{"id":82738,"date":"2023-11-30T17:00:15","date_gmt":"2023-11-30T21:00:15","guid":{"rendered":"https:\/\/ideascale.com\/viblog\/phan-tich-xu-huong-la-gi\/"},"modified":"2024-06-20T06:18:57","modified_gmt":"2024-06-20T10:18:57","slug":"phan-tich-xu-huong-la-gi","status":"publish","type":"post","link":"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/","title":{"rendered":"Ph\u00e2n t\u00edch xu h\u01b0\u1edbng l\u00e0 g\u00ec? \u0110\u1ecbnh ngh\u0129a, c\u00e1c b\u01b0\u1edbc, v\u00ed d\u1ee5, l\u1ee3i \u00edch v\u00e0 ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p><strong><b>M\u1ee5c l\u1ee5c<\/b><\/strong><\/p>\n<\/div><div class=\"awb-toc-el awb-toc-el--1\" data-awb-toc-id=\"1\" data-awb-toc-options=\"{&quot;allowed_heading_tags&quot;:{&quot;h2&quot;:0},&quot;ignore_headings&quot;:&quot;&quot;,&quot;ignore_headings_words&quot;:&quot;&quot;,&quot;enable_cache&quot;:&quot;yes&quot;,&quot;highlight_current_heading&quot;:&quot;no&quot;,&quot;hide_hidden_titles&quot;:&quot;yes&quot;,&quot;limit_container&quot;:&quot;post_content&quot;,&quot;select_custom_headings&quot;:&quot;&quot;,&quot;icon&quot;:&quot;fa-flag fas&quot;,&quot;counter_type&quot;:&quot;decimal&quot;}\" style=\"--awb-counter-type:counters(awb-toc, &quot;.&quot;, decimal) &quot;. &quot;;\"><div class=\"awb-toc-el__content\"><ul class=\"awb-toc-el__list awb-toc-el__list--0\"><li class=\"awb-toc-el__list-item\"><a class=\"awb-toc-el__item-anchor\" href=\"#toc_Phan_tich_xu_huong_la_gi\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng l\u00e0 g\u00ec?<\/a><\/li><li class=\"awb-toc-el__list-item\"><a class=\"awb-toc-el__item-anchor\" href=\"#toc_Cac_buoc_trong_phan_tich_xu_huong\">C\u00e1c b\u01b0\u1edbc trong ph\u00e2n t\u00edch xu h\u01b0\u1edbng<\/a><\/li><li class=\"awb-toc-el__list-item\"><a class=\"awb-toc-el__item-anchor\" href=\"#toc_Vi_du_ve_phan_tich_xu_huong\">V\u00ed d\u1ee5 v\u1ec1 ph\u00e2n t\u00edch xu h\u01b0\u1edbng<\/a><\/li><li class=\"awb-toc-el__list-item\"><a class=\"awb-toc-el__item-anchor\" href=\"#toc_Loi_ich_cua_viec_phan_tich_xu_huong\">L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c ph\u00e2n t\u00edch xu h\u01b0\u1edbng trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh<\/a><\/li><li class=\"awb-toc-el__list-item\"><a class=\"awb-toc-el__item-anchor\" href=\"#toc_Phan_tich_xu_huong_hieu_qua_Thuc_tien\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng hi\u1ec7u qu\u1ea3 Th\u1ef1c ti\u1ec5n t\u1ed1t nh\u1ea5t<\/a><\/li><\/ul><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><h2 class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng l\u00e0 g\u00ec?<\/h2>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea v\u00e0 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng ho\u1eb7c thay \u0111\u1ed5i d\u1eef li\u1ec7u theo th\u1eddi gian. N\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c ki\u1ec3m tra d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u0111\u1ec3 kh\u00e1m ph\u00e1 nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 ph\u01b0\u01a1ng h\u01b0\u1edbng ho\u1eb7c xu h\u01b0\u1edbng c\u1ee7a m\u1ed9t hi\u1ec7n t\u01b0\u1ee3ng c\u1ee5 th\u1ec3. Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, bao g\u1ed3m t\u00e0i ch\u00ednh, kinh t\u1ebf, ti\u1ebfp th\u1ecb v\u00e0 khoa h\u1ecdc, \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u00e0 d\u1ef1 \u0111o\u00e1n s\u00e1ng su\u1ed1t d\u1ef1a tr\u00ean hi\u1ec7u su\u1ea5t ho\u1eb7c h\u00e0nh vi trong qu\u00e1 kh\u1ee9.<\/span><\/p>\n<p><b>C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a ph\u00e2n t\u00edch xu h\u01b0\u1edbng bao g\u1ed3m:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u1eef li\u1ec7u chu\u1ed7i th\u1eddi gian: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng d\u1ef1a tr\u00ean d\u1eef li\u1ec7u chu\u1ed7i th\u1eddi gian, l\u00e0 m\u1ed9t chu\u1ed7i c\u00e1c quan s\u00e1t ho\u1eb7c ph\u00e9p \u0111o \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 ghi l\u1ea1i trong c\u00e1c kho\u1ea3ng th\u1eddi gian li\u00ean ti\u1ebfp. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 l\u00e0 h\u00e0ng ng\u00e0y, h\u00e0ng th\u00e1ng, h\u00e0ng n\u0103m, v.v.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u:<\/b> <span style=\"font-weight: 400;\">Bi\u1ec3u di\u1ec5n d\u1eef li\u1ec7u tr\u1ef1c quan, ch\u1eb3ng h\u1ea1n nh\u01b0 bi\u1ec3u \u0111\u1ed3 \u0111\u01b0\u1eddng ho\u1eb7c \u0111\u1ed3 th\u1ecb, th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 minh h\u1ecda c\u00e1c m\u1eabu v\u00e0 xu h\u01b0\u1edbng theo th\u1eddi gian.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu: <\/b><span style=\"font-weight: 400;\">C\u00e1c nh\u00e0 ph\u00e2n t\u00edch ki\u1ec3m tra d\u1eef li\u1ec7u \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng ho\u1eb7c chu k\u1ef3 \u0111\u1ecbnh k\u1ef3. Nh\u1eefng m\u00f4 h\u00ecnh n\u00e0y c\u00f3 th\u1ec3 \u0111i l\u00ean (bi\u1ec3u th\u1ecb s\u1ef1 t\u0103ng tr\u01b0\u1edfng), \u0111i xu\u1ed1ng (bi\u1ec3u th\u1ecb s\u1ef1 suy gi\u1ea3m) ho\u1eb7c theo chu k\u1ef3.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea:<\/b><span style=\"font-weight: 400;\"> C\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea kh\u00e1c nhau c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u1ecbnh l\u01b0\u1ee3ng v\u00e0 ph\u00e2n t\u00edch c\u00e1c xu h\u01b0\u1edbng. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m \u0111\u01b0\u1eddng trung b\u00ecnh \u0111\u1ed9ng, ph\u00e2n t\u00edch h\u1ed3i quy ho\u1eb7c c\u00e1c k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch chu\u1ed7i th\u1eddi gian kh\u00e1c.