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
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
  • [1] Detection of Reference Topics and Suggestions using Latent Dirichlet Allocation (LDA)
    Basuki, Setio
    Azhar, Yufis
    Minarno, Agus Eko
    Aditya, Christian Sri Kusuma
    Sumadi, Fauzi Dwi Setiawan
    Ramadhan, Ardiansah Ilham
    PROCEEDINGS OF 2019 12TH INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGY AND SYSTEM (ICTS), 2019, : 16 - 20
  • [2] AUGMENTED LATENT DIRICHLET ALLOCATION (LDA) TOPIC MODEL WITH GAUSSIAN MIXTURE TOPICS
    Prabhudesai, Kedar S.
    Mainsah, Boyla O.
    Collins, Leslie M.
    Throckmorton, Chandra S.
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 2451 - 2455
  • [3] Extracting Promising Topics on Smart Manufacturing Based on Latent Dirichlet Allocation (LDA)
    Yoon, Young Seog
    Lee, Junhee
    Park, Kwangroh
    2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE, 2019, : 1237 - 1242
  • [4] Analysis of the Trends in Biochemical Research Using Latent Dirichlet Allocation (LDA)
    Kang, Hee Jay
    Kim, Changhee
    Kang, Kyungtae
    PROCESSES, 2019, 7 (06):
  • [5] Modeling Research Topics for Artificial Intelligence Applications in Medicine: Latent Dirichlet Allocation Application Study
    Bach Xuan Tran
    Nghiem, Son
    Sahin, Oz
    Manh Vu, Tuan
    Giang Hai Ha
    Giang Thu Vu
    Hai Quang Pham
    Hoa Thi Do
    Latkin, Carl A.
    Tam, Wilson
    Ho, Cyrus S. H.
    Ho, Roger C. M.
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2019, 21 (11)
  • [6] Investor Reaction to Financial Disclosures across Topics: An Application of Latent Dirichlet Allocation*
    Feuerriegel, Stefan
    Prollochs, Nicolas
    DECISION SCIENCES, 2021, 52 (03) : 608 - 628
  • [7] Twenty-five Years of Research in Social Networks: Evolution of Topics between 1997 and 2021 Based on Latent Dirichlet Allocation (LDA)
    Martinez-Comeche, Juan-Antonio
    INVESTIGACION BIBLIOTECOLOGICA, 2023, 37 (96): : 145 - 177
  • [8] Latent Dirichlet Allocation (LDA) Model and kNN Algorithm to Classify Research Project Selection
    Saf'ie, M. A.
    Utami, E.
    Fatta, H. A.
    INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS FOR BETTER FUTURE 2017, 2018, 333
  • [9] Extraction of the Financial Policy Topics by Latent Dirichlet Allocation
    Shirota, Yukari
    Hashimoto, Takako
    Sakura, Tamaki
    TENCON 2014 - 2014 IEEE REGION 10 CONFERENCE, 2014,
  • [10] Latent Dirichlet Allocation (LDA) for Anomaly Detection in Avionics Networks
    Thornton, Adam
    Meiners, Brandon
    Poole, Donald
    2020 AIAA/IEEE 39TH DIGITAL AVIONICS SYSTEMS CONFERENCE (DASC) PROCEEDINGS, 2020,