Extension of Dictionary-Based Compression Algorithms for the Quantitative Visualization of Patterns from Log Files.
Igor CherepanovJonathan Geraldi JoewonoArjan KuijperJörn KohlhammerPublished in: CoRR (2023)
Keyphrases
- log files
- compression algorithm
- visualization tools
- temporal patterns
- image compression
- data compression
- compression ratio
- web logs
- log data
- website
- web usage mining
- bitstream
- web users
- navigational behavior
- temporal characteristics
- pattern discovery
- web server
- pattern mining
- quadtree decomposition
- lossless data compression
- file size
- frequent patterns
- wavelet transform
- usage patterns
- user sessions
- web log data
- data analysis
- information retrieval
- web mining