Image Similarity Measurements Using Hmok- Simrank
A. Vijay · 2014
Images in such social networks are also accompanied by annotations, comments, and other information, thus forming heterogeneous image-rich information networks. The concept of (heterogeneous) image-rich information network and the problem of how to perform information retrieval using a fast algorithm heterogeneous minimum order k-SimRank (HMok-SimRank) to compute link-based similarity in weighted heterogeneous information networks and an algorithm Integrated Weighted Similarity Learning (IWSL) designed for both link-based and content based similarities by considering the network structure and mutually reinforcing link similarity and feature weight learning. A new product search and recommendation system for e-commerce has been implemented based on our algorithm.