riivo/pwum - GitHub
may 2011 by donturn
pwum is a set of python scripts for working with web log files and extracting frequent patterns and clustering sessions.
Two main functions:
Finding frequent patters. Extract frequently co-accessed pages in web sessions. Uses traditonal frequent pattern mining algorithm Apriori. For more information on the implementation, please see here
Finding similar sessions based on behaviour,i.e, visited pages by clustering. Available methods are based on building Markov chain like transition matrix out of session and clustering these or representing sessions as simple feature vectors. Clustering currently done by k-means algorithm.
python
logs
analysis
web
analytics
Two main functions:
Finding frequent patters. Extract frequently co-accessed pages in web sessions. Uses traditonal frequent pattern mining algorithm Apriori. For more information on the implementation, please see here
Finding similar sessions based on behaviour,i.e, visited pages by clustering. Available methods are based on building Markov chain like transition matrix out of session and clustering these or representing sessions as simple feature vectors. Clustering currently done by k-means algorithm.
may 2011 by donturn
Information Architecture Institute > Learning IA - Information Architecture Institute
july 2009 by donturn
lots of templates for ia and ux work. hope i never need them.
web
design
ia
ui
information_architecture
interface
usability
wireframes
wireframe
webdesign
tools
visio
templates
informationarchitecture
ux
deliverables
july 2009 by donturn
Information Architecture 1 | WaSP InterAct Curriculum
april 2009 by donturn
Great first collection of many best IA teaching resources and other materials.
ia
information_architecture
syllabi
web
web_science
curriculum
april 2009 by donturn
Curriculum | WaSP InterAct Curriculum
march 2009 by donturn
some IA/UX/Web+ resources for learning. (inspired in a few small ways by my own courses)
web
design
education
css
javascript
html
wasp
tutorial
webstandards
syllabi
ia
ux
information_architecture
march 2009 by donturn
Yahoo! Design Pattern Library
october 2008 by donturn
Great stuff from Yahoo!
web
design
ia
information_architecture
dev
xhtml
ui
interface
usability
javascript
gui
yahoo
html
css
ajax
code
webdesign
october 2008 by donturn
Surf Canyon
may 2008 by donturn
interesting plug in, nice to see some smarts on the client side, but needs a stronger privacy argument
extensions
firefox
search
google
internet
metasearch
web
iseek
browser
may 2008 by donturn
cityofsound: The street as platform
march 2008 by donturn
The way the street feels may soon be defined by what cannot be seen with the naked eye.
mobile
design
kdd
data_mining
privacy
ubicomp
wireless
wifi
web
research
scifi
urbanism
networks
data
information
march 2008 by donturn
A taxonomy of web search
february 2008 by donturn
