University of Oulu

Tuovinen L. (2016). A Conceptual Model of Actors and Interactions for the Knowledge Discovery Process.In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge ManagementISBN 978-989-758-203-5, pages 240-248. DOI: 10.5220/000604590240024

A conceptual model of actors and interactions for the knowledge discovery process

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Author: Tuovinen, Lauri1
Organizations: 1Biomimetics and Intelligent Systems Group, University of Oulu, P.O. Box 4500, FI-90014 Oulu, Finland
Format: article
Version: published version
Access: open
Online Access: PDF Full Text (PDF, 0.5 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe201702131553
Language: English
Published: Science and Technology Publications, 2016
Publish Date: 2017-02-13
Description:

Abstract

The knowledge discovery process is traditionally viewed as a sequence of operations to be applied to data; the human aspect of the process is seldom taken into account, and when it is, it is mainly the roles and actions of domain and technology experts that are considered. However, non-experts can also play an important role in knowledge discovery, and furthermore, the role of technology in the process may also be substantially expanded from what it traditionally has been, with special software facilitating interactions among human actors and even operating as an actor in its own right. This diversification of the knowledge discovery process is helpful in finding tenable solutions to the new problems presented by the current deluge of digital data, but only if the process model used to manage the process adequately represents the variety of forms that the process can take. The paper addresses this requirement by presenting a conceptual model that can be used to describe different types of knowledge discovery processes in terms of the actors involved and the interactions they have with one another. Additionally, the paper discusses how the interactions can be facilitated to provide effective support for each different type of process. As a future perspective, the paper considers the implications of intelligent software taking on responsibilities traditionally reserved for human actors.

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ISBN: 978-989-758-203-5
Pages: 240 - 248
DOI: 10.5220/0006045902400248
OADOI: https://oadoi.org/10.5220/0006045902400248
Host publication editor: Fred, Ana
Aveiro, David
Dietz, Jan
Filipe, Joaquim
Bernardino, Jorge
Liu, Kecheng
Conference: 8th International joint conference on knowledge discovery, knowledge engineering and knowledge management, 240-248, 2016, Porto, Portugal
Type of Publication: A4 Article in conference proceedings
Field of Science: 113 Computer and information sciences
Subjects:
Copyright information: Copyright © 2016 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved. Published in this repository with the kind permission of the publisher.