View in EDS PDF Full Text ePub Full Text

Knowledge Discovery in the Social Sciences : A Data Mining Approach

Saved in:
Bibliographic Details
Title: Knowledge Discovery in the Social Sciences : A Data Mining Approach
Description: Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes—including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods—the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge. Readers will learn to: • appreciate the role of data mining in scientific research • develop an understanding of fundamental concepts of data mining and knowledge discovery • use software to carry out data mining tasks • select and assess appropriate models to ensure findings are valid and meaningful • develop basic skills in data preparation, data mining, model selection, and validation • apply concepts with end-of-chapter exercises and review summaries
Authors: Prof. Xiaoling Shu
Resource Type: eBook.
Subjects: Social sciences--Research--Data processing, Data mining
Categories: SOCIAL SCIENCE / Methodology, SOCIAL SCIENCE / Research
Database: eBook Collection (EBSCOhost)
FullText Links:
  – Type: ebook-pdf
  – Type: ebook-epub
Text:
  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 2345636
RelevancyScore: 1097
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1096.64697265625
IllustrationInfo
ImageInfo – Size: thumb
  Target: https://rps2images.ebscohost.com/rpsweb/othumb?id=NL$2345636$PDF&s=r
– Size: medium
  Target: https://rps2images.ebscohost.com/rpsweb/othumb?id=NL$2345636$PDF&s=d
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Knowledge Discovery in the Social Sciences : A Data Mining Approach
– Name: Abstract
  Label: Description
  Group: Ab
  Data: Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes—including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods—the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge. Readers will learn to: • appreciate the role of data mining in scientific research • develop an understanding of fundamental concepts of data mining and knowledge discovery • use software to carry out data mining tasks • select and assess appropriate models to ensure findings are valid and meaningful • develop basic skills in data preparation, data mining, model selection, and validation • apply concepts with end-of-chapter exercises and review summaries
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Prof%2E+Xiaoling+Shu%22">Prof. Xiaoling Shu</searchLink>
– Name: TypePub
  Label: Resource Type
  Group: TypPub
  Data: eBook.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Social+sciences--Research--Data+processing%22">Social sciences--Research--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Data+mining%22">Data mining</searchLink>
– Name: SubjectBISAC
  Label: Categories
  Group: Su
  Data: <searchLink fieldCode="ZK" term="%22SOCIAL+SCIENCE+%2F+Methodology%22">SOCIAL SCIENCE / Methodology</searchLink><br /><searchLink fieldCode="ZK" term="%22SOCIAL+SCIENCE+%2F+Research%22">SOCIAL SCIENCE / Research</searchLink>
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=nlebk&AN=2345636
RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 300.2856312
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Social sciences--Research--Data processing
        Type: general
      – SubjectFull: Data mining
        Type: general
    Titles:
      – TitleFull: Knowledge Discovery in the Social Sciences : A Data Mining Approach
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Prof. Xiaoling Shu
      – PersonEntity:
          Name:
            NameFull: Prof. Xiaoling Shu
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2020
            – D: 03
              M: 04
              Type: profile
              Y: 2020
          Identifiers:
            – Type: isbn-print
              Value: 9780520292307
            – Type: isbn-print
              Value: 9780520339996
            – Type: isbn-electronic
              Value: 9780520965874
          Titles:
            – TitleFull: Knowledge Discovery in the Social Sciences : A Data Mining Approach
              Type: main
ResultId 1