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Evolution and Characteristics of "Carbon Neutrality Movies"
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作者 Licheng LIU Di ZHANG 《Meteorological and Environmental Research》 2024年第3期45-48,共4页
"Carbon neutrality movies"are movies that focus on carbon neutrality as the object of expression and dissemination.Using carbon neutrality as an element,it influences the development of the plot,reflects env... "Carbon neutrality movies"are movies that focus on carbon neutrality as the object of expression and dissemination.Using carbon neutrality as an element,it influences the development of the plot,reflects environmental changes,and focuses on climate change caused by carbon emissions.At the same time,it focuses on offsetting carbon emissions through carbon neutrality behavior,showcasing the impact of carbon neutrality.From the perspective of ecological movies,the evolution of carbon neutrality movies at three stages can be explored.The first stage is high-carbon movies that reflect the high conflict between humans and the natural environment.The second stage is low-carbon movies,reflecting humanity's pursuit of a harmonious coexistence between humans and nature,thus adopting green and low-carbon behaviors.The third stage is carbon neutrality movies,which awaken or guide the public to pay attention to carbon emissions,promote low-carbon living,guide life practice in a carbon neutrality way,and create a better life.There are three characteristics of"carbon neutrality movies",including scientific reflection on global warming,advocating energy conservation and emission reduction in daily life,and promoting clean energy in policies. 展开更多
关键词 Carbon neutrality movie EVOLUTION CHARACTERISTIC
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Content-Based Movie Recommendation System Using MBO with DBN 被引量:1
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作者 S.Sridhar D.Dhanasekaran G.Charlyn Pushpa Latha 《Intelligent Automation & Soft Computing》 SCIE 2023年第3期3241-3257,共17页
The content-basedfiltering technique has been used effectively in a variety of Recommender Systems(RS).The user explicitly or implicitly provides data in the Content-Based Recommender System.The system collects this da... The content-basedfiltering technique has been used effectively in a variety of Recommender Systems(RS).The user explicitly or implicitly provides data in the Content-Based Recommender System.The system collects this data and creates a profile for all the users,and the recommendation is generated by the user profile.The recommendation generated via content-basedfiltering is provided by observing just a single user’s profile.The primary objective of this RS is to recommend a list of movies based on the user’s preferences.A con-tent-based movie recommendation model is proposed in this research,which recommends movies based on the user’s profile from the Facebook platform.The recommendation system is built with a hybrid model that combines the Mon-arch Butterfly Optimization(MBO)with the Deep Belief Network(DBN).For feature selection,the MBO is utilized,while DBN is used for classification.The datasets used in the experiment are collected from Facebook and MovieLens.The dataset features are evaluated for performance evaluation to validate if data with various attributes can solve the matching recommendations.Eachfile is com-pared with features that prove the features will support movie recommendations.The proposed model’s mean absolute error(MAE)and root-mean-square error(RMSE)values are 0.716 and 0.915,and its precision and recall are 97.35 and 96.60 percent,respectively.Extensive tests have demonstrated the advantages of the proposed method in terms of MAE,RMSE,Precision,and Recall compared to state-of-the-art algorithms such as Fuzzy C-means with Bat algorithm(FCM-BAT),Collaborativefiltering with k-NN and the normalized discounted cumulative gain method(CF-kNN+NDCG),User profile correlation-based similarity(UPCSim),and Deep Autoencoder. 展开更多
关键词 movie recommendation monarch butterfly optimization deep belief network facebook movielens deep learning
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Modified Sine Cosine Optimization with Adaptive Deep Belief Network for Movie Review Classification
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作者 Hala J.Alshahrani Abdulbaset Gaddah +5 位作者 Ehab S.Alnuzaili Mesfer Al Duhayyim Heba Mohsen Ishfaq Yaseen Amgad Atta Abdelmageed Gouse Pasha Mohammed 《Intelligent Automation & Soft Computing》 SCIE 2023年第7期283-300,共18页
