An overview of biological data mining

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Abstract

The largest digital repository of information, the World Wide Web keeps growing exponentially and calls for data mining services to provide tailored web experiences. This chapter discusses the overview of information retrieval, knowledge discovery and data mining. It reviews the different stages of data mining and introduces the wide spread biological databanks, their explosion, integration, data warehousing, information retrieval, text mining, text repositories for biological research publications, domain specific search engines, web mining, biological networks and visualization, ontology and systems biology. This chapter also illustrates some technical jargon with picture analogy for a novice learner to understand the concepts clearly.

Original languageEnglish
Title of host publicationLibrary and Information Services for Bioinformatics Education and Research
PublisherIGI Global Publishing
Pages130-154
Number of pages25
ISBN (Electronic)9781522518723
ISBN (Print)1522518711, 9781522518716
DOIs
Publication statusPublished - 25-01-2017

Fingerprint

Data mining
Information retrieval
information retrieval
warehousing
Data warehouses
Search engines
World Wide Web
search engine
ontology
visualization
Explosions
Ontology
biology
Visualization
Internet
Data Mining
knowledge
experience
Repository
Information Retrieval

All Science Journal Classification (ASJC) codes

  • Arts and Humanities(all)
  • Social Sciences(all)
  • Computer Science(all)

Cite this

Balaji, S. (2017). An overview of biological data mining. In Library and Information Services for Bioinformatics Education and Research (pp. 130-154). IGI Global Publishing. https://doi.org/10.4018/978-1-5225-1871-6.ch007
Balaji, Seetharaman. / An overview of biological data mining. Library and Information Services for Bioinformatics Education and Research. IGI Global Publishing, 2017. pp. 130-154
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Balaji, S 2017, An overview of biological data mining. in Library and Information Services for Bioinformatics Education and Research. IGI Global Publishing, pp. 130-154. https://doi.org/10.4018/978-1-5225-1871-6.ch007

An overview of biological data mining. / Balaji, Seetharaman.

Library and Information Services for Bioinformatics Education and Research. IGI Global Publishing, 2017. p. 130-154.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Balaji S. An overview of biological data mining. In Library and Information Services for Bioinformatics Education and Research. IGI Global Publishing. 2017. p. 130-154 https://doi.org/10.4018/978-1-5225-1871-6.ch007