• <pre id="iew84"></pre>
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  • \n

    歡迎來(lái)到Webman購(gòu)物應(yīng)用<\/h1>\n<\/body>\n<\/html><\/pre>

    The code for the product list template (product_list.html) is as follows: <\/p>

    \n\n\n    Webman購(gòu)物應(yīng)用<\/title>\n<\/head>\n<body>
    <h1><a href="http://ipnx.cn/">亚洲国产日韩欧美一区二区三区,精品亚洲国产成人av在线,国产99视频精品免视看7,99国产精品久久久久久久成人热,欧美日韩亚洲国产综合乱</a></h1>\n    <h1>產(chǎn)品列表<\/h1>\n    <ul>\n        {% for product in products %}\n        <li><a href=\"\/product\/{{ product.id }}\/\">{{ product.name }}<\/a><\/li>\n        {% endfor %}\n    <\/ul>\n<\/body>\n<\/html><\/pre><p>Product details template The code of (product_detail.html) is as follows: <\/p><pre class='brush:php;toolbar:false;'><!DOCTYPE html>\n<html>\n<head>\n    <title>Webman購(gòu)物應(yīng)用<\/title>\n<\/head>\n<body>\n    <h1>{{ product.name }}<\/h1>\n    <p>{{ product.description }}<\/p>\n    <p>價(jià)格:{{ product.price }}<\/p>\n<\/body>\n<\/html><\/pre><p>Now, we can build a basic shopping website. Next, let's start implementing a powerful recommendation engine. <\/p><p>The core of the recommendation engine is to recommend related products to users based on their preferences and behaviors. Below is a simple sample code for building a recommendation engine based on user preferences. <\/p><pre class='brush:php;toolbar:false;'>from .models import Product, UserBehavior\n\ndef recommend_products(user_id):\n    user_behavior = UserBehavior.objects.filter(user_id=user_id)\n    viewed_products = user_behavior.filter(action='view')\n    bought_products = user_behavior.filter(action='buy')\n\n    similar_users = []\n\n    for bought_product in bought_products:\n        users = UserBehavior.objects.filter(product_id=bought_product.product_id, action='buy').exclude(user_id=user_id)\n        similar_users.extend(users)\n\n    recommended_products = []\n\n    for similar_user in similar_users:\n        products = UserBehavior.objects.filter(user_id=similar_user.user_id, action='view').exclude(product__in=viewed_products)\n        recommended_products.extend(products)\n\n    return recommended_products<\/pre><p>In the above code, we first obtain the user's browsing and purchase records, and then find similar users based on other users' purchase behavior of the same product. Finally, recommendations are made to the current user based on the browsing behavior of similar users. <\/p>\n<p>The above is just a simple sample code, the actual recommendation engine will be more complex. Machine learning algorithms and user behavior models can be used to improve recommendation effects. <\/p>\n<p>With the above code example, we can build a shopping website Webman with a powerful recommendation engine. Users can get personalized product recommendations based on their interests and needs. This will greatly enhance the user's shopping experience and increase the likelihood of purchase. <\/p>\n<p>We hope that the shopping application guidelines described in this article will be helpful to readers who develop shopping websites with powerful recommendation engines. I wish readers can build excellent shopping applications to meet user needs. <\/p>"}	</script>
    	
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    						<span>Building a Shopping Website with a Powerful Recommendation Engine: Webman's Guide to Shopping Applications</span>
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    							<h1 class="Articlelist_txts_title">Building a Shopping Website with a Powerful Recommendation Engine: Webman's Guide to Shopping Applications</h1>
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    							<span id="wjcelcm34c"    class="Articlelist_txts_time">Aug 25, 2023 am	 10:13 AM</span>
    															<div   id="wjcelcm34c"   class="Articlelist_txts_infos">
    																			<span id="wjcelcm34c"    class="Articlelist_txts_infoss on">Recommendation engine</span>
    																			<span id="wjcelcm34c"    class="Articlelist_txts_infoss ">shopping website</span>
    																			<span id="wjcelcm34c"    class="Articlelist_txts_infoss ">webman shopping app</span>
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    					<p><img src="/static/imghw/default1.png" data-src="https://img.php.cn/upload/article/000/887/227/169292963496994.jpg" class="lazy" alt="Building a Shopping Website with a Powerful Recommendation Engine: Webmans Guide to Shopping Applications"></p>
    <p>Building a shopping website with a powerful recommendation engine: Webman’s Shopping Application Guide</p>
    <p>With the rapid development of the Internet, the way of online shopping has become a part of modern people’s lives. An important part of. In order to allow users to have a better shopping experience, a shopping website with a powerful recommendation engine is essential. In this article, we'll cover how to build a shopping app called Webman that features a great recommendation engine. </p>
    <p>First of all, we need to build the basic framework of the website. We can use Python's Django framework to quickly build a stable shopping website. The following is a simple sample code used to build the basic framework of a shopping website: </p><pre class='brush:php;toolbar:false;'>from django.urls import path
    from . import views
    