Sentiment analysis(SA)is a growing field at the intersection of computer science and computational linguistics that endeavors to automati-cally identify the sentiment presented in text.Computational linguistics aims t... Sentiment analysis(SA)is a growing field at the intersection of computer science and computational linguistics that endeavors to automati-cally identify the sentiment presented in text.Computational linguistics aims to describe the fundamental methods utilized in the formation of computer methods for understanding natural language.Sentiment is classified as a negative or positive assessment articulated through language.SA can be commonly used for the movie review classification that involves the automatic determination that a review posted online(of a movie)can be negative or positive toward the thing that has been reviewed.Deep learning(DL)is becoming a powerful machine learning(ML)method for dealing with the increasing demand for precise SA.With this motivation,this study designs a computational intelligence enabled modified sine cosine optimization with a adaptive deep belief network for movie review classification(MSCADBN-MVC)technique.The major intention of the MSCADBN-MVC technique is focused on the identification of sentiments that exist in the movie review data.Primarily,the MSCADBN-MVC model follows data pre-processing and the word2vec word embedding process.For the classification of sentiments that exist in the movie reviews,the ADBN model is utilized in this work.At last,the hyperparameter tuning of the ADBN model is carried out using the MSCA technique,which integrates the Levy flight concepts into the standard sine cosine algorithm(SCA).In order to demonstrate the significant performance of the MSCADBN-MVC model,a wide-ranging experimental analysis is performed on three different datasets.The comprehensive study highlighted the enhancements of the MSCADBN-MVC model in the movie review classification process with maximum accuracy of 88.93%. 展开更多
关键词 Computational linguistics movie review analysis sentiment analysis sentiment classification deep learning
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Sentiment Analysis Based on Performance of Linear Support Vector Machine and Multinomial Naïve Bayes Using Movie Reviews with Baseline Techniques
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作者 Mian Muhammad Danyal Sarwar Shah Khan +3 位作者 Muzammil Khan Muhammad Bilal Ghaffar Bilal Khan Muhammad Arshad 《Journal on Big Data》 2023年第1期1-18,共18页
Movies are the better source of entertainment.Every year,a great percentage of movies are released.People comment on movies in the form of reviews after watching them.Since it is difficult to read all of the reviews f... Movies are the better source of entertainment.Every year,a great percentage of movies are released.People comment on movies in the form of reviews after watching them.Since it is difficult to read all of the reviews for a movie,summarizing all of the reviews will help make this decision without wasting time in reading all of the reviews.Opinion mining also known as sentiment analysis is the process of extracting subjective information from textual data.Opinion mining involves identifying and extracting the opinions of individuals,which can be positive,neutral,or negative.The task of opinion mining also called sentiment analysis is performed to understand people’s emotions and attitudes in movie reviews.Movie reviews are an important source of opinion data because they provide insight into the general public’s opinions about a particular movie.The summary of all reviews can give a general idea about the movie.This study compares baseline techniques,Logistic Regression,Random Forest Classifier,Decision Tree,K-Nearest Neighbor,Gradient Boosting Classifier,and Passive Aggressive Classifier with Linear Support Vector Machines and Multinomial Naïve Bayes on the IMDB Dataset of 50K reviews and Sentiment Polarity Dataset Version 2.0.Before applying these classifiers,in pre-processing both datasets are cleaned,duplicate data is dropped and chat words are treated for better results.On the IMDB Dataset of 50K reviews,Linear Support Vector Machines achieve the highest accuracy of 89.48%,and after hyperparameter tuning,the Passive Aggressive Classifier achieves the highest accuracy of 90.27%,while Multinomial Nave Bayes achieves the highest accuracy of 70.69%and 71.04%after hyperparameter tuning on the Sentiment Polarity Dataset Version 2.0.This study highlights the importance of sentiment analysis as a tool for understanding the emotions and attitudes in movie reviews and predicts the performance of a movie based on the average sentiment of all the reviews. 展开更多
关键词 Opinion mining machine learning movie reviews IMDB Dataset of 50K reviews Sentiment Polarity Dataset Version 2.0
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An Announcement About Watching a Movie
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作者 张梓涵 张超(指导) 《中学生英语》 2023年第3期7-7,共1页
Boys and girls,May I have your attention,please?I have something important to tell you.In order to help us know more about getting to the moon,there will be a science movie in the school hall at 7:30 this Sunday eveni... Boys and girls,May I have your attention,please?I have something important to tell you.In order to help us know more about getting to the moon,there will be a science movie in the school hall at 7:30 this Sunday evening.The movie From the Earth to the Moon is very interesting and it tells us all about one of the greatest achievements of the 20th century—the moon landing,which is also humans’most important scientific achievement.Anyone who wants to watch the movie please get there on time.That’s all.Thank you. 展开更多