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ngo\u1ea1i suy v\u00e0 d\u1ef1 \u0111o\u00e1n:<\/b> <span style=\"font-weight: 400;\">D\u1ef1a tr\u00ean c\u00e1c xu h\u01b0\u1edbng \u0111\u00e3 x\u00e1c \u0111\u1ecbnh, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch c\u00f3 th\u1ec3 ngo\u1ea1i suy v\u1ec1 t\u01b0\u01a1ng lai \u0111\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 c\u00e1c gi\u00e1 tr\u1ecb ho\u1eb7c k\u1ebft qu\u1ea3 ti\u1ec1m n\u0103ng trong t\u01b0\u01a1ng lai.<\/span><\/li>\n<\/ul>\n<h2 class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">C\u00e1c b\u01b0\u1edbc trong ph\u00e2n t\u00edch xu h\u01b0\u1edbng<\/h2>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng bao g\u1ed3m c\u00e1ch ti\u1ebfp c\u1eadn c\u00f3 h\u1ec7 th\u1ed1ng \u0111\u1ec3 ki\u1ec3m tra d\u1eef li\u1ec7u l\u1ecbch s\u1eed nh\u1eb1m x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng ho\u1eb7c thay \u0111\u1ed5i theo th\u1eddi gian. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c b\u01b0\u1edbc ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch xu h\u01b0\u1edbng:<\/span><\/p>\n<p><b>B\u01b0\u1edbc 1: X\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Tr\u00ecnh b\u00e0y r\u00f5 r\u00e0ng c\u00e1c m\u1ee5c ti\u00eau c\u1ee7a ph\u00e2n t\u00edch xu h\u01b0\u1edbng. Hi\u1ec3u c\u00e1c c\u00e2u h\u1ecfi ho\u1eb7c v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 m\u00e0 b\u1ea1n mu\u1ed1n gi\u1ea3i quy\u1ebft, \u0111\u1ea3m b\u1ea3o ph\u00e2n t\u00edch t\u1eadp trung v\u00e0 c\u00f3 m\u1ee5c \u0111\u00edch.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 2: Thu th\u1eadp d\u1eef li\u1ec7u<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Thu th\u1eadp d\u1eef li\u1ec7u l\u1ecbch s\u1eed c\u00f3 li\u00ean quan \u0111\u1ebfn hi\u1ec7n t\u01b0\u1ee3ng \u0111ang \u0111\u01b0\u1ee3c \u0111i\u1ec1u tra. \u0110\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u ch\u00ednh x\u00e1c, \u0111\u1ea7y \u0111\u1ee7 v\u00e0 \u0111\u1ea1i di\u1ec7n cho kho\u1ea3ng th\u1eddi gian quan t\u00e2m.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 3: L\u00e0m s\u1ea1ch v\u00e0 ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u<\/b><\/p>\n<p><span style=\"font-weight: 400;\">L\u00e0m s\u1ea1ch v\u00e0 x\u1eed l\u00fd tr\u01b0\u1edbc d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1ea3i quy\u1ebft m\u1ecdi s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n, gi\u00e1 tr\u1ecb b\u1ecb thi\u1ebfu ho\u1eb7c ngo\u1ea1i l\u1ec7. Giai \u0111o\u1ea1n n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u1ecbnh d\u1ea1ng ph\u00f9 h\u1ee3p cho m\u1ee5c \u0111\u00edch ph\u00e2n t\u00edch.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 4: Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u<\/b><\/p>\n<p><span style=\"font-weight: 400;\">T\u1ea1o c\u00e1c bi\u1ec3u di\u1ec5n tr\u1ef1c quan c\u1ee7a d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 bi\u1ec3u \u0111\u1ed3 \u0111\u01b0\u1eddng, bi\u1ec3u \u0111\u1ed3 thanh ho\u1eb7c bi\u1ec3u \u0111\u1ed3 ph\u00e2n t\u00e1n. Tr\u1ef1c quan h\u00f3a gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu v\u00e0 xu h\u01b0\u1edbng tr\u1ef1c quan trong d\u1eef li\u1ec7u.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 5: Ph\u00e2n t\u00edch chu\u1ed7i th\u1eddi gian<\/b><\/p>\n<p><span style=\"font-weight: 400;\">N\u1ebfu x\u1eed l\u00fd d\u1eef li\u1ec7u d\u1ef1a tr\u00ean th\u1eddi gian, h\u00e3y ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch chu\u1ed7i th\u1eddi gian \u0111\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c m\u1eabu trong c\u00e1c kho\u1ea3ng th\u1eddi gian kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c t\u00ednh to\u00e1n c\u00e1c \u0111\u01b0\u1eddng trung b\u00ecnh \u0111\u1ed9ng, x\u00e1c \u0111\u1ecbnh t\u00ednh th\u1eddi v\u1ee5 ho\u1eb7c ki\u1ec3m tra c\u00e1c xu h\u01b0\u1edbng d\u00e0i h\u1ea1n.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 6: Ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch<\/b><\/p>\n<p><span style=\"font-weight: 400;\">L\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch ph\u00f9 h\u1ee3p d\u1ef1a tr\u00ean t\u00ednh ch\u1ea5t c\u1ee7a d\u1eef li\u1ec7u v\u00e0 m\u1ee5c ti\u00eau ph\u00e2n t\u00edch. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea, ph\u00e2n t\u00edch h\u1ed3i quy ho\u1eb7c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 7: X\u00e1c \u0111\u1ecbnh c\u00e1c s\u1ed1 li\u1ec7u ch\u00ednh<\/b><\/p>\n<p><span style=\"font-weight: 400;\">X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) ho\u1eb7c s\u1ed1 li\u1ec7u c\u00f3 li\u00ean quan \u0111\u1ebfn m\u1ee5c ti\u00eau ph\u00e2n t\u00edch. T\u1eadp trung v\u00e0o c\u00e1c y\u1ebfu t\u1ed1 c\u1ee5 th\u1ec3 n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c b\u1ea3n ch\u1ea5t c\u1ee7a xu h\u01b0\u1edbng b\u1ea1n \u0111ang \u0111i\u1ec1u tra.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 8: Ph\u00e2n t\u00edch ph\u00e2n kh\u00fac v\u00e0 ph\u00e2n nh\u00f3m<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Xem x\u00e9t vi\u1ec7c ph\u00e2n chia d\u1eef li\u1ec7u th\u00e0nh c\u00e1c nh\u00f3m nh\u1ecf ho\u1eb7c danh m\u1ee5c \u0111\u1ec3 ph\u00e2n t\u00edch xu h\u01b0\u1edbng trong c\u00e1c t\u1eadp h\u1ee3p con c\u1ee5 th\u1ec3. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 ti\u1ebft l\u1ed9 c\u00e1c bi\u1ebfn th\u1ec3 v\u00e0 m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 b\u1ecb che gi\u1ea5u trong ph\u00e2n t\u00edch t\u1ed5ng th\u1ec3.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 9: Ki\u1ec3m tra th\u1ed1ng k\u00ea<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u00c1p d\u1ee5ng c\u00e1c th\u1eed nghi\u1ec7m th\u1ed1ng k\u00ea \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 t\u1ea7m quan tr\u1ecdng c\u1ee7a c\u00e1c xu h\u01b0\u1edbng quan s\u00e1t \u0111\u01b0\u1ee3c. B\u01b0\u1edbc n\u00e0y gi\u00fap x\u00e1c \u0111\u1ecbnh xem c\u00e1c m\u1eabu \u0111\u00e3 x\u00e1c \u0111\u1ecbnh c\u00f3 \u00fd ngh\u0129a th\u1ed1ng k\u00ea hay ch\u00fang c\u00f3 th\u1ec3 x\u1ea3y ra m\u1ed9t c\u00e1ch t\u00ecnh c\u1edd.