3PM revisited: Dissecting the Three Phases Method for Outsourcing Knowledge Discovery

Richard Ooms; M.R. Spruit; S.J. Overbeek

doi:10.4018/IJBIR.2019010105

3PM revisited: Dissecting the Three Phases Method for Outsourcing Knowledge Discovery

Richard Ooms, M.R. Spruit, S.J. Overbeek

Sub Organization and Information

Research output: Contribution to journal › Article › Academic › peer-review

Abstract

This article revisits the Three Phases Method (3PM) which was published in 2010 in this journal. The 3PM is aimed at outsourcing data mining to improve corporate performance. This follow-up work aims to provide more insight into the 3PM by describing every phase of the method in detail as Meta-Algorithmic Models, through descriptions of the activities and concepts of the method and visualising the process and deliverables in Process Deliverable Diagram notation to simplify adoption of the method by practitioners.

Original language	English
Article number	5
Pages (from-to)	80-93
Number of pages	14
Journal	International Journal of Business Intelligence Research
Volume	10
Issue number	1
DOIs	https://doi.org/10.4018/IJBIR.2019010105
Publication status	Published - 2019

Keywords

Applied Data Science
CRISP-DM
Data Mining
KDD
Knowledge Discovery
Meta-Algorithmic Model
Method Engineering
Process Deliverable Diagram

Access to Document

10.4018/IJBIR.2019010105

3PM-Revisited_-Dissecting-the-Three-Phases-Method-for-Outsourcing-Knowledge-DiscoveryFinal published version, 604 KB

Cite this

@article{80f440647dfd4f14a6e5e573917a4e4f,

title = "3PM revisited: Dissecting the Three Phases Method for Outsourcing Knowledge Discovery ",

abstract = "This article revisits the Three Phases Method (3PM) which was published in 2010 in this journal. The 3PM is aimed at outsourcing data mining to improve corporate performance. This follow-up work aims to provide more insight into the 3PM by describing every phase of the method in detail as Meta-Algorithmic Models, through descriptions of the activities and concepts of the method and visualising the process and deliverables in Process Deliverable Diagram notation to simplify adoption of the method by practitioners.",

keywords = "Applied Data Science, CRISP-DM, Data Mining, KDD, Knowledge Discovery, Meta-Algorithmic Model, Method Engineering, Process Deliverable Diagram",

author = "Richard Ooms and M.R. Spruit and S.J. Overbeek",

year = "2019",

doi = "10.4018/IJBIR.2019010105",

language = "English",

volume = "10",

pages = "80--93",

journal = "International Journal of Business Intelligence Research",

issn = "1947-3591",

publisher = "IGI Global Publishing",

number = "1",

}

TY - JOUR

T1 - 3PM revisited

T2 - Dissecting the Three Phases Method for Outsourcing Knowledge Discovery

AU - Ooms, Richard

AU - Spruit, M.R.

AU - Overbeek, S.J.

PY - 2019

Y1 - 2019

N2 - This article revisits the Three Phases Method (3PM) which was published in 2010 in this journal. The 3PM is aimed at outsourcing data mining to improve corporate performance. This follow-up work aims to provide more insight into the 3PM by describing every phase of the method in detail as Meta-Algorithmic Models, through descriptions of the activities and concepts of the method and visualising the process and deliverables in Process Deliverable Diagram notation to simplify adoption of the method by practitioners.

AB - This article revisits the Three Phases Method (3PM) which was published in 2010 in this journal. The 3PM is aimed at outsourcing data mining to improve corporate performance. This follow-up work aims to provide more insight into the 3PM by describing every phase of the method in detail as Meta-Algorithmic Models, through descriptions of the activities and concepts of the method and visualising the process and deliverables in Process Deliverable Diagram notation to simplify adoption of the method by practitioners.

KW - Applied Data Science

KW - CRISP-DM

KW - Data Mining

KW - KDD

KW - Knowledge Discovery

KW - Meta-Algorithmic Model

KW - Method Engineering

KW - Process Deliverable Diagram

U2 - 10.4018/IJBIR.2019010105

DO - 10.4018/IJBIR.2019010105

M3 - Article

SN - 1947-3591

VL - 10

SP - 80

EP - 93

JO - International Journal of Business Intelligence Research

JF - International Journal of Business Intelligence Research

IS - 1

M1 - 5

ER -

3PM revisited: Dissecting the Three Phases Method for Outsourcing Knowledge Discovery

Abstract

Keywords

Access to Document

Fingerprint

Cite this