By Gastón L’Huillier, Juan D. Velásquez (auth.), Juan D. Velásquez, Lakhmi C. Jain (eds.)

The current ebook goals to introduce a range of analysis functions within the sector of net Intelligence. we've got chosen a couple of researchers world wide, all of that are specialists of their respective learn parts. every one bankruptcy makes a speciality of a particular subject within the box of internet Intelligence. moreover the booklet comprises a few leading edge proposals on the way to give a contribution to the improvement of net technology and know-how for the long term destiny, rendering this collective paintings a necessary piece of data. It was once an exceptional honour to have collaborated with this staff of very gifted specialists. We additionally desire to exhibit our grattitude to those that reviewed this ebook delivering their positive feedbacks.

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2 Advanced Techniques in Web Data Pre-processing and Cleaning 21 A pageview abstract is a specific type of user activity such as reading news, or browsing search results. Even when a session is considered as a sequence of pageviews, dynamic pages produce a large number of possible object combinations for each pageview. Log files are influenced by new browser technology (linkprefetching) [56], enhanced cache management and also by network caching devices such as proxies and parallel browsing consisting of tabs and popups.

Traditional heuristics start from a partition of the Log register set by grouping according to the same IP number and Agent description. An IP number and agent can not uniquely describe a web user since Internet Service Provider (ISP) multiplex the same IP number over several users employing the network address protocol (NAT). Time Oriented Heuristic One of the most popular methods for session retrieval is based on a maximum time a user stays on a web site. After partitioning by IP and Agent, the register is further sliced considering the accumulated time of the visit.

Springer, Heidelberg (2007) 17. : Social networks and the semantic web. In: IEEE / WIC / ACM International Conference on Web Intelligence, vol. 0, pp. 285–291 (2004) 18. 0? SIGKDD Explor. Newsl. 11(1), 19–25 (2009) 19. : A platform for extracting and storing web data. C. ) Knowledge-Based and Intelligent Information and Engineering Systems. LNCS (LNAI), vol. 5711, pp. 843–850. Springer, Heidelberg (2009) 20. : Semantic web usage mining by a concept-based approach for off-line web site enhancements.

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