On the Existence and Significance of Data Preprocessing Biases in Web-Usage Mining.
Zhiqiang (Eric) ZhengBalaji PadmanabhanSteven Orla KimbroughPublished in: INFORMS J. Comput. (2003)
Keyphrases
- data preprocessing
- web usage mining
- web mining
- website
- web data
- user behavior
- web logs
- log files
- web users
- web log data
- data cleaning
- web server
- access patterns
- data mining techniques
- prefetching
- data mining
- pattern discovery
- business applications
- web log mining
- preprocessing
- real world
- preprocessing step
- text mining
- domain knowledge
- social networks