复杂系统与复杂性科学
複雜繫統與複雜性科學
복잡계통여복잡성과학
COMPLEX SYSTEMS AND COMPLEXITY SCIENCE
2012年
4期
84-90
,共7页
微博计算%个性化建模%主体行为模式挖掘%数据可视化
微博計算%箇性化建模%主體行為模式挖掘%數據可視化
미박계산%개성화건모%주체행위모식알굴%수거가시화
microblog computing%personalized modeling%behavior model mining%data visuali‐zing
针对以微博为对象的分析挖掘,提出了“以人为本”的微博计算模型,即以微博主体为微博计算的主要对象,研究微博博主个性化表示模型,博主情绪感知算法、及微博内容分析等关键技术,综述了微博计算已有的研究进展.创新之处在于突破了纯粹内容分析的局限,更好地适应了微博计算的需求.
針對以微博為對象的分析挖掘,提齣瞭“以人為本”的微博計算模型,即以微博主體為微博計算的主要對象,研究微博博主箇性化錶示模型,博主情緒感知算法、及微博內容分析等關鍵技術,綜述瞭微博計算已有的研究進展.創新之處在于突破瞭純粹內容分析的跼限,更好地適應瞭微博計算的需求.
침대이미박위대상적분석알굴,제출료“이인위본”적미박계산모형,즉이미박주체위미박계산적주요대상,연구미박박주개성화표시모형,박주정서감지산법、급미박내용분석등관건기술,종술료미박계산이유적연구진전.창신지처재우돌파료순수내용분석적국한,경호지괄응료미박계산적수구.
This paper brings forth a novel computing schema based on social entities in microblog computing .And then research on microblog entities personality modeling ,emotion detection , and further develop content analysis based on social entities .Such computing schema focused on social entities achieved better performance than information centered computing with microblog a‐nalysis and mining .The contribution to the pure content analysis ,and social entities centered computation is more suitable for microblog computing .