NDLI: Creative Computing for Bespoke Ideation

Content Provider	IEEE Xplore Digital Library
Author	Delin Jing Hongji Yang
Copyright Year	2015
Description	Author affiliation: Centre for Creative Comput., Bath Spa Univ., Corsham, UK (Delin Jing; Hongji Yang)
Abstract	Today, idea generation is an extremely important activity for both academic researchers and industrial groups. A considerable number of applications and research studies have been made in the past years in order to increase the effectiveness of idea making process. However, there is lack of efforts on making machine generated ideas novel, surprising and valuable. This research uses concept machine ideation for machinery creative ideas generation and aims to discuss the realistic of bespoke machines ideation, which is simplified as bespoke ideation in the main text. After carefully reviewed the current situation of human ideation, it raises challenge issue to be addressed in this paper. Then, it reviews representative human ideation cases and summarises an overview process for general human ideation. Moreover, it simulates the overview process into a machine ideation process. Next, related concepts and techniques are discussed including Creative Computing, new idea, and creativity. Based on the discussions and the simulated machine ideation process, this paper provides a Creative Computing method to achieve bespoke ideation. Then, detailed techniques and rules that needed to be designed and applied are planned and explained for all the phases to fulfil the machine ideation approach as bespoke approach. Furthermore, a prototype of Research Topics Generation System (RTGS) is developed as a bespoke ideation system to illustrate the proposed approach as well as prove the approach's feasibility, in which a set of new research topics on a designated domain is generated to inspire further studies. The main contribution of this paper is the proposed bespoke ideation approach, by which machine ideation is possible to be achieved in reality.
Starting Page	34
Ending Page	43
File Size	4984189
Page Count	10
File Format	PDF
ISSN	07303157
e-ISBN	9781467365642
DOI	10.1109/COMPSAC.2015.203
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-01
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computers Technological innovation Software Prototypes Stakeholders Artificial intelligence Focusing ideation; ideas creation; creative computing; creativity; idea generation
Content Type	Text
Resource Type	Article
Subject	Computer Science Applications Software

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