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Context-Aware App-Store System based on Collective Intelligence

집단지성 기반 상황인지 앱스토어 시스템

  • Received : 2014.05.27
  • Accepted : 2014.12.01
  • Published : 2015.02.28

Abstract

In this paper, we propose a context awareness system to transfer accurate information of the app store based on collective intelligence. By using collective intelligence the system minimizes the errors that could occur when an individual process the problems, recommends APIs for developers and builds the app store for not only customers but also developers. In addition, this system applies the ontology technique to aware the context of consumers, recommends the app suitable for the consumer and provides the information for app developers. By utilizing the deduction technique of the Jena, the context awareness system infers the context of a consumer and constructs the app store system which improves the existing app stores. In the point of service transfer and accuracy, the proposed app store system module show better performance than the existing app store.

본 논문에서는 앱스토어의 정확한 정보 전달을 위해 집단지성을 이용한 상황인지 시스템을 제안한다. 이 시스템은 개인이 문제 처리 시 발생하는 오류를 집단지성으로 발생하는 집단적인 능력을 이용하여 최소화하고, 앱개발자에게 필요한 API를 추천함으로써 소비자 중심이던 앱스토어를 개발자와 소비자 중심의 앱스토어를 구축 한다. 또한 이 시스템은 소비자의 상황을 온톨로지 기법에 적용하여, 앱스토어 시스템이 소비자의 상황에 적합한 앱을 추천하고, 앱개발자에게 정보를 제공해준다. 이때 앱소비자의 상황정보는 Jena의 추론기법을 활용함으로써, 소비자 상황을 정확히 추론하여 기존의 앱스토어 보다 한 단계 높은 상황인지 앱스토어 시스템을 구축한다. 본 논문에서는 제안하는 앱스토어 시스템 모듈은 기존의 소비자 중심의 앱스토어에 비해 소비자의 상황정보에 따른 서비스 전달 및 정확성 면에서 기존의 앱스토어 보다 우수함을 보인다.

Keywords

References

  1. Kwon Kyunglag. Ryu Jaehwan. Sohn Jongsoo. Chung Injeong, "Ontology Management System using Collective Intelligence," Proceedings of the Korea Inteligent Information System Society Conference, pp. 141-147, 2008.
  2. SunHyon Kwon, Youngtack Park, "Ontology-Based Context Aware System for Ubiquitous Environment," Korea Computer Congress, Vol. 34, No. 1(c), pp. 281-286, 2007.
  3. Haesung Lee, Joonhee Kwon, "RFID Mobile Book Store Service Using Collective Intelligence Based Context-Aware Information Retrieval Method," Korea Institute of Information Technology Review, Vol. 7, No. 6, pp. 137-146 , 2009.
  4. Gea,M. Soldado,R.M. Gamiz, V "Collective Intelligence and Online Learning Communities," International Conference on Information Society, pp. 319-323, Jun. 2011.
  5. Tao Zhang, Byungjeong Lee, Sooyong Kang, Hanjoon Kim "Collective Intelligence-Based Web Page Search: Combining Folksonomy and Link-Based Ranking Strategy," IEEE International Conference on Computer and Information Technology, pp. 166-171, Oct. 2009.
  6. Collective Intelligence, http://en.wikipedia.org/wiki/Collective_intelligence
  7. Byoung-Won Min, "Design and Implementation of Library Information System Using Collective Intelligence and Cloud Computing," Journal of Korea Contents Association, Vol. 11, No. 11, pp. 49-61, 2011. https://doi.org/10.5392/JKCA.2011.11.11.049
  8. Sang-Jin Cha, Seung-Bo Park, Eun-Soon Yoo, Geun-Sik Jo, "Collaborative Digital Storytelling Platform with Collective Intelligence," The Korean Society Of Computer And Information, Vol.15, No.10, pp. 19-26, Oct. 2010. https://doi.org/10.9708/jksci.2010.15.10.019
  9. Ahn, Hong-Bok. Jang, Jin-Young. Lee, Myung-Suk., "A Study of a Dictionary System of Accounting Terms Called FOLDOA, Using Collective Intelligence," Korean Association of Tax And Accounting, Vol. 35, pp. 101-115, 2013.
  10. Jeong-Mee Lee, "The Concept of the Context-Aware Computing and Its Application to the Library Information Services," Journal of the Korean Biblia Society for Library and Information Science, Vol. 23, No. 1, pp. 179-194, Mar. 2012. https://doi.org/10.14699/kbiblia.2012.23.1.179
  11. Lee Seo-Woo, Lee Jong-Gwon, "Spearheading into Ubiquitous Computing Era with Context-Awareness Technologies," Communications of the Korean Institute of Information Scientists and Engineers, Vol. 24, No. 10, pp. 16-24, Oct. 2006.
  12. Thomas Strang , Claudia Linnhoff-Popien "A Context Modeling Syrvey," Workshop on Advanced Context Modeling, Reasoning and Management, UbiComp, pp. 34-41, 2004.
  13. Utilization Smartphone Survey http://www.kisa.or.kr/