CLAIRLIB Documentation v1.03
Clinical Orthopaedics and Related Research(2007)
摘要
The Clair library is intended to simplify a number of generic tasks in
Natural Language Processing (NLP), Information Retrieval (IR), and Network
Analysis. Its architecture also allows for external software to be plugged in
with very little effort. Functionality native to Clairlib includes
Tokenization, Summarization, LexRank, Biased LexRank, Document Clustering,
Document Indexing, PageRank, Biased PageRank, Web Graph Analysis, Network
Generation, Power Law Distribution Analysis, Network Analysis (clustering
coefficient, degree distribution plotting, average shortest path, diameter,
triangles, shortest path matrices, connected components), Cosine Similarity,
Random Walks on Graphs, Statistics (distributions, tests), Tf, Idf, Community
Finding.
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关键词
statistical distribution,information retrieval,connected component,natural language processing,power law distribution,document clustering,network analysis,indexation,shortest path,clustering coefficient,degree distribution
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