Estimating the evolution of categorized web page populations

Anagnostopoulos, I; Stavropoulos, P; Kouzas, G; Anagnostopoulos, C; Vergados, DD

dc.contributor.author	Anagnostopoulos, I	en
dc.contributor.author	Stavropoulos, P	en
dc.contributor.author	Kouzas, G	en
dc.contributor.author	Anagnostopoulos, C	en
dc.contributor.author	Vergados, DD	en
dc.date.accessioned	2014-03-01T02:44:02Z
dc.date.available	2014-03-01T02:44:02Z
dc.date.issued	2006	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/31632
dc.subject	Capture-recapture measurements	en
dc.subject	Web evolution	en
dc.subject	Web page categorization	en
dc.subject.other	Classification (of information)	en
dc.subject.other	Electronic commerce	en
dc.subject.other	Information retrieval	en
dc.subject.other	Statistical methods	en
dc.subject.other	Virtual reality	en
dc.subject.other	Capture-recapture measurements	en
dc.subject.other	Web evolution	en
dc.subject.other	Web page categorization	en
dc.subject.other	Websites	en
dc.title	Estimating the evolution of categorized web page populations	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1145/1149993.1150008	en
heal.identifier.secondary	http://dx.doi.org/10.1145/1149993.1150008	en
heal.identifier.secondary	1150008	en
heal.publicationDate	2006	en
heal.abstract	This paper proposes a statistical approach for estimating the evolution of categorized web pages. The proposal is based on the capture-recapture method used in wildlife biological studies and it is modified according to the necessary assumptions and amendments for applying the experiments on the web, where web pages are considered as animals and the specific types of e-commerce pages as particular species of animals whose abundance, birth and survival rates is estimated. An artificial classifier capable of categorizing web pages, plays the role of the biologist who recognizes the species under study. Finally, a virtual experiment in the e-commerce field was simulated and the derived results were quite promising especially as far as the estimations of the survival probability values are concerned.	en
heal.journalName	ACM International Conference Proceeding Series	en
dc.identifier.doi	10.1145/1149993.1150008	en
dc.identifier.volume	155	en