Web Server Log file Mining to identify frequent items

User: "star"
New Altair Community Member
Updated by Jocelyn
Hi,

I'm trying to use rapid miner web mining extension to mine a Apache access log file. Currently I could read the log file and transform it to sessions. Now I want to know how to do a frequent item set mining? According to my knowledge I have to use FP-Growth first with Binomial converter. But I could not do this, Always it gives errors. Can somebody please help me?

I can not publish the original log file, but this is very similar to it.

Sample of a Log file:

192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/templates/tk_gen_free_ii/css/responsive.css HTTP/1.1" 200 313 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/templates/tk_gen_free_ii/css/print.css HTTP/1.1" 200 311 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/templates/tk_gen_free_ii/warp/js/warp.js HTTP/1.1" 200 328 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/templates/tk_gen_free_ii/warp/js/responsive.js HTTP/1.1" 200 327 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/templates/tk_gen_free_ii/warp/js/accordionmenu.js HTTP/1.1" 200 327 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/templates/tk_gen_free_ii/warp/js/dropdownmenu.js HTTP/1.1" 200 328 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/templates/tk_gen_free_ii/js/template.js HTTP/1.1" 200 327 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/images/online-banking.png HTTP/1.1" 200 295 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:03 +0530] "HEAD /joomla/ HTTP/1.1" 200 374 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:04 +0530] "GET /joomla/ HTTP/1.1" 200 13004 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:04 +0530] "GET /joomla/index.php/our-policy HTTP/1.1" 200 16516 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:04 +0530] "GET /joomla/index.php/our-services HTTP/1.1" 200 8035 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:04 +0530] "HEAD /joomla/index.php/contact-us HTTP/1.1" 200 343 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:05 +0530] "GET /joomla/index.php/contact-us HTTP/1.1" 200 7344 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"
192.168.56.1 - - [15/Jul/2013:15:41:05 +0530] "GET /joomla/index.php/test HTTP/1.1" 200 7285 "http://192.168.56.101/joomla/index.php/about-us" "Wget/1.13.4 (linux-gnu)"

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