集成技术Issue(2)：7-21,15.
异质媒体分析技术研究进展
Research on Heterogeneous Media Analytics:A Brief Introduction
摘要
Abstract
With the proliferation of the diversified applications on heterogeneous media, online contents and offline services have influenced the daily life of web users in a more comprehensive way. In this paper, the concepts and methodologies for heterogeneous media analysis, which aim to obtain physical and social attributes from huge amount of data from heterogeneous sources were introduced, and the intrinsic mechanism for modeling the semantic divergence, complicated correlations and the information propagation was revealed. Firstly, we discussed the heterogeneous media with properties of cross-platform, cross-modality and diversity, and put forward the challenges and opportunities in studying heterogeneous media analytics, and discussed the impact of studying the heterogeneous media. Secondly, we provided literature review from three perspectives, i.e., semantic analysis and understanding, heterogeneous correlation modeling and community modeling. Lastly, we introduced our research works on the semantic modeling, correlation modeling and social behavior modeling on heterogeneous media resources.关键词
异质媒体/语义分析与理解/关联分析/热点事件和话题分析/社群行为分析Key words
heterogeneous media/semantic analysis and understanding/correlation analysis/hot event and topic analysis/social behavior analysis分类
信息技术与安全科学引用本文复制引用
王树徽,黄庆明..异质媒体分析技术研究进展[J].集成技术,2015,(2):7-21,15.基金项目
国家重点基础研究发展计划(973计划)(2012CB316400)；国家自然科学基金(61025011,61332016,61303160,61390511)；国家高技术研究发展计划(863计划)(2014AA015202)；博士后基金(2014T70126) （973计划）
