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Description
  • Pageview score is relevant indicator of significance for visitors. The work presented here proposes computing score based on weight function. Final form of function is evolved using symbolic regression. As source data and training set we use semantically enriched clickstream, which has more detailed information about each pageview. Weight function is designed to consider all available information about previous visits. The usability of this approach is demonstrated on basic experiments and we outlined further work to improve results.
  • Pageview score is relevant indicator of significance for visitors. The work presented here proposes computing score based on weight function. Final form of function is evolved using symbolic regression. As source data and training set we use semantically enriched clickstream, which has more detailed information about each pageview. Weight function is designed to consider all available information about previous visits. The usability of this approach is demonstrated on basic experiments and we outlined further work to improve results. (en)
Title
  • Scoring Pageview Based on Learning Weight Function
  • Scoring Pageview Based on Learning Weight Function (en)
skos:prefLabel
  • Scoring Pageview Based on Learning Weight Function
  • Scoring Pageview Based on Learning Weight Function (en)
skos:notation
  • RIV/68407700:21230/10:00171282!RIV11-MSM-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S, Z(MSM6840770014)
http://linked.open...iv/cisloPeriodika
  • 4
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 286505
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/10:00171282
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • web usage mining; genetic programming; symbolic regression; semantically enriched clickstream (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • BG - Bulharská republika
http://linked.open...ontrolniKodProRIV
  • [04417D64DB72]
http://linked.open...i/riv/nazevZdroje
  • International Journal on Information Technologies and Security
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 2
http://linked.open...iv/tvurceVysledku
  • Jelínek, Ivan
  • Kuchař, Jaroslav
http://linked.open...n/vavai/riv/zamer
issn
  • 1313-8251
number of pages
http://localhost/t...ganizacniJednotka
  • 21230
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