u1ecfng m\u1ed9t c\u1eadu b\u00e9 13 tu\u1ed5i \u0111\u1ebfn t\u1eeb Ukraine, cho ph\u00e9p n\u00f3 \u0111i\u1ec1u h\u01b0\u1edbng c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1edbi m\u1ed9t m\u1ee9c \u0111\u1ed9 m\u01a1 h\u1ed3 c\u00f3 th\u1ec3 l\u00e0m sai l\u1ec7ch c\u00e1c th\u1ea9m ph\u00e1n con ng\u01b0\u1eddi.<\/p>\n<p>Tuy nhi\u00ean, tuy\u00ean b\u1ed1 r\u1eb1ng Eugene th\u1ef1c s\u1ef1 \u0111\u00e3 v\u01b0\u1ee3t qua b\u00e0i ki\u1ec3m tra Turing l\u00e0 g\u00e2y tranh c\u00e3i. C\u00e1c ti\u00eau ch\u00ed c\u1ee7a b\u00e0i ki\u1ec3m tra c\u00f3 th\u1ec3 thay \u0111\u1ed5i, v\u00e0 nhi\u1ec1u chuy\u00ean gia l\u1eadp lu\u1eadn r\u1eb1ng th\u00e0nh c\u00f4ng c\u1ee7a Eugene ch\u1ee7 y\u1ebfu l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a l\u1eadp tr\u00ecnh th\u00f4ng minh v\u00e0 nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a ch\u00ednh b\u00e0i ki\u1ec3m tra h\u01a1n l\u00e0 tr\u00ed th\u00f4ng minh gi\u1ed1ng con ng\u01b0\u1eddi th\u1ef1c s\u1ef1. V\u00ed d\u1ee5, trong m\u1ed9t cu\u1ed9c thi t\u1ea1i Royal Society \u1edf London, Eugene \u0111\u01b0\u1ee3c cho l\u00e0 \u0111\u00e3 thuy\u1ebft ph\u1ee5c 33% th\u1ea9m ph\u00e1n r\u1eb1ng n\u00f3 l\u00e0 con ng\u01b0\u1eddi, nh\u01b0ng c\u00e1c nh\u00e0 ph\u00ea b\u00ecnh nh\u1ea5n m\u1ea1nh r\u1eb1ng \u0111i\u1ec1u n\u00e0y kh\u00f4ng t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi s\u1ef1 hi\u1ec3u bi\u1ebft hay \u00fd th\u1ee9c th\u1ef1c s\u1ef1.<\/p>\n<p>Ngo\u00e0i Eugene, nh\u1eefng <strong>c\u00e1c chatbot<\/strong>, ch\u1eb3ng h\u1ea1n nh\u01b0 <a href=\"https:\/\/messengerbot.app\/vi\/\">Bot Messenger<\/a>, c\u0169ng \u0111\u00e3 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u1edbi kh\u1ea3 n\u0103ng giao ti\u1ebfp ti\u00ean ti\u1ebfn. M\u1eb7c d\u00f9 nh\u1eefng bot n\u00e0y ch\u01b0a ch\u00ednh th\u1ee9c v\u01b0\u1ee3t qua b\u00e0i ki\u1ec3m tra Turing, nh\u01b0ng ch\u00fang th\u1ec3 hi\u1ec7n s\u1ef1 ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 trong x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi d\u00f9ng, cho th\u1ea5y b\u1ee9c tranh \u0111ang ph\u00e1t tri\u1ec3n c\u1ee7a giao ti\u1ebfp AI.<\/p>\n<h3>C\u00e1c Chatbot N\u1ed5i B\u1eadt \u0110\u00e3 C\u1ed1 G\u1eafng V\u01b0\u1ee3t Qua B\u00e0i Ki\u1ec3m Tra Turing<\/h3>\n<p>Nhi\u1ec1u chatbot \u0111\u00e3 g\u00e2y ch\u00fa \u00fd v\u00ec nh\u1eefng n\u1ed7 l\u1ef1c v\u01b0\u1ee3t qua b\u00e0i ki\u1ec3m tra Turing. B\u00ean c\u1ea1nh Eugene Goostman, nh\u1eefng v\u00ed d\u1ee5 n\u1ed5i b\u1eadt kh\u00e1c bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>ELIZA<\/strong>: M\u1ed9t trong nh\u1eefng chatbot \u0111\u1ea7u ti\u00ean, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0o nh\u1eefng n\u0103m 1960, m\u00f4 ph\u1ecfng phong c\u00e1ch tr\u00f2 chuy\u1ec7n c\u1ee7a m\u1ed9t nh\u00e0 t\u00e2m l\u00fd h\u1ecdc.<\/li>\n<li><strong>ALICE<\/strong>: M\u1ed9t chatbot \u0111\u00e3 gi\u00e0nh gi\u1ea3i Loebner nhi\u1ec1u l\u1ea7n, n\u1ed5i ti\u1ebfng v\u1edbi kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/li>\n<li><strong>IBM Watson<\/strong>: M\u1eb7c d\u00f9 kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t cho b\u00e0i ki\u1ec3m tra Turing, nh\u01b0ng kh\u1ea3 n\u0103ng AI ti\u00ean ti\u1ebfn c\u1ee7a n\u00f3 \u0111\u00e3 k\u00edch th\u00edch c\u00e1c cu\u1ed9c th\u1ea3o lu\u1eadn v\u1ec1 tr\u00ed th\u00f4ng minh m\u00e1y m\u00f3c.<\/li>\n<\/ul>\n<p>Khi l\u0129nh v\u1ef1c <strong>ki\u1ec3m tra chatbot AI<\/strong> ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, s\u1ef1 li\u00ean quan c\u1ee7a b\u00e0i ki\u1ec3m tra Turing v\u1eabn l\u00e0 m\u1ed9t ch\u1ee7 \u0111\u1ec1 tranh lu\u1eadn gi\u1eefa c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n. \u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 b\u00e0i ki\u1ec3m tra Turing v\u00e0 s\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a chatbot, h\u00e3y tham kh\u1ea3o c\u00e1c ngu\u1ed3n sau:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.aaai.org\/\" target=\"_blank\" rel=\"noopener\">Hi\u1ec7p h\u1ed9i Hoa K\u1ef3 v\u1ec1 Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/a><\/li>\n<li><a