Internet Usage Transaction Log Studies
نویسندگان
چکیده
منابع مشابه
Efficient Mining of Cross-Transaction Web Usage Patterns in Large Database
Web Usage Mining is the application of data mining techniques to large Web log databases in order to extract usage patterns. A cross-transaction association rule describes the association relationships among different user transactions in Web logs. In this paper, a Linear time intra-transaction frequent itemsets mining algorithm and the closure property of frequent itemsets are used to mining c...
متن کاملMining Cross-Transaction Web Usage Patterns
Web Usage Mining is the application of data mining techniques to large web log databases in order to extract usage patterns. However, most of the previous studies on usage patterns discovery just focus on mining intra-transaction associations, i.e., the associations among items within the same user’s transactions. A cross-transaction association rule describes the association relationships amon...
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The aim of this paper is to analyze web transaction log data that reveal user behavior in the internet world. To achieve this, clustering tool is used for performing two phases. First, an information gathering is done on web transaction data. Second, an analysis is done on web access log files to analyze the user transaction behavior and user’s log-in approach. In this paper, the cluster diagno...
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Search index usage in a large university online catalog system over a six-year period (representing about 15.3 million searches) was investigated using transaction monitor data. Mathematical models of trends and patterns In the data were developed and tested using regression techniques. The results of the analyses show a consistent decline in the frequency of subject index use by online catalog...
متن کاملAn Analysis of Usage of a Digital Library
As experimental digital library testbeds gain wider acceptance and develop significant user bases, it becomes important to investigate the ways in which users interact with the systems in practice. Transaction logs are one source of usage information, and the information on user behaviour can be culled from them both automatically (through calculation of summary statistics) and manually (by exa...
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