rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Modeling the Internet and the Web
    sub title: probabilistic methods and algorithms
  name:
    name part: Baldi, Pierre.
    role:
      role term: creator
  name:
    name part: Frasconi, Paolo.
  name:
    name part: Smyth, Padhraic.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: enk
    place:
      place term: Chichester, England
    place:
      place term: Hoboken, NJ
    publisher: Wiley
    date issued: ©2003
    date issued: 2003
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xix, 285 pages) : illustrations
  table of contents: Mathematical Background -- Probability and Learning from a Bayesian Perspective -- Parameter Estimation from Data -- Basic principles -- A simple die example -- Mixture Models and the Expectation Maximization Algorithm -- Graphical Models -- Bayesian networks -- Belief propagation -- Learning directed graphical models from data -- Classification -- Clustering -- Power-Law Distributions -- Scale-free properties (80/20 rule) -- Applications to Languages: Zipf's and Heaps' Laws -- Origin of power-law distributions and Fermi's model -- Basic WWW Technologies -- Web Documents -- SGML and HTML -- General structure of an HTML document -- Links -- Resource Identifiers: URI, URL, and URN -- Protocols -- Reference models and TCP/IP -- The domain name system -- The Hypertext Transfer Protocol -- Programming examples -- Log Files -- Search Engines -- Coverage -- Basic crawling -- Web Graphs -- Internet and Web Graphs -- Power-law size -- Power-law connectivity -- Small-world networks -- Power law of PageRank -- The bow-tie structure -- Generative Models for the Web Graph and Other Networks -- Web page growth -- Lattice perturbation models: between order and disorder -- Preferential attachment models, or the rich get richer -- Copy models -- PageRank models -- Applications -- Distributed search algorithms -- Subgraph patterns and communities -- Robustness and vulnerability -- Notes and Additional Technical References -- Text Analysis -- Indexing -- Compression techniques -- Lexical Processing -- Tokenization.
  note: Pierre Baldi, Paolo Frasconi, Padhraic Smyth.
  note: Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010. MiAaHDL
  note: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL
  note: digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL
  note: Includes bibliographical references (pages 257-275) and index.
  note: English.
  subject:
    topic: Internet
    topic: Mathematical models
  subject:
    topic: Telecommunication
    topic: Traffic
    topic: Mathematical models
  subject:
    topic: World Wide Web
    topic: Mathematical models
  subject:
    topic: Cyberspace
    topic: Mathematical models
  subject:
    topic: Probabilities
  subject:
    topic: Probability
  classification: TK5105.875.I57 B35 2003eb
  classification: 004.67/8/015118
  classification: 54.65
  related item:
    title info:
      title: Modeling the Internet and the Web
    name:
      name part: Baldi, Pierre.
    origin info:
      publisher: Chichester, England ; Hoboken, NJ : Wiley, ©2003
    identifier: (DLC) 2003041154
  identifier: 0470864923
  identifier: 9780470864920
  identifier: 0470849061
  identifier: 9780470849064
  identifier: 047086799X
  identifier: 9780470867990
  identifier: 1280556048
  identifier: 9781280556043
  identifier: 9786610556045
  identifier: 6610556040
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: NhCcYBP
    record creation date: 030909
    record change date: 20260214214802.9
    record identifier: in00004678330
    language of cataloging:
      language term: eng