A big data model supporting information recommendation in social networks

Proceedings - 2nd International Conference on Cloud and Green Computing and 2nd International Conference on Social Computing and Its Applications, CGC/SCA 2012

Volumn , Issue , 2012, Pages 810-813

  Han, Xiaoyue ^a   Tian, Lianhua ^a   Yoon, Minjoo ^a   Lee, Minsoo ^a  

^a Ewha Womans University   (South Korea)

Author keywords

data model; information recommendation; social networks

Indexed keywords

BIG DATUM; CURRENT TECHNOLOGY; INFORMATION RECOMMENDATION; MAP-REDUCE; SOCIAL BEHAVIOR; SOCIAL NETWORKING SERVICES; SOCIAL NETWORKS;

BEHAVIORAL RESEARCH; DATA STRUCTURES; MODELS; SOCIAL NETWORKING (ONLINE);

INFORMATION USE;

EID: 84874594087     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CGC.2012.125     Document Type: Conference Paper

References (8)

1. IDC Analyze the Future, http://www.idc.com/research/Predictions12/Main/ index.jsp
2. X. Su and T. Khoshgoftarr, "A Survey of Collaborative Filtering Techniques," Advanced in Artificial Intelligence, Volume 2009, No. 4, January 2009
3. P. Resnick et al., "Grouplens: an Open Architecture for Collaborative Filtering of Netnews," In Proceedings of the ACM Conference on Computer Supported Cooperative Work, pp. 175-186, 1994.
4. B. Sarwar et al., "Item-Based Collaboration Filtering Recommendation Algorithms," In Proceedings of the 19th International Conference on World Wide Web, pp. 285-295, 2010.
5. B. Sarwar et al., "Recommender Systems for Large-Scale E-commerce: Scalable Neighborhood Formation Using Clustering," Proceedings of the 5th International Conference on Computer and Information Technology, 2002.
6. K. Miyahara and M. Pazzani, "Collaborative filtering with the simple Bayesian classifier," In Proceedings of the 6th Pacific Rim International Conference on Artificial Intelligence, pp. 679-689, 2000.
7. K. Wang and T. Su, "Item selection by" Hub-Authority "Profit Ranking", In Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 652-657, 2002.
8. Jeffrey Dean and Sanjay Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters", Communications of the ACM, Volume 51 Issue 1, January, pp. 107-113, 2008.