Monday, July 27, 2009

Introduction to Information Retrieval


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Introduction to Information Retrieval
By Christopher D. Manning, Prabhakar Raghavan & Hinrich Schütze
Cambridge University Press 2008
ISBN: 0521865719


Search Engine ေတြ Information Retrieval ေတြအေျကာင္း စိတ္ဝင္စားတဲ့သူေတြ အေနနဲ့ ေဟာဒီစာအုပ္ေလးဟာ အလြန္ပဲ အေထာက္အကူ ျဖစ္ေစပါလိမ့္မယ္။ က်ြန္ေတာှလည္း မေန့ကမွ NTU မွာ PhD Research လုပ္ေနတဲ့ ကိုထြန္းသူရသက္ ညြွန္ျပအျကံေပးလို့ သိခဲ့ရတာ။ ေနာင္တခ်ိန္ ျမန္မာရွာေဖြေရးအင္ဂ်င္ လုပ္မယ့္သူမ်ားအတြက္ လိုအပ္ပါလိမ့္မယ္။ စာအုပ္ထဲမွာ ေအာက္ပါ အခန္းကဏဿဍေတြ ပါဝင္ပါတယ္။ အြန္လိုင္းကေန ဖတ္မယ္ဆိုရင္လည္း ရပါတယ္။


  • Boolean retrieval
  • The term vocabulary and postings lists
  • Dictionaries and tolerant retrieval
  • Index construction
  • Index compression
  • Scoring, term weighting and the vector space model
  • Computing scores in a complete search system
  • Evaluation in information retrieval
  • Relevance feedback and query expansion
  • XML retrieval
  • Probabilistic information retrieval
  • Language models for information retrieval
  • Text classification and Naive Bayes
  • Vector space classification
  • Support vector machines and machine learning on documents
  • Flat clustering
  • Hierarchical clustering
  • Matrix decompositions and latent semantic indexing
  • Web search basics
  • Web crawling and indexes
  • Link analysis


Read this book online
Download | Pdf | 5Mb
Source: http://informationretrieval.org


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