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 10: X\u00e1c th\u1ef1c k\u1ebft qu\u1ea3<\/b><\/p>\n<p><span style=\"font-weight: 400;\">X\u00e1c th\u1ef1c c\u00e1c xu h\u01b0\u1edbng \u0111\u00e3 x\u00e1c \u0111\u1ecbnh b\u1eb1ng c\u00e1ch so s\u00e1nh ch\u00fang v\u1edbi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u1ed9c l\u1eadp ho\u1eb7c \u0111i\u1ec3m chu\u1ea9n. K\u1ebft qu\u1ea3 ki\u1ec3m tra ch\u00e9o n\u00e2ng cao \u0111\u1ed9 tin c\u1eady c\u1ee7a ph\u00e2n t\u00edch.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 11: Gi\u1ea3i th\u00edch<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Gi\u1ea3i th\u00edch c\u00e1c k\u1ebft qu\u1ea3 trong b\u1ed1i c\u1ea3nh c\u1ee7a c\u00e1c m\u1ee5c ti\u00eau v\u00e0 m\u00f4i tr\u01b0\u1eddng r\u1ed9ng h\u01a1n. Xem x\u00e9t \u00fd ngh\u0129a c\u1ee7a c\u00e1c xu h\u01b0\u1edbng v\u00e0 m\u00f4 h\u00ecnh \u0111\u00e3 x\u00e1c \u0111\u1ecbnh.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 12: T\u00e0i li\u1ec7u<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ghi l\u1ea1i ph\u01b0\u01a1ng ph\u00e1p, gi\u1ea3 \u0111\u1ecbnh v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a ph\u00e2n t\u00edch. T\u00e0i li\u1ec7u minh b\u1ea1ch \u0111\u1ea3m b\u1ea3o r\u1eb1ng nh\u1eefng ng\u01b0\u1eddi kh\u00e1c c\u00f3 th\u1ec3 hi\u1ec3u v\u00e0 t\u00e1i t\u1ea1o ph\u00e2n t\u00edch.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 13: Giao ti\u1ebfp<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Truy\u1ec1n \u0111\u1ea1t nh\u1eefng ph\u00e1t hi\u1ec7n m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 hi\u1ec3u. \u0110i\u1ec1u ch\u1ec9nh c\u00e1ch giao ti\u1ebfp cho ph\u00f9 h\u1ee3p v\u1edbi kh\u00e1n gi\u1ea3, nh\u1ea5n m\u1ea1nh nh\u1eefng hi\u1ec3u bi\u1ebft quan tr\u1ecdng v\u00e0 nh\u1eefng b\u00e0i h\u1ecdc r\u00fat ra c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 14: \u0110\u00e1nh gi\u00e1 v\u00e0 c\u1eadp nh\u1eadt \u0111\u1ecbnh k\u1ef3<\/b><\/p>\n<p><span style=\"font-weight: 400;\">L\u00ean l\u1ecbch \u0111\u00e1nh gi\u00e1 \u0111\u1ecbnh k\u1ef3 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 l\u1ea1i v\u00e0 c\u1eadp nh\u1eadt ph\u00e2n t\u00edch xu h\u01b0\u1edbng. Xu h\u01b0\u1edbng c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n theo th\u1eddi gian v\u00e0 c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean \u0111\u1ea3m b\u1ea3o r\u1eb1ng th\u00f4ng tin chi ti\u1ebft v\u1eabn ph\u00f9 h\u1ee3p.<\/span><\/p>\n<p><b>B\u01b0\u1edbc 15: Ph\u1ea3n h\u1ed3i v\u00e0 h\u1ee3p t\u00e1c<\/b><\/p>\n<p><span style=\"font-weight: 400;\">T\u00ecm ki\u1ebfm ph\u1ea3n h\u1ed3i t\u1eeb c\u00e1c b\u00ean li\u00ean quan v\u00e0 khuy\u1ebfn kh\u00edch s\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m. \u0110\u1ea7u v\u00e0o h\u1ee3p t\u00e1c n\u00e2ng cao t\u00ednh m\u1ea1nh m\u1ebd c\u1ee7a ph\u00e2n t\u00edch.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch l\u00e0m theo c\u00e1c b\u01b0\u1edbc n\u00e0y, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch c\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch xu h\u01b0\u1edbng m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng, d\u1eabn \u0111\u1ebfn nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t d\u1ef1a tr\u00ean c\u00e1c m\u1eabu d\u1eef li\u1ec7u l\u1ecbch s\u1eed.<\/span><\/p>\n<p><strong><b>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/ideascale.com\/vi\/viblog\/quan-ly-du-an-la-gi\/\">Qu\u1ea3n l\u00fd d\u1ef1 \u00e1n l\u00e0 g\u00ec?<\/a><\/b><\/strong><\/p>\n<h2 class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">V\u00ed d\u1ee5 v\u1ec1 ph\u00e2n t\u00edch xu h\u01b0\u1edbng<\/h2>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng tr\u00ean nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1c m\u00f4 h\u00ecnh v\u00e0 thay \u0111\u1ed5i theo th\u1eddi gian. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 v\u00ed d\u1ee5 v\u1ec1 ph\u00e2n t\u00edch xu h\u01b0\u1edbng trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u1ecb tr\u01b0\u1eddng t\u00e0i ch\u00ednh: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch gi\u00e1 c\u1ed5 phi\u1ebfu l\u1ecbch s\u1eed \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u1ed9t c\u00f4ng ty ho\u1eb7c ng\u00e0nh c\u1ee5 th\u1ec3. C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh mua ho\u1eb7c b\u00e1n c\u1ed5 phi\u1ebfu.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ch\u1ec9 s\u1ed1 kinh t\u1ebf: <\/b><span style=\"font-weight: 400;\">Ki\u1ec3m tra t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng GDP trong l\u1ecbch s\u1eed \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng kinh t\u1ebf. Ch\u00ednh ph\u1ee7 v\u00e0 c\u00e1c nh\u00e0 ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch n\u00e0y \u0111\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c t\u00ecnh h\u00ecnh kinh t\u1ebf t\u1ed5ng th\u1ec3 c\u1ee7a m\u1ed9t qu\u1ed1c gia.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>B\u00e1n h\u00e0ng v\u00e0 marketing: <\/b><span style=\"font-weight: 400;\">Theo d\u00f5i d\u1eef li\u1ec7u b\u00e1n h\u00e0ng trong nhi\u1ec1u qu\u00fd \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng theo m\u00f9a ho\u1eb7c nh\u1eefng thay \u0111\u1ed5i trong s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng. C\u00e1c doanh nghi\u1ec7p s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c ti\u1ebfp th\u1ecb v\u00e0 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c cung c\u1ea5p s\u1ea3n ph\u1ea9m.