Recommendation method and device, electronic device and readable storage medium
A recommendation method and normalization technology, applied in the field of recommendation, can solve the problem that the products are not accurate and poor, and can only recommend users to browse or the popularity is relatively high, so as to reduce the time-consuming effect.
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Embodiment 1
[0030] refer to figure 1 , which shows a flow chart of the steps of a recommended method embodiment of the present disclosure, which may specifically include the following steps:
[0031] Step 101, obtaining the historical information of the user;
[0032] In the field of product recommendation for users, recommendations are usually made based on the user's historical behavior data and the corresponding product characteristics, requiring the user to have a clear target product, and the embodiments of the present disclosure are based on the user's historical information, such as including historical One or more of browsing information, historical consumption information, and historical subscription information. Taking historical subscription information as an example, filtering the user's shopping intention from the user's historical subscription information is pan-concept commodity information, and pan-concept commodity generally refers to a certain There are three categories...
Embodiment 2
[0050] refer to figure 2 , which shows a flow chart of the steps of a recommended method embodiment of the present disclosure, which may specifically include the following steps:
[0051] Step 201, obtaining user's historical information;
[0052] This step is the same as step 101 and will not be described in detail here.
[0053] Step 202, the historical information includes one or more of historical browsing information, historical search information, historical subscription information, historical consumption information, and historical consumption cycle, then according to the historical information, determine the key needs of the user steps, including:
[0054] Sub-step S1, obtaining browsing keywords and historical browsing volumes corresponding to the browsing keywords according to the historical browsing information;
[0055] and / or,
[0056] Sub-step S2, obtaining search keywords and historical search frequencies corresponding to the search keywords according to...
Embodiment 3
[0114] refer to image 3 , which shows a structural block diagram of a recommended device embodiment of the present disclosure, and may specifically include the following modules:
[0115] A historical information acquisition module 301, configured to acquire the user's historical information;
[0116] A key demand determining module 302, configured to determine the key demand of the user according to the historical information;
[0117] Candidate Commodity Extraction Module 303, configured to extract candidate commodities that match the key requirements in the preset merchant list database;
[0118] Commodity sales information extraction module 304, configured to extract the commodity sales information of the candidate commodities;
[0119] A cost-effective index determination module 305, configured to obtain a commodity sales cost-effective index that meets the key requirements according to the commodity sales information;
[0120] The product display module 306 is config...
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