User:Lapark/Books/swa

Social Web Analysis

 * Introduction to the Social Web
 * Social web
 * Social graph
 * Social networking service
 * Twitter
 * Hashtag
 * Facebook
 * Like button


 * Accessing Social Web Data
 * HTML
 * Web scraping
 * Uniform resource locator
 * Application programming interface
 * XML
 * YAML
 * JSON
 * GraphML
 * OAuth


 * Simple Exposure Analysis
 * Demographics
 * Confidence interval
 * Binomial proportion confidence interval
 * Statistical hypothesis testing
 * Chi-squared test


 * Graph Analysis
 * Graph (mathematics)
 * Vertex (graph theory)
 * Degree (graph theory)
 * Path (graph theory)
 * Tree (graph theory)
 * Cycle (graph theory)
 * Connectivity (graph theory)
 * Directed graph
 * Complete graph
 * Adjacency matrix
 * Centrality
 * Seven Bridges of Königsberg
 * Eulerian path
 * Dijkstra's algorithm
 * Bellman–Ford algorithm


 * Random Graphs
 * Collaboration graph
 * Erdős–Rényi model
 * Scale-free network
 * Power law
 * Barabási–Albert model


 * Visualisation
 * Tag cloud
 * Principal component analysis
 * Multidimensional scaling
 * Metric (mathematics)
 * Euclidean distance
 * Cosine similarity


 * Text Indexing and Retrieval
 * Vector space model
 * Tf–idf
 * Stemming
 * Stop words
 * Precision and recall
 * Inverted index


 * Text Clustering
 * Distance matrix
 * K-means clustering
 * Determining the number of clusters in a data set
 * Hierarchical clustering
 * Complete-linkage clustering
 * Single-linkage clustering
 * Spectral clustering
 * Graph partition
 * Minimum cut


 * Link Analysis
 * Stochastic matrix
 * Ergodicity
 * PageRank
 * Power iteration
 * HITS algorithm


 * Examining Significance
 * Statistical power
 * Analysis of variance


 * Trend Analysis
 * Trend estimation
 * Simple linear regression
 * Autoregressive model
 * Time series


 * Examining Impact
 * Student's t-test


 * Sentiment Analysis
 * Sentiment analysis
 * Statistical classification
 * Naive Bayes classifier
 * Curse of dimensionality
 * K-nearest neighbors algorithm
 * False positives and false negatives
 * Receiver operating characteristic
 * Association rule learning


 * Spatial Analysis
 * Geocoding
 * Poisson point process
 * Relative risk


 * Privacy
 * Internet privacy
 * Privacy issues of social networking sites
 * Identity theft


 * Appendix
 * R (programming language)
 * RStudio
 * Social network analysis software
 * List of social networking websites
 * Glossary of graph theory
 * Design of experiments