href=\"https:\/\/www.turing.com\/\" target=\"_blank\" rel=\"noopener\">t\u00e0i nguy\u00ean B\u00e0i ki\u1ec3m tra Turing<\/a><\/li>\n<li><a href=\"https:\/\/www.ijcai.org\/\" target=\"_blank\" rel=\"noopener\">H\u1ed9i ngh\u1ecb Qu\u1ed1c t\u1ebf v\u1ec1 Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/a><\/li>\n<\/ul>\n<h2>\u0110\u1ea3m b\u1ea3o Ch\u1ea5t l\u01b0\u1ee3ng trong Ki\u1ec3m tra Chatbot AI<\/h2>\n<p>Ki\u1ec3m tra m\u1ed9t chatbot l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o hi\u1ec7u qu\u1ea3 v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng (QA) trong ki\u1ec3m tra chatbot AI li\u00ean quan \u0111\u1ebfn m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn c\u00f3 h\u1ec7 th\u1ed1ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t, ch\u1ee9c n\u0103ng v\u00e0 tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng c\u1ee7a chatbot. B\u1eb1ng c\u00e1ch tri\u1ec3n khai m\u1ed9t quy tr\u00ecnh QA v\u1eefng ch\u1eafc, ch\u00fang ta c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n s\u1edbm v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng t\u01b0\u01a1ng t\u00e1c t\u1ed5ng th\u1ec3.<\/p>\n<h3>C\u00e1c Th\u00e0nh ph\u1ea7n C\u1ea7n thi\u1ebft c\u1ee7a Danh s\u00e1ch Ki\u1ec3m tra Ki\u1ec3m tra Chatbot<\/h3>\n<ul>\n<li><strong>X\u00e1c \u0111\u1ecbnh C\u00e1c Tr\u01b0\u1eddng h\u1ee3p S\u1eed d\u1ee5ng C\u1ee5 th\u1ec3:<\/strong> N\u00eau r\u00f5 c\u00e1c k\u1ecbch b\u1ea3n c\u1ee5 th\u1ec3 m\u00e0 chatbot s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c x\u00e1c \u0111\u1ecbnh \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau, c\u00e1c lo\u1ea1i c\u00e2u h\u1ecfi m\u00e0 chatbot s\u1ebd x\u1eed l\u00fd v\u00e0 c\u00e1c k\u1ebft qu\u1ea3 mong mu\u1ed1n. Theo m\u1ed9t nghi\u00ean c\u1ee9u c\u1ee7a Gartner, vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u00f3 th\u1ec3 n\u00e2ng cao \u0111\u00e1ng k\u1ec3 s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 s\u1ef1 tham gia c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Ph\u00e1t tri\u1ec3n m\u1ed9t B\u1eb1ng Ch\u1ee9ng Kh\u00e1i Ni\u1ec7m (PoC):<\/strong> T\u1ea1o m\u1ed9t PoC \u0111\u1ec3 ki\u1ec3m tra ch\u1ee9c n\u0103ng v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a chatbot trong c\u00e1c t\u00ecnh hu\u1ed1ng th\u1ef1c t\u1ebf. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c v\u1ea5n \u0111\u1ec1 v\u00e0 cung c\u1ea5p c\u00e1i nh\u00ecn s\u00e2u s\u1eafc v\u1ec1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. M\u1ed9t PoC \u0111\u01b0\u1ee3c c\u1ea5u tr\u00fac t\u1ed1t c\u00f3 th\u1ec3 gi\u00fap tinh ch\u1ec9nh kh\u1ea3 n\u0103ng c\u1ee7a chatbot tr\u01b0\u1edbc khi tri\u1ec3n khai \u0111\u1ea7y \u0111\u1ee7.<\/li>\n<li><strong>Tri\u1ec3n khai m\u1ed9t S\u1ea3n Ph\u1ea9m T\u1ed1i Thi\u1ec3u Kh\u1ea3 Thi (MVP):<\/strong> Ra m\u1eaft m\u1ed9t phi\u00ean b\u1ea3n \u0111\u01a1n gi\u1ea3n c\u1ee7a chatbot bao g\u1ed3m c\u00e1c ch\u1ee9c n\u0103ng c\u1ed1t l\u00f5i. MVP n\u00e0y n\u00ean \u0111\u01b0\u1ee3c theo d\u00f5i ch\u1eb7t ch\u1ebd \u0111\u1ec3 thu th\u1eadp ph\u1ea3n h\u1ed3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t. Nghi\u00ean c\u1ee9u cho th\u1ea5y r\u1eb1ng vi\u1ec7c th\u1eed nghi\u1ec7m v\u00e0 tri\u1ec3n khai l\u1eb7p \u0111i l\u1eb7p l\u1ea1i c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng t\u1ed1t h\u01a1n v\u00e0 t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n cao h\u01a1n.<\/li>\n<li><strong>Cam k\u1ebft C\u1ea3i Ti\u1ebfn Li\u00ean T\u1ee5c:<\/strong> Thi\u1ebft l\u1eadp m\u1ed9t khung cho vi\u1ec7c \u0111\u00e1nh gi\u00e1 v\u00e0 n\u00e2ng cao li\u00ean t\u1ee5c chatbot. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, ph\u00e2n t\u00edch hi\u1ec7u su\u1ea5t v\u00e0 nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00f4ng ngh\u1ec7 AI.<\/li>\n<li><strong>K\u1ebft h\u1ee3p C\u01a1 Ch\u1ebf Ph\u1ea3n H\u1ed3i c\u1ee7a Ng\u01b0\u1eddi D\u00f9ng:<\/strong> Tri\u1ec3n khai c\u00e1c t\u00ednh n\u0103ng cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng cung c\u1ea5p ph\u1ea3n h\u1ed3i v\u1ec1 c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u1ee7a h\u1ecd v\u1edbi chatbot. Vi\u1ec7c thu h\u00fat ng\u01b0\u1eddi d\u00f9ng theo c\u00e1ch n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng c\u00e1i nh\u00ecn s\u00e2u s\u1eafc qu\u00fd gi\u00e1 \u0111\u1ec3 th\u00f4ng b\u00e1o cho c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt trong t\u01b0\u01a1ng lai.