Clustering and Information Retrieval

- Softcover Repri

indgår i serie Network Theory and Applications


Clustering and Information Retrieval
Format:
Bog, hæftet
Udgivelsesdato:
01-09-2011
Sprog:
Engelsk
  • Beskrivelse
  • Yderligere info
  • Anmeldelser

Clustering is an important technique for discovering relatively dense sub-regions or sub-spaces of a multi-dimension data distribution. Clus­ tering has been used in information retrieval for many different purposes, such as query expansion, document grouping, document indexing, and visualization of search results. In this book, we address issues of cluster­ ing algorithms, evaluation methodologies, applications, and architectures for information retrieval. The first two chapters discuss clustering algorithms. The chapter from Baeza-Yates et al. describes a clustering method for a general metric space which is a common model of data relevant to information retrieval. The chapter by Guha, Rastogi, and Shim presents a survey as well as detailed discussion of two clustering algorithms: CURE and ROCK for numeric data and categorical data respectively. Evaluation methodologies are addressed in the next two chapters. Ertoz et al. demonstrate the use of text retrieval benchmarks, such as TRECS, to evaluate clustering algorithms. He et al. provide objective measures of clustering quality in their chapter. Applications of clustering methods to information retrieval is ad­ dressed in the next four chapters. Chu et al. and Noel et al. explore feature selection using word stems, phrases, and link associations for document clustering and indexing. Wen et al. and Sung et al. discuss applications of clustering to user queries and data cleansing. Finally, we consider the problem of designing architectures for infor­ mation retrieval. Crichton, Hughes, and Kelly elaborate on the devel­ opment of a scientific data system architecture for information retrieval.

Vis mereVis mindre

Udgivelsesdato:
01-09-2011
ISBN13:
9781461379492
Vægt:
481 g
Dybde:
18 mm
Bredde:
156 mm
Højde:
234 mm
Forlag:
Springer
Format:
Hæftet
  • Forfattere

    Vis mereVis mindre

    Vis mereVis mindre

    Clustering and Information Retrieval

    - Softcover Repri

    indgår i serie Network Theory and Applications

    • Leveringstid 4-6 hverdage
    • Forventet levering 30-10-2019

    på lager

    Fandt du ikke hvad du søgte?

    Hvis denne bog ikke er noget for dig, kan du benytte kategorierne nedenfor til at finde andre titler. Klik på en kategori for at se lignende bøger.