科技视界
科技視界
과기시계
Science&Technology Vision
2014年
9期
26-27
,共2页
社交网络%社会化%推荐
社交網絡%社會化%推薦
사교망락%사회화%추천
Social network%Socialization%Recommendation
社交网络日趋活跃,基于社交网络的推荐成为电子商务推荐系统研究的热点领域之一;如何利用社交网络数据给用户进行推荐物品,是基于社交网络的推荐算法的研究重点。对社交网络的定义、社交网络数据的分类进行概述,研究基于邻域的社会化推荐和基于图的社会化推荐算法;结合实际推荐系统对社会化推荐算法进行改进设计。
社交網絡日趨活躍,基于社交網絡的推薦成為電子商務推薦繫統研究的熱點領域之一;如何利用社交網絡數據給用戶進行推薦物品,是基于社交網絡的推薦算法的研究重點。對社交網絡的定義、社交網絡數據的分類進行概述,研究基于鄰域的社會化推薦和基于圖的社會化推薦算法;結閤實際推薦繫統對社會化推薦算法進行改進設計。
사교망락일추활약,기우사교망락적추천성위전자상무추천계통연구적열점영역지일;여하이용사교망락수거급용호진행추천물품,시기우사교망락적추천산법적연구중점。대사교망락적정의、사교망락수거적분류진행개술,연구기우린역적사회화추천화기우도적사회화추천산법;결합실제추천계통대사회화추천산법진행개진설계。
As social networking has become increasingly active,Recommendations based on the social network have recently become one of the hottest topics in the domain of e-commerce recommender systems. How to recommend items to the users with social network data is the research content of the recommendation algorithm based on social network. With definition of social network and the classification of social network data, the social recommendation algorithm based on neighborhood or graph is studied. An?improved?social recommendation algorithm is also discussed in practical recommendations system.