关键词 PLEASE SOMETHING movie
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On Promoting Listening Comprehension of English Majors through Original English Movies
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作者 Jun Tan 《Journal of Educational Theory and Management》 2023年第2期14-18,共5页
In recent years,with the reform of College English Teaching in China,listening has occupied a great proportion of both the examination content and classroom teaching.When everyone is seeking a high-efficiency,fast tea... In recent years,with the reform of College English Teaching in China,listening has occupied a great proportion of both the examination content and classroom teaching.When everyone is seeking a high-efficiency,fast teaching method,the use of English original film teaching methods arises spontaneously.Its authentic speaking style,real language environment and rich cultural connotation not only improve the listening comprehension ability of English majors,but also enable students to intuitively understand the culture of Western countries.In this study,by referring to a large number of books and documents,this paper puts forward corresponding strategies for various problems arising from the use of English original film teaching in colleges and universities.English original film teaching can not only create a better learning environment,and stimulate students’interest in learning,but also enable students to actively participate in class discussions. 展开更多
关键词 English original movies Listening comprehension English major
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Application of conceptual costume show on the sci-fi movies
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作者 Jun Liang Shuang Liu 《International Journal of Technology Management》 2013年第12期43-45,共3页
Clothing is one of the important factors to perfect present the movie for the audiences; it represents the film actor' s "second language." A good audience' s favorite films in a wonderful show give the audience s... Clothing is one of the important factors to perfect present the movie for the audiences; it represents the film actor' s "second language." A good audience' s favorite films in a wonderful show give the audience story, but also the beauty film' s art manifested clothing, it gives the audience a visual double enjoyment. In recent years, more and more sci-fi drama movies are loved by the people and recognized by the box office, many science fiction movies in the summer file or Lunar New Year stalls have become a box-office champion. In addition to this success, it is the use of high-tech movie, naturally inseparable from the influx of conceptual clothing. Science fiction movie is about the future vision of the world and longing, through the idea that the concept is applied to the fihn, the final screenplay conceives a screenwriter and shoot. Thus, science fiction nmvies emphasize that the "future" concept theme, movie costumes are also combined with the need to choose the theme and design, it is clear conceptual costume for sci-fi movie and it is most appropriate. The use of conceptual clothing itself, avant-garde ", "personality" has a sense of future space features, you can add heavy feeling for the future concept of the film, while also provide some support for the fihn to create a science fiction theme. 展开更多
关键词 Science fiction movie the concept of costume movie costume science fiction movie trends
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化学情境资源开发的实用工具——Movie Maker 被引量:1
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作者 董新伟 《化学教与学》 2011年第7期81-82,72,共3页
本文介绍应用Windows Movie Maker软件制作化学教学视频的过程,包括软件使用、导入素材、组合脚本、转场特效、影像特效、添加音乐、电影预览、添加字幕、制作片头片尾、导出电影等各项功能。
关键词 movie MAKER 视频制作 现代教育技术整合 化学教学
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English Movie:A Smart Method to Teach English
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作者 沈文燕 胡俊杰 《海外英语》 2015年第2期151-152,共2页
English movies are the cultural carriers of English-speaking countries with veritable colloquial expressions, authentic environment and abundant cultural connotation. Teaching English through English movies can not on... English movies are the cultural carriers of English-speaking countries with veritable colloquial expressions, authentic environment and abundant cultural connotation. Teaching English through English movies can not only help students learn English language, but also acquire English culture. It's also an effective way to improve students' oral English and their accultural communication ability. 展开更多
关键词 ENGLISH movie ENGLISH TEACHING DUBBING ENGLISH movies ENGLISH SONGS
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On Chinese translation of English movie titles
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作者 吴珊 王瑾 《Sino-US English Teaching》 2007年第8期68-71,共4页
The translation of titles is the important part in the translation of movies. This paper proposes three principles and summarizes six translation methods in the translation of movie titles.