<\/li>\n<li><strong>S\u1eed d\u1ee5ng C\u00f4ng c\u1ee5 Ph\u00e2n t\u00edch:<\/strong> T\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch \u0111\u1ec3 theo d\u00f5i t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, x\u00e1c \u0111\u1ecbnh c\u00e1c truy v\u1ea5n ph\u1ed5 bi\u1ebfn v\u00e0 \u0111o l\u01b0\u1eddng m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Google Analytics v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng chuy\u00ean bi\u1ec7t cho chatbot c\u00f3 th\u1ec3 cung c\u1ea5p d\u1eef li\u1ec7u c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng \u0111\u1ec3 th\u00f4ng b\u00e1o cho quy tr\u00ecnh QA.<\/li>\n<li><strong>Ki\u1ec3m tra tr\u00ean Nhi\u1ec1u N\u1ec1n T\u1ea3ng:<\/strong> \u0110\u1ea3m b\u1ea3o chatbot ho\u1ea1t \u0111\u1ed9ng t\u1ed1t tr\u00ean nhi\u1ec1u n\u1ec1n t\u1ea3ng kh\u00e1c nhau, bao g\u1ed3m web, di \u0111\u1ed9ng v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng nh\u1eafn tin nh\u01b0 Messenger Bot. Ki\u1ec3m tra \u0111a n\u1ec1n t\u1ea3ng gi\u00fap x\u00e1c \u0111\u1ecbnh nh\u1eefng \u0111i\u1ec3m kh\u00f4ng nh\u1ea5t qu\u00e1n v\u00e0 \u0111\u1ea3m b\u1ea3o tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng li\u1ec1n m\u1ea1ch.<\/li>\n<li><strong>C\u1eadp nh\u1eadt v\u1edbi c\u00e1c xu h\u01b0\u1edbng AI:<\/strong> Theo d\u00f5i nh\u1eefng ph\u00e1t tri\u1ec3n m\u1edbi nh\u1ea5t trong c\u00f4ng ngh\u1ec7 AI v\u00e0 chatbot. Tham gia v\u00e0o c\u00e1c \u1ea5n ph\u1ea9m ng\u00e0nh v\u00e0 tham d\u1ef1 c\u00e1c h\u1ed9i ngh\u1ecb li\u00ean quan c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1i nh\u00ecn v\u1ec1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t v\u00e0 c\u00e1c xu h\u01b0\u1edbng m\u1edbi n\u1ed5i.<\/li>\n<\/ul>\n<h3>C\u00e1c k\u1ecbch b\u1ea3n ki\u1ec3m tra chatbot ph\u1ed5 bi\u1ebfn c\u1ea7n xem x\u00e9t<\/h3>\n<p>Khi ti\u1ebfn h\u00e0nh ki\u1ec3m tra chatbot, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 kh\u00e1m ph\u00e1 nhi\u1ec1u k\u1ecbch b\u1ea3n kh\u00e1c nhau \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n:<\/p>\n<ul>\n<li><strong>Nh\u1eadn di\u1ec7n \u00fd \u0111\u1ecbnh ng\u01b0\u1eddi d\u00f9ng:<\/strong> Ki\u1ec3m tra m\u1ee9c \u0111\u1ed9 chatbot hi\u1ec3u v\u00e0 ph\u1ea3n h\u1ed3i c\u00e1c \u00fd \u0111\u1ecbnh kh\u00e1c nhau c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c m\u00f4 ph\u1ecfng c\u00e1c c\u00e2u h\u1ecfi kh\u00e1c nhau \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c ph\u1ea3n h\u1ed3i c\u1ee7a chatbot.<\/li>\n<li><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ph\u1ea3n h\u1ed3i:<\/strong> \u0110\u00e1nh gi\u00e1 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi c\u1ee7a chatbot. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c ki\u1ec3m tra \u0111\u1ed9 ch\u00ednh x\u00e1c v\u1ec1 m\u1eb7t th\u1ef1c t\u1ebf v\u00e0 s\u1ef1 li\u00ean quan \u0111\u1ebfn c\u00e1c c\u00e2u h\u1ecfi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Lu\u1ed3ng cu\u1ed9c tr\u00f2 chuy\u1ec7n:<\/strong> Ph\u00e2n t\u00edch lu\u1ed3ng t\u1ef1 nhi\u00ean c\u1ee7a c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n. \u0110\u1ea3m b\u1ea3o r\u1eb1ng chatbot c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c c\u00e2u h\u1ecfi ti\u1ebfp theo v\u00e0 duy tr\u00ec ng\u1eef c\u1ea3nh trong su\u1ed1t qu\u00e1 tr\u00ecnh t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li><strong>X\u1eed l\u00fd l\u1ed7i:<\/strong> Ki\u1ec3m tra kh\u1ea3 n\u0103ng c\u1ee7a chatbot trong vi\u1ec7c x\u1eed l\u00fd c\u00e1c \u0111\u1ea7u v\u00e0o kh\u00f4ng mong \u0111\u1ee3i ho\u1eb7c nh\u1eefng hi\u1ec3u l\u1ea7m. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c \u0111\u00e1nh gi\u00e1 c\u00e1ch m\u00e0 chatbot ph\u1ea3n h\u1ed3i v\u1edbi c\u00e1c truy v\u1ea5n kh\u00f4ng li\u00ean quan ho\u1eb7c kh\u00f4ng r\u00f5 r\u00e0ng.