This article presents a new semi-supervised method for documentlevel sentiment analysis. We employ a supervised state-of-the-art classification approach and enrich the feature set by adding word cluster features. These features exploit clusters of words represented in semantic spaces computed on unlabeled data. We test our method on three large sentiment datasets (Czech movie and product review...

We present a new feature type named rating-based feature and evaluate the contribution of this feature to the task of document-level sentiment analysis. We achieve state-of-the-art results on two publicly available standard polarity movie datasets: on the dataset consisting of 2000 reviews produced by Pang and Lee (2004) we obtain an accuracy of 91.6% while it is 89.87% evaluated on the dataset...

Slang words can contain particular meanings that cannot be interpreted directly. To know and understand the meaning behind utterances, EFL learners employ illocutionary force by analyzing native speakers' daily communication of slang words. Therefore, this qualitative research aimed to explore types utterances in Rampage movie. The data were collected from movie transcript analyzed using docume...

We present a method of automatically constructing a domain-specific Korean sentiment dictionary which can be used to classify the sentiment of online movie reviews. More than 1.18 million online movie reviews with movie ratings ranging between 1 to 4 and 7 to 10 were collected across fourteen different movie genres to calculate the joint probability of a given word and the sentiment of movie re...

The purpose of this study was to describe the category illocutionary and reaction interlocutors expressed by speakers used in Dead Poets Society movie. method is a qualitative descriptive method. object research movie script. Based on data analysis, researcher found 72 utterances acts, dominant ones are Verdictives, namely Estimating Behabitives, Complimenting, while interlocutor acts dominated...

This research discussed the semiotic analysis of idiomatic expressions found in The Maze Runner: Death Cure movie by Wess Ball and its impact on English. aimed to find revealed dialogue movie; meaning symbols contained dialogues; movie. In this research, researchers used qualitative type content using descriptive approach help data that looked for expressions. Finally, reveal idioms From result...

The research title is An Analysis of Metaphor In Ratatouille’s Movie: Semantic Approach. Semantics generally designed as the study meaning in semantics there a figurative language that compares and exaggrate word metaphor part language. an understanding experience one kind thing terms another, conceptual classified three namely: structural metaphor, orientational ontological metaphor. object th...

This study focuses on an analysis of Ki Hadjar Dewantara's Philosophy Kandel, Bandel, Kendel, and Kandel as it relates to the main character in Mulan (2020) Movie. The research examines dialogue scenes depicted film, followed by a thorough characters using principles. According research, film portrays who possesses traits such resilience, self-assurance, bravery, which is evident various throug...

the aim of this article is to analyze the religious discourses represented in the movie “ketabe qanoon”. in this study mikhail bakhtin’s theory on polyphonic novel is used in which he believes that these novels do not have a univocal voice and instead reflect voices of different social strata. in order to analyze the movie, the methodology of laclau and mouffe is used. findings show that the mo...

OBJECTIVE We examine the association between exposure to depictions of reckless driving in movies and unsafe driving, modeling inattentive and reckless driving as separate outcomes. METHODS Data were obtained by telephone from 1,630 US adolescents aged 10 to 14 years at baseline who were drivers at a survey 6 years later. Exposure to movie reckless driving was measured based on movies seen fr...