An intelligent information system for detecting web commerce transactions

Anagnostopoulos, I; Kouzas, G; Anagnostopoulos, C

dc.contributor.author	Anagnostopoulos, I	en
dc.contributor.author	Kouzas, G	en
dc.contributor.author	Anagnostopoulos, C	en
dc.date.accessioned	2014-03-01T02:43:06Z
dc.date.available	2014-03-01T02:43:06Z
dc.date.issued	2005	en
dc.identifier.issn	0302-9743	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/31239
dc.subject	E Commerce	en
dc.subject	Intelligent Information System	en
dc.subject	Web Page Classification	en
dc.subject	Web Pages	en
dc.subject	Neural Network	en
dc.subject.classification	Computer Science, Theory & Methods	en
dc.subject.other	Algorithms	en
dc.subject.other	Artificial intelligence	en
dc.subject.other	Electronic commerce	en
dc.subject.other	Linguistics	en
dc.subject.other	Neural networks	en
dc.subject.other	Numerical analysis	en
dc.subject.other	Regression analysis	en
dc.subject.other	Websites	en
dc.subject.other	Consultative tools	en
dc.subject.other	Intelligent information systems	en
dc.subject.other	Transaction phases	en
dc.subject.other	Web commerce transactions	en
dc.subject.other	Information retrieval systems	en
dc.title	An intelligent information system for detecting web commerce transactions	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1007/11495772_7	en
heal.identifier.secondary	http://dx.doi.org/10.1007/11495772_7	en
heal.language	English	en
heal.publicationDate	2005	en
heal.abstract	This paper proposes an algorithm for detecting web transactions through web page classification. The algorithm is implemented over a generalised regression neural network and detects e-commerce pages classifying them to the respective transaction phase according to a framework, which describes the fundamental phases of commercial transactions in the web. Many types of web pages were used in order to evaluate the robustness of the method, since no restrictions were imposed except for the language of the content, which is English. Except from revealing the accomplished sequences in a web commerce transaction, the system can be used as an assistant and consultative tool for classification purposes. © Springer-Verlag Berlin Heidelberg 2005.	en
heal.publisher	SPRINGER-VERLAG BERLIN	en
heal.journalName	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	en
heal.bookName	LECTURE NOTES IN COMPUTER SCIENCE	en
dc.identifier.doi	10.1007/11495772_7	en
dc.identifier.isi	ISI:000230302600007	en
dc.identifier.volume	3528 LNAI	en
dc.identifier.spage	38	en
dc.identifier.epage	43	en