关键词 English movies titles TRANSLATION PRINCIPLE METHOD
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利用Windows Movie Maker对DV片段进行后期制作
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作者 刘雪锋 《科技资讯》 2006年第20期203-204,共2页
随着数字化设备的涌现,大家总希望把自己的一系列活动记录下来,随之DV走进了寻常百姓家。一方面我们在为自己的拍摄而兴奋着,另一方面却为自己的一大堆录像带而发愁着。因为说起制作影像资料,大家可能还比较陌生,觉得似乎十分高深... 随着数字化设备的涌现,大家总希望把自己的一系列活动记录下来,随之DV走进了寻常百姓家。一方面我们在为自己的拍摄而兴奋着,另一方面却为自己的一大堆录像带而发愁着。因为说起制作影像资料,大家可能还比较陌生,觉得似乎十分高深莫测,想自己制作却不知道如何下手。下面就如何利用Windows Movie Maker这一软件制作影像材料进行必要的说明。 展开更多
关键词 WINDOWS movie MAKER 后期制作 DV 片段 数字化设备 活动记录 影像资料 影像材料
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A Comparative Analysis of Different Culture Values Reflected in the Disney Movie Mulan
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作者 李培平 《英语广场(学术研究)》 2013年第4期105-106,共2页
Taking American Disney Movie Mulan as an object of research, this paper intends to compare Chinese and American cultural differences from three aspects, filial piety vs. individualism, family priority vs. the pursuit ... Taking American Disney Movie Mulan as an object of research, this paper intends to compare Chinese and American cultural differences from three aspects, filial piety vs. individualism, family priority vs. the pursuit of success and gender discrimination vs. feminism. 展开更多
关键词 movie CHINESE and AMERICAN CULTURE comparison
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Translation of Movie Titles Guided by Foreignization Theory
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作者 王明亮 刘智慧 《海外英语》 2011年第9X期257-258,共2页
On the basis of introducing the theory of foreignization,this paper aims to discuss the translation of movie titles with the application of it and a conclusion is drawn that foreignization can retain the characteristi... On the basis of introducing the theory of foreignization,this paper aims to discuss the translation of movie titles with the application of it and a conclusion is drawn that foreignization can retain the characteristics of the original movie titles to keep a distance between the source language culture and target language culture. 展开更多
关键词 FOREIGNIZATION TRANSLATION movie titles
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Movie-assisted Teaching and Learning of British and American Novels
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作者 黄道玉 朱红霞 《海外英语》 2014年第24期76-78,共3页
There is a great discovery that most respondents prefer to use movies to assist their learning of English novels and they are more competent in the course according to a survey. Through watching movies, learners could... There is a great discovery that most respondents prefer to use movies to assist their learning of English novels and they are more competent in the course according to a survey. Through watching movies, learners could better understand and appreciate the basic elements of a novel including plot, character, setting, narrative point of view, theme and style. Thus this approach is recommended to teachers and learners of British and American novels. 展开更多
关键词 BRITISH and AMERICAN LITERATURE ENGLISH movies Bri
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Conflict in the Movie “The Treatment” with a Cross-Cultural View
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作者 李培平 《海外英语》 2012年第16期175-176,共2页
Analyzes the conflicting cases through which the movie develops its plot inspiring an inter-cultural thinking and argumentation from perspectives of attitudes towards law and its social factors, and the family values ... Analyzes the conflicting cases through which the movie develops its plot inspiring an inter-cultural thinking and argumentation from perspectives of attitudes towards law and its social factors, and the family values impacting the conflicts. The author proves the truth of the above two to be the primary causes with thorough analysis of the story details appealing to abundant consentaneous understandings and theories. 展开更多
关键词 CULTURAL CONFLICT movie LAW ATTITUDE FAMILY value
