洋碼頭關鍵詞獲取商品列表功能簡介 洋碼頭的關鍵詞獲取商品列表功能是為了滿足用戶的個性化需求，提供更精準、更有針對性的商品推薦。用戶可以輸入關鍵詞搜索，系統(tǒng)會根據(jù)關鍵詞從海量的商品庫中篩選出相關的商品列表，從而使用戶更容易找到所需商品。

二、關鍵詞獲取商品列表的技術實現(xiàn)

??? 數(shù)據(jù)收集與預處理：
??????? 洋碼頭通過爬蟲技術從各類數(shù)據(jù)源獲取商品信息，包括商品標題、描述、標簽等。
??????? 對獲取到的商品數(shù)據(jù)進行清洗、去重和分類，構建商品數(shù)據(jù)庫。
??? 關鍵詞匹配與搜索算法：
??????? 在用戶輸入關鍵詞后，系統(tǒng)會將關鍵詞與商品數(shù)據(jù)庫中的商品信息進行匹配。
??????? 可采用TF-IDF、BM25等搜索算法，計算關鍵詞在商品標題、描述等文本中的權重，并按照權重進行排序。
??? 推薦系統(tǒng)與個性化排序：
??????? 根據(jù)用戶的歷史行為、購買記錄和個人喜好，構建用戶畫像，包括用戶興趣標簽、商品偏好等。
??????? 通過協(xié)同過濾、內容過濾等算法，推薦與用戶興趣相關的商品，并根據(jù)商品的熱度、銷售情況等進行個性化排序。
??? 實時性與緩存技術：
??????? 為了提高搜索響應速度，可以通過緩存技術將熱門商品信息存儲在內存中，減少數(shù)據(jù)庫查詢時間。
??????? 利用實時索引技術，可以實時更新商品信息，保證用戶獲取到最新的商品列表。

三、優(yōu)化關鍵詞獲取商品列表的方法

??? 引入機器學習和深度學習技術，對用戶的搜索行為和商品信息進行分析和挖掘，提高商品推薦的精準性。
??? 引入圖像識別技術，實現(xiàn)通過圖片搜索商品的功能，提升用戶體驗。
??? 利用自然語言處理技術，對商品標題和描述進行情感分析和關鍵詞提取，增加搜索結果的準確性和多樣性。
??? 結合用戶評價和評論信息，對商品進行用戶評級和排序，提供更可信、更有參考價值的商品列表。

洋碼頭根據(jù)關鍵詞取商品列表 API 返回值說明

請求參數(shù)

請求參數(shù)：q=連衣裙&start_price=0&end_price=0&page=1&cat=0&discount_only=&sort=&page_size=&seller_info=&nick=&ppath=&imgid=&filter=

參數(shù)說明：q:關鍵詞,沒有其他參數(shù)

