Artificial immune system for blog design generation = 인공 면역 시스템을 이용한 블로그 디자인 자동 생성 시스템

Cited 0 time in webofscience Cited 0 time in scopus
  • Hit : 345
  • Download : 0
Web 2.0 indicates and proposes new types of internet based service whereas exact definition of Web 2.0 still varies. Blog is one of the representative services of this change. Blog is considered as personal media and, on that account, blog is considered as a fundamental service that can express author’s characteristics. Nevertheless dramatic increasing number of blog users and distinctive characteristics of a blog service, management and manipulation of a blog page is not easy for common individuals. Therefore, most major companies provide blog hosting service and most of blog user actually relies on such services. However, such blogs are maintained without any considerations about one of the most important features of blog that it represents user’s characteristic. Hence we are suggesting a system that can automatically generate blog page designs with considering each user’s preferences. Proposed system utilized artificial immune system to provide automatic blog page generation ability. AIS provided a good metaphor in this application and it showed better performance than prevalently used approach, genetic algorithm. With algorithmic performance, it tried to achieve three objectives; fast enough and easy to use, customization chance, trend adaptability. These objectives are accomplished utilizing evolutionary algorithm and designing affinity functions to consider both user’s selection and existing blog pages. First of all, we defined the ranges of blog design and adapted various techniques to represent blog design as an antibody. Also basic measurements, comparing two different blog designs and quantifying quality of blog design, are designed. Slicing tree layout representation and HSV color space are utilized for blog design representation as well as layout and color comparison methods such as color histogram are adapted for blog design comparisons. Throughout whole process, the system showed ability that can provide new blogs to the user quickly and e...
Advisors
Lee, Do-Heonresearcher이도헌researcher
Description
한국과학기술원 : 바이오시스템학과,
Publisher
한국과학기술원
Issue Date
2007
Identifier
264229/325007  / 020053628
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 바이오시스템학과, 2007.2, [ v, 33 p. ]

Keywords

blog; artificial immune system; blog design; 블로그 디자인; 블로그; 인공면역시스템

URI
http://hdl.handle.net/10203/27140
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=264229&flag=dissertation
Appears in Collection
BiS-Theses_Master(석사논문)
Files in This Item
There are no files associated with this item.

qr_code

  • mendeley

    citeulike


rss_1.0 rss_2.0 atom_1.0