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nghi\u00ean c\u1ee9u kh\u00ed h\u1eadu v\u00e0 m\u00f4i tr\u01b0\u1eddng: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch d\u1eef li\u1ec7u nhi\u1ec7t \u0111\u1ed9 trong nhi\u1ec1u th\u1eadp k\u1ef7 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng kh\u00ed h\u1eadu d\u00e0i h\u1ea1n C\u00e1c nh\u00e0 khoa h\u1ecdc kh\u00ed h\u1eadu s\u1eed d\u1ee5ng ph\u00e2n t\u00edch n\u00e0y \u0111\u1ec3 nghi\u00ean c\u1ee9u c\u00e1c m\u00f4 h\u00ecnh n\u00f3ng l\u00ean ho\u1eb7c l\u00e0m m\u00e1t to\u00e0n c\u1ea7u.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe: <\/b><span style=\"font-weight: 400;\">Nghi\u00ean c\u1ee9u m\u1ee9c \u0111\u1ed9 ph\u1ed5 bi\u1ebfn c\u1ee7a m\u1ed9t c\u0103n b\u1ec7nh c\u1ee5 th\u1ec3 theo th\u1eddi gian \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng v\u00e0 kh\u1ea3 n\u0103ng b\u00f9ng ph\u00e1t. Ph\u00e2n t\u00edch n\u00e0y h\u1ed7 tr\u1ee3 vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch y t\u1ebf c\u00f4ng c\u1ed9ng v\u00e0 ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u00c1p d\u1ee5ng c\u00f4ng ngh\u1ec7: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch t\u1ef7 l\u1ec7 s\u1eed d\u1ee5ng \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh ho\u1eb7c c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c trong nh\u1eefng n\u0103m qua. C\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng v\u00e0 l\u00ean k\u1ebf ho\u1ea1ch ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hi\u1ec7u su\u1ea5t gi\u00e1o d\u1ee5c: <\/b><span style=\"font-weight: 400;\">Ki\u1ec3m tra d\u1eef li\u1ec7u v\u1ec1 th\u00e0nh t\u00edch h\u1ecdc t\u1eadp c\u1ee7a h\u1ecdc sinh \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng v\u1ec1 th\u00e0nh t\u00edch h\u1ecdc t\u1eadp. C\u00e1c tr\u01b0\u1eddng h\u1ecdc v\u00e0 c\u00e1c nh\u00e0 ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch gi\u00e1o d\u1ee5c c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p can thi\u1ec7p c\u00f3 m\u1ee5c ti\u00eau.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nh\u00e2n kh\u1ea9u h\u1ecdc d\u00e2n s\u1ed1: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u00e2n kh\u1ea9u h\u1ecdc qua nhi\u1ec1u th\u1eadp k\u1ef7 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng t\u0103ng tr\u01b0\u1edfng d\u00e2n s\u1ed1, ph\u00e2n b\u1ed5 \u0111\u1ed9 tu\u1ed5i ho\u1eb7c m\u00f4 h\u00ecnh di c\u01b0. Ch\u00ednh ph\u1ee7 s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y \u0111\u1ec3 quy ho\u1ea1ch \u0111\u00f4 th\u1ecb v\u00e0 ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng: <\/b><span style=\"font-weight: 400;\">Theo d\u00f5i m\u1ee9c t\u1ed3n kho v\u00e0 th\u1eddi gian th\u1ef1c hi\u1ec7n \u0111\u01a1n h\u00e0ng theo th\u1eddi gian \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng hi\u1ec7u qu\u1ea3 trong chu\u1ed7i cung \u1ee9ng. C\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng ph\u00e2n t\u00edch n\u00e0y \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a h\u1eadu c\u1ea7n v\u00e0 gi\u1ea3m chi ph\u00ed.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u01b0\u01a1ng t\u00e1c tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch s\u1ed1 li\u1ec7u t\u01b0\u01a1ng t\u00e1c (l\u01b0\u1ee3t th\u00edch, l\u01b0\u1ee3t chia s\u1ebb, b\u00ecnh lu\u1eadn) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i theo th\u1eddi gian \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng v\u1ec1 s\u1edf th\u00edch v\u00e0 h\u00e0nh vi c\u1ee7a kh\u00e1n gi\u1ea3. \u0110\u1ed9i ng\u0169 ti\u1ebfp th\u1ecb s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y \u0111\u1ec3 tinh ch\u1ec9nh c\u00e1c chi\u1ebfn l\u01b0\u1ee3c truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ec9 l\u1ec7 ph\u1ea1m t\u1ed9i: <\/b><span style=\"font-weight: 400;\">Ki\u1ec3m tra d\u1eef li\u1ec7u t\u1ed9i ph\u1ea1m l\u1ecbch s\u1eed \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng t\u1ef7 l\u1ec7 t\u1ed9i ph\u1ea1m \u1edf c\u00e1c khu v\u1ef1c c\u1ee5 th\u1ec3. C\u00e1c c\u01a1 quan th\u1ef1c thi ph\u00e1p lu\u1eadt s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y \u0111\u1ec3 ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c v\u00e0 chi\u1ebfn l\u01b0\u1ee3c ph\u00f2ng ch\u1ed1ng t\u1ed9i ph\u1ea1m.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng trong qu\u00e1 kh\u1ee9 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng s\u1eed d\u1ee5ng. C\u00e1c c\u00f4ng ty ti\u1ec7n \u00edch v\u00e0 c\u00e1c nh\u00e0 ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y cho c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bb\u1ea3o t\u1ed3n v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch n\u0103ng l\u01b0\u1ee3ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>S\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng: <\/b><span style=\"font-weight: 400;\">Theo d\u00f5i m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng theo th\u1eddi gian \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng. C\u00e1c doanh nghi\u1ec7p s\u1eed d\u1ee5ng ph\u00e2n t\u00edch n\u00e0y \u0111\u1ec3 c\u1ea3i thi\u1ec7n v\u00e0 n\u00e2ng cao l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hi\u1ec7u su\u1ea5t c\u1ee7a nh\u00e2n vi\u00ean: <\/b><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch s\u1ed1 li\u1ec7u hi\u1ec7u su\u1ea5t c\u1ee7a nh\u00e2n vi\u00ean theo th\u1eddi gian \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng v\u1ec1 n\u0103ng su\u1ea5t, s\u1ef1 h\u00e0i l\u00f2ng trong c\u00f4ng vi\u1ec7c ho\u1eb7c t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n. B\u1ed9 ph\u1eadn nh\u00e2n s\u1ef1 s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y cho c\u00e1c chi\u1ebfn l\u01b0\u1ee3c qu\u1ea3n l\u00fd nh\u00e2n t\u00e0i.