【洋码头关键词获取商品列表技术解析】

news2024/11/17 17:53:35

    洋码头关键词获取商品列表功能简介 洋码头的关键词获取商品列表功能是为了满足用户的个性化需求,提供更精准、更有针对性的商品推荐。用户可以输入关键词搜索,系统会根据关键词从海量的商品库中筛选出相关的商品列表,从而使用户更容易找到所需商品。

二、关键词获取商品列表的技术实现

  1. 数据收集与预处理:
    • 洋码头通过爬虫技术从各类数据源获取商品信息,包括商品标题、描述、标签等。
    • 对获取到的商品数据进行清洗、去重和分类,构建商品数据库。
  2. 关键词匹配与搜索算法:
    • 在用户输入关键词后,系统会将关键词与商品数据库中的商品信息进行匹配。
    • 可采用TF-IDF、BM25等搜索算法,计算关键词在商品标题、描述等文本中的权重,并按照权重进行排序。
  3. 推荐系统与个性化排序:
    • 根据用户的历史行为、购买记录和个人喜好,构建用户画像,包括用户兴趣标签、商品偏好等。
    • 通过协同过滤、内容过滤等算法,推荐与用户兴趣相关的商品,并根据商品的热度、销售情况等进行个性化排序。
  4. 实时性与缓存技术:
    • 为了提高搜索响应速度,可以通过缓存技术将热门商品信息存储在内存中,减少数据库查询时间。
    • 利用实时索引技术,可以实时更新商品信息,保证用户获取到最新的商品列表。

三、优化关键词获取商品列表的方法

  1. 引入机器学习和深度学习技术,对用户的搜索行为和商品信息进行分析和挖掘,提高商品推荐的精准性。
  2. 引入图像识别技术,实现通过图片搜索商品的功能,提升用户体验。
  3. 利用自然语言处理技术,对商品标题和描述进行情感分析和关键词提取,增加搜索结果的准确性和多样性。
  4. 结合用户评价和评论信息,对商品进行用户评级和排序,提供更可信、更有参考价值的商品列表。

点击获取key和secret

洋码头根据关键词取商品列表 API 返回值说明

请求参数

请求参数:q=连衣裙&start_price=0&end_price=0&page=1&cat=0&discount_only=&sort=&page_size=&seller_info=&nick=&ppath=&imgid=&filter=

参数说明:q:关键词,没有其他参数

API 返回结果


---------------------------------------
Result Object:
---------------------------------------
{
	"items": {
		"item": [
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				"title": "BGK秋季新款长袖碎花裙法式方领前开叉抽绳复古气质印花连衣裙女",
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				"promotion_price": "",
				"price": 189,
				"sales": 0,
				"num_iid": "p18905155",
				"sample_id": "",
				"seller_nick": "明洞购物城",
				"seller_pic": "http://pic2.ymatou.com/2022/08/15/19/0469c191-4f42-4740-b7ca-694d8d50e110_1_1_o.jpg",
				"area": "进口贸易",
				"post_fee": "",
				"detail_url": "https://www.ymatou.com/product/p18905155.html"
			},
			{
				"title": "BGK杨颖同款法式复古白色法单气质无袖连衣裙女夏季ins潮流仙女裙",
				"pic_url": "http://pic1.ymatou.com/G04/shangou/M08/A9/2C/CgzUCmCkqJ-ALKH1AAMxRCAbK6E402_1_1_n_w_o.jpg",
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				"price": 259,
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				"num_iid": "p16271651",
				"sample_id": "",
				"seller_nick": "明洞购物城",
				"seller_pic": "http://pic2.ymatou.com/2022/08/15/19/0469c191-4f42-4740-b7ca-694d8d50e110_1_1_o.jpg",
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			{
				"title": "国现Self Portrait 年会战袍奶油色优雅钻饰长袖蕾丝连衣裙长裙",
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				"post_fee": "",
				"detail_url": "https://www.ymatou.com/product/p22057247.html"
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			{
				"title": "LACOSTE法国鳄鱼女士经典简约短袖Polo衫连衣裙 潮",
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				"detail_url": "https://www.ymatou.com/product/p21977158.html"
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			{
				"title": "RED 华伦天奴秀款黑色蕾丝网纱性感短袖礼服裙连衣裙女裙子",
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				"detail_url": "https://www.ymatou.com/product/p3516748.html"
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			{
				"title": "Blugirl 蓝色少女春夏女款暗红色酒红色翻领钉珠长袖连衣裙女裙子",
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				"post_fee": "",
				"detail_url": "https://www.ymatou.com/product/p3719494.html"
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			{
				"title": "Puma彪马宝马联合出品女士拼色时尚潮流连衣裙",
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				"detail_url": "https://www.ymatou.com/product/p25967156.html"
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			{
				"title": "国现Self Portrai 超美白色蕾丝泡泡袖V领连衣裙 长裙",
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			{
				"title": "韩国MLB 女款刺绣logo老花满印运动连衣裙休闲潮23春夏新款POLO",
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			{
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			},
			{
				"title": "Tommy Hilfiger 汤米女装 女士经典款polo裙 连衣裙XS",
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			},
			{
				"title": "BGK 2021夏季新款甜美收腰初恋桔梗裙女小清新碎花少女感连衣裙女",
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			{
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			},
			{
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			{
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				"post_fee": "",
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			},
			{
				"title": "国现Self Portrait  新款超仙女白色立体花朵连衣裙",
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				"area": "意大利",
				"post_fee": "",
				"detail_url": "https://www.ymatou.com/product/p17159794.html"
			},
			{
				"title": "Self Portrait 纯净白蕾丝水钻v领连衣裙长裙",
				"pic_url": "http://pic2.ymatou.com/2021/08/09/07/0bf29011-4ede-48b3-86f1-733528bdf927_281_375_n_w_o.jpg",
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				"area": "意大利",
				"post_fee": "",
				"detail_url": "https://www.ymatou.com/product/p18262127.html"
			},
			{
				"title": "LV 波点连衣裙 22春季黑色荷叶边圆领链条装饰连衣裙 1A9Y2A",
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