DocumentCode
3563785
Title
Human-based genetic algorithm for facilitating practical use of data in the internet
Author
Hasebe, Ryosuke ; Kouda, Rina ; Ohnishi, Kei ; Munetomo, Masaharu
Author_Institution
Kyushu Inst. of Technol., Iizuka, Japan
fYear
2014
Firstpage
1327
Lastpage
1332
Abstract
A variety of data are accumulated in the Internet and the data are increasing in amount everyday, for example, open data provided by governments of multiple countries. Utilizing such data might be linked to creating new businesses or services. Therefore, it would be useful if we have a system that helps users discuss purposes to utilize the data quickly and efficiently. So, we conceptually present a system implementing a human-based genetic algorithm that is intended to help users discuss purposes to utilize the data quickly and efficiently, and then develop a web-based system for discussing suitable tags for given images according to the concept. We also conduct subjective tests for evaluating the developed system. The results do not show statistical significant difference between the developed system and a conventional way, but we obtain several positive comments about the usability of the developed system.
Keywords
Internet; data handling; genetic algorithms; Internet; Web based system; facilitating practical use; governments; human based genetic algorithm; Big data; Genetic algorithms; Internet; Organizations; Tag clouds; Usability; User interfaces;
fLanguage
English
Publisher
ieee
Conference_Titel
Soft Computing and Intelligent Systems (SCIS), 2014 Joint 7th International Conference on and Advanced Intelligent Systems (ISIS), 15th International Symposium on
Type
conf
DOI
10.1109/SCIS-ISIS.2014.7044747
Filename
7044747
Link To Document