P1: qVa Trim: 6.125in×9.25in Top: 0.5in Gutter: 0.75in
CUUS2079-BIB CUUS2079-Zafarani 978 1 107 01885 3 January 13, 2014 15:59
308 BibliographyMa, Hao, Yang, Haixuan, Lyu, Michael R., and King, Irwin. 2008. Sorec: social recom-
mendation using probabilistic matrix factorization. In:Proceedings of the 17th ACM
conference on Information and Knowledge Management. ACM, pp. 931–940.
Ma, Hao, Lyu, Michael R., and King, Irwin. 2009. Learning to recommend with trust and
distrust relationships. In:Proceedings of the third ACM conference on Recommender
Systems. ACM, pp. 189–196.
Ma, Hao, Zhou, Dengyong, Liu, Chao, Lyu, Michael R., and King, Irwin. 2011. Rec-
ommender systems with social regularization. In:Proceedings of the fourth ACM
international conference on Web Search and Data Mining. ACM, pp. 287–296.
Macy, M.W. 1991. Chains of cooperation: threshold effects in collective action.Ameri-
can Sociological Review, 56.
Macy, M.W., and Willer, R. 2002. From factors to actors: computational sociology and
agent-based modeling.Annual Review of Sociology, 28.
Mahajan, V. 1985.Models for innovation diffusion. Sage Publications.
Mahajan, V., and Muller, E. 1982. Innovative behavior and repeat purchase diffusion
models. In:Proceedings of the American Marketing Educators Conference, 456 ,
460.
Mahajan, V., and Peterson, R.A. 1978. Innovation diffusion in a dynamic potential
adopter population.Management Science, 24.
Mansfield, E. 1961. Technical change and the rate of imitation.Econometrica: Journal
of the Econometric Society, 29.
Martino, J.P. 1983.Technological forecasting for decision making. McGraw-Hill.
Massa, Paolo, and Avesani, Paolo. 2004. Trust-aware collaborative filtering for recom-
mender systems. In:On the move to meaningful internet systems 2004: CoopIS, DOA,
and ODBASE. Springer, pp. 492–508.
McKay, B.D. 1980. Practical Graph Isomorphism. In:Proceedings of the 10th Manitoba
Conference on Numerical Mathematics and Computing, October 1–4, 1980,vol.1.
Utilitas Mathematica.
McPherson, M., Smith-Lovin, L., and Cook, J.M. 2001. Birds of a feather: homophily
in social networks.Annual Review of Sociology, 27.
Midgley, D.F., and Dowling, G.R. 1978. Innovativeness: the concept and its measure-
ment.Journal of Consumer Research, 4.
Milgram, S. 2009.Obedience to authority: an experimental view. Harper Perennial
Modern Classics.
Milgram, S., Bickman, L., and Berkowitz, L. 1969. Note on the drawing power of crowds
of different size.Journal of Personality and Social Psychology, 13 (2).
Milligan, G.W., and Cooper, M.C. 1985. An examination of procedures for determining
the number of clusters in a data set.Psychometrika, 50 (2).
Mirkin, B.G. 2005.Clustering for data mining: a data recovery approach. Chapman &
Hall/CRC.
Mislove, Alan, Marcon, Massimiliano, Gummadi, Krishna P., Druschel, Peter, and Bhat-
tacharjee, Bobby. 2007. Measurement and analysis of online social networks. In:
Proceedings of the seventh ACM SIGCOMM conference on Internet Measurement.
ACM, pp. 29–42.
Mitchell, T.M. 1997. Machine learning. WCB.MacGraw Hill.
Monreale, A., Pinelli, F., Trasarti, R., and Giannotti, F. 2009. WhereNext: a location
predictor on trajectory pattern mining. In:Proceedings of the 15th ACM SIGKDD