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hi\u1ec7u su\u1ea5t c\u00f4ng ngh\u1ec7: <\/b><span style=\"font-weight: 400;\">Gi\u00e1m s\u00e1t hi\u1ec7u su\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m ho\u1eb7c ph\u1ea7n c\u1ee9ng theo th\u1eddi gian \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng v\u1ec1 \u0111\u1ed9 tin c\u1eady, hi\u1ec7u qu\u1ea3 ho\u1eb7c s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. B\u1ed9 ph\u1eadn CNTT s\u1eed d\u1ee5ng ph\u00e2n t\u00edch n\u00e0y \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a v\u00e0 n\u00e2ng c\u1ea5p h\u1ec7 th\u1ed1ng.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Nh\u1eefng v\u00ed d\u1ee5 n\u00e0y minh h\u1ecda c\u00e1c \u1ee9ng d\u1ee5ng \u0111a d\u1ea1ng c\u1ee7a ph\u00e2n t\u00edch xu h\u01b0\u1edbng trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau, gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t d\u1ef1a tr\u00ean c\u00e1c m\u1eabu d\u1eef li\u1ec7u l\u1ecbch s\u1eed.<\/span><\/p>\n<h2 class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c ph\u00e2n t\u00edch xu h\u01b0\u1edbng trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh<\/h2>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng mang l\u1ea1i m\u1ed9t s\u1ed1 l\u1ee3i \u00edch cho nhi\u1ec1u ng\u00e0nh v\u00e0 l\u0129nh v\u1ef1c kh\u00e1c nhau. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 l\u1ee3i th\u1ebf ch\u00ednh:<\/span><\/p>\n<p><b>1. Ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng cung c\u1ea5p b\u1ed1i c\u1ea3nh l\u1ecbch s\u1eed, cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t d\u1ef1a tr\u00ean c\u00e1c m\u00f4 h\u00ecnh v\u00e0 h\u00e0nh vi trong qu\u00e1 kh\u1ee9. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 gi\u00e1 tr\u1ecb trong vi\u1ec7c ho\u1ea1ch \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c v\u00e0 ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c.<\/span><\/p>\n<p><b>2. D\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng t\u01b0\u01a1ng lai<\/b><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh v\u00e0 hi\u1ec3u r\u00f5 c\u00e1c xu h\u01b0\u1edbng l\u1ecbch s\u1eed, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n nh\u1eefng ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai v\u00e0 chu\u1ea9n b\u1ecb cho nh\u1eefng thay \u0111\u1ed5i ti\u1ec1m n\u0103ng tr\u00ean th\u1ecb tr\u01b0\u1eddng, c\u00f4ng ngh\u1ec7 ho\u1eb7c h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/span><\/p>\n<p><b>3. Qu\u1ea3n l\u00fd r\u1ee7i ro<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng gi\u00fap x\u00e1c \u0111\u1ecbnh v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro b\u1eb1ng c\u00e1ch ph\u00e1t hi\u1ec7n c\u00e1c m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 ch\u1ec9 ra nh\u1eefng th\u00e1ch th\u1ee9c ho\u1eb7c m\u1ed1i \u0111e d\u1ecda ti\u1ec1m \u1ea9n. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c ch\u1ee7 \u0111\u1ed9ng gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 tr\u01b0\u1edbc khi ch\u00fang leo thang.<\/span><\/p>\n<p><b>4. T\u1ed1i \u01b0u h\u00f3a t\u00e0i nguy\u00ean<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Hi\u1ec3u \u0111\u01b0\u1ee3c xu h\u01b0\u1edbng s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean, nhu c\u1ea7u ho\u1eb7c hi\u1ec7u su\u1ea5t cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c t\u1ed1i \u01b0u h\u00f3a t\u00e0i nguy\u00ean c\u1ee7a h\u1ecd hi\u1ec7u qu\u1ea3 h\u01a1n. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho, l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng v\u00e0 quy tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/span><\/p>\n<p><b>5. L\u1eadp k\u1ebf ho\u1ea1ch chi\u1ebfn l\u01b0\u1ee3c:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c chi\u1ebfn l\u01b0\u1ee3c th\u00e2m nh\u1eadp th\u1ecb tr\u01b0\u1eddng, k\u1ebf ho\u1ea1ch ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m v\u00e0 c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bkh\u00e1c ph\u00f9 h\u1ee3p v\u1edbi xu h\u01b0\u1edbng \u0111\u00e3 x\u00e1c \u0111\u1ecbnh.<\/span><\/p>\n<p><b>6. \u0110\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng cung c\u1ea5p c\u01a1 s\u1edf \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a t\u1ed5 ch\u1ee9c, ch\u1eb3ng h\u1ea1n nh\u01b0 b\u00e1n h\u00e0ng, chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb v\u00e0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng. N\u00f3 gi\u00fap \u0111\u00e1nh gi\u00e1 s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200btrong qu\u00e1 kh\u1ee9.<\/span><\/p>\n<p><b>7. D\u1ef1 b\u00e1o \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a d\u1ef1 b\u00e1o b\u1eb1ng c\u00e1ch cung c\u1ea5p quan \u0111i\u1ec3m l\u1ecbch s\u1eed v\u1ec1 c\u00e1c bi\u1ebfn s\u1ed1 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn d\u1ef1 \u0111o\u00e1n. \u0110i\u1ec1u n\u00e0y r\u1ea5t quan tr\u1ecdng cho vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh, d\u1ef1 b\u00e1o nhu c\u1ea7u v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng l\u1eadp m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n kh\u00e1c.<\/span><\/p>\n<p><b>8. Th\u00f4ng tin th\u1ecb tr\u01b0\u1eddng<\/b><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch c\u00e1c xu h\u01b0\u1edbng tr\u00ean th\u1ecb tr\u01b0\u1eddng, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 gi\u00e1 tr\u1ecb v\u1ec1 s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, b\u1ed1i c\u1ea3nh c\u1ea1nh tranh v\u00e0 c\u00e1c c\u01a1 h\u1ed9i m\u1edbi n\u1ed5i. Tr\u00ed th\u00f4ng minh n\u00e0y r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 duy tr\u00ec t\u00ednh c\u1ea1nh tranh v\u00e0 \u0111\u1ed5i m\u1edbi.