{"product_id":"e-commerce-website-with-integrated-recommendation-system-von-meenu-vijarania-und-swati-gupta","title":"E-commerce website with integrated recommendation system","description":"\u003cp\u003eThis abstract presents the development of an e-commerce web application using Django framework, incorporating the TF-IDF vectorization technique and cosine similarity for efficient search functionality. The web application aims to provide users with a seamless and intuitive shopping experience. The Django framework offers a robust and scalable platform for building web applications. It provides a high level of abstraction, allowing developers to focus on the application logic rather than low-level details. By utilizing Django, the e-commerce application benefits from features like URL routing, database management, and user authentication. For the search functionality, the application employs TF-IDF (Term Frequency-Inverse Document Frequency) vectorization technique. TF-IDF calculates the importance of a term in a document by considering its frequency within the document and its rarity in the overall corpus. This technique allows for efficient representation of textual data, enabling quick and accurate search results.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786206792406\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786206792406","offer_id":48353358152005,"sku":"9786206792406","price":43.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/4baec5fe-3c49-4b2a-aa2d-f82159ba1dda.png?v=1759121808","url":"https:\/\/shop.autorenwelt.de\/en\/products\/e-commerce-website-with-integrated-recommendation-system-von-meenu-vijarania-und-swati-gupta","provider":"Autorenwelt Shop","version":"1.0","type":"link"}