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tukino, tukino
Universitas Putera Batam
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PERANCANGAN DAN IMPLEMENTASI CHATBOT BERBASIS NATURAL LANGUAGE PROCESSING UNTUK REKOMENDASI LAPTOP Young, Filbert; Tukino
Computer Science and Industrial Engineering Vol 12 No 1 (2025): Comasi Vol 12 No 1
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v12i1.9622

Abstract

Technological advancements have significantly transformed the way people seek information, including in choosing electronic products such as laptops. However, consumers often face difficulties in making decisions due to the wide variety of laptops available, each with different specifications and price ranges. This study aims to design and implement a chatbot based on Natural Language Processing (NLP) that can automatically provide laptop recommendations according to users' needs. The chatbot is designed to understand users' queries in natural language and deliver relevant responses, such as laptop recommendations based on price ranges or specific needs like gaming, graphic design, or daily work. The development process utilizes NLP methods with machine learning algorithms to train the model to understand the context and intent of user inputs. The testing results show that the chatbot can provide recommendations that align with user requirements with a high level of accuracy. Moreover, the chatbot simplifies the process of obtaining information efficiently, thereby enhancing user experience in selecting electronic products. Future development may include expanding the laptop dataset, adding comparison features, and integrating with e-commerce platforms to deliver a more comprehensive solution.
Co-Authors Abdul Latif alfannisa annurrallah fajrin Alfannisa Annurrallah Fajrin Alfannisa Annurrullah Fajrin Alfannisa Annurullah Fajrin Alfannisa Fajrin Algifanri Maulana, Algifanri Algifari Maulana Ali Abrar Alvina Leony Amrizal . Amrizal Amrizal Amrizal Amrizal Anggia Arista Anggia Dasa Putri April Lia Hananto Argo Putra Prima Arif Rahman Hakim Arif Rahman Hakim Arnomo, Sasa Ani Arsyad, Fachry Baenil Huda Bahariandi Aji Prasetyo Baru Harahap Bayu Priatna Bayu Yoga Astario Citra Indah Asmarawati Dede Kuswanda Dian Efriyenti Dian Efriyenti Difa Prakoso Fuadi, Muhammad Djumhadi Djumhadi Elisa, Erlin Elsya Tarigan Paskaria Loyda Tarigan Elva Susanti Erlin Elisa Fitria Nurapriani Hananto, Agustia Handoko, Koko Harman, Rika Hasanah, Haprilianh Hayati, Cucu Henry Adam Hibatullah, Muhammad Hafizh Hilabi, Shofa Shofiah Huban Kabir Huda, Baenil Ihsan, Mohammad Maftuh Ilham Fariz Asya Mubarok Imam Zaenuddin Jabar Sanjaya Juniardi Lestari, Renita M Irhash Erlangga Meiti Subardhini Melisa Mildawati, Milly Muhammad Khaerudin Muhammad Taufik Syastra NANDA HARRY MARDIKA Nofriani Fajrah, Nofriani Novalia, Elfina Nurafriani, Fitria Nurapriani, Fitria Olvia Nursaadah P, Shafira Putri Kusuma Priyatna, Bayu Purnomo, Andromedo Cahyo Ratna Juwita, Ayu Realize, Realize Rizki Prakasa Hasibuan Rohana, Tatang Rohman Nurafan Putra Pratama Ronald Wangdra Roza Yenita Ruliansyah Ruliansyah, Ruliansyah Sabrina Amanda Salsabila Saepul Aripiyanto Sama, Hendi Sandi Ahmad Shidiq, Faisal Shofa Shofia Hilabi Shofia Hilabi, Shofa Shofiah Hilabi, Shofa Silvana Nazuah Soli Vernika Manalu Sri Watini Steven Famy Subarkah, Ade Surala, Lyvia Suvianto Wangdra Syaeful Akbar Syahril Effendi Tony Wibowo Versanudin Hekmatyar Wibisono, Eko Gunawan Widyanti, Tyas Winarni Winda Yohanna Siahaan Young, Filbert Yovika Aprianti Yvonne Wangdra Zulkifli, Mohamad