NDLI: Data crystallization applied for designing new products

Content Provider	Springer Nature Link
Author	Horie, Kenichi Mae, Yoshiharu Ohsawa, Yukio
Copyright Year	2007
Abstract	It is only the observable part of the real world that can be stored in data. For such incomplete and ill-structured data, data crystallizing aims at presenting the hidden structure among events including unobservable events. This is realized by data crystallization, where dummy items, corresponding to potential existence of unobservable events, are inserted to the given data. These dummy items and their relations with observable events are visualized by applying KeyGraph to the data with dummy items, like the crystallization of snow where dusts are involved in the formation of crystallization of water molecules. For tuning the granularity level of structure to be visualized, the tool of data crystallization is integrated with human’s process of understanding significant scenarios in the real world. This basic method is expected to be applicable for various real world domains where previous methods of chance-discovery lead human to successful decision making. In this paper, we apply the data crystallization with human-interactive annealing (DCHA) to the design of products in a real company. The results show its effect to industrial decision making.
Starting Page	34
Ending Page	49
Page Count	16
File Format	PDF
ISSN	10043756
Journal	Journal of Systems Science and Systems Engineering
Volume Number	16
Issue Number	1
e-ISSN	18619576
Language	English
Publisher	Systems Engineering Society of China
Publisher Date	2007-01-01
Publisher Place	Beijing
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Chance discovery data crystallization unobservable events human machine interaction design Systems and Information Theory in Engineering Game Theory/Mathematical Methods Operations Research/Decision Theory
Content Type	Text
Resource Type	Article
Subject	Control and Systems Engineering Information Systems

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Estimation of chain reaction bankruptcy structure by chance discovery method — With time order method and directed KeyGraph

Chance Discovery with Data Crystallization: Discovering Unobservable Events

Viewing urban disruptions from a decision informatics perspective

Big Data: Unleashing information

Special issue editorial

Man-machine collaborated knowledge creation in HWMSE

Expert discovery and knowledge mining in complex multi-agent systems

Products recommendations using emotional information

Service attribute-process matrix: A tool for designing and managing services

Data crystallization applied for designing new products

Similar Documents

Estimation of chain reaction bankruptcy structure by chance discovery method — With time order method and directed KeyGraph

Chance Discovery with Data Crystallization: Discovering Unobservable Events

Viewing urban disruptions from a decision informatics perspective

Big Data: Unleashing information

Special issue editorial

Man-machine collaborated knowledge creation in HWMSE

Expert discovery and knowledge mining in complex multi-agent systems

Products recommendations using emotional information

Service attribute-process matrix: A tool for designing and managing services

Data crystallization applied for designing new products