<\/span><\/p>\n<p><b>9. Ph\u00e1t hi\u1ec7n s\u1edbm v\u1ea5n \u0111\u1ec1<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Xu h\u01b0\u1edbng c\u00f3 th\u1ec3 ti\u1ebft l\u1ed9 nh\u1eefng d\u1ea5u hi\u1ec7u ban \u0111\u1ea7u v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 ho\u1eb7c c\u01a1 h\u1ed9i ti\u1ec1m \u1ea9n. Vi\u1ec7c ph\u00e1t hi\u1ec7n s\u1edbm cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c m\u1ed9t c\u00e1ch ch\u1ee7 \u0111\u1ed9ng v\u00e0 t\u1eadn d\u1ee5ng c\u00e1c c\u01a1 h\u1ed9i m\u1edbi n\u1ed5i tr\u01b0\u1edbc c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh.<\/span><\/p>\n<p><b>10. N\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Hi\u1ec3u \u0111\u01b0\u1ee3c xu h\u01b0\u1edbng trong h\u00e0nh vi v\u00e0 s\u1edf th\u00edch c\u1ee7a kh\u00e1ch h\u00e0ng gi\u00fap \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 v\u00e0 tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n.<\/span><\/p>\n<p><b>11. Chi\u1ebfn l\u01b0\u1ee3c ti\u1ebfp th\u1ecb \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c nh\u00e0 ti\u1ebfp th\u1ecb c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb trong qu\u00e1 kh\u1ee9 v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c chi\u1ebfn l\u01b0\u1ee3c hi\u1ec7u qu\u1ea3. Th\u00f4ng tin n\u00e0y h\u01b0\u1edbng d\u1eabn vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c chi\u1ebfn d\u1ecbch v\u00e0 th\u00f4ng \u0111i\u1ec7p trong t\u01b0\u01a1ng lai.<\/span><\/p>\n<p><b>12. Hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng trong ho\u1ea1t \u0111\u1ed9ng gi\u00fap t\u1ed5 ch\u1ee9c h\u1ee3p l\u00fd h\u00f3a c\u00e1c quy tr\u00ecnh, gi\u1ea3m s\u1ef1 k\u00e9m hi\u1ec7u qu\u1ea3 v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng t\u1ed5ng th\u1ec3. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 t\u0103ng n\u0103ng su\u1ea5t.<\/span><\/p>\n<p><b>13. Tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh<\/b><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 theo d\u00f5i nh\u1eefng thay \u0111\u1ed5i v\u1ec1 y\u00eau c\u1ea7u quy \u0111\u1ecbnh theo th\u1eddi gian. \u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o s\u1ef1 tu\u00e2n th\u1ee7 li\u00ean t\u1ee5c v\u00e0 gi\u00fap d\u1ef1 \u0111o\u00e1n c\u00e1c xu h\u01b0\u1edbng quy \u0111\u1ecbnh trong t\u01b0\u01a1ng lai.<\/span><\/p>\n<p><b>14. C\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c<\/b><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i ti\u1ebfn th\u00f4ng qua ph\u00e2n t\u00edch xu h\u01b0\u1edbng, t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bc\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c. \u0110i\u1ec1u n\u00e0y th\u00fac \u0111\u1ea9y m\u1ed9t n\u1ec1n v\u0103n h\u00f3a \u0111\u1ed5i m\u1edbi v\u00e0 th\u00edch \u1ee9ng.<\/span><\/p>\n<p><b>15. Quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 nh\u00e0 ph\u00e2n t\u00edch t\u00e0i ch\u00ednh s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t l\u1ecbch s\u1eed c\u1ee7a c\u1ed5 phi\u1ebfu, tr\u00e1i phi\u1ebfu v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ea7u t\u01b0 kh\u00e1c. \u0110i\u1ec1u n\u00e0y cung c\u1ea5p th\u00f4ng tin cho c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 v\u00e0 \u0111\u00e1nh gi\u00e1 r\u1ee7i ro.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u00f3ng vai tr\u00f2 l\u00e0 c\u00f4ng c\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb cho c\u00e1c t\u1ed5 ch\u1ee9c \u0111ang t\u00ecm c\u00e1ch th\u00edch \u1ee9ng v\u1edbi m\u00f4i tr\u01b0\u1eddng thay \u0111\u1ed5i, t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro. N\u00f3 t\u0103ng c\u01b0\u1eddng vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c v\u00e0 g\u00f3p ph\u1ea7n v\u00e0o hi\u1ec7u qu\u1ea3 chung c\u1ee7a t\u1ed5 ch\u1ee9c.<\/span><\/p>\n<p><strong><b>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/ideascale.com\/vi\/viblog\/cong-nghe-blockchain-la-gi\/\">C\u00f4ng ngh\u1ec7 Blockchain l\u00e0 g\u00ec?<\/a><\/b><\/strong><\/p>\n<h2 class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng hi\u1ec7u qu\u1ea3 Th\u1ef1c ti\u1ec5n t\u1ed1t nh\u1ea5t<\/h2>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n t\u00edch xu h\u01b0\u1edbng hi\u1ec7u qu\u1ea3 \u0111\u00f2i h\u1ecfi ph\u1ea3i xem x\u00e9t c\u1ea9n th\u1eadn d\u1eef li\u1ec7u, ph\u01b0\u01a1ng ph\u00e1p v\u00e0 di\u1ec5n gi\u1ea3i. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ph\u00e2n t\u00edch xu h\u01b0\u1edbng th\u00e0nh c\u00f4ng:<\/span><\/p>\n<ul>\n<li><b> X\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng: <\/b><span style=\"font-weight: 400;\">Tr\u00ecnh b\u00e0y r\u00f5 r\u00e0ng c\u00e1c m\u1ee5c ti\u00eau c\u1ee7a ph\u00e2n t\u00edch xu h\u01b0\u1edbng. Hi\u1ec3u nh\u1eefng c\u00e2u h\u1ecfi ho\u1eb7c v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 m\u00e0 b\u1ea3n ph\u00e2n t\u00edch h\u01b0\u1edbng t\u1edbi gi\u1ea3i quy\u1ebft, \u0111\u1ea3m b\u1ea3o r\u1eb1ng tr\u1ecdng t\u00e2m v\u1eabn l\u00e0 nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 li\u00ean quan.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Ch\u1ecdn d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p: <\/b><span style=\"font-weight: 400;\">\u0110\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch l\u00e0 ch\u00ednh x\u00e1c, ph\u00f9 h\u1ee3p v\u00e0 mang t\u00ednh \u0111\u1ea1i di\u1ec7n. C\u1ea9n th\u1eadn ch\u1ecdn khung th\u1eddi gian v\u00e0 kho\u1ea3ng th\u1eddi gian \u0111\u1ec3 n\u1eafm b\u1eaft c\u00e1c xu h\u01b0\u1edbng c\u00f3 \u00fd ngh\u0129a.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> L\u00e0m s\u1ea1ch v\u00e0 ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u: <\/b><span style=\"font-weight: 400;\">L\u00e0m s\u1ea1ch ho\u00e0n to\u00e0n v\u00e0 x\u1eed l\u00fd tr\u01b0\u1edbc d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1ea3i quy\u1ebft m\u1ecdi s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n, gi\u00e1 tr\u1ecb b\u1ecb thi\u1ebfu ho\u1eb7c ngo\u1ea1i l\u1ec7. Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u00e1ng tin c\u1eady \u0111\u00f2i h\u1ecfi d\u1eef li\u1ec7u r\u00f5 r\u00e0ng, ch\u1ea5t l\u01b0\u1ee3ng cao.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> \u0110\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u nh\u1ea5t qu\u00e1n: <\/b><span style=\"font-weight: 400;\">Duy tr\u00ec t\u00ednh nh\u1ea5t qu\u00e1n v\u1ec1 \u0111\u1ecbnh d\u1ea1ng v\u00e0 \u0111\u01a1n v\u1ecb d\u1eef li\u1ec7u \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n so s\u00e1nh ch\u00ednh x\u00e1c. Chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u theo thang \u0111o chung n\u1ebfu c\u1ea7n thi\u1ebft.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> S\u1eed d\u1ee5ng tr\u1ef1c quan h\u00f3a: <\/b><span style=\"font-weight: 400;\">S\u1eed d\u1ee5ng tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u nh\u01b0 bi\u1ec3u \u0111\u1ed3, \u0111\u1ed3 th\u1ecb v\u00e0 trang t\u1ed5ng quan \u0111\u1ec3 tr\u00ecnh b\u00e0y xu h\u01b0\u1edbng m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 hi\u1ec3u. Tr\u00ecnh b\u00e0y tr\u1ef1c quan gi\u00fap c\u00e1c b\u00ean li\u00ean quan n\u1eafm b\u1eaft th\u00f4ng tin chi ti\u1ebft m\u1ed9t c\u00e1ch nhanh ch\u00f3ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Xem x\u00e9t nhi\u1ec1u quan \u0111i\u1ec3m: <\/b><span style=\"font-weight: 400;\">Kh\u00e1m ph\u00e1 d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u g\u00f3c \u0111\u1ed9 v\u00e0 quan \u0111i\u1ec3m. Xem x\u00e9t c\u00e1c kh\u00eda c\u1ea1nh, bi\u1ebfn s\u1ed1 ho\u1eb7c nh\u00f3m nh\u1ecf kh\u00e1c nhau \u0111\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c xu h\u01b0\u1edbng s\u1eafc th\u00e1i c\u00f3 th\u1ec3 kh\u00f4ng r\u00f5 r\u00e0ng t\u1eeb m\u1ed9t quan \u0111i\u1ec3m duy nh\u1ea5t.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Bao g\u1ed3m \u0111\u1ea7u v\u00e0o c\u1ee7a c\u00e1c b\u00ean li\u00ean quan: <\/b><span style=\"font-weight: 400;\">Thu h\u00fat c\u00e1c b\u00ean li\u00ean quan tham gia v\u00e0o qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch. Thu th\u1eadp th\u00f4ng tin \u0111\u1ea7u v\u00e0o t\u1eeb c\u00e1c chuy\u00ean gia trong l\u0129nh v\u1ef1c v\u00e0 ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng ph\u00e2n t\u00edch ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau v\u00e0 k\u1ef3 v\u1ecdng c\u1ee7a t\u1ed5 ch\u1ee9c.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch ph\u00f9 h\u1ee3p: <\/b><span style=\"font-weight: 400;\">L\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch ph\u00f9 h\u1ee3p v\u1edbi lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 m\u1ee5c ti\u00eau ph\u00e2n t\u00edch. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea, thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y ho\u1eb7c ph\u00e2n t\u00edch chu\u1ed7i th\u1eddi gian, t\u00f9y thu\u1ed9c v\u00e0o ng\u1eef c\u1ea3nh.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> T\u1eadp trung v\u00e0o c\u00e1c s\u1ed1 li\u1ec7u ch\u00ednh: <\/b><span style=\"font-weight: 400;\">X\u00e1c \u0111\u1ecbnh v\u00e0 \u01b0u ti\u00ean c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) ho\u1eb7c s\u1ed1 li\u1ec7u ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi m\u1ee5c ti\u00eau ph\u00e2n t\u00edch. \u0110i\u1ec1u n\u00e0y gi\u00fap duy tr\u00ec s\u1ef1 t\u1eadp trung v\u00e0 r\u00f5 r\u00e0ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Hi\u1ec3u b\u1ed1i c\u1ea3nh: <\/b><span style=\"font-weight: 400;\">H\u00e3y xem x\u00e9t b\u1ed1i c\u1ea3nh r\u1ed9ng h\u01a1n trong \u0111\u00f3 c\u00e1c xu h\u01b0\u1edbng \u0111ang di\u1ec5n ra. C\u00e1c y\u1ebfu t\u1ed1 b\u00ean ngo\u00e0i, \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng ho\u1eb7c c\u00e1c \u1ea3nh h\u01b0\u1edfng kh\u00e1c c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn xu h\u01b0\u1edbng v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c t\u00ednh \u0111\u1ebfn.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> C\u1eadp nh\u1eadt \u0111\u1ecbnh k\u1ef3: <\/b><span style=\"font-weight: 400;\">Xu h\u01b0\u1edbng c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n theo th\u1eddi gian, v\u00ec v\u1eady h\u00e3y l\u00ean l\u1ecbch c\u1eadp nh\u1eadt \u0111\u1ecbnh k\u1ef3 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 l\u1ea1i v\u00e0 tinh ch\u1ec9nh ph\u00e2n t\u00edch. Th\u01b0\u1eddng xuy\u00ean xem l\u1ea1i d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1eabn c\u00f3 li\u00ean quan v\u00e0 ch\u00ednh x\u00e1c.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Gi\u1ea3 \u0111\u1ecbnh v\u00e0 h\u1ea1n ch\u1ebf v\u1ec1 t\u00e0i li\u1ec7u: <\/b><span style=\"font-weight: 400;\">Ghi l\u1ea1i r\u00f5 r\u00e0ng m\u1ecdi gi\u1ea3 \u0111\u1ecbnh \u0111\u01b0\u1ee3c \u0111\u01b0a ra trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch v\u00e0 th\u1eeba nh\u1eadn nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a n\u00f3. S\u1ef1 minh b\u1ea1ch v\u1ec1 qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch s\u1ebd n\u00e2ng cao \u0111\u1ed9 tin c\u1eady c\u1ee7a c\u00e1c ph\u00e1t hi\u1ec7n.