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Lectures 2007

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Lectures in Web-mining and Data Analysis 2007

Lectures
Date	Lecturerer	Topic	Presentations	Reading material
2007-08-23	Morten Goodwin Olsen	Welcome to Web-mining. Presentation of student projects. Web and Crawling	[Introction as HTML] [Web and Crawling as HTML \| Web and Crawling part 1 as MPG \| Web and Crawling part 2 as MPG].	Important: [Web Crawler \| The Knapsack Problem \| Danny Sullivan, 2007] Less important: [Edwards et al., 2001 \| Cho and Garcia-Molina, 2003 \| Internet Usage Statistics \| John Oommen et. al, 2007\| Scientists Use the Dark Web to Snag Extremists and Terrorists Online] Programming examples: [PageRank as Python Script\|Simple Crawlers as Python Script\|Binary Knapsack as Python Script]
2007-08-30	Ole-Christoffer Granmo	Pattern Classification	[Patter Recognition as PDF]	[SPAM\|Probability axioms\|Bayesian inference\|Sample Space\|Bayes Theorem\|Bayesian Spam Filtering\|Naive Bayes Classifier\|Pattern Recognition\|Event (probability theory)] Programming example and input data: [Text Classifier as Python Script\|Stop Words\|20 Newsgroups]
2007-09-06	Ole-Christoffer Granmo	Reinforcement Learning	[Reinforcement Learning as PDF]	[The Discipline of Machine Learning\|QoS Control for Sensor Networks\|Exploration exploitation in Go\|Eﬃcient Selectivity and Backup Operators in Monte-Carlo Tree Search\|Machine Learning in Automated Text Categorization ] Programming examples: [Tsetlin Automaton as Python Script\|Tsetlin Goore Game as Python Script]
2007-09-11 (Tuesday)	Andreas Prinz	Content versus representation.	[Content versus Representation as PDF\|Content versus representation Part 1 as MPG\|Content versus representation Part 2 as MPG\|Content versus representation Part 3 as MPG] Note that only the end of this lecture was filmed.	[SMILE Method\|CSS intoduction\|CMS intro\|Textual representation\|Graphical representation]
2007-09-18 (Tuesday)	Jaran Nilsen from Integrasco	Software agents.	[Software Agents as PDF\|Software Agents excercises as PDF\|Software Agents as MPG Part 1\|Software Agents as MPG Part 2\|Software Agents as MPG Part 3]	[Agent or program as PDF \|Jade programming guide as PDF\|Managing agents j2ee as PDF\|SWA Setup Guide as PDF\|Agent projectbase as ZIP\| Container as ZIP\| Main container as ZIP]

See the lectures from 2006.

Deliverables in Web-mining and Data Analysis 2007

Note that schedule may change. Any changes will be presented here.
All delivarables should be handed in at Class Fronter.

Lectures
Date	Description
2007-09-20	Students choose project and write a small problem statement.
2007-10-04	Written exam - Duration two hours. Note that there will be questions from the following lectures: Web and Crawling, Pattern Classification, Reinforced Learning and Software Agents. Content versus representation will not be part of the exam.
2007-10-18	Students motivate and present planned experiments.
2007-11-08	Students present experiment results and interpret these.
2007-11-30	Students delivers final project report.
2007-12-07	Students present results from project.

Created by goodwin
Last modified 2008-09-17 11:29

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