iMovie: A Prototype Sentiment Search Engine for Movie Reviews

被引:0
|
作者
Chen, Dongling [1 ]
Yang, Feng [2 ]
机构
[1] Shenyang Univ, Sch Informat Engn, Shenyang 110044, Peoples R China
[2] Northeastern Univ, Sch Informat Engn, Shenyang 110004, Peoples R China
关键词
Sentiment Search; Opinion Mining; Search Engine; Sentiment Analyzer; Mining Sentiment;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, we present our system iMovie to provide an efficient sentiment search tool for online movie reviews. iMovie implements a ontology tree model to represent the complex relationship between features and opinion words in movie reviews, which guarantees system's accuracy. iMovie integrates flexible fine-grained sentiment search interface as well as relation search functions. The internal mechanism and the usage of iMovie are illustrated in this paper.
引用
收藏
页码:217 / 221
页数:5
相关论文
共 50 条
  • [21] Sentiment Analysis of Persian Movie Reviews Using Deep Learning
    Dashtipour, Kia
    Gogate, Mandar
    Adeel, Ahsan
    Larijani, Hadi
    Hussain, Amir
    [J]. ENTROPY, 2021, 23 (05)
  • [22] CosMovis: Analyzing Semantic Network of Sentiment Words in Movie Reviews
    Ha, Hyoji
    Kim, Gi-nam
    Hwang, Wonjoo
    Choi, Hanmin
    Lee, Kyungwon
    [J]. 2014 IEEE 4TH SYMPOSIUM ON LARGE DATA ANALYSIS AND VISUALIZATION (LDAV), 2014, : 113 - 114
  • [23] Genre Specific Aspect Based Sentiment Analysis of Movie Reviews
    Parkhe, Viraj
    Biswas, Bhaskar
    [J]. 2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 2418 - 2422
  • [24] A Lexical Upadating Algorithm for Sentiment Analysis on Chinese Movie Reviews
    Song, Yiwei
    Gu, Kaiwen
    Li, Huakang
    Sun, Guozi
    [J]. 2017 FIFTH INTERNATIONAL CONFERENCE ON ADVANCED CLOUD AND BIG DATA (CBD), 2017, : 188 - 193
  • [25] Sentiment Analysis of Online Movie Reviews using Machine Learning
    Steinke, Isaiah
    Wier, Justin
    Simon, Lindsay
    Seetan, Raed
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (09) : 618 - 624
  • [26] Sentiment classification of movie reviews using contextual valence shifters
    Kennedy, Alistair
    Inkpen, Diana
    [J]. COMPUTATIONAL INTELLIGENCE, 2006, 22 (02) : 110 - 125
  • [27] An implementation of support vector machine on sentiment classification of movie reviews
    Yulietha, I. M.
    Faraby, S. A.
    Adiwijaya
    Widyaningtyas, W. C.
    [J]. INTERNATIONAL CONFERENCE ON DATA AND INFORMATION SCIENCE (ICODIS), 2018, 971
  • [28] Sentiment analysis of movie reviews: finding most important movie aspects using driving factors
    Parkhe, Viraj
    Biswas, Bhaskar
    [J]. SOFT COMPUTING, 2016, 20 (09) : 3373 - 3379
  • [29] Sentiment analysis of movie reviews: finding most important movie aspects using driving factors
    Viraj Parkhe
    Bhaskar Biswas
    [J]. Soft Computing, 2016, 20 : 3373 - 3379
  • [30] A Scalable Movie Recommendation System on Search Engine
    Shi, Mingruo
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT 2017), 2017, 70 : 205 - 208