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 ...

This paper investigates the combination and application of a number of machine learning applications to the Netflix Challenge. The algorithm uses extra data in addition to the Netflix training set. Namely, it uses a mapping from Netflix to features gleaned from IMDB, such as the director and genre. Using k-means clustering, the algorithm first clusters the users together by the IMDB features ea...

Using a sample of individuals that consumed both the book and movie versions of some cultural experience goods, we investigate the precedence and the preference for a particular version. The likelihood of consuming a version increases as information about that version increases. The preference and the precedence in consumption are related to genre, age

The purpose of this study is to examine and analyze the influence availability movie genre, service quality, quality Netflix user satisfaction in Indonesia. This type research quantitative research. variables are satisfaction. data collection technique used a questionnaire with Likert scale measurement scale. number samples 85 samples. analysis multiple linear regression SPSS program. findings ...

We present a system for fine-grained sentiment analysis in Bulgarian movie reviews. As this is pioneering work for this combination of language and sentiment granularity, we create suitable, freely available resources: a dataset of movie reviews with fine-grained scores, and a sentiment polarity lexicon. We further compare experimentally the performance of classification, regression and ordinal...

Cinematic adaptations of videogames are an increasingly common feature film culture, and the adaptive relationship between these mediums is subject videogame studies. However, our ability to historicize theorize that hampered by a failure fully define generic character object study. This essay asks, what movie? It argues scholars (1) have not considered full range ways been represented in film;...