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Journal : Scientific Journal of Engineering Research

A Bibliometric Analysis of Natural Language Processing and Classification: Trends, Impact, and Future Directions Setiawan Ardi Wijaya; Rahmad Gunawan; Rangga Alif Faresta; Asno Azzawagama Firdaus; Gabriel Diemesor; Furizal
Scientific Journal of Engineering Research Vol. 1 No. 1 (2025): March
Publisher : PT. Teknologi Futuristik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64539/sjer.v1i1.2025.6

Abstract

This study presents a bibliometric analysis of Natural Language Processing (NLP) and classification research, examining trends, impacts, and future directions. NLP, a key field in artificial intelligence, focuses on enabling computers to process and understand human language through tasks such as text classification, sentiment analysis, and speech recognition. Classification plays a crucial role in organizing textual data, facilitating applications like spam detection and content recommendation. The research employs bibliometric analysis to evaluate publication trends, citation networks, and emerging themes from 1992 to 2025. Using data retrieved from Scopus, descriptive statistical analysis and bibliometric mapping with VOSviewer reveal key contributors, influential publications, and subject area distributions. Findings indicate a significant rise in NLP research, with deep learning models, particularly transformers, driving advancements in the field. The study highlights dominant research areas, including computer science, engineering, and medicine, and identifies leading countries in NLP research, such as the United States, China, and India. Additionally, ethical concerns, including bias and fairness in NLP applications, are discussed as critical challenges for future research. The insights derived from this analysis provide valuable guidance for researchers and policymakers in shaping the next phase of NLP development.
Co-Authors . Reflinaldon Abdurachman, Muhammad Andhika Ade Pratama Alfaridzi, M Ilmi Alfian, Haris Alistraja Dison Silalahi Amin Hariyanto Aminuyati Andi Nur Insani ANDRIANSYAH Apri Yanto Arfa, Laura Zevira Asno Azzawagama Firdaus Avicenna, Achyar Zein Baidarus Brantas Suharyo G Damayanti, Risma Danang Mulyadipa Suratno Desti Mualfah Edi Ismanto Edi Rian Kartiko Evans Fuad Fadilla, Niken Rahma Fathurrahman, Raihan Fatma, Yulia Fauzan Salim Febby Apri Wenando Filamori, Refly Fauzan Furizal Gabriel Diemesor Hadhrami Ab Ghani Harmawan, Muhamad Rizki Harun Mukhtar Hasnah Faizah AR Hayami, Regiolina Hotma RS I Wayan Medio Illahi, Kevanda Sondani Ima Damayanti Imer HPS Issandra, Febri Januar Al Amien Jasmin, Muhammad Iqbal Maysa Putri, Yulia Mirano, Muhammad Fitter Mualfah, Desti Muhammad Dimas Alfahri Nadira, Besti Zahratul Naufal Nazifah, Hayatun Nofrial . Noh Aisyah Mohd Ali Nugroho, Altaric Nurkhairi Fitri Nurul Izrin Md Saleh Ovami, Debbi Chyntia Pradipa, Raditya Pratiwi, Husnatul Fadillah Putra, Yogi Ernanda Rahmad Firdaus Rahman Septiadi Rahmania, Marsha Nailah Rais, Muhammad_Akmal Ramadhan, Syahrudin Ramadhoni Rangga Alif Faresta Razkia, Binta Riani, Della Ayunda Rizqy Fadhlina Putri Rudi Ardiansyah Soni Sri Wahyuni Sugiyadi, Riski Syahril Tania, Manzilah Ditiara Ulva Elviani Vania, Azra Gusti Wahyudhy, Adhe Indra Wesley, Royman Wibowo, Angga Yudha Wide Mulyana Widyaningrum, Amelia Ismania Sita Wijaya, Setiawan Ardi Yaherwandi Yanti, Elis Yordan, Gibril Yulia Fatma Yuliskania, Aisyara Yusgiantoro, Purnomo Zaskiv S, Marshal Khairana Zilham, Adib