Lexical Matching-Based Approach for Multilingual Movie Recommendation Systems

被引:0
|
作者
Xuan Hau Pham [1 ]
Jung, Jason J. [2 ]
Ngoc Thanh Nguyen [3 ,4 ]
机构
[1] Quangbinh Univ, Dept Technol, Dong Hoi, Vietnam
[2] Chung Ang Univ, Dept Comp Engn, Knowledge Engn Lab, Seoul, South Korea
[3] Ton Duc Thang Univ, Fac Informat Technol, Div Knowledge & Syst Engn ICT, Ho Chi Minh City, Vietnam
[4] Wroclaw Univ Technol, Fac Comp Sci & Management, Wroclaw, Poland
关键词
Recommendation systems; Multilingual movie; User profile;
D O I
10.1007/978-3-319-31277-4_13
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recommendation systems (RecSys) have been developed for personalized users interaction process to deal with overload information. Movie Content-based recommendation approaches try to measure similarity between movie or users based on relevant information. Nowadays the amount of information on the web exists in several languages. The items description on the RecSys may be not only native languages but also multilingualism. Besides, users interact to the system come from many countries in different languages. However, most of these recommendation systems lack mechanisms to support users overcoming the language problem. Thus, in this paper, we propose a lexical matching-based approach to deal with multilingualism in our process and show efficient experiment for multilingual recommendation system in movie domain.
引用
收藏
页码:149 / 158
页数:10
相关论文
共 50 条
  • [21] An Ontology-based Approach on Intelligent Recommendation in Movie Field
    Nie Guihua
    Xia Huan
    Li Xiaofei
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INNOVATION AND MANAGEMENT, VOLS I AND II, 2009, : 1489 - 1494
  • [22] Licensed and Unlicensed Bands Allocation for Cellular Users: A Matching-Based Approach
    Gao, Yuan
    Wu, Yue
    Hu, Haonan
    Chu, Xiaoli
    Zhang, Jie
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (03) : 969 - 972
  • [23] An Information Retrieval Based Approach for Multilingual Ontology Matching
    Rexha, Andi
    Dragoni, Mauro
    Kern, Roman
    Kroell, Mark
    [J]. NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, NLDB 2016, 2016, 9612 : 433 - 439
  • [24] A Probabilistic Approach to Cross-Region Matching-Based Image Retrieval
    Gao, Zhimin
    Wang, Lei
    Zhou, Luping
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 28 (03) : 1191 - 1204
  • [25] WLCSSLearn: Learning Algorithm for Template Matching-based Gesture Recognition Systems
    Ciliberto, Mathias
    Cuspinera, Luis Ponce
    Roggen, Daniel
    [J]. 2019 JOINT 8TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV) AND 2019 3RD INTERNATIONAL CONFERENCE ON IMAGING, VISION & PATTERN RECOGNITION (ICIVPR) WITH INTERNATIONAL CONFERENCE ON ACTIVITY AND BEHAVIOR COMPUTING (ABC), 2019, : 91 - 96
  • [26] An Improved Approach for Movie Recommendation System
    Agrawal, Shreya
    Jain, Pooja
    [J]. 2017 INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), 2017, : 336 - 342
  • [27] A matching-based view interpolation scheme
    Sun, XY
    Dubois, E
    [J]. 2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 877 - 880
  • [28] MATCHING-BASED HEDONIC SCALING IN PIGEON
    MILLER, HL
    [J]. JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR, 1976, 26 (03) : 335 - 347
  • [29] Characterization and Automation of Matching-Based Neighborhoods
    Benoist, Thierry
    [J]. INTEGRATION OF AI AND OR TECHNIQUES IN CONSTRAINT PROGRAMMING FOR COMBINATORIAL OPTIMIZATION PROBLEMS, 2010, 6140 : 45 - 50
  • [30] Learning-Based Ad Auction Design with Externalities: The Framework and A Matching-Based Approach
    Li, Ningyuan
    Ma, Yunxuan
    Zhao, Yang
    Duan, Zhijian
    Chen, Yurong
    Zhang, Zhilin
    Xu, Jian
    Zheng, Bo
    Deng, Xiaotie
    [J]. PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, 2023, : 1291 - 1302