Non-hierarchical Clustering based Hybrid Recommendation using Context Knowledge |
Baek, Ji-Won
(Department of Computer Science, Kyonggi University)
Kim, Min-Jeong (Department of Computer Science, Kyonggi University) Park, Roy C. (Department of Information Communication Engineering, Sangji University) Jung, Hoill (Department of Computer Software, Daelim University) Chung, Kyungyong (Division of Computer Science and Engineering, Kyonggi University) |
1 | Korea Tourism Organization, http://www.visitkorea.or.kr |
2 | Ministry of Culture, Sports and Tourism, https://www.mcst.go.kr |
3 | C. C. Yu, and H. P. Chang, "Personalized location-based recommendation services for tour planning in mobile tourism applications," In International Conference on Electronic Commerce and Web Technologies, pp. 38-49, 2009. |
4 | J. Bao, Y. Zheng, Mokbel, and F. Mohamed, "Location-based and Preference-Aware Recommendation using Sparse Geo-Social Networking Data," In: Proc. of the 20th International Conference on Advances in Geographic Information Systems, ACM, pp. 199-208, 2012. |
5 | A. W. Edwards, and L. L. Cavalli-Sforza, "A Method for Cluster Analysis. Biometrics," pp. 362-375, 1965. |
6 | J. C. Gower, "A Comparison of Some Methods of Cluster Analysis. Biometrics," pp. 623-637, 1967. |
7 | P. Langfelder, B. Zhang, and S. Horvath, "Defining Clusters from a Hierarchical Cluster Tree: the Dynamic Tree Cut Package for R," Bioinformatics, Vol. 24, No. 5, pp. 719-720, 2017. DOI |
8 | F. B. Baker, and L. J. Hubert, "Measuring the Power of Hierarchical Cluster Analysis," Journal of the American Statistical Association, Vol. 70, No. 349, pp. 31-38, 1975. DOI |
9 | C. C. Bridges Jr, "Hierarchical Cluster Analysis. Psychological Reports," Vol. 18, No. 3, pp. 851-854, 1966. DOI |
10 | J. C. Gower, and G. J. Ross, "Minimum Spanning Trees and Single linkage Cluster Analysis," Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 18, No. 1, pp. 54-64, 1969. DOI |
11 | S. Na, L. Xumin, and G. Yong, "Research on K-means Clustering Algorithm: An Improved K-means Clustering Algorithm," In Proc. of the International Symposium on Intelligent Information Technology and Security Informatics. IEEE. pp. 63-67. 2010. |
12 | P. Dawyndt, H. De Meyer, and B. De Baets, "The Complete linkage Clustering Algorithm Revisited," Soft Computing, Vol. 9, No. 5, pp. 385-392, 2005. DOI |
13 | H. K. Seifoddini, "Single linkage versus Average linkage Clustering in Machine Cells Formation Applications," Computers & Industrial Engineering, Vol. 16, No. 3, pp. 419-426, 1989. DOI |
14 | E. Diday, "Optimization in Non-hierarchical Clustering. Pattern Recognition," Vol. 6, No. 1, pp. 17-33, 1974. DOI |
15 | H. Jung, K. Chung, "Knowledge-based Dietary Nutrition Recommendation for Obese Management," Information Technology and Management, Vol. 17, No. 1, pp. 29-42, 2016. DOI |
16 | TourAPI 3.0, http://api.visitkorea.or.kr |
17 | M. J. Pazzani, and D. Billsus, "Content-based recommendation systems," In The adaptive web. Springer, Berlin, Heidelberg, pp. 325-341, 2007. |
18 | J. B. Schafer, D. Frankowski, J. Herlocker, and S. Sen, "Collaborative Filtering Recommender Systems," In The adaptive web, pp. 291-324, 2007. |
19 | K. Y. Chung, J. H. Lee, "User Preference Mining through Hybrid Collaborative Filtering and Content-based Filtering in Recommendation System," IEICE Transaction on Information and Systems, Vol.E87-D, No.12, pp. 2781-2790, 2004. |
20 | Open Data Portal, http://www.data.go.kr |
21 | P. Arora, and S. Varshney, "Analysis of k-means and k-medoids Algorithm for Big Data," Procedia Computer Science, 78, pp. 507-512, 2016. DOI |
22 | P. E. Danielsson, "Euclidean Distance Mapping," Computer Graphics and Image Processing, Vol. 14, No. 3, pp. 227-248, 1980. DOI |
23 | K. J. Dembczynski, W. Waegeman, W. Cheng, and E. Hullermeier, "An Exact Algorithm for F-measure Maximization," In Advances in neural information processing systems, pp. 1404-1412, 2011. |