Application of Latent Dirichlet Allocation (LDA) to Identify Research Topics in Journal Publications

被引：0
|
作者：
Rahayu, Puji [1 ]
Saputra, Alfredo Julian [1 ]
Nurmaida, Erika [1 ]
Hutasoit, Brian D.M. [1 ]
Kraugusteeliana, Kraugusteeliana [2 ]
机构：
[1] Universitas Mercu Buana, Faculty of Computer Science, Jakarta, Indonesia
[2] Jakarta Veterans National Development University, Faculty of Computer Science, Indonesia
来源：
2023 International Conference on Informatics, Multimedia, Cyber and Information Systems, ICIMCIS 2023 | 2023年
关键词：
Compendex;
D O I：
2023 International Conference on Informatics, Multimedia, Cyber and Information Systems, ICIMCIS 2023
中图分类号：
学科分类号：
摘要：
Students
引用
收藏
页码：358 / 363
相关论文
共 50 条
  • [21] TopicXP: Exploring Topics in Source Code using Latent Dirichlet Allocation
    Savage, Trevor
    Dit, Bogdan
    Gethers, Malcom
    Poshyvanyk, Denys
    2010 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE, 2010,
  • [22] Dynamic Latent Dirichlet Allocation Tracks Evolution of Online Hate Topics
    Sear, Richard F.
    Leahy, Rhys
    Restrepo, Nicholas J.
    Johnson, Neil F.
    ADVANCES IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING, 2022, 2 (01): : 257 - 272
  • [23] On Finding the Natural Number of Topics with Latent Dirichlet Allocation: Some Observations
    Arun, R.
    Suresh, V.
    Madhavan, C. E. Veni
    Murty, M. Narasimha
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PT I, PROCEEDINGS, 2010, 6118 : 391 - 402
  • [24] Analysis of US Airline Stock Performance using Latent Dirichlet Allocation (LDA)
    Anaroua, Amina Issoufou
    Adhikari, Hari
    Choi, Youngran
    Research Square, 2023,
  • [25] Semi-supervised Document Clustering Based on Latent Dirichlet Allocation (LDA)
    秦永彬
    李解
    黄瑞章
    李晶
    JournalofDonghuaUniversity(EnglishEdition), 2016, 33 (05) : 685 - 688
  • [26] Latent Dirichlet Allocation (LDA) for Sentiment Analysis Toward Tourism Review in Indonesia
    Putri, I. R.
    Kusumaningrum, R.
    1ST INTERNATIONAL CONFERENCE ON COMPUTING AND APPLIED INFORMATICS 2016 : APPLIED INFORMATICS TOWARD SMART ENVIRONMENT, PEOPLE, AND SOCIETY, 2017, 801
  • [27] News Topics Categorization Using Latent Dirichlet Allocation and Sparse Representation Classifier
    Lee, Yuan-Shan
    Lo, Rocky
    Chen, Chia-Yen
    Lin, Po-Chuan
    Wang, Jia-Ching
    2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2015, : 136 - 137
  • [28] LATENT DIRICHLET ALLOCATION (LDA) APPROXIMATION ANALYSIS OF FINANCIAL-RELATED TEXT MESSAGES
    Jankova, Zuzana
    ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2023, 57 (01): : 267 - 282
  • [29] Analyzing Evolution and Key Themes in Food Policy: A Latent Dirichlet Allocation (LDA) Approach
    Liu, Yang
    JOURNAL OF FOOD SAFETY, 2025, 45 (01)
  • [30] A Fuzzy Approach for Measuring Development of Topics in Patents Using Latent Dirichlet Allocation
    Chen, Hongshu
    Zhang, Guangquan
    Lu, Jie
    Zhu, Donghua
    2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015), 2015,
12345