API 返回結果

?
---------------------------------------
Result Object:
---------------------------------------
{
?? ?"items": {
?? ??? ?"item": [
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "BGK秋季新款長袖碎花裙法式方領前開叉抽繩復古氣質印花連衣裙女",
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?? ??? ??? ??? ?"price": 189,
?? ??? ??? ??? ?"sales": 0,
?? ??? ??? ??? ?"num_iid": "p18905155",
?? ??? ??? ??? ?"sample_id": "",
?? ??? ??? ??? ?"seller_nick": "明洞購物城",
?? ??? ??? ??? ?"seller_pic": "http://pic2.ymatou.com/2022/08/15/19/0469c191-4f42-4740-b7ca-694d8d50e110_1_1_o.jpg",
?? ??? ??? ??? ?"area": "進口貿易",
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?? ??? ??? ?},
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?? ??? ??? ??? ?"title": "BGK楊穎同款法式復古白色法單氣質無袖連衣裙女夏季ins潮流仙女裙",
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?? ??? ??? ??? ?"num_iid": "p16271651",
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?? ??? ??? ??? ?"seller_nick": "明洞購物城",
?? ??? ??? ??? ?"seller_pic": "http://pic2.ymatou.com/2022/08/15/19/0469c191-4f42-4740-b7ca-694d8d50e110_1_1_o.jpg",
?? ??? ??? ??? ?"area": "進口貿易",
?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p16271651.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "國現(xiàn)Self Portrait 年會戰(zhàn)袍奶油色優(yōu)雅鉆飾長袖蕾絲連衣裙長裙",
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?? ??? ??? ??? ?"seller_pic": "http://pic1.ymatou.com/G02/M01/87/FB/CgvUA1qrFLWAfIPyAAMS2WmCEfg510_1_1_o.jpg",
?? ??? ??? ??? ?"area": "意大利",
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?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p22057247.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "LACOSTE法國鱷魚女士經(jīng)典簡約短袖Polo衫連衣裙 潮",
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?? ??? ??? ??? ?"seller_nick": "北美放心購",
?? ??? ??? ??? ?"seller_pic": "http://pic1.ymatou.com/G02/M06/A9/25/CgvUBVuJ20uAL7XRAAJi4huqfJE773_1_1_o.jpg",
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?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p21977158.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "RED 華倫天奴秀款黑色蕾絲網(wǎng)紗性感短袖禮服裙連衣裙女裙子",
?? ??? ??? ??? ?"pic_url": "http://pic2.ymatou.com/2021/10/30/16/eafc7c46-d76a-4cc6-ab06-14ccacd465e1_400_533_n_w_o.jpg",
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?? ??? ??? ??? ?"sales": 0,
?? ??? ??? ??? ?"num_iid": "p3516748",
?? ??? ??? ??? ?"sample_id": "",
?? ??? ??? ??? ?"seller_nick": "SPH米蘭奢品購",
?? ??? ??? ??? ?"seller_pic": "http://pic1.ymatou.com/G02/M0A/64/67/CgzUCl37Ab2AcbAzAAL-kSUtfYs959_1_1_o.jpg",
?? ??? ??? ??? ?"area": "進口貿易",
?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p3516748.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "Blugirl 藍色少女春夏女款暗紅色酒紅色翻領釘珠長袖連衣裙女裙子",
?? ??? ??? ??? ?"pic_url": "http://pic2.ymatou.com/2023/01/04/15/cbc676c9-eeb5-4123-bf6d-6d247d21d2fb_3_4_n_w_o.jpg",
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?? ??? ??? ??? ?"sample_id": "",
?? ??? ??? ??? ?"seller_nick": "SPH米蘭奢品購",
?? ??? ??? ??? ?"seller_pic": "http://pic1.ymatou.com/G02/M0A/64/67/CgzUCl37Ab2AcbAzAAL-kSUtfYs959_1_1_o.jpg",
?? ??? ??? ??? ?"area": "進口貿易",
?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p3719494.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "Puma彪馬寶馬聯(lián)合出品女士拼色時尚潮流連衣裙",
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?? ??? ??? ??? ?"sample_id": "",
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?? ??? ??? ??? ?"area": "美國",
?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p25970284.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "短袖衣裙夏季收腰顯瘦休閑工裝短連衣裙",
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?? ??? ??? ??? ?"sales": 0,
?? ??? ??? ??? ?"num_iid": "p25609854",
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?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p25609854.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "設計感修身收腰初戀氣質連衣裙夏季女裝法式小清新仙女超仙長裙子",
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?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p25967156.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "國現(xiàn)Self Portrai 超美白色蕾絲泡泡袖V領連衣裙 長裙",
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?? ??? ??? ??? ?"num_iid": "p12779397",
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?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p12779397.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "韓國MLB 女款刺繡logo老花滿印運動連衣裙休閑潮23春夏新款POLO",
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?? ??? ??? ??? ?"num_iid": "p25660548",
?? ??? ??? ??? ?"sample_id": "",
?? ??? ??? ??? ?"seller_nick": "鑒唄運動戶外專營店",
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?? ??? ??? ??? ?"area": "進口貿易",
?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p25660548.html"
?? ??? ??? ?},
?? ??? ??? ?{
?? ??? ??? ??? ?"title": "Hermes 愛馬仕黑色連衣裙 純棉直筒刺繡口袋長T恤 H2E4508",
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?? ??? ??? ?{
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?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p23142546.html"
?? ??? ??? ?},
?? ??? ??? ?{
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?? ??? ??? ??? ?"seller_nick": "英倫紅玫瑰",
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?? ??? ??? ??? ?"area": "英國",
?? ??? ??? ??? ?"post_fee": "",
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?? ??? ??? ?},
?? ??? ??? ?{
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?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p5614655.html"
?? ??? ??? ?},
?? ??? ??? ?{
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?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p17249599.html"
?? ??? ??? ?},
?? ??? ??? ?{
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?? ??? ??? ??? ?"promotion_price": "",
?? ??? ??? ??? ?"price": 259,
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?? ??? ??? ??? ?"num_iid": "p16270878",
?? ??? ??? ??? ?"sample_id": "",
?? ??? ??? ??? ?"seller_nick": "明洞購物城",
?? ??? ??? ??? ?"seller_pic": "http://pic2.ymatou.com/2022/08/15/19/0469c191-4f42-4740-b7ca-694d8d50e110_1_1_o.jpg",
?? ??? ??? ??? ?"area": "進口貿易",
?? ??? ??? ??? ?"post_fee": "",
?? ??? ??? ??? ?"detail_url": "https://www.ymatou.com/product/p16270878.html"
?? ??? ??? ?},
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