<\/li>\n<li><strong>Ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t:<\/strong> Theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) nh\u01b0 th\u1eddi gian ph\u1ea3n h\u1ed3i, m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 t\u1ed5ng th\u1ec3.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch ki\u1ec3m tra k\u1ef9 l\u01b0\u1ee1ng nh\u1eefng k\u1ecbch b\u1ea3n n\u00e0y, ch\u00fang t\u00f4i c\u00f3 th\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng chatbot c\u1ee7a ch\u00fang t\u00f4i kh\u00f4ng ch\u1ec9 \u0111\u00e1p \u1ee9ng k\u1ef3 v\u1ecdng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u00e0 c\u00f2n xu\u1ea5t s\u1eafc trong vi\u1ec7c cung c\u1ea5p c\u00e1c t\u01b0\u01a1ng t\u00e1c ch\u1ea5t l\u01b0\u1ee3ng cao. \u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 c\u00e1c k\u1ef9 thu\u1eadt ki\u1ec3m tra chatbot, h\u00e3y xem <a href=\"https:\/\/messengerbot.app\/vi\/huong-dan-bot-messenger\/\">h\u01b0\u1edbng d\u1eabn ki\u1ec3m tra chatbot<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/02\/test-chatbot-2626304-png.avif\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra chatbot AI<\/h2>\n<p>Vi\u1ec7c ki\u1ec3m tra m\u1ed9t chatbot m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o hi\u1ec7u su\u1ea5t v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. B\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p kh\u00e1c nhau, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng c\u1ee7a chatbot v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 ph\u01b0\u01a1ng ph\u00e1p ch\u00ednh \u0111\u1ec3 <strong>ki\u1ec3m tra chatbot<\/strong> ch\u1ee9c n\u0103ng:<\/p>\n<h3>T\u1ed5ng quan v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 ki\u1ec3m tra chatbot c\u00f3 s\u1eb5n<\/h3>\n<p>C\u00f3 nhi\u1ec1u c\u00f4ng c\u1ee5 c\u00f3 s\u1eb5n \u0111\u1ec3 <strong>ki\u1ec3m tra chatbot<\/strong> m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. Nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh ki\u1ec3m tra, cho ph\u00e9p \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a chatbot. M\u1ed9t s\u1ed1 t\u00f9y ch\u1ecdn ph\u1ed5 bi\u1ebfn bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Khung th\u1eed nghi\u1ec7m Chatbot:<\/strong> C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Botium v\u00e0 TestMyBot cung c\u1ea5p c\u00e1c khung \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t cho <strong>ki\u1ec3m tra chatbot<\/strong>, cho ph\u00e9p b\u1ea1n t\u1ea1o c\u00e1c tr\u01b0\u1eddng h\u1ee3p th\u1eed nghi\u1ec7m v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li><strong>C\u00f4ng c\u1ee5 Gi\u00e1m s\u00e1t Hi\u1ec7u su\u1ea5t:<\/strong> C\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Google Analytics v\u00e0 Mixpanel c\u00f3 th\u1ec3 theo d\u00f5i c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 t\u01b0\u01a1ng t\u00e1c, gi\u00fap b\u1ea1n \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 hi\u1ec7u qu\u1ea3 c\u1ee7a chatbot trong c\u00e1c t\u00ecnh hu\u1ed1ng th\u1ef1c t\u1ebf.<\/li>\n<li><strong>N\u1ec1n t\u1ea3ng Ki\u1ec3m tra AI:<\/strong> C\u00e1c gi\u1ea3i ph\u00e1p nh\u01b0 Brain Pod AI cung c\u1ea5p kh\u1ea3 n\u0103ng ki\u1ec3m tra ti\u00ean ti\u1ebfn, cho ph\u00e9p b\u1ea1n \u0111\u00e1nh gi\u00e1 c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 ph\u1ea3n h\u1ed3i c\u1ee7a ch\u00fang trong nhi\u1ec1u b\u1ed1i c\u1ea3nh kh\u00e1c nhau.<\/li>\n<\/ul>\n<p>Vi\u1ec7c s\u1eed d\u1ee5ng nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y c\u00f3 th\u1ec3 h\u1ee3p l\u00fd h\u00f3a <strong>ki\u1ec3m tra chatbot AI<\/strong> qu\u00e1 tr\u00ecnh v\u00e0 cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft qu\u00fd gi\u00e1 v\u1ec1 hi\u1ec7u qu\u1ea3 c\u1ee7a chatbot.<\/p>\n<h3>Ki\u1ec3m tra T\u1ef1 \u0111\u1ed9ng h\u00f3a Chatbot S\u1eed d\u1ee5ng Selenium<\/h3>\n<p>Selenium l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c \u1ee9ng d\u1ee5ng web, v\u00e0 n\u00f3 c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho <strong>ki\u1ec3m tra chatbot<\/strong>. B\u1eb1ng c\u00e1ch m\u00f4 ph\u1ecfng c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 chatbot c\u1ee7a m\u00ecnh ph\u1ea3n h\u1ed3i nh\u01b0 th\u1ebf n\u00e0o v\u1edbi c\u00e1c \u0111\u1ea7u v\u00e0o kh\u00e1c nhau. