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http://dx.doi.org/10.7472/jksii.2012.13.1.65

Collaboration Framework based on Social Semantic Web for Cloud Systems  

Mateo, Romeo Mark A. (군산대학교 전자정보공학부)
Yang, Hyun-Ho (군산대학교 정보통신공학과)
Lee, Jae-Wan (군산대학교 정보통신공학과)
Publication Information
Journal of Internet Computing and Services / v.13, no.1, 2012 , pp. 65-74 More about this Journal
Abstract
Cloud services are used for improving business. Moreover, customer relationship management(CRM) approaches use social networking as tools to enhance services to customers. However, most cloud systems do not support the semantic structures, and because of this, vital information from social network sites is still hard to process and use for business strategy. This paper proposes a collaboration framework based on social semantic web for cloud system. The proposed framework consists of components to support social semantic web to provide an efficient collaboration system for cloud consumers and service providers. The knowledge acquisition module extracts rules from data gathered by social agents and these rules are used for collaboration and business strategy. This paper showed the implementations of processing of social network site data in the proposed semantic model and pattern extraction which was used for the virtual grouping of cloud service providers for efficient collaboration.
Keywords
Social semantic web; cloud computing; collaboration system; association rule mining;
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  • Reference
1 Sales Force, "Service cloud and chatter," http://www.salesforce.com.
2 Amazon Web Services, "Amazon EC2," at http://aws.amazon.com/ec2.
3 S. Pater and O. Marks, "Accelerating Business Performance," http://www.e2conf.com/whitepaper
4 M. A. Cusumano, "The Changing Software Business, Moving from Products to Services," Computer, Vol. 41, No. 1, 2008, pp. 20-27.   DOI
5 D. Thomas, "Enabling Application Agility - Software as a Service, Cloud Computing and Dynamic Languages," Journal of Object Technology, Vol. 7, No. 4, 2008, pp. 29-32.   DOI
6 H. Liao, "SaaS Business Model for Software Enterprise," in Proc. of International Conference on Information Management and Engineering, 2009,pp. 604-607.
7 W. T. Tsai, X. Sun, Q. Shao, and G. Qi, "Two-tier Multi-tenancy Scaling and Load Balancing," in Proc. of IEEE 7th International Conference on Business Engineering, 2010, pp. 484-489.
8 J. C. Chen, N .E. Gold, N. Mehandjiev and P. J. Layzell, "Managing Supply Chains of Software as a Service through Agent Negotiations," in Proc. of IEEE 7th International Conference on E-Commerce Technology, 2005, pp. 378-381.
9 M. Godse, and S.Mulik, "An Approach for Selecting Software-as-a-Service (SaaS) Product," in Proc. of IEEE International Conference on Cloud Computing, 2009, pp. 155-158.
10 B. Liu, "Web Data Mining, Exploring Hyperlinks, Content, and Usage Data", Springer-Verlag, 2007, pp. 235-238.
11 T. Berners-Lee, J. Hendler, and O. Lassila, "The Semantic Web, Scientific American Magazine," at http://www.sciam.com/article.cfm?id=the-semantic-web&print=true,2001.
12 I. Herman, "W3C Semantic Web Activity, W3C," at http://www.w3.org/2001/sw/.
13 T. Groza, S. Handschuh, G. Grimnes, L. Sauermann, L. Sauermann, M. Jazayeri, G. Reif, "The NEPOMUK Project - On the way to the Social Semantic Desktop," JUCS, pp. 201-211.
14 W. H. Hsu, A. L. King, M. S. R. Paradesi, T. Pydinarri, T. Weigner, "Collaborative and Structural Recommendation of Friends using Weblog-based Social Network Analysis," in Proc. of AAAI Spring Symposia 2006 on Computational Approaches to Analysing Weblogs.
15 마테오 로미오, 양현호, 이재완, "클라우드 시스템의 지능적인 자원관리를 위한 적응형 부하균형기반 그룹화 기법," 인터넷정보학회논문지 제12권 제3호, 2011, pp. 37-47.
16 L. Xin and A. Datta, "On Trust Guided Collaboration among Cloud Service Providers," in Proc. of Collaborative Computing: Networking, Applications and Worksharing, 2010, pp. 1-8.
17 F. Bonchi, C. Castillo, A. Gionis and A. Jaimes, "Social Network Analysis and Mining for Business Applications," ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 2, No. 3, 2011.
18 Aperture Framework, at http://aperture.sourceforge.net
19 M. Gjoka, M. Sirivianos, A. Markopoulou, and X. Yang, "Poking Facebook, Characterization of OSN Applications," in Proc. of ACM SIGCOMM Workshop on Online Social Networks, 2008.
20 European FP7, "The Future of Cloud Computing Opportunities for European Cloud Computing Beyond 2010," at http://cordis.europa.eu/fp7/ict/ssai/docs/cloud-report-final.pdf
21 Jade Framework, at http://jade.tilab.com/
22 S. Auer, S. Dietzold and T. Riechert, "OntoWiki - A Tool for Social, Semantic Collaboration," in Proc. of International Semantic Web Conference, 2006, pp.736-749.