45 resultados para web analytics


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We will discuss several examples and research efforts related to the small world problem and set the ground for our discussion of network theory and social network analysis. Readings: An Experimental Study of the Small World Problem, J. Travers and S. Milgram Sociometry 32 425-443 (1969) [Protected Access] Optional: The Strength of Weak Ties, M.S. Granovetter The American Journal of Sociology 78 1360--1380 (1973) [Protected Access] Optional: Worldwide Buzz: Planetary-Scale Views on an Instant-Messaging Network, J. Leskovec and E. Horvitz MSR-TR-2006-186. Microsoft Research, June 2007. [Web Link, the most recent and comprehensive study on the subject!] Originally from: http://kmi.tugraz.at/staff/markus/courses/SS2008/707.000_web-science/

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What are ways of searching in graphs? In this class, we will discuss basics of link analysis, including Google's PageRank algorithm as an example. Readings: The PageRank Citation Ranking: Bringing Order to the Web, L. Page and S. Brin and R. Motwani and T. Winograd (1998) Stanford Tecnical Report

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This class focuses on a selected subset of web technologies that are of interest to the topics of this course. Readings: Chapter 5 "Representational State Transfer (REST)", in "Architectural Styles and the Design of Network-based Software Architecture", Roy Fielding, Dissertation, University of California Irvine, 2000 Optional: Chapter "Representational State Transfer (REST)" in "Pro PHP XML and Web Services", R. Richards 633--672, 2006

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This class introduces basics of web mining and information retrieval including, for example, an introduction to the Vector Space Model and Text Mining. Guest Lecturer: Dr. Michael Granitzer Optional: Modeling the Internet and the Web: Probabilistic Methods and Algorithms, Pierre Baldi, Paolo Frasconi, Padhraic Smyth, Wiley, 2003 (Chapter 4, Text Analysis)

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Plain Text - ASCII, Unicode, UTF-8 Content Formats - XML-based formats (RSS, MathML, SVG, Office) + PDF Text based data formats: CSV, JSON

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An introduction to the "Foundations of Web Science" module that overviews the module itself, plus the context of web science at Southampton in terms of WSRI and the new Doctoral Training Centre.

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Professor Nigel Shadbolt describes the emergence of Web Science Research Initiative and discusses the themes and topics that contribute to an understanding of Web Science.

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Slides and an essay on the Web Graph, search engines and how Google calculates Page Rank

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Social Networking explained by an economic model of cost and benefit.

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A psychologist's description of the Web as an effective channel for inducing and promoting changes of behaviour in individuals. Demonstrates an experimental system called "LifeGuide".

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A sociologist's description of the Web as a socially constructed/discovered/encountered piece of technology.

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The first International Conference on Web Science is taking place in Athens, concurrently with this course. The material here will allow you to get familiar with the conference presentations and posters so that you can write a summary of the conference from a particular topical perspective. (Both the attached HTML summaries are currently in draft form and need to have the preview images and metadata checked.)

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by Adam Procter for Learning & Teaching week at University of Southampton 2009

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Web Science lecture about the impact of law on the web and vice versa.