情报杂志
情報雜誌
정보잡지
JOURNAL OF INFORMATION
2015年
5期
163-168
,共6页
微博活动%K-means聚类%决策树%效果评估
微博活動%K-means聚類%決策樹%效果評估
미박활동%K-means취류%결책수%효과평고
microblogging activity%K-means cluster%decision tree%effect evaluation
对微博活动效果的影响因素进行研究能够为企业制定微博营销策略提供有价值的参考。研究确定了微博活动效果的评估指标,活动效果主要通过转发数和评论数进行衡量,进而利用相关分析、聚类分析、决策树分类,探究活动效果的影响因素。实验结果表明,粉丝数对微博活动效果具有正向影响,较长的活动持续时间和较高的活动奖品价值会带来较好的活动效果。
對微博活動效果的影響因素進行研究能夠為企業製定微博營銷策略提供有價值的參攷。研究確定瞭微博活動效果的評估指標,活動效果主要通過轉髮數和評論數進行衡量,進而利用相關分析、聚類分析、決策樹分類,探究活動效果的影響因素。實驗結果錶明,粉絲數對微博活動效果具有正嚮影響,較長的活動持續時間和較高的活動獎品價值會帶來較好的活動效果。
대미박활동효과적영향인소진행연구능구위기업제정미박영소책략제공유개치적삼고。연구학정료미박활동효과적평고지표,활동효과주요통과전발수화평론수진행형량,진이이용상관분석、취류분석、결책수분류,탐구활동효과적영향인소。실험결과표명,분사수대미박활동효과구유정향영향,교장적활동지속시간화교고적활동장품개치회대래교호적활동효과。
In recent years, the number of microblog users has always been increasing, and microblogging as a marketing approach has al-ready been widely used by businesses. In microblogging marketing, enterprises usually use microblogging activity, so studying the influen-cing factors of the microblogging activity effect can provide enterprises with valuable reference for developing appropriate microblogging marketing strategy. Firstly, we determine the evaluation index of microblogging activities effect, which is mainly measured by the for-warding number and the number of comments. Then, we use correlation analysis, cluster analysis and decision tree classification to explore the active factors of activity effect. The empirical results show that the number of fans has a positive impact on the microblogging activity effect, and activities with a longer duration and a higher value of the award will bring better results.