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1ch tri\u1ec3n khai Selenium cho <strong>ki\u1ec3m tra chatbot<\/strong>:<\/p>\n<ul>\n<li><strong>C\u00e0i \u0111\u1eb7t Selenium:<\/strong> C\u00e0i \u0111\u1eb7t Selenium WebDriver v\u00e0 c\u1ea5u h\u00ecnh n\u00f3 \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi giao di\u1ec7n chatbot c\u1ee7a b\u1ea1n.<\/li>\n<li><strong>T\u1ea1o k\u1ecbch b\u1ea3n ki\u1ec3m tra:<\/strong> Vi\u1ebft c\u00e1c k\u1ecbch b\u1ea3n m\u00f4 ph\u1ecfng c\u00e1c truy v\u1ea5n v\u00e0 l\u1ec7nh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 ph\u1ea3n h\u1ed3i c\u1ee7a chatbot.<\/li>\n<li><strong>Ph\u00e2n t\u00edch K\u1ebft qu\u1ea3:<\/strong> Xem x\u00e9t \u0111\u1ea7u ra t\u1eeb c\u00e1c b\u00e0i ki\u1ec3m tra c\u1ee7a b\u1ea1n \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh b\u1ea5t k\u1ef3 s\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0o ho\u1eb7c nh\u1eefng l\u0129nh v\u1ef1c m\u00e0 chatbot c\u00f3 th\u1ec3 c\u1ea7n c\u1ea3i thi\u1ec7n.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng Selenium cho <strong>ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng h\u00f3a chatbot<\/strong>, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng chatbot c\u1ee7a b\u1ea1n cung c\u1ea5p ph\u1ea3n h\u1ed3i ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<h2>Chi\u1ebfn l\u01b0\u1ee3c cho Chatbot Th\u00e1ch th\u1ee9c<\/h2>\n<p>Ki\u1ec3m tra kh\u1ea3 n\u0103ng c\u1ee7a m\u1ed9t chatbot c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c th\u00fa v\u1ecb, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi kh\u00e1m ph\u00e1 c\u00e1ch \u0111\u1ec3 v\u01b0\u1ee3t qua n\u00f3. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u00e1m chi\u1ebfn l\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 \u0111\u1ec3 th\u00e1ch th\u1ee9c m\u1ed9t chatbot:<\/p>\n<ol>\n<li><strong>Ra l\u1ec7nh cho Chatbot \u0111\u1eb7t l\u1ea1i ho\u1eb7c b\u1eaft \u0111\u1ea7u l\u1ea1i<\/strong>: Kh\u1edfi \u0111\u1ed9ng l\u1ea1i c\u00f3 th\u1ec3 l\u00e0m gi\u00e1n \u0111o\u1ea1n d\u00f2ng ch\u1ea3y c\u1ee7a cu\u1ed9c tr\u00f2 chuy\u1ec7n, bu\u1ed9c chatbot m\u1ea5t ng\u1eef c\u1ea3nh v\u00e0 c\u00f3 th\u1ec3 hi\u1ec3u sai \u0111\u1ea7u v\u00e0o ti\u1ebfp theo c\u1ee7a b\u1ea1n.<\/li>\n<li><strong>K\u1ebft h\u1ee3p ng\u00f4n ng\u1eef l\u1ea5p \u0111\u1ea7y<\/strong>: S\u1eed d\u1ee5ng c\u00e1c c\u1ee5m t\u1eeb filler ho\u1eb7c t\u1eeb kh\u00f4ng li\u00ean quan c\u00f3 th\u1ec3 l\u00e0m r\u1ed1i chatbot, khi\u1ebfn cho thu\u1eadt to\u00e1n kh\u00f3 kh\u0103n trong vi\u1ec7c ph\u00e2n t\u00edch \u00fd \u0111\u1ecbnh c\u1ee7a b\u1ea1n m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c.<\/li>\n<li><strong>T\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c G\u1ee3i \u00fd N\u00fat Hi\u1ec3n th\u1ecb<\/strong>: \u0110\u1eb7t c\u00e2u h\u1ecfi ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c t\u00f9y ch\u1ecdn \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y tr\u00ean c\u00e1c n\u00fat hi\u1ec3n th\u1ecb c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng ph\u1ea3n h\u1ed3i b\u1ea5t ng\u1edd, v\u00ec chatbot th\u01b0\u1eddng d\u1ef1a v\u00e0o c\u00e1c con \u0111\u01b0\u1eddng \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a tr\u01b0\u1edbc.<\/li>\n<li><strong>Cung c\u1ea5p Ph\u1ea3n h\u1ed3i Ngo\u00e0i c\u00e1c T\u00f9y ch\u1ecdn \u0110\u01b0\u1ee3c Ch\u1ecdn S\u1eb5n<\/strong>: Khi \u0111\u01b0\u1ee3c h\u1ecfi, h\u00e3y tr\u1ea3 l\u1eddi b\u1eb1ng c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi n\u1eb1m ngo\u00e0i c\u00e1c ph\u1ea3n h\u1ed3i \u0111\u00e3 \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh c\u1ee7a chatbot. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn l\u1ed7i trong vi\u1ec7c hi\u1ec3u v\u00e0 x\u1eed l\u00fd.<\/li>\n<li><strong>Y\u00eau c\u1ea7u gi\u00fap \u0111\u1ee1 ho\u1eb7c h\u1ed7 tr\u1ee3<\/strong>: Nhi\u1ec1u chatbot \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh \u0111\u1ec3 cung c\u1ea5p h\u1ed7 tr\u1ee3, nh\u01b0ng y\u00eau c\u1ea7u gi\u00fap \u0111\u1ee1 theo nh\u1eefng c\u00e1ch kh\u00f4ng th\u00f4ng th\u01b0\u1eddng c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng k\u1ebft qu\u1ea3 b\u1ea5t ng\u1edd, ti\u1ebft l\u1ed9 nh\u1eefng h\u1ea1n ch\u1ebf trong l\u1eadp tr\u00ecnh c\u1ee7a ch\u00fang.