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There are barriers like having little knowledge and insufficient feedback about our choice. To cater for this urgent need for personalisation we have also come up with a collaborative filtering method combined with constitution and what people tell us about themselves (our own experiences). To improve scientific selection, recommend better and satisfy more users with the combination of herbal knowledge, drink information, constitution assessment, which can serve both ordinary people as well as administrators.<\/p>\n<p>This system was made in python with django framework and mysql database, this also use Collaborative Filtering for personal recommendation. The interface is composed of an interface for regular people and a section that manages things. The user functions are: know about herbs, look at drink info, do constitution check, give feedback, get personal suggestion; Administrator functions have: manage classification, edit information, appraise feedback, analyze data. Workflow: get all the makeing of 1 people &#043; his feed back for personal reco by colaboarteive filter. The experimental results show the improvement in recommending and user satisfaction, it has great practical significance in the field of chinese herbal beverages.<\/p>\n<\/p>\n<p>Key words:Herbal beverage recommendation;Collaborative filtering;Constitution assessment;Django<\/p>\n<p>\u76ee\u5f55<\/p>\n<p>\u6458\u8981 <\/p>\n<p>Abstract <\/p>\n<p>2 \u7eea\u8bba <\/p>\n<p>2.1 \u7814\u7a76\u80cc\u666f\u548c\u610f\u4e49 <\/p>\n<p>2.2 \u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6 <\/p>\n<p>2.2.1 \u56fd\u5185\u7814\u7a76\u73b0\u72b6 <\/p>\n<p>2.2.2 \u56fd\u5916\u7814\u7a76\u73b0\u72b6 <\/p>\n<p>2.3 \u4e3b\u8981\u7814\u7a76\u5185\u5bb9 <\/p>\n<p>3 \u76f8\u5173\u6280\u672f\u4ecb\u7ecd <\/p>\n<p>3.1 Python <\/p>\n<p>3.2 Django <\/p>\n<p>3.3 MySQL <\/p>\n<p>3.4 \u534f\u540c\u8fc7\u6ee4\u7b97\u6cd5 <\/p>\n<p>4 \u7cfb\u7edf\u9700\u6c42\u5206\u6790 <\/p>\n<p>4.1 \u53ef\u884c\u6027\u5206\u6790 <\/p>\n<p>4.1.1 \u6280\u672f\u53ef\u884c\u6027 <\/p>\n<p>4.1.2 \u64cd\u4f5c\u53ef\u884c\u6027 <\/p>\n<p>4.1.3 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loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"645\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260803015713-6a6ff579aba84.png\" width=\"1256\" \/><\/p>\n<p>\u56fe5-1 \u4e2d\u836f\u77e5\u8bc6\u5b66\u4e60\u754c\u9762<\/p>\n<p>5.1.2\u836f\u996e\u6599\u4fe1\u606f\u67e5\u770b\u529f\u80fd\u5b9e\u73b0<\/p>\n<p>\u836f\u996e\u6599\u4fe1\u606f\u67e5\u770b\u529f\u80fd\u4e3b\u8981\u662f\u5bf9\u836f\u996e\u5bf9\u5e94\u7684\u6838\u5fc3\u4fe1\u606f\u8fdb\u884c\u53ef\u89c6\u5316\u5c55\u793a&#xff0c;\u666e\u901a\u7528\u6237\u53ef\u68c0\u7d22\u7cfb\u7edf\u4e2d\u7684\u836f\u996e\u6761\u76ee\u4fe1\u606f\u3002\u8be5\u529f\u80fd\u5b9e\u73b0\u836f\u996e\u4fe1\u606f\u7684\u7edf\u4e00\u68c0\u7d22\u4e0e\u5448\u73b0\u64cd\u4f5c\u3002\u836f\u996e\u6599\u4fe1\u606f\u67e5\u770b\u754c\u9762\u5982\u56fe5-2\u6240\u793a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"645\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260803015714-6a6ff57a1c8c0.png\" width=\"1256\" \/><\/p>\n<p>\u56fe5-2 \u836f\u996e\u6599\u4fe1\u606f\u67e5\u770b\u754c\u9762<\/p>\n<p>5.1.3\u836f\u996e\u4f53\u9a8c\u53cd\u9988\u529f\u80fd\u5b9e\u73b0<\/p>\n<p>\u836f\u996e\u4f53\u9a8c\u53cd\u9988\u529f\u80fd\u4e3b\u8981\u662f\u5bf9\u7528\u6237\u836f\u996e\u611f\u53d7\u8fdb\u884c\u6536\u96c6\u4e0e\u7ba1\u7406&#xff0c;\u666e\u901a\u7528\u6237\u80fd\u591f\u63d0\u4ea4\u4e2a\u4eba\u996e\u7528\u4f53\u9a8c\u8bb0\u5f55\u3002\u7cfb\u7edf\u5bf9\u53cd\u9988\u5185\u5bb9\u8fdb\u884c\u6709\u6548\u5f52\u6863\u548c\u72b6\u6001\u66f4\u65b0\u3002\u836f\u996e\u4f53\u9a8c\u53cd\u9988\u754c\u9762\u5982\u56fe5-3\u6240\u793a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"636\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260803015714-6a6ff57a80a30.png\" width=\"1256\" \/><\/p>\n<p>\u56fe5-3 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