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> X\u00e1c th\u1ef1c k\u1ebft qu\u1ea3: <\/b><span style=\"font-weight: 400;\">X\u00e1c th\u1ef1c c\u00e1c xu h\u01b0\u1edbng v\u00e0 m\u1eabu b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u1ed9c l\u1eadp ho\u1eb7c \u0111i\u1ec3m chu\u1ea9n b\u00ean ngo\u00e0i. \u0110i\u1ec1u n\u00e0y gi\u00fap kh\u1eb3ng \u0111\u1ecbnh \u0111\u1ed9 tin c\u1eady c\u1ee7a k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Giao ti\u1ebfp hi\u1ec7u qu\u1ea3: <\/b><span style=\"font-weight: 400;\">Truy\u1ec1n \u0111\u1ea1t k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch xu h\u01b0\u1edbng m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn. \u0110i\u1ec1u ch\u1ec9nh c\u00e1ch giao ti\u1ebfp cho ph\u00f9 h\u1ee3p v\u1edbi kh\u00e1n gi\u1ea3, nh\u1ea5n m\u1ea1nh nh\u1eefng hi\u1ec3u bi\u1ebft quan tr\u1ecdng v\u00e0 nh\u1eefng b\u00e0i h\u1ecdc r\u00fat ra c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b> Khuy\u1ebfn kh\u00edch h\u1ee3p t\u00e1c: <\/b><span style=\"font-weight: 400;\">Th\u00fac \u0111\u1ea9y s\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m v\u00e0 c\u00e1c b\u00ean li\u00ean quan. S\u1ef1 h\u1ee3p t\u00e1c \u0111\u1ea3m b\u1ea3o m\u1ed9t quan \u0111i\u1ec3m \u0111a d\u1ea1ng v\u00e0 gi\u00fap x\u00e1c nh\u1eadn nh\u1eefng ph\u00e1t hi\u1ec7n th\u00f4ng qua chuy\u00ean m\u00f4n t\u1eadp th\u1ec3.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch l\u00e0m theo nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t n\u00e0y, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch xu h\u01b0\u1edbng c\u00f3 \u00fd ngh\u0129a v\u00e0 \u0111\u00e1ng tin c\u1eady, d\u1eabn \u0111\u1ebfn nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng nh\u1eb1m h\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch chi\u1ebfn l\u01b0\u1ee3c s\u00e1ng su\u1ed1t.<\/span><\/p>\n<p><strong><b>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/ideascale.com\/vi\/viblog\/su-tham-gia-cua-cong-dong-la-gi\/\">T\u01b0\u01a1ng t\u00e1c c\u1ed9ng \u0111\u1ed3ng l\u00e0 g\u00ec?<\/a><\/b><\/strong><\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":72,"featured_media":82739,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4437],"tags":[],"contributor":[4618],"class_list":["post-82738","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-viblog","contributor-nick-jain-vi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ph\u00e2n t\u00edch xu h\u01b0\u1edbng l\u00e0 g\u00ec? \u0110\u1ecbnh ngh\u0129a, c\u00e1c b\u01b0\u1edbc, v\u00ed d\u1ee5, l\u1ee3i \u00edch v\u00e0 ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t<\/title>\n<meta name=\"description\" content=\"Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea v\u00e0 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng ho\u1eb7c thay \u0111\u1ed5i d\u1eef li\u1ec7u theo th\u1eddi gian. T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1c b\u01b0\u1edbc ph\u00e2n t\u00edch xu h\u01b0\u1edbng, v\u00ed d\u1ee5, l\u1ee3i \u00edch v\u00e0 c\u00e1ch th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ph\u00e2n t\u00edch xu h\u01b0\u1edbng l\u00e0 g\u00ec? \u0110\u1ecbnh ngh\u0129a, c\u00e1c b\u01b0\u1edbc, v\u00ed d\u1ee5, l\u1ee3i \u00edch v\u00e0 ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t\" \/>\n<meta property=\"og:description\" content=\"Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea v\u00e0 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng ho\u1eb7c thay \u0111\u1ed5i d\u1eef li\u1ec7u theo th\u1eddi gian. T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1c b\u01b0\u1edbc ph\u00e2n t\u00edch xu h\u01b0\u1edbng, v\u00ed d\u1ee5, l\u1ee3i \u00edch v\u00e0 c\u00e1ch th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/\" \/>\n<meta property=\"og:site_name\" content=\"IdeaScale\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ideascale\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-30T21:00:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-20T10:18:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ideascale.com\/wp-content\/uploads\/2023\/11\/Trend-Analysis.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"427\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Moinul Alam\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ideascale\" \/>\n<meta name=\"twitter:site\" content=\"@ideascale\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Moinul Alam\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"31 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/\"},\"author\":{\"name\":\"Moinul Alam\",\"@id\":\"http:\/\/ideascale.com\/vi\/#\/schema\/person\/548a157b52ddaa368a8914d8e36b8373\"},\"headline\":\"Ph\u00e2n t\u00edch xu h\u01b0\u1edbng l\u00e0 g\u00ec? \u0110\u1ecbnh ngh\u0129a, c\u00e1c b\u01b0\u1edbc, v\u00ed d\u1ee5, l\u1ee3i \u00edch v\u00e0 ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t\",\"datePublished\":\"2023-11-30T21:00:15+00:00\",\"dateModified\":\"2024-06-20T10:18:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/\"},\"wordCount\":6189,\"publisher\":{\"@id\":\"http:\/\/ideascale.com\/vi\/#organization\"},\"image\":{\"@id\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ideascale.com\/wp-content\/uploads\/2023\/11\/Trend-Analysis.jpg\",\"articleSection\":[\"viblog\"],\"inLanguage\":\"vi-VN\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/\",\"url\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/\",\"name\":\"Ph\u00e2n t\u00edch xu h\u01b0\u1edbng l\u00e0 g\u00ec? \u0110\u1ecbnh ngh\u0129a, c\u00e1c b\u01b0\u1edbc, v\u00ed d\u1ee5, l\u1ee3i \u00edch v\u00e0 ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t\",\"isPartOf\":{\"@id\":\"http:\/\/ideascale.com\/vi\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/ideascale.com\/vi\/viblog\/phan-tich-xu-huong-la-gi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ideascale.com\/wp-content\/uploads\/2023\/11\/Trend-Analysis.jpg\",\"datePublished\":\"2023-11-30T21:00:15+00:00\",\"dateModified\":\"2024-06-20T10:18:57+00:00\",\"description\":\"Ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea v\u00e0 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng ho\u1eb7c thay \u0111\u1ed5i d\u1eef li\u1ec7u theo th\u1eddi gian. 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