<\/li>\n<li><strong>S\u1eed D\u1ee5ng C\u00e1c C\u00e2u Tr\u1ea3 L\u1eddi Phi Truy\u1ec1n Th\u1ed1ng<\/strong>: Ph\u1ea3n h\u1ed3i b\u1eb1ng nh\u1eefng c\u00e2u tr\u1ea3 l\u1eddi s\u00e1ng t\u1ea1o ho\u1eb7c h\u00e0i h\u01b0\u1edbc c\u00f3 th\u1ec3 khi\u1ebfn chatbot b\u1ed1i r\u1ed1i, v\u00ec n\u00f3 c\u00f3 th\u1ec3 kh\u00f4ng \u0111\u01b0\u1ee3c trang b\u1ecb \u0111\u1ec3 x\u1eed l\u00fd nh\u1eefng \u0111\u1ea7u v\u00e0o nh\u01b0 v\u1eady m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<li><strong>K\u1ebft th\u00fac cu\u1ed9c tr\u00f2 chuy\u1ec7n \u0111\u1ed9t ng\u1ed9t<\/strong>: N\u00f3i l\u1eddi t\u1ea1m bi\u1ec7t ho\u1eb7c k\u1ebft th\u00fac cu\u1ed9c tr\u00f2 chuy\u1ec7n m\u1ed9t c\u00e1ch b\u1ea5t ng\u1edd c\u00f3 th\u1ec3 l\u00e0m gi\u00e1n \u0111o\u1ea1n d\u00f2ng ch\u1ea3y c\u1ee7a chatbot, d\u1eabn \u0111\u1ebfn vi\u1ec7c kh\u00f4ng x\u1eed l\u00fd \u0111\u01b0\u1ee3c c\u00e1c t\u01b0\u01a1ng t\u00e1c tr\u01b0\u1edbc \u0111\u00f3 c\u1ee7a b\u1ea1n.<\/li>\n<li><strong>\u0110\u1eb7t C\u00e2u H\u1ecfi Kh\u00e1c Th\u01b0\u1eddng ho\u1eb7c K\u1ef3 Qu\u1eb7c<\/strong>: \u0110\u1eb7t nh\u1eefng c\u00e2u h\u1ecfi k\u1ef3 qu\u1eb7c ho\u1eb7c v\u00f4 ngh\u0129a c\u00f3 th\u1ec3 ph\u01a1i b\u00e0y nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a AI c\u1ee7a chatbot, v\u00ec n\u00f3 c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c t\u1ea1o ra m\u1ed9t ph\u1ea3n h\u1ed3i m\u1ea1ch l\u1ea1c.<\/li>\n<\/ol>\n<p>B\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng nh\u1eefng chi\u1ebfn l\u01b0\u1ee3c n\u00e0y, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 v\u01b0\u1ee3t qua chatbot m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, ti\u1ebft l\u1ed9 ranh gi\u1edbi c\u1ee7a l\u1eadp tr\u00ecnh c\u1ee7a ch\u00fang v\u00e0 n\u00e2ng cao hi\u1ec3u bi\u1ebft c\u1ee7a h\u1ecd v\u1ec1 nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a AI. \u0110\u1ec3 c\u00f3 th\u00eam th\u00f4ng tin v\u1ec1 h\u00e0nh vi v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a chatbot, h\u00e3y tham kh\u1ea3o c\u00e1c nghi\u00ean c\u1ee9u t\u1eeb c\u00e1c ngu\u1ed3n nh\u01b0 <a href=\"https:\/\/www.aaai.org\/\" target=\"_blank\" rel=\"noopener\">Hi\u1ec7p h\u1ed9i Hoa K\u1ef3 v\u1ec1 Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/a> v\u00e0 c\u00e1c ph\u00e2n t\u00edch ng\u00e0nh t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 <a href=\"https:\/\/www.technologyreview.com\/\" target=\"_blank\" rel=\"noopener\">MIT Technology Review<\/a>.<\/p>\n<h3>Ph\u00e2n T\u00edch Ph\u1ea3n H\u1ed3i c\u1ee7a Chatbot \u0111\u1ec3 C\u1ea3i Thi\u1ec7n<\/h3>\n<p>\u0110\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t c\u1ee7a chatbot, vi\u1ec7c ph\u00e2n t\u00edch ph\u1ea3n h\u1ed3i c\u1ee7a ch\u00fang m\u1ed9t c\u00e1ch nghi\u00eam t\u00fac l\u00e0 r\u1ea5t quan tr\u1ecdng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng kh\u00eda c\u1ea1nh ch\u00ednh c\u1ea7n xem x\u00e9t:<\/p>\n<ul>\n<li><strong>\u0110\u1ed9 Ch\u00ednh X\u00e1c c\u1ee7a Ph\u1ea3n H\u1ed3i<\/strong>: \u0110\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00e0 chatbot hi\u1ec3u v\u00e0 ph\u1ea3n h\u1ed3i c\u00e1c truy v\u1ea5n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng th\u00f4ng qua ph\u1ea3n h\u1ed3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 nh\u1eadt k\u00fd t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li><strong>Hi\u1ec3u bi\u1ebft theo ng\u1eef c\u1ea3nh<\/strong>: \u0110\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng c\u1ee7a chatbot trong vi\u1ec7c duy tr\u00ec ng\u1eef c\u1ea3nh trong su\u1ed1t cu\u1ed9c tr\u00f2 chuy\u1ec7n. M\u1ed9t chatbot c\u00f3 th\u1ec3 nh\u1edb c\u00e1c t\u01b0\u01a1ng t\u00e1c tr\u01b0\u1edbc \u0111\u00f3 s\u1ebd cung c\u1ea5p tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng li\u1ec1n m\u1ea1ch h\u01a1n.