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Windows Movie Maker在课件制作中的应用案例分析
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作者 吴艳 《电脑编程技巧与维护》 2011年第14期130-131,共2页
多媒体课件在现代教学中占有越来越重要的地位,主要是其本身特质:采用真实、生动、灵活的手段表达抽象、生硬的知识,能够充分激发学生的学习兴趣,提高对知识的理解的透彻性,同时教师也摆脱了"黑板式"教学。
关键词 多媒体课件 movie MAKER Flash AUTHORWARE POWERPOINT
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Movie Maker2.0视频编辑的研究及应用
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作者 尹敬齐 《计算机与网络》 2006年第2期18-20,共3页
说起视频的后期处理,很多读者想到的就是后期处理软件,比如 Premiere、会声会影等等,这些软件功能比较齐全,上手也比较快,深得读者的喜爱。但是,在不装任何软件的情况下,Windows xP Movie Maker2.0一样可以实现视频的采集和编辑。
关键词 movie MAKER 2.0 视频采集 视频编辑 工具软件
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On the Role of English Movies Watching in Classroom Teaching
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作者 张昭苑 《海外英语》 2012年第24期1-2,共2页
English movies have authentic oral expression, authentic language environment and rich cultural connotations. Appreciating English movies can not only make one learn the language knowledge, but also have access to cul... English movies have authentic oral expression, authentic language environment and rich cultural connotations. Appreciating English movies can not only make one learn the language knowledge, but also have access to cultural knowledge. Language is the carrier of culture. Learning a language is a process of access to culture. English movies can effectively develop the students'English oral communicative competence and thus making teachers achieve the ultimate goal of English teaching. 展开更多
关键词 ENGLISH movies ENGLISH TEACHING TEACHING METHOD
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Effects of Online English Movie Reviews on Improving Students' Writing
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作者 张会萍 《海外英语》 2018年第10期257-260,共4页
This study aims to study the effectiveness of online English movie reviews for improving university students’English writing in China.English movie reviews can be profitably undertaken to improve university students... This study aims to study the effectiveness of online English movie reviews for improving university students’English writing in China.English movie reviews can be profitably undertaken to improve university students’writing ability by reading English movie reviews online,discussing topics related to English movie reviews and writing English movie reviews collaboratively.University students have easy access to English movie reviews massively available on the Internet,which renders it possible and feasible for English teachers to use them to improve students’English writing.Online English movie reviews provide students with enough input of model texts,hence they can acquire some appropriate expressions before writing within a short period of time.In addition,discussion on English movie reviews through Emails and QQ platform can activate students’critical thinking to stimulate their original ideas for English movie review writing.Writing English movie reviews collaboratively with the help of Internet can develop students’confidence in writing because of peer feedback and less pressure. 展开更多
关键词 online English movie reviews online collaborative discussion English writing
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The Advantages of Movies as Listening Material in College English Teaching
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作者 唐丽丽 《海外英语》 2013年第9X期107-108,共2页
In multimedia environment, many teachers try to use new means and methods to teach listening and of which English movies with great advantages become more and more popular listening material easily accepted by student... In multimedia environment, many teachers try to use new means and methods to teach listening and of which English movies with great advantages become more and more popular listening material easily accepted by students in college English class. 展开更多
关键词 ENGLISH movies COLLEGE ENGLISH TEACHING audio-visu
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