Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2012/poster/108> ?p ?o. }
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- 108 creator danqing-xu.
- 108 creator min-zhang.
- 108 creator shaoping-ma.
- 108 creator ting-yao.
- 108 creator yiqun-liu.
- 108 creator yuchen-tian.
- 108 type InProceedings.
- 108 label "Incorporating Seasonal Time Series Analysis with Search Behavior Information in Sales Forecasting".
- 108 sameAs 108.
- 108 abstract "We consider the problem of predicting monthly sales of auto sales in mainland China. First, we design an algorithm using click-through and query reformulation information to cluster related queries and count their frequencies on monthly-basis. By introducing Exponentially Weighted Moving Averages (EWMA) model, we measure the seasonal impact on the sales trend. Two features are combined using linear regression. The experiment shows that our model is effective with high accuracy and outperforms conventional forecasting models.".
- 108 hasAuthorList authorList.
- 108 isPartOf proceedings.
- 108 isPartOf proceedings.
- 108 keyword "Sales Forecasting".
- 108 keyword "Search Log Mining".
- 108 keyword "Time Series Analysis".
- 108 title "Incorporating Seasonal Time Series Analysis with Search Behavior Information in Sales Forecasting".