dc.contributor.author | Stassopoulou, Athena | en |
dc.contributor.author | Dikaiakos, Marios D. | en |
dc.creator | Stassopoulou, Athena | en |
dc.creator | Dikaiakos, Marios D. | en |
dc.date.accessioned | 2019-11-13T10:42:21Z | |
dc.date.available | 2019-11-13T10:42:21Z | |
dc.date.issued | 2006 | |
dc.identifier.isbn | 0-7695-2649-7 | |
dc.identifier.isbn | 978-0-7695-2649-2 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/55017 | |
dc.description.abstract | In this paper, we introduce a probabilistic modeling approach for addressing the problem of Web robot detection from Web-server access logs. More specifically, we construct a Bayesian network that classifies automatically access-log sessions as being crawler- or human-induced, by combining various pieces of evidence proven to characterize crawler and human behavior. Our approach uses machine learning techniques to determine the parameters of the probabilistic model. We apply our method to real Web-server logs and obtain results that demonstrate the robustness and effectiveness of probabilistic reasoning for crawler detection. © IEEE. | en |
dc.source | International Conference on Internet Surveillance and Protection, ICISP'06 | en |
dc.source | International Conference on Internet Surveillance and Protection, ICISP'06 | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-40949126984&doi=10.1109%2fICISP.2006.7&partnerID=40&md5=273d239d418f24f56920cc858940752b | |
dc.subject | World Wide Web | en |
dc.subject | Probabilistic logics | en |
dc.subject | Robots | en |
dc.subject | Bayesian networks | en |
dc.subject | Signal detection | en |
dc.subject | Client server computer systems | en |
dc.subject | Probabilistic modeling | en |
dc.subject | Crawler detection | en |
dc.title | Crawler detection: A Bayesian approach | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.identifier.doi | 10.1109/ICISP.2006.7 | |
dc.author.faculty | 002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences | |
dc.author.department | Τμήμα Πληροφορικής / Department of Computer Science | |
dc.type.uhtype | Conference Object | en |
dc.description.notes | <p>Conference code: 71586 | en |
dc.description.notes | Cited By :12</p> | en |
dc.contributor.orcid | Dikaiakos, Marios D. [0000-0002-4350-6058] | |
dc.gnosis.orcid | 0000-0002-4350-6058 | |