{"product_id":"enhancing-web-clusters-quality-by-using-user-browsing-time-von-khalifeh-al-jadda","title":"Enhancing Web Clusters'' Quality by Using User Browsing Time","description":"\u003cp\u003eThe World Wide Web currently contains billions of  documents; this causes difficulty in  finding the desired information by users. Many search  engines come out to help users finding their  desired information but search engines still return  hundreds of irrelevant web pages that do not fulfill  the user''s query. Several search engines use  clustering to group documents that are relevant to  the user''s  query before returning them to the user, but there is  no document clustering algorithm that has an  accuracy that can prevent retrieving irrelevant  documents. In this research, the researchers have  introduced a new technique to enhance cluster quality  by using user browsing time as an implicit  measure of user feedback, rather than using explicit  user feedback as in previous research and  techniques. The major contributions of this work are:  investigating user browsing time as an implicit  measure of user feedback and proving its efficiency,  enhancing cluster quality by using a new  clustering technique that is based on user browsing  time, and developing a system that tests the validity  of the proposed technique.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783844303209\"\u003e\u003ch3\u003eExperimental study\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783844303209","offer_id":39469998112861,"sku":"9783844303209","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/64504093-7337-44a3-987e-7d7cae7f8c3b.jpg?v=1758780959","url":"https:\/\/shop.autorenwelt.de\/en\/products\/enhancing-web-clusters-quality-by-using-user-browsing-time-von-khalifeh-al-jadda","provider":"Autorenwelt Shop","version":"1.0","type":"link"}