Web and Network Data Science: Modeling Techniques in Predictive Analytics

Index

A

adjacency matrix, 70, 314

agent, 314

Alteryx, 250, 299

ARPANET, 313, 314

ASP, 314

association rule, 203–210

antecedent, 203

confidence, 203, 204, 209

consequent, 203

item set, 203

lift, 204, 209

support, 203, 204, 209

B

bandwidth, 314

bar chart, see data visualization, bar chart

Bayesian statistics, 243, 244

Bayes’ theorem, 243

betweenness centrality, 71, 102, 314

big data, 240

biologically-inspired methods, 251

black box model, 250

bot, see crawler (web crawler)

boundary (of a network), 315

bps, 315

browser launch, 315

browser usage, 5, 6, 15, 17, 18, 28

bulletin board, 264, 271–273, 314, 315

advantages, 273

applications, 271

C

case study

Anonymous Microsoft Web Data, 204, 205, 211, 296

E-Mail or Spam?, 281–283

Enron E-Mail Corpus and ...