    urlpatterns = [
        path('', views.home, name='home'),
        path('products/', views.product_list, name='product_list'),
        path('product/<int:product_id>/', views.product_detail, name='product_detail'),
    ]</pre><p>In the above code, we define three paths: homepage, product list, and product details. Next, we need to define the corresponding view functions to handle these paths. </p><pre class='brush:php;toolbar:false;'>from django.shortcuts import render
    from .models import Product
    
    def home(request):
        return render(request, 'home.html')
    
    def product_list(request):
        products = Product.objects.all()
        return render(request, 'product_list.html', {'products': products})
    
    def product_detail(request, product_id):
        product = Product.objects.get(pk=product_id)
        return render(request, 'product_detail.html', {'product': product})</pre><p>In the above code, we associate the template file with the view function through Django's <code>render</code> function. Next, we need to define the corresponding template file to render the page. </p><p>The code for the homepage template (home.html) is as follows: </p><pre class='brush:php;toolbar:false;'><!DOCTYPE html>
    <html>
    <head>
        <title>Webman購(gòu)物應(yīng)用</title>
    </head>
    <body>
        <h1>歡迎來(lái)到Webman購(gòu)物應(yīng)用</h1>
    </body>
    </html></pre><p>The code for the product list template (product_list.html) is as follows: </p><pre class='brush:php;toolbar:false;'><!DOCTYPE html>
    <html>
    <head>
        <title>Webman購(gòu)物應(yīng)用</title>
    </head>
    <body>
        <h1>產(chǎn)品列表</h1>
        <ul>
            {% for product in products %}
            <li><a href="/product/{{ product.id }}/">{{ product.name }}</a></li>
            {% endfor %}
        </ul>
    </body>
    </html></pre><p>Product details template The code of (product_detail.html) is as follows: </p><pre class='brush:php;toolbar:false;'><!DOCTYPE html>
    <html>
    <head>
        <title>Webman購(gòu)物應(yīng)用</title>
    </head>
    <body>
        <h1>{{ product.name }}</h1>
        <p>{{ product.description }}</p>
        <p>價(jià)格:{{ product.price }}</p>
    </body>
    </html></pre><p>Now, we can build a basic shopping website. Next, let's start implementing a powerful recommendation engine. </p><p>The core of the recommendation engine is to recommend related products to users based on their preferences and behaviors. Below is a simple sample code for building a recommendation engine based on user preferences. </p><pre class='brush:php;toolbar:false;'>from .models import Product, UserBehavior
    
    def recommend_products(user_id):
        user_behavior = UserBehavior.objects.filter(user_id=user_id)
        viewed_products = user_behavior.filter(action='view')
        bought_products = user_behavior.filter(action='buy')
    
        similar_users = []
    
        for bought_product in bought_products:
            users = UserBehavior.objects.filter(product_id=bought_product.product_id, action='buy').exclude(user_id=user_id)
            similar_users.extend(users)
    
        recommended_products = []
    
        for similar_user in similar_users:
            products = UserBehavior.objects.filter(user_id=similar_user.user_id, action='view').exclude(product__in=viewed_products)
            recommended_products.extend(products)
    
        return recommended_products</pre><p>In the above code, we first obtain the user's browsing and purchase records, and then find similar users based on other users' purchase behavior of the same product. Finally, recommendations are made to the current user based on the browsing behavior of similar users. </p>
    <p>The above is just a simple sample code, the actual recommendation engine will be more complex. Machine learning algorithms and user behavior models can be used to improve recommendation effects. </p>
    <p>With the above code example, we can build a shopping website Webman with a powerful recommendation engine. Users can get personalized product recommendations based on their interests and needs. This will greatly enhance the user's shopping experience and increase the likelihood of purchase. </p>
    <p>We hope that the shopping application guidelines described in this article will be helpful to readers who develop shopping websites with powerful recommendation engines. I wish readers can build excellent shopping applications to meet user needs. </p><p>The above is the detailed content of Building a Shopping Website with a Powerful Recommendation Engine: Webman's Guide to Shopping Applications. For more information, please follow other related articles on the PHP Chinese website!</p>
    
    
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