Product Purchase Prediction Based on Time Series Data Analysis in Social Media.
Yuho TsuboiAdam JatowtKatsumi TanakaPublished in: WI-IAT (1) (2015)
Keyphrases
- social media
- data analysis
- big data
- prediction accuracy
- financial time series
- product information
- data mining
- consumer products
- prediction model
- chaotic time series
- moving average
- data processing
- machine learning
- prediction algorithm
- stock market
- social networking
- life cycle
- user generated content
- product design
- potential customers
- internet shopping
- exponential smoothing
- social networks
- knowledge discovery
- social media platforms
- social media data
- extreme values
- online stores
- data warehouse
- data collection
- business intelligence
- short term