Tremendous growth of the web world incorporates application of data mining techniques to the web logs. Data Mining and World Wide Web encompasses an important and active area of research. Web log mining is analysis of web log files with web pages sequences. Web mining is broadly classified as web content mining, web usage mining and web structure mining. Web usage mining is a techniques to disc...

The World Wide Web (WWW) is the largest distributed information space and has grown to encompass diverse information resources. Although the web is growing exponentially, the individual’s capacity to read and digest content is essentially fixed. The full economic potential of the web will not be realized unless enabling technologies are provided to facilitate access to web resources. Currently ...

This study analyzes the temporally resolved location and trip data of shared e-scooters over nine months in Berlin from one Europe’s most widespread operators. We apply time, distance, energy consumption filters on approximately 1.25 million trips for outlier detection categorization. Using spatially pattern analyses, we investigate how built environment land use affect e-scooter trips. Further...

Mobile phone usage during driving causes driver distraction, which negatively affects road traffic safety and is becoming an increasingly common cause of accidents. This paper proposes a new methodology, based on anonymized datasets from telecommunication networks analytical possibilities data science, has as its goal to identify pattern the mobile (in particular voice calls applications) by dr...

The effect of neighbouring bases on the usage of synonymous codons in genes with low codon usage bias in yeast and E. coli is examined. The codon adaptation index is employed to identify a group of genes in each organism with low codon usage bias, which are likely to be weakly expressed. A similar pattern is found in complementary sequences with respect to synonymous usage of A vs G or of U vs ...