Journal of the Korea Society of Computer and Information (한국컴퓨터정보학회논문지)

Korean Society of Computer Information (한국컴퓨터정보학회)
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The Development of the User-Customizable Favorites-based Smart Phone UX/UI Using Tap Pattern Similarity

탭 패턴 유사도를 이용한 사용자 맞춤형 즐겨찾기 스마트 폰 UX/UI개발

  • Kim, Yeongbin (Department of Computer Science and Engineering, Dongguk University) ;
  • Kwak, Moon-Sang (Department of Computer Science and Engineering, Dongguk University) ;
  • Kim, Euhee (Department of Computer Science and Engineering, Shinhan University)
  • 김영빈 (동국대학교 컴퓨터공학과) ;
  • 곽문상 (동국대학교 컴퓨터공학과) ;
  • 김유희 (신한대학교 IT융합공학부 컴퓨터공학전공)
  • Received : 2014.05.20
  • Accepted : 2014.08.08
  • Published : 2014.08.30
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Abstract

In this paper, we design a smart phone UX/UI and a tap pattern recognition algorithm that can recognize tap patterns from a tapping user's fingers on the screen, and implement an application that provides user-customizable smart phones's services from the tap patterns. A user can generate a pattern by tapping the input pad several times and register it by using a smart phone's favorite program. More specifically, when the user inputs a tap pattern on the input pad, the proposed application searches a stored similar tap pattern and can run a service registered on it by measuring tap pattern similarity. Our experimental results show that the proposed method helps to guarantee the higher recognition rate and shorter input time for a variety of tap patterns.

본 논문에서는 화면터치에 따른 탭 동작을 패턴 화하여 인식할 수 있는 UX/UI와 탭 패턴인식 알고리즘을 설계하여 사용자 맞춤형 즐겨찾기 애플리케이션 구현을 하였다. 스마트 폰 사용자가 입력패드에 손가락으로 탭 하는 동작들을 패턴으로 생성하고, 이 탭 패턴에 스마트 폰에서 사용자가 즐겨 사용하는 서비스를 설정할 수 있도록 한다. 사용자가 입력패드를 이용하여 탭 패턴을 입력했을 때, 탭 패턴 유사도를 측정하여 등록된 탭 패턴과 유사하면 설정된 스마트 폰의 서비스 기능을 수행한다. 실험을 통해 제안한 방법이 사용자 편의성을 고려한 다양한 형태의 탭 패턴에 대하여 높은 인식률과 입력 종료 후의 지연 시간 단축을 보장함을 보여주었다.

Keywords

References

  1. J. Joo, J. Lee, H. Cho, "Study on Human Motion based Smartphone UX Pattern using User Experience Design", The Journal of Digital Policy & Management, Vol. 10, No. 9, pp. 345-350, 2012.
  2. J. Choi, H. Lee, E. Jang, "The Conceptual Components of Simplicity in the Smartphone UX Design : A Case of iPhone", Journal of Korean Society Design Science, Vol. 23, No. 4, August 2010.
  3. J. Yu, "A Study on the Trend of Smartphone Launcher, Strategies and Effect on Mobile Ecosystem", KICS 2013 Summer Conference, Vol 51, pp. 983-984, June 2013.
  4. J. Hong, H. Jung, C. Moon, J. Yook, "Repetitive Learning System using Smart Phone's Unlock Screen", KSII 2012 Summer Conference, Vol. 13, No. 1, pp. 95-96, 2012.
  5. B. Choi, J. Hong, S. Jo, "Gesture interface with 3D accelerometer for mobile users", HCI 2009, pp. 378-383, February 2009.
  6. J. Lee, J. Kim, "A Study on Developing a Guideline for Lock-screen Design on Smart Devices - Focused on Smart phone Users of Korea and U.S.A.", The Journal of Digital Policy &Management, Vol. 13, No. 4, pp.72-81, 2013.
  7. S. Jo, "Experimental research on the effect of body movement in rhythm perception", Interdisciplinary Program at Seoul National University Thesis for a degree, February 2012.
  8. Y. Seung, "An Understanding of the Multiple Hearing Modes of Children in Rhythmic Cognition", Yonsei Music Research, Vol. 10, pp. 41-55, 2003.
  9. H. Kim, H. Song, S. Park, "Proper Response Times and Design Factors Influencing User Satisfaction with Diverse Touch Tap Operations for the Smartphone", Vol. 27, No. 2, pp. 95-105, May 2014.
  10. Y. Kim, M. Kwak, E. Kim, "Design and Implementation of Smartphone UX using Tap Pattern Input", KIISE 40th Fall Conference, Vol. 40, No. 2, pp. 333-335, 2013.
  11. Android Developer, http://developer.android.com
  12. Singhal, Amit, "Modern Information Retrieval: A Brief Overview", Bulletin of the IEEE Computer Society Technical Committee on Data Engineering Vol. 24, No. 4, pp.35-43, 2001.
  13. P.-N. Tan, M. Steinbach & V. Kumar, "Introduction to Data Mining", Addison-Wesley, page 500, 2005.

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