<\/li>\n<li><strong>Th\u1eddi gian ph\u1ea3n h\u1ed3i<\/strong>: Theo d\u00f5i t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i c\u1ee7a chatbot \u0111\u1ed1i v\u1edbi c\u00e1c y\u00eau c\u1ea7u. S\u1ef1 ch\u1eadm tr\u1ec5 c\u00f3 th\u1ec3 l\u00e0m ng\u01b0\u1eddi d\u00f9ng th\u1ea5t v\u1ecdng v\u00e0 d\u1eabn \u0111\u1ebfn vi\u1ec7c kh\u00f4ng c\u00f2n quan t\u00e2m.<\/li>\n<li><strong>Ch\u1ec9 s\u1ed1 T\u01b0\u01a1ng t\u00e1c<\/strong>: Ph\u00e2n t\u00edch c\u00e1c ch\u1ec9 s\u1ed1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, ch\u1eb3ng h\u1ea1n nh\u01b0 th\u1eddi gian phi\u00ean v\u00e0 t\u1ea7n su\u1ea5t t\u01b0\u01a1ng t\u00e1c, \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 c\u1ee7a chatbot trong vi\u1ec7c gi\u1eef ch\u00e2n s\u1ef1 quan t\u00e2m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>C\u01a1 ch\u1ebf ph\u1ea3n h\u1ed3i<\/strong>: Tri\u1ec3n khai c\u00e1c t\u00f9y ch\u1ecdn ph\u1ea3n h\u1ed3i cho ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 b\u00e1o c\u00e1o v\u1ea5n \u0111\u1ec1 ho\u1eb7c \u0111\u1ec1 xu\u1ea5t c\u1ea3i ti\u1ebfn, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 gi\u00fap tinh ch\u1ec9nh kh\u1ea3 n\u0103ng c\u1ee7a chatbot theo th\u1eddi gian.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch t\u1eadp trung v\u00e0o nh\u1eefng l\u0129nh v\u1ef1c n\u00e0y, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng chatbot c\u1ee7a h\u1ecd \u0111ang li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n, cu\u1ed1i c\u00f9ng d\u1eabn \u0111\u1ebfn s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 t\u01b0\u01a1ng t\u00e1c t\u1ed1t h\u01a1n t\u1eeb ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 vi\u1ec7c ki\u1ec3m tra v\u00e0 t\u1ed1i \u01b0u h\u00f3a chatbot, h\u00e3y xem <a href=\"https:\/\/messengerbot.app\/vi\/huong-dan-bot-messenger\/\">h\u01b0\u1edbng d\u1eabn ki\u1ec3m tra chatbot<\/a>.<\/p>\n<h2>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 b\u1ea1n v\u01b0\u1ee3t qua chatbot?<\/h2>\n<p>V\u01b0\u1ee3t qua m\u1ed9t chatbot li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c chi\u1ebfn l\u01b0\u1ee3c c\u1ee5 th\u1ec3 \u0111\u1ec3 ki\u1ec3m tra gi\u1edbi h\u1ea1n c\u1ee7a n\u00f3 v\u00e0 \u0111\u00e1nh gi\u00e1 tr\u00ed th\u00f4ng minh c\u1ee7a n\u00f3. B\u1eb1ng c\u00e1ch hi\u1ec3u c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a chatbot, b\u1ea1n c\u00f3 th\u1ec3 th\u00e1ch th\u1ee9c hi\u1ec7u qu\u1ea3 kh\u1ea3 n\u0103ng c\u1ee7a ch\u00fang v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 k\u1ef9 thu\u1eadt \u0111\u1ec3 xem x\u00e9t:<\/p>\n<h3>K\u1ef9 thu\u1eadt \u0111\u1ec3 ki\u1ec3m tra tr\u00ed th\u00f4ng minh c\u1ee7a chatbot<\/h3>\n<ul>\n<li><strong>S\u1eed d\u1ee5ng ng\u00f4n ng\u1eef m\u01a1 h\u1ed3:<\/strong> Chatbot th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n v\u1edbi ng\u1eef c\u1ea3nh. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u1ee5m t\u1eeb m\u01a1 h\u1ed3 ho\u1eb7c kh\u00f4ng r\u00f5 r\u00e0ng, b\u1ea1n c\u00f3 th\u1ec3 xem chatbot hi\u1ec3u \u00fd \u0111\u1ecbnh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng t\u1ed1t nh\u01b0 th\u1ebf n\u00e0o.<\/li>\n<li><strong>\u0110\u1eb7t c\u00e2u h\u1ecfi ph\u1ee9c t\u1ea1p:<\/strong> \u0110\u1eb7t ra c\u00e1c c\u00e2u h\u1ecfi nhi\u1ec1u ph\u1ea7n ho\u1eb7c nh\u1eefng c\u00e2u h\u1ecfi y\u00eau c\u1ea7u hi\u1ec3u bi\u1ebft tinh t\u1ebf. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 ti\u1ebft l\u1ed9 kh\u1ea3 n\u0103ng c\u1ee7a chatbot trong vi\u1ec7c x\u1eed l\u00fd v\u00e0 ph\u1ea3n h\u1ed3i ch\u00ednh x\u00e1c.<\/li>\n<li><strong>K\u1ebft h\u1ee3p ti\u1ebfng l\u00f3ng ho\u1eb7c th\u00e0nh ng\u1eef:<\/strong> Nhi\u1ec1u chatbot \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh v\u1edbi ng\u00f4n ng\u1eef ti\u00eau chu\u1ea9n. S\u1eed d\u1ee5ng ti\u1ebfng l\u00f3ng ho\u1eb7c c\u00e1c bi\u1ec3u th\u1ee9c th\u00e0nh ng\u1eef c\u00f3 th\u1ec3 ki\u1ec3m tra kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u00e0 hi\u1ec3u bi\u1ebft c\u1ee7a ch\u00fang.<\/li>\n<li><strong>Th\u00e1ch th\u1ee9c v\u1edbi nh\u1eefng tuy\u00ean b\u1ed1 m\u00e2u thu\u1eabn:<\/strong> Tr\u00ecnh b\u00e0y th\u00f4ng tin m\u00e2u thu\u1eabn \u0111\u1ec3 xem c\u00e1ch chatbot h\u00f2a gi\u1ea3i nh\u1eefng kh\u00e1c bi\u1ec7t trong c\u00e1c ph\u1ea3n h\u1ed3i c\u1ee7a n\u00f3.