broder, citesme
search
web
analytics
analysis
taxonomy
iseek
february 2008 by donturn
related tags
academic ⊕ accessibility ⊕ acm ⊕ ads ⊕ advertising ⊕ ajax ⊕ ajaz ⊕ algorithm ⊕ analysis ⊕ analytics ⊕ apache ⊕ api ⊕ apps ⊕ bayes ⊕ behavior ⊕ bibliometrics ⊕ blocking ⊕ blog ⊕ blogging ⊕ blogs ⊕ book ⊕ bookmarking ⊕ bookmarks ⊕ browser ⊕ browsers ⊕ browsing ⊕ business ⊕ calendar ⊕ censorship ⊕ chat ⊕ cipa ⊕ classification ⊕ cli ⊕ cloud ⊕ clustering ⊕ code ⊕ collaboration ⊕ community ⊕ conference ⊕ conferences ⊕ content ⊕ copyright ⊕ crawler ⊕ crawling ⊕ cscw ⊕ css ⊕ culture ⊕ curriculum ⊕ dashboard ⊕ data ⊕ database ⊕ datamining ⊕ datascience ⊕ data_mining ⊕ delicious ⊕ deliverables ⊕ design ⊕ desktop ⊕ dev ⊕ divs ⊕ dns ⊕ domain ⊕ eclipse ⊕ economics ⊕ education ⊕ email ⊕ enterprise ⊕ episode ⊕ errors ⊕ evaluation ⊕ extension ⊕ extensions ⊕ filtering ⊕ finance ⊕ findability ⊕ firefox ⊕ flash ⊕ folksonomy ⊕ forms ⊕ freeware ⊕ frequency ⊕ fun ⊕ funding ⊕ future ⊕ game ⊕ games ⊕ gaming ⊕ gis ⊕ google ⊕ gov ⊕ gps ⊕ graphics ⊕ greasemonkey ⊕ gui ⊕ hacks ⊕ hci ⊕ history ⊕ howto ⊕ html ⊕ hypertext ⊕ ia ⊕ ical ⊕ ide ⊕ identity ⊕ indexing ⊕ information ⊕ informationarchitecture ⊕ information_architecture ⊕ information_retrieval ⊕ information_seeking ⊕ informetrics ⊕ infoseek ⊕ interface ⊕ internet ⊕ intranet ⊕ ir ⊕ iseek ⊕ jason ⊕ java ⊕ javascript ⊕ kdd ⊕ km ⊕ kms ⊕ language ⊕ law ⊕ link ⊕ linkeddata ⊕ links ⊕ link_analysis ⊕ linux ⊕ log ⊕ logging ⊕ loggins ⊕ logs ⊕ lucene ⊕ mac ⊕ mail ⊕ management ⊕ map ⊕ maps ⊕ mashup ⊕ math ⊕ media ⊕ meeting ⊕ menus ⊕ messaging ⊕ metadata ⊕ metasearch ⊕ methodology ⊕ metrics ⊕ mobile ⊕ monitor ⊕ navigation ⊕ network ⊕ networks ⊕ ontology ⊕ opensource ⊕ opinion ⊕ organization ⊕ osx ⊕ outsource ⊕ outsourcing ⊕ pagerank ⊕ papers ⊕ phone ⊕ pikii ⊕ pim ⊕ pkm ⊕ plugin ⊕ policy ⊕ powerpoint ⊕ privacy ⊕ programming ⊕ proxy ⊕ python ⊕ quant ⊕ quantia ⊕ rdf ⊕ relevance ⊕ research ⊕ robots ⊕ rss ⊕ rstats ⊕ ruby ⊕ safari ⊕ schedule ⊕ science ⊕ scifi ⊕ screenshot ⊕ scripting ⊕ search ⊕ security ⊕ sem ⊕ semantic_web ⊕ semanti_web ⊕ seo ⊕ server ⊕ session ⊕ sigweb ⊕ sitemaps ⊕ sms ⊕ social_computing ⊕ social_networks ⊕ social_software ⊕ software ⊕ spam ⊕ spider ⊕ spiders ⊕ squid ⊕ startup ⊕ startups ⊕ statistics ⊕ stats ⊕ stocks ⊕ strategy ⊕ style ⊕ syllabi ⊕ tables ⊕ tagging ⊕ tags ⊕ taxonomy ⊕ teaching ⊕ technology ⊕ template ⊕ templates ⊕ testing ⊕ text ⊕ textbook ⊕ themes ⊕ thumbnail ⊕ thumbshots ⊕ toolbar ⊕ tools ⊕ tracker ⊕ tracking ⊕ tutorial ⊕ twitter ⊕ ubicomp ⊕ ui ⊕ urbanism ⊕ usability ⊕ ux ⊕ validate ⊕ vc ⊕ venture_capital ⊕ visio ⊕ visualization ⊕ viz ⊕ w3c ⊕ wasp ⊕ web ⊖ web2 ⊕ webdesign ⊕ webscience ⊕ website ⊕ webstandards ⊕ webtracker ⊕ web_science ⊕ weka ⊕ wifi ⊕ wiki ⊕ wikipedia ⊕ windows ⊕ wired ⊕ wireframe ⊕ wireframes ⊕ wireless ⊕ wordpress ⊕ work ⊕ www ⊕ xhtml ⊕ xml ⊕ yahoo ⊕ zipf ⊕Copy this bookmark: