zhou-co-recommendation-2002.pdf (126.42 kB)
A co-recommendation algorithm for web searching
conference contributionposted on 2002-01-01, 00:00 authored by Mingjun Lan, Shui Yu, R Bacher, Wanlei Zhou
This paper presents an approach called the Co-Recommendation Algorithm, which consists of the features of the recommendation rule and the co-citation algorithm. The algorithm addresses some challenges that are essential for further searching and recommendation algorithms. It does not require users to provide a lot of interactive communication. Furthermore, it supports other queries, such as keyword, URL and document investigations. When the structure is compared to other algorithms, the scalability is noticeably easier. The high online performance can be obtained as well as the repository computation, which can achieve a high group-forming accuracy using only a fraction of Web pages from a cluster.