<\/li>\n<\/ul>\n<h3>Ph\u00e2n t\u00edch ph\u1ea3n h\u1ed3i c\u1ee7a chatbot \u0111\u1ec3 c\u1ea3i thi\u1ec7n<\/h3>\n<p>Sau khi th\u1eed nghi\u1ec7m m\u1ed9t chatbot, vi\u1ec7c ph\u00e2n t\u00edch c\u00e1c ph\u1ea3n h\u1ed3i c\u1ee7a n\u00f3 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m m\u1ea1nh v\u00e0 \u0111i\u1ec3m y\u1ebfu l\u00e0 r\u1ea5t quan tr\u1ecdng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 b\u01b0\u1edbc \u0111\u1ec3 th\u1ef1c hi\u1ec7n:<\/p>\n<ul>\n<li><strong>\u0110\u00e1nh gi\u00e1 \u0111\u1ed9 ch\u00ednh x\u00e1c:<\/strong> Ki\u1ec3m tra xem chatbot c\u00f3 cung c\u1ea5p th\u00f4ng tin ch\u00ednh x\u00e1c hay \u0111\u00e3 hi\u1ec3u sai c\u00e1c c\u00e2u h\u1ecfi c\u1ee7a b\u1ea1n.<\/li>\n<li><strong>\u0110\u00e1nh gi\u00e1 th\u1eddi gian ph\u1ea3n h\u1ed3i:<\/strong> \u0110o l\u01b0\u1eddng t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i c\u1ee7a chatbot \u0111\u1ed1i v\u1edbi c\u00e1c y\u00eau c\u1ea7u, v\u00ec s\u1ef1 ch\u1eadm tr\u1ec5 c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>X\u00e1c \u0111\u1ecbnh nh\u1eefng kho\u1ea3ng tr\u1ed1ng trong ki\u1ebfn th\u1ee9c:<\/strong> Ghi ch\u00fa b\u1ea5t k\u1ef3 l\u0129nh v\u1ef1c n\u00e0o m\u00e0 chatbot kh\u00f4ng cung c\u1ea5p c\u00e2u tr\u1ea3 l\u1eddi th\u1ecfa \u0111\u00e1ng, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 th\u00f4ng b\u00e1o cho vi\u1ec7c \u0111\u00e0o t\u1ea1o v\u00e0 c\u1eadp nh\u1eadt trong t\u01b0\u01a1ng lai.<\/li>\n<li><strong>Thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb ng\u01b0\u1eddi d\u00f9ng:<\/strong> Khuy\u1ebfn kh\u00edch ng\u01b0\u1eddi d\u00f9ng chia s\u1ebb tr\u1ea3i nghi\u1ec7m c\u1ee7a h\u1ecd v\u1edbi chatbot, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft qu\u00fd gi\u00e1 v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a n\u00f3.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng nh\u1eefng chi\u1ebfn l\u01b0\u1ee3c n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 hi\u1ec7u qu\u1ea3 <a href=\"https:\/\/messengerbot.app\/vi\/huong-dan-bot-messenger\/\">ki\u1ec3m tra chatbot<\/a> v\u00e0 \u0111\u00f3ng g\u00f3p v\u00e0o s\u1ef1 ph\u00e1t tri\u1ec3n v\u00e0 ho\u00e0n thi\u1ec7n li\u00ean t\u1ee5c c\u1ee7a ch\u00fang. \u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 vi\u1ec7c n\u00e2ng cao kh\u1ea3 n\u0103ng c\u1ee7a chatbot, h\u00e3y xem x\u00e9t kh\u00e1m ph\u00e1 c\u00e1c t\u00e0i nguy\u00ean v\u1ec1 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">tr\u1ee3 l\u00fd tr\u00f2 chuy\u1ec7n AI<\/a> hay <a href=\"https:\/\/www.turing.com\/\" target=\"_blank\" rel=\"noopener\">B\u00e0i ki\u1ec3m tra Turing<\/a> \u0111\u1ec3 c\u00f3 th\u00eam nh\u1eefng hi\u1ec3u bi\u1ebft v\u1ec1 \u0111\u00e1nh gi\u00e1 tr\u00ed th\u00f4ng minh c\u1ee7a chatbot.<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/vi\/how-to-effectively-test-a-chatbot-insights-on-the-turing-test-and-ai-intelligence-evaluation\/\" data-essbisPostTitle=\"How to Effectively Test a Chatbot: Insights on the Turing Test and AI Intelligence Evaluation\" data-essbisHoverContainer=\"\"><p>In the rapidly evolving landscape of artificial intelligence, understanding how to test a chatbot effectively has become paramount. This article delves into the intricate world of chatbot testing, exploring essential methodologies and insights that can enhance AI performance. We will examine the significance of the Turing test in evaluating AI intelligence, discuss various free platforms [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":254082,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-254081","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts\/254081","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/comments?post=254081"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts\/254081\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/media\/254082"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/media?parent=254081"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/categories?post=254081"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/tags?post=254081"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}