This paper describes a weakly supervised system for sentiment analysis in the movie review domain. The objective is to classify a movie review into a polarity class, positive or negative, based on those sentences bearing opinion on the movie alone. The irrelevant text, not directly related to the reviewer opinion on the movie, is left out of analysis. Wikipedia incorporates the world knowledge ...

Social class differences in civic engagement persist for both youth and adults. Althoughempiricalevidence ismixed, several recentsocial changespertainingtoyouthsuggest that social inequalities in civic engagement may be growing over time for young people. Using data from theNational Election Study, we compared trends for youth and older adults of varying education levels and tested the hypothes...

COHABITATION Cohabitation is defined by social scientists as two adults of the opposite sex living together in an intimate, nonmarital relationship. Cohabitation has rapidly become a prominent feature on the landscape of American family life. Using the 2002 National Survey of Family Growth (NSFG), Kennedy and Bumpass (2007) estimated that 58% of women aged between 25 and 29 had cohabited at som...

In spite of the rapid growth of mobile multimedia contents market, most of the customers experience inconvenience, lengthy search processes and frustration in searching for the specific multimedia contents they want. These difficulties are attributable to the current mobile Internet service method based on inefficient sequential search. To overcome these difficulties, this paper proposes a MOBI...

In this work we showcase how graph-embeddings can be used as a movie visualization and recommendation interface. The proposed low-dimensional embedding carefully preserves both local and global graph connectivity structure. The approach additionally offers: a) recommendations based on a pivot movie, b) interactive deep graph exploration of the movie connectivity graph, c) automatic movie traile...