Development of a GUI for Automated Classification of Scientific Journal Articles using clustering

被引：0

作者：

Sateesh, Nayani ^{[1
]}

Kaur, Kuljeet ^{[2
]}

Lakshminarayana, M. ^{[3
]}

Vekariya, Vipul ^{[4
]}

Patil, Harshal ^{[5
]}

Maranan, Ramya ^{[6
]}

机构：

[1] CVR Coll Engn, Dept Comp Sci & Engn, Hyderabad 501510, Telangana, India

[2] Graph Era Deemed Be Univ, Dept Management, Dehra Dun 248002, Uttarakhand, India

[3] MS Ramaiah Inst Technol, Dept Med Elect Engn, Bengaluru 560054, Karnataka, India

[4] Parul Univ, Parul Inst Engn & Technol, Dept Comp Sci & Engn, Waghodia 391760, Gujarat, India

[5] Symbiosis Int Deemed Univ, Symbiosis Inst Technol, Dept Comp Sci & Engn, Pune 412115, Maharashtra, India

[6] SIMATS, Saveetha Sch Engn, Dept Res & Innovat, Chennai 602105, Tamil Nadu, India

来源：

2024 5TH INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN INFORMATION TECHNOLOGY, ICITIIT 2024 | 2024年

关键词：

Automated Categorization; Scientific Journal Articles; Natural Language Processing; Machine Learning; Textual Analysis; Information Retrieval; Knowledge Management; Classification Algorithm; TEXT CLASSIFICATION;

D O I：

10.1109/ICITIIT61487.2024.10580528

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The ever-expanding volume of scientific literature necessitates innovative solutions for efficient information organization and retrieval. This final qualifying work focuses on the development of a robust algorithm for the automated categorization of articles in a scientific journal. The primary objective is to streamline the process of classifying diverse research contributions, thereby enhancing accessibility and knowledge discovery within scholarly domains. The goal of the final qualifying work is to develop an algorithm for automated categorization of articles in a scientific journal. To achieve this goal, an application is developed for the administrator of a scientific journal, allowing for the preparation, classification and visualization of data.

引用

页数：6

共 15 条

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