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1. 1. Word Space Models for Web User Clustering and Page Prefetching

   University essay from Institutionen för datavetenskap; Filosofiska fakulteten

   Author : Albin Sundin; [2012]
   Keywords : LSA; RI; CAS-C; Clustering; Prefetching; Web mining; Segmentering;

   Abstract : This study evaluates methods for clustering web users via vector space models, for the purpose of web page prefetching for possible applications of server optimization. An experiment using Latent Semantic Analysis (LSA) is deployed to investigate whether LSA can reproduce the encouraging results obtained from previous research with Random Indexing (RI) and a chaos based optimization algorithm (CAS-C). READ MORE